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- - - </head> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - <body data-spy="scroll" data-target="#toc"> <div class="container template-article-index"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -76,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -86,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -111,30 +55,23 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Articles</h1> @@ -144,47 +81,43 @@ <h3>All vignettes</h3> <p class="section-desc"></p> - <dl> - <dt><a href="FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a></dt> - <dd></dt> - <dt><a href="FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a></dt> - <dd></dt> - <dt><a href="mkin.html">Introduction to mkin</a></dt> - <dd></dt> - <dt><a href="twa.html">Calculation of time weighted average concentrations with mkin</a></dt> - <dd></dt> - <dt><a href="web_only/FOCUS_Z.html">Example evaluation of FOCUS dataset Z</a></dt> - <dd></dt> - <dt><a href="web_only/NAFTA_examples.html">Evaluation of example datasets from Attachment 1 to the US EPA SOP for the NAFTA guidance</a></dt> - <dd></dt> - <dt><a href="web_only/benchmarks.html">Benchmark timings for mkin</a></dt> - <dd></dt> - <dt><a href="web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a></dt> - <dd></dt> - <dt><a href="web_only/dimethenamid_2018.html">Example evaluations of the dimethenamid data from 2018</a></dt> - <dd></dt> - </dl> - </div> + <dl><dt><a href="FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a></dt> + <dd> + </dd><dt><a href="FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a></dt> + <dd> + </dd><dt><a href="mkin.html">Introduction to mkin</a></dt> + <dd> + </dd><dt><a href="twa.html">Calculation of time weighted average concentrations with mkin</a></dt> + <dd> + </dd><dt><a href="web_only/FOCUS_Z.html">Example evaluation of FOCUS dataset Z</a></dt> + <dd> + </dd><dt><a href="web_only/NAFTA_examples.html">Evaluation of example datasets from Attachment 1 to the US EPA SOP for the NAFTA guidance</a></dt> + <dd> + </dd><dt><a href="web_only/benchmarks.html">Benchmark timings for mkin</a></dt> + <dd> + </dd><dt><a href="web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a></dt> + <dd> + </dd><dt><a href="web_only/dimethenamid_2018.html">Example evaluations of the dimethenamid data from 2018</a></dt> + <dd> + </dd></dl></div> </div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/articles/mkin.html b/docs/dev/articles/mkin.html index fed85a33..6bfb63bc 100644 --- a/docs/dev/articles/mkin.html +++ b/docs/dev/articles/mkin.html @@ -20,6 +20,8 @@ <![endif]--> </head> <body data-spy="scroll" data-target="#toc"> + + <div class="container template-article"> <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> @@ -32,7 +34,7 @@ </button> <span class="navbar-brand"> <a class="navbar-link" href="../index.html">mkin</a> - <span class="version label label-info" data-toggle="tooltip" data-placement="bottom" title="In-development version">1.0.3.9000</span> + <span class="version label label-info" data-toggle="tooltip" data-placement="bottom" title="In-development version">1.1.0</span> </span> </div> @@ -80,7 +82,7 @@ </ul> <ul class="nav navbar-nav navbar-right"> <li> - <a href="https://github.com/jranke/mkin/"> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> @@ -95,28 +97,28 @@ - </header><script src="mkin_files/header-attrs-2.6/header-attrs.js"></script><script src="mkin_files/accessible-code-block-0.0.1/empty-anchor.js"></script><div class="row"> + </header><script src="mkin_files/accessible-code-block-0.0.1/empty-anchor.js"></script><div class="row"> <div class="col-md-9 contents"> <div class="page-header toc-ignore"> <h1 data-toc-skip>Introduction to mkin</h1> - <h4 class="author">Johannes Ranke</h4> + <h4 data-toc-skip class="author">Johannes Ranke</h4> - <h4 class="date">Last change 15 February 2021 (rebuilt 2021-02-15)</h4> + <h4 data-toc-skip class="date">Last change 15 February 2021 (rebuilt 2022-02-28)</h4> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/master/vignettes/mkin.rmd"><code>vignettes/mkin.rmd</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/mkin.rmd" class="external-link"><code>vignettes/mkin.rmd</code></a></small> <div class="hidden name"><code>mkin.rmd</code></div> </div> -<p><a href="https://www.jrwb.de">Wissenschaftlicher Berater, Kronacher Str. 12, 79639 Grenzach-Wyhlen, Germany</a><br><a href="http://chem.uft.uni-bremen.de/ranke/">Privatdozent at the University of Bremen</a></p> -<div id="abstract" class="section level1"> -<h1 class="hasAnchor"> -<a href="#abstract" class="anchor"></a>Abstract</h1> +<p><a href="https://www.jrwb.de" class="external-link">Wissenschaftlicher Berater, Kronacher Str. 12, 79639 Grenzach-Wyhlen, Germany</a><br> Privatdozent at the University of Freiburg</p> +<div class="section level2"> +<h2 id="abstract">Abstract<a class="anchor" aria-label="anchor" href="#abstract"></a> +</h2> <p>In the regulatory evaluation of chemical substances like plant protection products (pesticides), biocides and other chemicals, degradation data play an important role. For the evaluation of pesticide degradation experiments, detailed guidance has been developed, based on nonlinear optimisation. The <code>R</code> add-on package <code>mkin</code> implements fitting some of the models recommended in this guidance from within R and calculates some statistical measures for data series within one or more compartments, for parent and metabolites.</p> <div class="sourceCode" id="cb1"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="st"><a href="https://pkgdown.jrwb.de/mkin/">"mkin"</a></span>, quietly <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> +<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="st"><a href="https://pkgdown.jrwb.de/mkin/">"mkin"</a></span>, quietly <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> <span class="co"># Define the kinetic model</span> <span class="va">m_SFO_SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="../reference/mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="../reference/mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"M1"</span><span class="op">)</span>, M1 <span class="op">=</span> <span class="fu"><a href="../reference/mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"M2"</span><span class="op">)</span>, @@ -125,12 +127,12 @@ <span class="co"># Produce model predictions using some arbitrary parameters</span> -<span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span> +<span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span> <span class="va">d_SFO_SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="../reference/mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_SFO_SFO_SFO</span>, - <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="fl">0.03</span>, - f_parent_to_M1 <span class="op">=</span> <span class="fl">0.5</span>, k_M1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span><span class="op">/</span><span class="fl">100</span>, - f_M1_to_M2 <span class="op">=</span> <span class="fl">0.9</span>, k_M2 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span><span class="op">/</span><span class="fl">50</span><span class="op">)</span>, - <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, M1 <span class="op">=</span> <span class="fl">0</span>, M2 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>, + <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="fl">0.03</span>, + f_parent_to_M1 <span class="op">=</span> <span class="fl">0.5</span>, k_M1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span><span class="op">/</span><span class="fl">100</span>, + f_M1_to_M2 <span class="op">=</span> <span class="fl">0.9</span>, k_M2 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span><span class="op">/</span><span class="fl">50</span><span class="op">)</span>, + <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, M1 <span class="op">=</span> <span class="fl">0</span>, M2 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span> <span class="co"># Generate a dataset by adding normally distributed errors with</span> @@ -143,31 +145,31 @@ <span class="va">f_SFO_SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="../reference/mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_SFO_SFO_SFO</span>, <span class="va">d_SFO_SFO_SFO_err</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> <span class="co"># Plot the results separately for parent and metabolites</span> -<span class="fu"><a href="../reference/plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_SFO_SFO_SFO</span>, lpos <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"topright"</span>, <span class="st">"bottomright"</span>, <span class="st">"bottomright"</span><span class="op">)</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="../reference/plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_SFO_SFO_SFO</span>, lpos <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"topright"</span>, <span class="st">"bottomright"</span>, <span class="st">"bottomright"</span><span class="op">)</span><span class="op">)</span></code></pre></div> <p><img src="mkin_files/figure-html/unnamed-chunk-2-1.png" width="768"></p> </div> -<div id="background" class="section level1"> -<h1 class="hasAnchor"> -<a href="#background" class="anchor"></a>Background</h1> +<div class="section level2"> +<h2 id="background">Background<a class="anchor" aria-label="anchor" href="#background"></a> +</h2> <p>The <code>mkin</code> package <span class="citation">(Ranke 2021)</span> implements the approach to degradation kinetics recommended in the kinetics report provided by the FOrum for Co-ordination of pesticide fate models and their USe <span class="citation">(FOCUS Work Group on Degradation Kinetics 2006, 2014)</span>. It covers data series describing the decline of one compound, data series with transformation products (commonly termed metabolites) and data series for more than one compartment. It is possible to include back reactions. Therefore, equilibrium reactions and equilibrium partitioning can be specified, although this often leads to an overparameterisation of the model.</p> <p>When the first <code>mkin</code> code was published in 2010, the most commonly used tools for fitting more complex kinetic degradation models to experimental data were KinGUI <span class="citation">(Schäfer et al. 2007)</span>, a MATLAB based tool with a graphical user interface that was specifically tailored to the task and included some output as proposed by the FOCUS Kinetics Workgroup, and ModelMaker, a general purpose compartment based tool providing infrastructure for fitting dynamic simulation models based on differential equations to data.</p> -<p>The ‘mkin’ code was first uploaded to the BerliOS development platform. When this was taken down, the version control history was imported into the R-Forge site (see <em>e.g.</em> <a href="https://cgit.jrwb.de/mkin/commit/?id=30cbb4092f6d2d3beff5800603374a0d009ad770">the initial commit on 11 May 2010</a>), where the code is still being updated.</p> +<p>The ‘mkin’ code was first uploaded to the BerliOS development platform. When this was taken down, the version control history was imported into the R-Forge site (see <em>e.g.</em> <a href="https://cgit.jrwb.de/mkin/commit/?id=30cbb4092f6d2d3beff5800603374a0d009ad770" class="external-link">the initial commit on 11 May 2010</a>), where the code is still being updated.</p> <p>At that time, the R package <code>FME</code> (Flexible Modelling Environment) <span class="citation">(Soetaert and Petzoldt 2010)</span> was already available, and provided a good basis for developing a package specifically tailored to the task. The remaining challenge was to make it as easy as possible for the users (including the author of this vignette) to specify the system of differential equations and to include the output requested by the FOCUS guidance, such as the <span class="math inline">\(\chi^2\)</span> error level as defined in this guidance.</p> <p>Also, <code>mkin</code> introduced using analytical solutions for parent only kinetics for improved optimization speed. Later, Eigenvalue based solutions were introduced to <code>mkin</code> for the case of linear differential equations (<em>i.e.</em> where the FOMC or DFOP models were not used for the parent compound), greatly improving the optimization speed for these cases. This, has become somehow obsolete, as the use of compiled code described below gives even faster execution times.</p> <p>The possibility to specify back-reactions and a biphasic model (SFORB) for metabolites were present in <code>mkin</code> from the very beginning.</p> -<div id="derived-software-tools" class="section level2"> -<h2 class="hasAnchor"> -<a href="#derived-software-tools" class="anchor"></a>Derived software tools</h2> +<div class="section level3"> +<h3 id="derived-software-tools">Derived software tools<a class="anchor" aria-label="anchor" href="#derived-software-tools"></a> +</h3> <p>Soon after the publication of <code>mkin</code>, two derived tools were published, namely KinGUII (developed at Bayer Crop Science) and CAKE (commissioned to Tessella by Syngenta), which added a graphical user interface (GUI), and added fitting by iteratively reweighted least squares (IRLS) and characterisation of likely parameter distributions by Markov Chain Monte Carlo (MCMC) sampling.</p> <p>CAKE focuses on a smooth use experience, sacrificing some flexibility in the model definition, originally allowing only two primary metabolites in parallel. The current version 3.4 of CAKE released in May 2020 uses a scheme for up to six metabolites in a flexible arrangement and supports biphasic modelling of metabolites, but does not support back-reactions (non-instantaneous equilibria).</p> <p>KinGUI offers an even more flexible widget for specifying complex kinetic models. Back-reactions (non-instantaneous equilibria) were supported early on, but until 2014, only simple first-order models could be specified for transformation products. Starting with KinGUII version 2.1, biphasic modelling of metabolites was also available in KinGUII.</p> -<p>A further graphical user interface (GUI) that has recently been brought to a decent degree of maturity is the browser based GUI named <code>gmkin</code>. Please see its <a href="https://pkgdown.jrwb.de/gmkin/">documentation page</a> and <a href="https://pkgdown.jrwb.de/gmkin/articles/gmkin_manual.html">manual</a> for further information.</p> +<p>A further graphical user interface (GUI) that has recently been brought to a decent degree of maturity is the browser based GUI named <code>gmkin</code>. Please see its <a href="https://pkgdown.jrwb.de/gmkin/" class="external-link">documentation page</a> and <a href="https://pkgdown.jrwb.de/gmkin/articles/gmkin_manual.html" class="external-link">manual</a> for further information.</p> <p>A comparison of scope, usability and numerical results obtained with these tools has been recently been published by <span class="citation">Ranke, Wöltjen, and Meinecke (2018)</span>.</p> </div> </div> -<div id="unique-features" class="section level1"> -<h1 class="hasAnchor"> -<a href="#unique-features" class="anchor"></a>Unique features</h1> +<div class="section level2"> +<h2 id="unique-features">Unique features<a class="anchor" aria-label="anchor" href="#unique-features"></a> +</h2> <p>Currently, the main unique features available in <code>mkin</code> are</p> <ul> <li>the <a href="https://pkgdown.jrwb.de/mkin/articles/web_only/compiled_models.html">speed increase</a> by using compiled code when a compiler is present,</li> @@ -178,66 +180,66 @@ </ul> <p>The iteratively reweighted least squares fitting of different variances for each variable as introduced by <span class="citation">Gao et al. (2011)</span> has been available in mkin since <a href="https://pkgdown.jrwb.de/mkin/news/index.html#mkin-0-9-22-2013-10-26">version 0.9-22</a>. With <a href="https://pkgdown.jrwb.de/mkin/news/index.html#mkin-0-9-49-5-2019-07-04">release 0.9.49.5</a>, the IRLS algorithm has been complemented by direct or step-wise maximisation of the likelihood function, which makes it possible not only to fit the variance by variable error model but also a <a href="https://pkgdown.jrwb.de/mkin/reference/sigma_twocomp.html">two-component error model</a> inspired by error models developed in analytical chemistry <span class="citation">(Ranke and Meinecke 2019)</span>.</p> </div> -<div id="internal-parameter-transformations" class="section level1"> -<h1 class="hasAnchor"> -<a href="#internal-parameter-transformations" class="anchor"></a>Internal parameter transformations</h1> +<div class="section level2"> +<h2 id="internal-parameter-transformations">Internal parameter transformations<a class="anchor" aria-label="anchor" href="#internal-parameter-transformations"></a> +</h2> <p>For rate constants, the log transformation is used, as proposed by Bates and Watts <span class="citation">(1988, 77, 149)</span>. Approximate intervals are constructed for the transformed rate constants <span class="citation">(compare Bates and Watts 1988, 135)</span>, <em>i.e.</em> for their logarithms. Confidence intervals for the rate constants are then obtained using the appropriate backtransformation using the exponential function.</p> <p>In the first version of <code>mkin</code> allowing for specifying models using formation fractions, a home-made reparameterisation was used in order to ensure that the sum of formation fractions would not exceed unity.</p> <p>This method is still used in the current version of KinGUII (v2.1 from April 2014), with a modification that allows for fixing the pathway to sink to zero. CAKE uses penalties in the objective function in order to enforce this constraint.</p> <p>In 2012, an alternative reparameterisation of the formation fractions was proposed together with René Lehmann <span class="citation">(Ranke and Lehmann 2012)</span>, based on isometric logratio transformation (ILR). The aim was to improve the validity of the linear approximation of the objective function during the parameter estimation procedure as well as in the subsequent calculation of parameter confidence intervals. In the current version of mkin, a logit transformation is used for parameters that are bound between 0 and 1, such as the g parameter of the DFOP model.</p> -<div id="confidence-intervals-based-on-transformed-parameters" class="section level2"> -<h2 class="hasAnchor"> -<a href="#confidence-intervals-based-on-transformed-parameters" class="anchor"></a>Confidence intervals based on transformed parameters</h2> +<div class="section level3"> +<h3 id="confidence-intervals-based-on-transformed-parameters">Confidence intervals based on transformed parameters<a class="anchor" aria-label="anchor" href="#confidence-intervals-based-on-transformed-parameters"></a> +</h3> <p>In the first attempt at providing improved parameter confidence intervals introduced to <code>mkin</code> in 2013, confidence intervals obtained from FME on the transformed parameters were simply all backtransformed one by one to yield asymmetric confidence intervals for the backtransformed parameters.</p> <p>However, while there is a 1:1 relation between the rate constants in the model and the transformed parameters fitted in the model, the parameters obtained by the isometric logratio transformation are calculated from the set of formation fractions that quantify the paths to each of the compounds formed from a specific parent compound, and no such 1:1 relation exists.</p> <p>Therefore, parameter confidence intervals for formation fractions obtained with this method only appear valid for the case of a single transformation product, where currently the logit transformation is used for the formation fraction.</p> <p>The confidence intervals obtained by backtransformation for the cases where a 1:1 relation between transformed and original parameter exist are considered by the author of this vignette to be more accurate than those obtained using a re-estimation of the Hessian matrix after backtransformation, as implemented in the FME package.</p> </div> -<div id="parameter-t-test-based-on-untransformed-parameters" class="section level2"> -<h2 class="hasAnchor"> -<a href="#parameter-t-test-based-on-untransformed-parameters" class="anchor"></a>Parameter t-test based on untransformed parameters</h2> +<div class="section level3"> +<h3 id="parameter-t-test-based-on-untransformed-parameters">Parameter t-test based on untransformed parameters<a class="anchor" aria-label="anchor" href="#parameter-t-test-based-on-untransformed-parameters"></a> +</h3> <p>The standard output of many nonlinear regression software packages includes the results from a test for significant difference from zero for all parameters. Such a test is also recommended to check the validity of rate constants in the FOCUS guidance <span class="citation">(FOCUS Work Group on Degradation Kinetics 2014, 96ff)</span>.</p> <p>It has been argued that the precondition for this test, <em>i.e.</em> normal distribution of the estimator for the parameters, is not fulfilled in the case of nonlinear regression <span class="citation">(Ranke and Lehmann 2015)</span>. However, this test is commonly used by industry, consultants and national authorities in order to decide on the reliability of parameter estimates, based on the FOCUS guidance mentioned above. Therefore, the results of this one-sided t-test are included in the summary output from <code>mkin</code>.</p> <p>As it is not reasonable to test for significant difference of the transformed parameters (<em>e.g.</em> <span class="math inline">\(log(k)\)</span>) from zero, the t-test is calculated based on the model definition before parameter transformation, <em>i.e.</em> in a similar way as in packages that do not apply such an internal parameter transformation. A note is included in the <code>mkin</code> output, pointing to the fact that the t-test is based on the unjustified assumption of normal distribution of the parameter estimators.</p> </div> </div> -<div id="references" class="section level1"> -<h1 class="hasAnchor"> -<a href="#references" class="anchor"></a>References</h1> +<div class="section level2"> +<h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a> +</h2> <!-- vim: set foldmethod=syntax: --> <div id="refs" class="references hanging-indent"> <div id="ref-bates1988"> <p>Bates, D., and D. Watts. 1988. <em>Nonlinear Regression and Its Applications</em>. Wiley-Interscience.</p> </div> <div id="ref-FOCUS2006"> -<p>FOCUS Work Group on Degradation Kinetics. 2006. <em>Guidance Document on Estimating Persistence and Degradation Kinetics from Environmental Fate Studies on Pesticides in Eu Registration. Report of the Focus Work Group on Degradation Kinetics</em>. <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a>.</p> +<p>FOCUS Work Group on Degradation Kinetics. 2006. <em>Guidance Document on Estimating Persistence and Degradation Kinetics from Environmental Fate Studies on Pesticides in Eu Registration. Report of the Focus Work Group on Degradation Kinetics</em>. <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a>.</p> </div> <div id="ref-FOCUSkinetics2014"> -<p>———. 2014. <em>Generic Guidance for Estimating Persistence and Degradation Kinetics from Environmental Fate Studies on Pesticides in Eu Registration</em>. 1.1 ed. <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a>.</p> +<p>———. 2014. <em>Generic Guidance for Estimating Persistence and Degradation Kinetics from Environmental Fate Studies on Pesticides in Eu Registration</em>. 1.1 ed. <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a>.</p> </div> <div id="ref-gao11"> <p>Gao, Z., J. W. Green, J. Vanderborght, and W. Schmitt. 2011. “Improving Uncertainty Analysis in Kinetic Evaluations Using Iteratively Reweighted Least Squares.” Journal. <em>Environmental Science and Technology</em> 45: 4429–37.</p> </div> <div id="ref-pkg:mkin"> -<p>Ranke, J. 2021. <em>‘mkin‘: Kinetic Evaluation of Chemical Degradation Data</em>. <a href="https://CRAN.R-project.org/package=mkin">https://CRAN.R-project.org/package=mkin</a>.</p> +<p>Ranke, J. 2021. <em>‘mkin‘: Kinetic Evaluation of Chemical Degradation Data</em>. <a href="https://CRAN.R-project.org/package=mkin" class="external-link">https://CRAN.R-project.org/package=mkin</a>.</p> </div> <div id="ref-ranke2012"> <p>Ranke, J., and R. Lehmann. 2012. “Parameter Reliability in Kinetic Evaluation of Environmental Metabolism Data - Assessment and the Influence of Model Specification.” In <em>SETAC World 20-24 May</em>. Berlin.</p> </div> <div id="ref-ranke2015"> -<p>———. 2015. “To T-Test or Not to T-Test, That Is the Question.” In <em>XV Symposium on Pesticide Chemistry 2-4 September 2015</em>. Piacenza. <a href="http://chem.uft.uni-bremen.de/ranke/posters/piacenza_2015.pdf">http://chem.uft.uni-bremen.de/ranke/posters/piacenza_2015.pdf</a>.</p> +<p>———. 2015. “To T-Test or Not to T-Test, That Is the Question.” In <em>XV Symposium on Pesticide Chemistry 2-4 September 2015</em>. Piacenza. <a href="http://chem.uft.uni-bremen.de/ranke/posters/piacenza_2015.pdf" class="external-link">http://chem.uft.uni-bremen.de/ranke/posters/piacenza_2015.pdf</a>.</p> </div> <div id="ref-ranke2019"> -<p>Ranke, Johannes, and Stefan Meinecke. 2019. “Error Models for the Kinetic Evaluation of Chemical Degradation Data.” <em>Environments</em> 6 (12). <a href="https://doi.org/10.3390/environments6120124">https://doi.org/10.3390/environments6120124</a>.</p> +<p>Ranke, Johannes, and Stefan Meinecke. 2019. “Error Models for the Kinetic Evaluation of Chemical Degradation Data.” <em>Environments</em> 6 (12). <a href="https://doi.org/10.3390/environments6120124" class="external-link">https://doi.org/10.3390/environments6120124</a>.</p> </div> <div id="ref-ranke2018"> -<p>Ranke, Johannes, Janina Wöltjen, and Stefan Meinecke. 2018. “Comparison of Software Tools for Kinetic Evaluation of Chemical Degradation Data.” <em>Environmental Sciences Europe</em> 30 (1): 17. <a href="https://doi.org/10.1186/s12302-018-0145-1">https://doi.org/10.1186/s12302-018-0145-1</a>.</p> +<p>Ranke, Johannes, Janina Wöltjen, and Stefan Meinecke. 2018. “Comparison of Software Tools for Kinetic Evaluation of Chemical Degradation Data.” <em>Environmental Sciences Europe</em> 30 (1): 17. <a href="https://doi.org/10.1186/s12302-018-0145-1" class="external-link">https://doi.org/10.1186/s12302-018-0145-1</a>.</p> </div> <div id="ref-schaefer2007"> <p>Schäfer, D., B. Mikolasch, P. Rainbird, and B. Harvey. 2007. “KinGUI: A New Kinetic Software Tool for Evaluations According to FOCUS Degradation Kinetics.” In <em>Proceedings of the Xiii Symposium Pesticide Chemistry</em>, edited by Del Re A. A. M., Capri E., Fragoulis G., and Trevisan M., 916–23. Piacenza.</p> </div> <div id="ref-soetaert2010"> -<p>Soetaert, Karline, and Thomas Petzoldt. 2010. “Inverse Modelling, Sensitivity and Monte Carlo Analysis in R Using Package FME.” <em>Journal of Statistical Software</em> 33 (3): 1–28. <a href="https://www.jstatsoft.org/v33/i03/">https://www.jstatsoft.org/v33/i03/</a>.</p> +<p>Soetaert, Karline, and Thomas Petzoldt. 2010. “Inverse Modelling, Sensitivity and Monte Carlo Analysis in R Using Package FME.” <em>Journal of Statistical Software</em> 33 (3): 1–28. <a href="https://doi.org/10.18637/jss.v033.i03" class="external-link">https://doi.org/10.18637/jss.v033.i03</a>.</p> </div> </div> </div> @@ -254,11 +256,13 @@ <footer><div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <p></p> +<p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p> +<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> </footer> @@ -267,5 +271,7 @@ + + </body> </html> diff --git a/docs/dev/articles/mkin_files/figure-html/unnamed-chunk-2-1.png b/docs/dev/articles/mkin_files/figure-html/unnamed-chunk-2-1.png Binary files differindex bf38fdd7..63246387 100644 --- a/docs/dev/articles/mkin_files/figure-html/unnamed-chunk-2-1.png +++ b/docs/dev/articles/mkin_files/figure-html/unnamed-chunk-2-1.png diff --git a/docs/dev/articles/web_only/dimethenamid_2018.html b/docs/dev/articles/web_only/dimethenamid_2018.html index a2ea5c8d..6b5c8c4e 100644 --- a/docs/dev/articles/web_only/dimethenamid_2018.html +++ b/docs/dev/articles/web_only/dimethenamid_2018.html @@ -20,6 +20,8 @@ <![endif]--> </head> <body data-spy="scroll" data-target="#toc"> + + <div class="container template-article"> <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> @@ -80,7 +82,7 @@ </ul> <ul class="nav navbar-nav navbar-right"> <li> - <a href="https://github.com/jranke/mkin/"> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> @@ -95,96 +97,109 @@ - </header><script src="dimethenamid_2018_files/header-attrs-2.11/header-attrs.js"></script><script src="dimethenamid_2018_files/accessible-code-block-0.0.1/empty-anchor.js"></script><div class="row"> + </header><script src="dimethenamid_2018_files/accessible-code-block-0.0.1/empty-anchor.js"></script><div class="row"> <div class="col-md-9 contents"> <div class="page-header toc-ignore"> <h1 data-toc-skip>Example evaluations of the dimethenamid data from 2018</h1> - <h4 class="author">Johannes Ranke</h4> + <h4 data-toc-skip class="author">Johannes Ranke</h4> - <h4 class="date">Last change 11 January 2022, built on 11 Jan 2022</h4> + <h4 data-toc-skip class="date">Last change 10 February 2022, built on 28 Feb 2022</h4> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/master/vignettes/web_only/dimethenamid_2018.rmd"><code>vignettes/web_only/dimethenamid_2018.rmd</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/web_only/dimethenamid_2018.rmd" class="external-link"><code>vignettes/web_only/dimethenamid_2018.rmd</code></a></small> <div class="hidden name"><code>dimethenamid_2018.rmd</code></div> </div> -<p><a href="http://www.jrwb.de">Wissenschaftlicher Berater, Kronacher Str. 12, 79639 Grenzach-Wyhlen, Germany</a></p> -<div id="introduction" class="section level1"> -<h1 class="hasAnchor"> -<a href="#introduction" class="anchor"></a>Introduction</h1> +<p><a href="http://www.jrwb.de" class="external-link">Wissenschaftlicher Berater, Kronacher Str. 12, 79639 Grenzach-Wyhlen, Germany</a></p> +<div class="section level2"> +<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a> +</h2> <p>During the preparation of the journal article on nonlinear mixed-effects models in degradation kinetics <span class="citation">(Ranke et al. 2021)</span> and the analysis of the dimethenamid degradation data analysed therein, a need for a more detailed analysis using not only nlme and saemix, but also nlmixr for fitting the mixed-effects models was identified, as many model variants do not converge when fitted with nlme, and not all relevant error models can be fitted with saemix.</p> <p>This vignette is an attempt to satisfy this need.</p> </div> -<div id="data" class="section level1"> -<h1 class="hasAnchor"> -<a href="#data" class="anchor"></a>Data</h1> -<p>Residue data forming the basis for the endpoints derived in the conclusion on the peer review of the pesticide risk assessment of dimethenamid-P published by the European Food Safety Authority (EFSA) in 2018 <span class="citation">(EFSA 2018)</span> were transcribed from the risk assessment report <span class="citation">(Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria 2018)</span> which can be downloaded from the Open EFSA repository <a href="https://open.efsa.europa.eu">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p> +<div class="section level2"> +<h2 id="data">Data<a class="anchor" aria-label="anchor" href="#data"></a> +</h2> +<p>Residue data forming the basis for the endpoints derived in the conclusion on the peer review of the pesticide risk assessment of dimethenamid-P published by the European Food Safety Authority (EFSA) in 2018 <span class="citation">(EFSA 2018)</span> were transcribed from the risk assessment report <span class="citation">(Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria 2018)</span> which can be downloaded from the Open EFSA repository <a href="https://open.efsa.europa.eu" class="external-link">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p> <p>The data are <a href="https://pkgdown.jrwb.de/mkin/reference/dimethenamid_2018.html">available in the mkin package</a>. The following code (hidden by default, please use the button to the right to show it) treats the data available for the racemic mixture dimethenamid (DMTA) and its enantiomer dimethenamid-P (DMTAP) in the same way, as no difference between their degradation behaviour was identified in the EU risk assessment. The observation times of each dataset are multiplied with the corresponding normalisation factor also available in the dataset, in order to make it possible to describe all datasets with a single set of parameters.</p> <p>Also, datasets observed in the same soil are merged, resulting in dimethenamid (DMTA) data from six soils.</p> <div class="sourceCode" id="cb1"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://pkgdown.jrwb.de/mkin/">mkin</a></span>, quietly <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> -<span class="va">dmta_ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">7</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span> +<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://pkgdown.jrwb.de/mkin/">mkin</a></span>, quietly <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> +<span class="va">dmta_ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">7</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span> <span class="va">ds_i</span> <span class="op"><-</span> <span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">ds</span><span class="op">[[</span><span class="va">i</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span> <span class="va">ds_i</span><span class="op">[</span><span class="va">ds_i</span><span class="op">$</span><span class="va">name</span> <span class="op">==</span> <span class="st">"DMTAP"</span>, <span class="st">"name"</span><span class="op">]</span> <span class="op"><-</span> <span class="st">"DMTA"</span> <span class="va">ds_i</span><span class="op">$</span><span class="va">time</span> <span class="op"><-</span> <span class="va">ds_i</span><span class="op">$</span><span class="va">time</span> <span class="op">*</span> <span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">f_time_norm</span><span class="op">[</span><span class="va">i</span><span class="op">]</span> <span class="va">ds_i</span> <span class="op">}</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/base/names.html">names</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">ds</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="va">ds</span><span class="op">$</span><span class="va">title</span><span class="op">)</span> -<span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html">rbind</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 1"</span><span class="op">]</span><span class="op">]</span>, <span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 2"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">ds</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="va">ds</span><span class="op">$</span><span class="va">title</span><span class="op">)</span> +<span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 1"</span><span class="op">]</span><span class="op">]</span>, <span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 2"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span> <span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 1"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="cn">NULL</span> <span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 2"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="cn">NULL</span></code></pre></div> </div> -<div id="parent-degradation" class="section level1"> -<h1 class="hasAnchor"> -<a href="#parent-degradation" class="anchor"></a>Parent degradation</h1> +<div class="section level2"> +<h2 id="parent-degradation">Parent degradation<a class="anchor" aria-label="anchor" href="#parent-degradation"></a> +</h2> <p>We evaluate the observed degradation of the parent compound using simple exponential decline (SFO) and biexponential decline (DFOP), using constant variance (const) and a two-component variance (tc) as error models.</p> -<div id="separate-evaluations" class="section level2"> -<h2 class="hasAnchor"> -<a href="#separate-evaluations" class="anchor"></a>Separate evaluations</h2> +<div class="section level3"> +<h3 id="separate-evaluations">Separate evaluations<a class="anchor" aria-label="anchor" href="#separate-evaluations"></a> +</h3> <p>As a first step, to get a visual impression of the fit of the different models, we do separate evaluations for each soil using the mmkin function from the mkin package:</p> <div class="sourceCode" id="cb2"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_mkin_const</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">dmta_ds</span>, +<code class="sourceCode R"><span class="va">f_parent_mkin_const</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">dmta_ds</span>, error_model <span class="op">=</span> <span class="st">"const"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> -<span class="va">f_parent_mkin_tc</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">dmta_ds</span>, +<span class="va">f_parent_mkin_tc</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">dmta_ds</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></code></pre></div> <p>The plot of the individual SFO fits shown below suggests that at least in some datasets the degradation slows down towards later time points, and that the scatter of the residuals error is smaller for smaller values (panel to the right):</p> <div class="sourceCode" id="cb3"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_mkin_sfo_const-1.png" width="700"></p> <p>Using biexponential decline (DFOP) results in a slightly more random scatter of the residuals:</p> <div class="sourceCode" id="cb4"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png" width="700"></p> <p>The population curve (bold line) in the above plot results from taking the mean of the individual transformed parameters, i.e. of log k1 and log k2, as well as of the logit of the g parameter of the DFOP model). Here, this procedure does not result in parameters that represent the degradation well, because in some datasets the fitted value for k2 is extremely close to zero, leading to a log k2 value that dominates the average. This is alleviated if only rate constants that pass the t-test for significant difference from zero (on the untransformed scale) are considered in the averaging:</p> <div class="sourceCode" id="cb5"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const_test-1.png" width="700"></p> <p>While this is visually much more satisfactory, such an average procedure could introduce a bias, as not all results from the individual fits enter the population curve with the same weight. This is where nonlinear mixed-effects models can help out by treating all datasets with equally by fitting a parameter distribution model together with the degradation model and the error model (see below).</p> <p>The remaining trend of the residuals to be higher for higher predicted residues is reduced by using the two-component error model:</p> <div class="sourceCode" id="cb6"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu"><a href="../../reference/mixed.html">mixed</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_tc_test-1.png" width="700"></p> +<p>However, note that in the case of using this error model, the fits to the Flaach and BBA 2.3 datasets appear to be ill-defined, indicated by the fact that they did not converge:</p> +<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></code></pre></div> +<pre><code><mmkin> object +Status of individual fits: + + dataset +model Calke Borstel Flaach BBA 2.2 BBA 2.3 Elliot + DFOP OK OK C OK C OK + +OK: No warnings +C: Optimisation did not converge: +iteration limit reached without convergence (10)</code></pre> </div> -<div id="nonlinear-mixed-effects-models" class="section level2"> -<h2 class="hasAnchor"> -<a href="#nonlinear-mixed-effects-models" class="anchor"></a>Nonlinear mixed-effects models</h2> +<div class="section level3"> +<h3 id="nonlinear-mixed-effects-models">Nonlinear mixed-effects models<a class="anchor" aria-label="anchor" href="#nonlinear-mixed-effects-models"></a> +</h3> <p>Instead of taking a model selection decision for each of the individual fits, we fit nonlinear mixed-effects models (using different fitting algorithms as implemented in different packages) and do model selection using all available data at the same time. In order to make sure that these decisions are not unduly influenced by the type of algorithm used, by implementation details or by the use of wrong control parameters, we compare the model selection results obtained with different R packages, with different algorithms and checking control parameters.</p> -<div id="nlme" class="section level3"> -<h3 class="hasAnchor"> -<a href="#nlme" class="anchor"></a>nlme</h3> +<div class="section level4"> +<h4 id="nlme">nlme<a class="anchor" aria-label="anchor" href="#nlme"></a> +</h4> <p>The nlme package was the first R extension providing facilities to fit nonlinear mixed-effects models. We would like to do model selection from all four combinations of degradation models and error models based on the AIC. However, fitting the DFOP model with constant variance and using default control parameters results in an error, signalling that the maximum number of 50 iterations was reached, potentially indicating overparameterisation. Nevertheless, the algorithm converges when the two-component error model is used in combination with the DFOP model. This can be explained by the fact that the smaller residues observed at later sampling times get more weight when using the two-component error model which will counteract the tendency of the algorithm to try parameter combinations unsuitable for fitting these data.</p> -<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/">nlme</a></span><span class="op">)</span> -<span class="va">f_parent_nlme_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span> +<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/" class="external-link">nlme</a></span><span class="op">)</span> +<span class="va">f_parent_nlme_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span> <span class="co"># f_parent_nlme_dfop_const <- nlme(f_parent_mkin_const["DFOP", ])</span> -<span class="va">f_parent_nlme_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span> -<span class="va">f_parent_nlme_dfop_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></code></pre></div> +<span class="va">f_parent_nlme_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span> +<span class="va">f_parent_nlme_dfop_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></code></pre></div> <p>Note that a certain degree of overparameterisation is also indicated by a warning obtained when fitting DFOP with the two-component error model (‘false convergence’ in the ‘LME step’ in iteration 3). However, as this warning does not occur in later iterations, and specifically not in the last of the 6 iterations, we can ignore this warning.</p> <p>The model comparison function of the nlme package can directly be applied to these fits showing a much lower AIC for the DFOP model fitted with the two-component error model. Also, the likelihood ratio test indicates that this difference is significant as the p-value is below 0.0001.</p> -<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/stats/anova.html">anova</a></span><span class="op">(</span> +<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span> <span class="va">f_parent_nlme_sfo_const</span>, <span class="va">f_parent_nlme_sfo_tc</span>, <span class="va">f_parent_nlme_dfop_tc</span> <span class="op">)</span></code></pre></div> <pre><code> Model df AIC BIC logLik Test L.Ratio p-value @@ -192,227 +207,215 @@ f_parent_nlme_sfo_const 1 5 796.60 811.82 -393.30 f_parent_nlme_sfo_tc 2 6 798.60 816.86 -393.30 1 vs 2 0.00 0.998 f_parent_nlme_dfop_tc 3 10 671.91 702.34 -325.96 2 vs 3 134.69 <.0001</code></pre> <p>In addition to these fits, attempts were also made to include correlations between random effects by using the log Cholesky parameterisation of the matrix specifying them. The code used for these attempts can be made visible below.</p> -<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlme_sfo_const_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, - random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k_DMTA</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/stats/anova.html">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span>, <span class="va">f_parent_nlme_sfo_const_logchol</span><span class="op">)</span> -<span class="va">f_parent_nlme_sfo_tc_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, - random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k_DMTA</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/stats/anova.html">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_tc</span>, <span class="va">f_parent_nlme_sfo_tc_logchol</span><span class="op">)</span> -<span class="va">f_parent_nlme_dfop_tc_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, - random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k1</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k2</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">g_qlogis</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/stats/anova.html">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span>, <span class="va">f_parent_nlme_dfop_tc_logchol</span><span class="op">)</span></code></pre></div> +<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="va">f_parent_nlme_sfo_const_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, + random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html" class="external-link">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k_DMTA</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span>, <span class="va">f_parent_nlme_sfo_const_logchol</span><span class="op">)</span> +<span class="va">f_parent_nlme_sfo_tc_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, + random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html" class="external-link">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k_DMTA</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_tc</span>, <span class="va">f_parent_nlme_sfo_tc_logchol</span><span class="op">)</span> +<span class="va">f_parent_nlme_dfop_tc_logchol</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, + random <span class="op">=</span> <span class="fu">nlme</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdLogChol.html" class="external-link">pdLogChol</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">DMTA_0</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k1</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">log_k2</span> <span class="op">~</span> <span class="fl">1</span>, <span class="va">g_qlogis</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span>, <span class="va">f_parent_nlme_dfop_tc_logchol</span><span class="op">)</span></code></pre></div> <p>While the SFO variants converge fast, the additional parameters introduced by this lead to convergence warnings for the DFOP model. The model comparison clearly show that adding correlations between random effects does not improve the fits.</p> <p>The selected model (DFOP with two-component error) fitted to the data assuming no correlations between random effects is shown below.</p> -<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html">plot</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span></code></pre></div> +<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/plot_parent_nlme-1.png" width="700"></p> </div> -<div id="saemix" class="section level3"> -<h3 class="hasAnchor"> -<a href="#saemix" class="anchor"></a>saemix</h3> +<div class="section level4"> +<h4 id="saemix">saemix<a class="anchor" aria-label="anchor" href="#saemix"></a> +</h4> <p>The saemix package provided the first Open Source implementation of the Stochastic Approximation to the Expectation Maximisation (SAEM) algorithm. SAEM fits of degradation models can be conveniently performed using an interface to the saemix package available in current development versions of the mkin package.</p> <p>The corresponding SAEM fits of the four combinations of degradation and error models are fitted below. As there is no convergence criterion implemented in the saemix package, the convergence plots need to be manually checked for every fit. As we will compare the SAEM implementation of saemix to the results obtained using the nlmixr package later, we define control settings that work well for all the parent data fits shown in this vignette.</p> -<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va">saemix</span><span class="op">)</span> -<span class="va">saemix_control</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="fl">800</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, +<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va">saemix</span><span class="op">)</span> +<span class="va">saemix_control</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html" class="external-link">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">800</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, print <span class="op">=</span> <span class="cn">FALSE</span>, save <span class="op">=</span> <span class="cn">FALSE</span>, save.graphs <span class="op">=</span> <span class="cn">FALSE</span>, displayProgress <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> -<span class="va">saemix_control_moreiter</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="fl">1600</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, +<span class="va">saemix_control_moreiter</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html" class="external-link">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1600</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, + print <span class="op">=</span> <span class="cn">FALSE</span>, save <span class="op">=</span> <span class="cn">FALSE</span>, save.graphs <span class="op">=</span> <span class="cn">FALSE</span>, displayProgress <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> +<span class="va">saemix_control_10k</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html" class="external-link">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">10000</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, print <span class="op">=</span> <span class="cn">FALSE</span>, save <span class="op">=</span> <span class="cn">FALSE</span>, save.graphs <span class="op">=</span> <span class="cn">FALSE</span>, displayProgress <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></code></pre></div> <p>The convergence plot for the SFO model using constant variance is shown below.</p> -<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span class="va">f_parent_saemix_sfo_const</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, control <span class="op">=</span> <span class="va">saemix_control</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_const</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_const</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_const-1.png" width="700"></p> <p>Obviously the default number of iterations is sufficient to reach convergence. This can also be said for the SFO fit using the two-component error model.</p> -<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span class="va">f_parent_saemix_sfo_tc</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, control <span class="op">=</span> <span class="va">saemix_control</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_tc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_tc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_tc-1.png" width="700"></p> <p>When fitting the DFOP model with constant variance (see below), parameter convergence is not as unambiguous.</p> -<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span class="va">f_parent_saemix_dfop_const</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, control <span class="op">=</span> <span class="va">saemix_control</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_const</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_const</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_const-1.png" width="700"></p> <p>This is improved when the DFOP model is fitted with the two-component error model. Convergence of the variance of k2 is enhanced, it remains more or less stable already after 200 iterations of the first phase.</p> -<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span class="va">f_parent_saemix_dfop_tc</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, control <span class="op">=</span> <span class="va">saemix_control</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> -<p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png" width="700"></p> -<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="co"># The last time I tried (2022-01-11) this gives an error in solve.default(omega.eta)</span> -<span class="co"># system is computationally singular: reciprocal condition number = 5e-17</span> -<span class="co">#f_parent_saemix_dfop_tc_10k <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE,</span> -<span class="co"># control = saemix_control_10k, transformations = "saemix")</span> -<span class="co"># Now we do not get a significant improvement by using twice the number of iterations</span> <span class="va">f_parent_saemix_dfop_tc_moreiter</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, control <span class="op">=</span> <span class="va">saemix_control_moreiter</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span> -<span class="co">#plot(f_parent_saemix_dfop_tc_moreiter$so, plot.type = "convergence")</span></code></pre></div> -<p>An alternative way to fit DFOP in combination with the two-component error model is to use the model formulation with transformed parameters as used per default in mkin.</p> -<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_saemix_dfop_tc_mkin</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, - control <span class="op">=</span> <span class="va">saemix_control</span>, transformations <span class="op">=</span> <span class="st">"mkin"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_mkin</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> -<p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin-1.png" width="700"> As the convergence plots do not clearly indicate that the algorithm has converged, we again use four times the number of iterations, which leads to almost satisfactory convergence (see below).</p> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> +<p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png" width="700"></p> +<p>Doubling the number of iterations in the first phase of the algorithm leads to a slightly lower likelihood, and therefore to slightly higher AIC and BIC values. With even more iterations, the algorithm stops with an error message. This is related to the variance of k2 approximating zero. This has been submitted as a <a href="https://github.com/saemixdevelopment/saemixextension/issues/29" class="external-link">bug to the saemix package</a>, as the algorithm does not converge in this case.</p> +<p>An alternative way to fit DFOP in combination with the two-component error model is to use the model formulation with transformed parameters as used per default in mkin. When using this option, convergence is slower, but eventually the algorithm stops as well with the same error message.</p> +<p>The four combinations (SFO/const, SFO/tc, DFOP/const and DFOP/tc) and the version with increased iterations can be compared using the model comparison function of the saemix package:</p> <div class="sourceCode" id="cb19"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">saemix_control_muchmoreiter</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/saemixControl.html">saemixControl</a></span><span class="op">(</span>nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="fl">3200</span>, <span class="fl">300</span><span class="op">)</span>, nb.chains <span class="op">=</span> <span class="fl">15</span>, - print <span class="op">=</span> <span class="cn">FALSE</span>, save <span class="op">=</span> <span class="cn">FALSE</span>, save.graphs <span class="op">=</span> <span class="cn">FALSE</span>, displayProgress <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> -<span class="va">f_parent_saemix_dfop_tc_mkin_muchmoreiter</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, - control <span class="op">=</span> <span class="va">saemix_control_muchmoreiter</span>, transformations <span class="op">=</span> <span class="st">"mkin"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html">plot</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_mkin_muchmoreiter</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></code></pre></div> -<p><img src="dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin_moreiter-1.png" width="700"></p> -<p>The four combinations (SFO/const, SFO/tc, DFOP/const and DFOP/tc), including the variations of the DFOP/tc combination can be compared using the model comparison function of the saemix package:</p> -<div class="sourceCode" id="cb20"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">AIC_parent_saemix</span> <span class="op"><-</span> <span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/compare.saemix.html">compare.saemix</a></span><span class="op">(</span> +<code class="sourceCode R"><span class="va">AIC_parent_saemix</span> <span class="op"><-</span> <span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/compare.saemix.html" class="external-link">compare.saemix</a></span><span class="op">(</span> <span class="va">f_parent_saemix_sfo_const</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_sfo_tc</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_dfop_const</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, - <span class="va">f_parent_saemix_dfop_tc_moreiter</span><span class="op">$</span><span class="va">so</span>, - <span class="va">f_parent_saemix_dfop_tc_mkin</span><span class="op">$</span><span class="va">so</span>, - <span class="va">f_parent_saemix_dfop_tc_mkin_muchmoreiter</span><span class="op">$</span><span class="va">so</span><span class="op">)</span></code></pre></div> + <span class="va">f_parent_saemix_dfop_tc_moreiter</span><span class="op">$</span><span class="va">so</span><span class="op">)</span></code></pre></div> <pre><code>Likelihoods calculated by importance sampling</code></pre> -<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/base/colnames.html">rownames</a></span><span class="op">(</span><span class="va">AIC_parent_saemix</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span> - <span class="st">"SFO const"</span>, <span class="st">"SFO tc"</span>, <span class="st">"DFOP const"</span>, <span class="st">"DFOP tc"</span>, <span class="st">"DFOP tc more iterations"</span>, - <span class="st">"DFOP tc mkintrans"</span>, <span class="st">"DFOP tc mkintrans more iterations"</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/base/print.html">print</a></span><span class="op">(</span><span class="va">AIC_parent_saemix</span><span class="op">)</span></code></pre></div> -<pre><code> AIC BIC -SFO const 796.38 795.34 -SFO tc 798.38 797.13 -DFOP const 705.75 703.88 -DFOP tc 665.65 663.57 -DFOP tc more iterations 665.88 663.80 -DFOP tc mkintrans 674.02 671.94 -DFOP tc mkintrans more iterations 667.94 665.86</code></pre> -<p>As in the case of nlme fits, the DFOP model fitted with two-component error (number 4) gives the lowest AIC. Using a much larger number of iterations does not significantly change the AIC. When the mkin transformations are used instead of the saemix transformations, we need four times the number of iterations to obtain a goodness of fit that almost as good as the result obtained with saemix transformations.</p> +<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">AIC_parent_saemix</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span> + <span class="st">"SFO const"</span>, <span class="st">"SFO tc"</span>, <span class="st">"DFOP const"</span>, <span class="st">"DFOP tc"</span>, <span class="st">"DFOP tc more iterations"</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">AIC_parent_saemix</span><span class="op">)</span></code></pre></div> +<pre><code> AIC BIC +SFO const 796.38 795.34 +SFO tc 798.38 797.13 +DFOP const 705.75 703.88 +DFOP tc 665.65 663.57 +DFOP tc more iterations 665.88 663.80</code></pre> <p>In order to check the influence of the likelihood calculation algorithms implemented in saemix, the likelihood from Gaussian quadrature is added to the best fit, and the AIC values obtained from the three methods are compared.</p> -<div class="sourceCode" id="cb24"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span> <span class="op"><-</span> - <span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/llgq.saemix.html">llgq.saemix</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span><span class="op">)</span> -<span class="va">AIC_parent_saemix_methods</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span> - is <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"is"</span><span class="op">)</span>, - gq <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"gq"</span><span class="op">)</span>, - lin <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"lin"</span><span class="op">)</span> + <span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/llgq.saemix.html" class="external-link">llgq.saemix</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span><span class="op">)</span> +<span class="va">AIC_parent_saemix_methods</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span> + is <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"is"</span><span class="op">)</span>, + gq <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"gq"</span><span class="op">)</span>, + lin <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"lin"</span><span class="op">)</span> <span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/base/print.html">print</a></span><span class="op">(</span><span class="va">AIC_parent_saemix_methods</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">AIC_parent_saemix_methods</span><span class="op">)</span></code></pre></div> <pre><code> is gq lin 665.65 665.68 665.11 </code></pre> -<p>The AIC values based on importance sampling and Gaussian quadrature are very similar. Using linearisation is known to be less accurate, but still gives a similar value.</p> +<p>The AIC values based on importance sampling and Gaussian quadrature are very similar. Using linearisation is known to be less accurate, but still gives a similar value. In order to illustrate that the comparison of the three method depends on the degree of convergence obtained in the fit, the same comparison is shown below for the fit using the defaults for the number of iterations and the number of MCMC chains.</p> +<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r"> +<code class="sourceCode R"><span class="va">f_parent_saemix_dfop_tc_defaults</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="../../reference/saem.html">saem</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span> +<span class="va">f_parent_saemix_dfop_tc_defaults</span><span class="op">$</span><span class="va">so</span> <span class="op"><-</span> + <span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/llgq.saemix.html" class="external-link">llgq.saemix</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_defaults</span><span class="op">$</span><span class="va">so</span><span class="op">)</span> +<span class="va">AIC_parent_saemix_methods_defaults</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span> + is <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_defaults</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"is"</span><span class="op">)</span>, + gq <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_defaults</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"gq"</span><span class="op">)</span>, + lin <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_defaults</span><span class="op">$</span><span class="va">so</span>, method <span class="op">=</span> <span class="st">"lin"</span><span class="op">)</span> +<span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">AIC_parent_saemix_methods_defaults</span><span class="op">)</span></code></pre></div> +<pre><code> is gq lin +668.27 718.36 666.49 </code></pre> </div> -<div id="nlmixr" class="section level3"> -<h3 class="hasAnchor"> -<a href="#nlmixr" class="anchor"></a>nlmixr</h3> +<div class="section level4"> +<h4 id="nlmixr">nlmixr<a class="anchor" aria-label="anchor" href="#nlmixr"></a> +</h4> <p>In the last years, a lot of effort has been put into the nlmixr package which is designed for pharmacokinetics, where nonlinear mixed-effects models are routinely used, but which can also be used for related data like chemical degradation data. A current development branch of the mkin package provides an interface between mkin and nlmixr. Here, we check if we get equivalent results when using a refined version of the First Order Conditional Estimation (FOCE) algorithm used in nlme, namely the First Order Conditional Estimation with Interaction (FOCEI), and the SAEM algorithm as implemented in nlmixr.</p> -<p>First, the focei algorithm is used for the four model combinations. A number of warnings are produced with unclear significance.</p> -<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/nlmixrdevelopment/nlmixr">nlmixr</a></span><span class="op">)</span> -<span class="va">f_parent_nlmixr_focei_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> -<span class="va">f_parent_nlmixr_focei_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> -<span class="va">f_parent_nlmixr_focei_dfop_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> -<span class="va">f_parent_nlmixr_focei_dfop_tc</span><span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></code></pre></div> +<p>First, the focei algorithm is used for the four model combinations.</p> <div class="sourceCode" id="cb27"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">aic_nlmixr_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span> - <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_focei_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, - <span class="va">f_parent_nlmixr_focei_dfop_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span>, - <span class="va">AIC</span><span class="op">)</span></code></pre></div> -<p>The AIC values are very close to the ones obtained with nlme which are repeated below for convenience.</p> +<code class="sourceCode R"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/nlmixrdevelopment/nlmixr" class="external-link">nlmixr</a></span><span class="op">)</span> +<span class="va">f_parent_nlmixr_focei_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> +<span class="va">f_parent_nlmixr_focei_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> +<span class="va">f_parent_nlmixr_focei_dfop_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span> +<span class="va">f_parent_nlmixr_focei_dfop_tc</span><span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></code></pre></div> +<p>For the SFO model with constant variance, the AIC values are the same, for the DFOP model, there are significant differences between the AIC values. These may be caused by different solutions that are found, but also by the fact that the AIC values for the nlmixr fits are calculated based on Gaussian quadrature, not on linearisation.</p> <div class="sourceCode" id="cb28"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">aic_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span> - <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span>, <span class="cn">NA</span>, <span class="va">f_parent_nlme_sfo_tc</span>, <span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span>, - <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/NA.html">is.na</a></span><span class="op">(</span><span class="va">x</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="cn">NA</span> <span class="kw">else</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span> -<span class="va">aic_nlme_nlmixr_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html">data.frame</a></span><span class="op">(</span> - <span class="st">"Degradation model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"SFO"</span>, <span class="st">"DFOP"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, - <span class="st">"Error model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/rep.html">rep</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"constant variance"</span>, <span class="st">"two-component"</span><span class="op">)</span>, <span class="fl">2</span><span class="op">)</span>, +<code class="sourceCode R"><span class="va">aic_nlmixr_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span> + <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_focei_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, + <span class="va">f_parent_nlmixr_focei_dfop_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span>, + <span class="va">AIC</span><span class="op">)</span> +<span class="va">aic_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span> + <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span>, <span class="cn">NA</span>, <span class="va">f_parent_nlme_sfo_tc</span>, <span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span>, + <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/NA.html" class="external-link">is.na</a></span><span class="op">(</span><span class="va">x</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="cn">NA</span> <span class="kw">else</span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span> +<span class="va">aic_nlme_nlmixr_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span> + <span class="st">"Degradation model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"SFO"</span>, <span class="st">"DFOP"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, + <span class="st">"Error model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"constant variance"</span>, <span class="st">"two-component"</span><span class="op">)</span>, <span class="fl">2</span><span class="op">)</span>, <span class="st">"AIC (nlme)"</span> <span class="op">=</span> <span class="va">aic_nlme</span>, <span class="st">"AIC (nlmixr with FOCEI)"</span> <span class="op">=</span> <span class="va">aic_nlmixr_focei</span>, check.names <span class="op">=</span> <span class="cn">FALSE</span> <span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/r/base/print.html">print</a></span><span class="op">(</span><span class="va">aic_nlme_nlmixr_focei</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">aic_nlme_nlmixr_focei</span><span class="op">)</span></code></pre></div> <pre><code> Degradation model Error model AIC (nlme) AIC (nlmixr with FOCEI) 1 SFO constant variance 796.60 796.60 2 SFO two-component NA 798.64 3 DFOP constant variance 798.60 745.87 4 DFOP two-component 671.91 740.42</code></pre> -<p>Secondly, we use the SAEM estimation routine and check the convergence plots. The control parameters also used for the saemix fits are defined beforehand.</p> +<p>Secondly, we use the SAEM estimation routine and check the convergence plots. The control parameters, which were also used for the saemix fits, are defined beforehand.</p> <div class="sourceCode" id="cb30"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">nlmixr_saem_control_800</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, +<code class="sourceCode R"><span class="va">nlmixr_saem_control_800</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, nBurn <span class="op">=</span> <span class="fl">800</span>, nEm <span class="op">=</span> <span class="fl">300</span>, nmc <span class="op">=</span> <span class="fl">15</span><span class="op">)</span> -<span class="va">nlmixr_saem_control_1000</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, - nBurn <span class="op">=</span> <span class="fl">1000</span>, nEm <span class="op">=</span> <span class="fl">300</span>, nmc <span class="op">=</span> <span class="fl">15</span><span class="op">)</span> -<span class="va">nlmixr_saem_control_10k</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, +<span class="va">nlmixr_saem_control_moreiter</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, + nBurn <span class="op">=</span> <span class="fl">1600</span>, nEm <span class="op">=</span> <span class="fl">300</span>, nmc <span class="op">=</span> <span class="fl">15</span><span class="op">)</span> +<span class="va">nlmixr_saem_control_10k</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>logLik <span class="op">=</span> <span class="cn">TRUE</span>, nBurn <span class="op">=</span> <span class="fl">10000</span>, nEm <span class="op">=</span> <span class="fl">1000</span>, nmc <span class="op">=</span> <span class="fl">15</span><span class="op">)</span></code></pre></div> <p>Then we fit SFO with constant variance</p> <div class="sourceCode" id="cb31"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_sfo_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, control <span class="op">=</span> <span class="va">nlmixr_saem_control_800</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_const-1.png" width="700"></p> <p>and SFO with two-component error.</p> <div class="sourceCode" id="cb32"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, control <span class="op">=</span> <span class="va">nlmixr_saem_control_800</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_tc-1.png" width="700"></p> -<p>For DFOP with constant variance, the convergence plots show considerable instability of the fit, which indicates overparameterisation which was already observed above for this model combination.</p> +<p>For DFOP with constant variance, the convergence plots show considerable instability of the fit, which indicates overparameterisation which was already observed above for this model combination. Also note that the variance of k2 approximates zero, which was already observed in the saemix fits of the DFOP model.</p> <div class="sourceCode" id="cb33"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_const</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, control <span class="op">=</span> <span class="va">nlmixr_saem_control_800</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_const</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_const</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_const-1.png" width="700"></p> -<p>For DFOP with two-component error, a less erratic convergence is seen.</p> +<p>For DFOP with two-component error, a less erratic convergence is seen, but the variance of k2 again approximates zero.</p> <div class="sourceCode" id="cb34"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, control <span class="op">=</span> <span class="va">nlmixr_saem_control_800</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc-1.png" width="700"></p> <p>To check if an increase in the number of iterations improves the fit, we repeat the fit with 1000 iterations for the burn in phase and 300 iterations for the second phase.</p> <div class="sourceCode" id="cb35"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc_1000</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, - control <span class="op">=</span> <span class="va">nlmixr_saem_control_1000</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc_1000</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc_moreiter</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, + control <span class="op">=</span> <span class="va">nlmixr_saem_control_moreiter</span><span class="op">)</span> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc_moreiter</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_1k-1.png" width="700"></p> <p>Here the fit looks very similar, but we will see below that it shows a higher AIC than the fit with 800 iterations in the burn in phase. Next we choose 10 000 iterations for the burn in phase and 1000 iterations for the second phase for comparison with saemix.</p> <div class="sourceCode" id="cb36"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, +<code class="sourceCode R"><span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_parent_mkin_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>, control <span class="op">=</span> <span class="va">nlmixr_saem_control_10k</span><span class="op">)</span> -<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/traceplot.html" class="external-link">traceplot</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> <p><img src="dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_10k-1.png" width="700"></p> -<p>In the above convergence plot, the time course of ‘eta.DMTA_0’ and ‘log_k2’ indicate a false convergence.</p> <p>The AIC values are internally calculated using Gaussian quadrature.</p> <div class="sourceCode" id="cb37"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_dfop_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_dfop_tc</span><span class="op">$</span><span class="va">nm</span>, - <span class="va">f_parent_nlmixr_saem_dfop_tc_1000</span><span class="op">$</span><span class="va">nm</span>, + <span class="va">f_parent_nlmixr_saem_dfop_tc_moreiter</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></code></pre></div> -<pre><code> df AIC -f_parent_nlmixr_saem_sfo_const$nm 5 798.71 -f_parent_nlmixr_saem_sfo_tc$nm 6 808.64 -f_parent_nlmixr_saem_dfop_const$nm 9 1995.96 -f_parent_nlmixr_saem_dfop_tc$nm 10 664.96 -f_parent_nlmixr_saem_dfop_tc_1000$nm 10 667.39 -f_parent_nlmixr_saem_dfop_tc_10k$nm 10 Inf</code></pre> -<p>We can see that again, the DFOP/tc model shows the best goodness of fit. However, increasing the number of burn-in iterations from 800 to 1000 results in a higher AIC. If we further increase the number of iterations to 10 000 (burn-in) and 1000 (second phase), the AIC cannot be calculated for the nlmixr/saem fit, supporting that the fit did not converge properly.</p> +<pre><code> df AIC +f_parent_nlmixr_saem_sfo_const$nm 5 798.71 +f_parent_nlmixr_saem_sfo_tc$nm 6 808.64 +f_parent_nlmixr_saem_dfop_const$nm 9 1995.96 +f_parent_nlmixr_saem_dfop_tc$nm 10 664.96 +f_parent_nlmixr_saem_dfop_tc_moreiter$nm 10 4464.93 +f_parent_nlmixr_saem_dfop_tc_10k$nm 10 Inf</code></pre> +<p>We can see that again, the DFOP/tc model shows the best goodness of fit. However, increasing the number of burn-in iterations from 800 to 1600 results in a higher AIC. If we further increase the number of iterations to 10 000 (burn-in) and 1000 (second phase), the AIC cannot be calculated for the nlmixr/saem fit, confirming that this fit does not converge properly with the SAEM algorithm.</p> </div> -<div id="comparison" class="section level3"> -<h3 class="hasAnchor"> -<a href="#comparison" class="anchor"></a>Comparison</h3> +<div class="section level4"> +<h4 id="comparison">Comparison<a class="anchor" aria-label="anchor" href="#comparison"></a> +</h4> <p>The following table gives the AIC values obtained with the three packages using the same control parameters (800 iterations burn-in, 300 iterations second phase, 15 chains).</p> <div class="sourceCode" id="cb39"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="va">AIC_all</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html">data.frame</a></span><span class="op">(</span> +<code class="sourceCode R"><span class="va">AIC_all</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span> check.names <span class="op">=</span> <span class="cn">FALSE</span>, - <span class="st">"Degradation model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"SFO"</span>, <span class="st">"DFOP"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, - <span class="st">"Error model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"const"</span>, <span class="st">"tc"</span>, <span class="st">"const"</span>, <span class="st">"tc"</span><span class="op">)</span>, - nlme <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_tc</span><span class="op">)</span>, <span class="cn">NA</span>, <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span><span class="op">)</span>, - nlmixr_focei <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_focei_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, + <span class="st">"Degradation model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"SFO"</span>, <span class="st">"DFOP"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, + <span class="st">"Error model"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"const"</span>, <span class="st">"tc"</span>, <span class="st">"const"</span>, <span class="st">"tc"</span><span class="op">)</span>, + nlme <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_const</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_sfo_tc</span><span class="op">)</span>, <span class="cn">NA</span>, <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_parent_nlme_dfop_tc</span><span class="op">)</span><span class="op">)</span>, + nlmixr_focei <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_focei_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_dfop_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_focei_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span>, <span class="va">AIC</span><span class="op">)</span>, - saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_const</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_sfo_tc</span><span class="op">$</span><span class="va">so</span>, + saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">f_parent_saemix_sfo_const</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_sfo_tc</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_dfop_const</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_parent_saemix_dfop_tc</span><span class="op">$</span><span class="va">so</span><span class="op">)</span>, <span class="va">AIC</span><span class="op">)</span>, - nlmixr_saem <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, + nlmixr_saem <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_sfo_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_sfo_tc</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_dfop_const</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_parent_nlmixr_saem_dfop_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span>, <span class="va">AIC</span><span class="op">)</span> <span class="op">)</span> <span class="fu">kable</span><span class="op">(</span><span class="va">AIC_all</span><span class="op">)</span></code></pre></div> @@ -460,132 +463,22 @@ f_parent_nlmixr_saem_dfop_tc_10k$nm 10 Inf</code></pre> </tr> </tbody> </table> -<div class="sourceCode" id="cb40"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html">intervals</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">)</span></code></pre></div> -<pre><code>Approximate 95% confidence intervals - - Fixed effects: - lower est. upper -DMTA_0 96.3087887 98.2761715 100.243554 -k1 0.0336893 0.0643651 0.095041 -k2 0.0062993 0.0088001 0.011301 -g 0.9100426 0.9524920 0.994941 - - Random effects: - lower est. upper -sd(DMTA_0) 0.41868 2.0607469 3.70281 -sd(k1) 0.25611 0.5935653 0.93102 -sd(k2) -10.29603 0.0029188 10.30187 -sd(g) 0.38083 1.0572543 1.73368 - - - lower est. upper -a.1 0.86253 1.061610 1.260690 -b.1 0.02262 0.029666 0.036712</code></pre> -<div class="sourceCode" id="cb42"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html">intervals</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc</span><span class="op">)</span></code></pre></div> -<pre><code>Approximate 95% confidence intervals - - Fixed effects: - lower est. upper -DMTA_0 96.3087887 98.2761715 100.243554 -k1 0.0336893 0.0643651 0.095041 -k2 0.0062993 0.0088001 0.011301 -g 0.9100426 0.9524920 0.994941 - - Random effects: - lower est. upper -sd(DMTA_0) 0.41868 2.0607469 3.70281 -sd(k1) 0.25611 0.5935653 0.93102 -sd(k2) -10.29603 0.0029188 10.30187 -sd(g) 0.38083 1.0572543 1.73368 - - - lower est. upper -a.1 0.86253 1.061610 1.260690 -b.1 0.02262 0.029666 0.036712</code></pre> -<div class="sourceCode" id="cb44"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html">intervals</a></span><span class="op">(</span><span class="va">f_parent_saemix_dfop_tc_mkin_muchmoreiter</span><span class="op">)</span></code></pre></div> -<pre><code>Approximate 95% confidence intervals - - Fixed effects: - lower est. upper -DMTA_0 96.3402070 98.2789378 100.217669 -k1 0.0397896 0.0641976 0.103578 -k2 0.0041987 0.0084427 0.016977 -g 0.8656257 0.9521509 0.983992 - - Random effects: - lower est. upper -sd(DMTA_0) 0.38907 2.01821 3.64735 -sd(log_k1) 0.25653 0.59512 0.93371 -sd(log_k2) -0.20501 0.37610 0.95721 -sd(g_qlogis) 0.39712 1.18296 1.96879 - - - lower est. upper -a.1 0.868558 1.070260 1.271963 -b.1 0.022461 0.029505 0.036548</code></pre> -<div class="sourceCode" id="cb46"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html">intervals</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc</span><span class="op">)</span></code></pre></div> -<pre><code>Approximate 95% confidence intervals - - Fixed effects: - lower est. upper -DMTA_0 96.3224806 98.2941093 100.265738 -k1 0.0402270 0.0648200 0.104448 -k2 0.0068547 0.0093928 0.012871 -g 0.8764066 0.9501419 0.980848 - - Random effects: - lower est. upper -sd(DMTA_0) NA 1.686509 NA -sd(log_k1) NA 0.592805 NA -sd(log_k2) NA 0.009766 NA -sd(g_qlogis) NA 1.082616 NA - - - lower est. upper -sigma_low NA 1.081677 NA -rsd_high NA 0.032073 NA</code></pre> -<div class="sourceCode" id="cb48"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html">intervals</a></span><span class="op">(</span><span class="va">f_parent_nlmixr_saem_dfop_tc_10k</span><span class="op">)</span></code></pre></div> -<pre><code>Approximate 95% confidence intervals - - Fixed effects: - lower est. upper -DMTA_0 96.2302085 98.1641090 100.098010 -k1 0.0398514 0.0643909 0.104041 -k2 0.0066292 0.0090784 0.012432 -g 0.8831478 0.9527284 0.981734 - - Random effects: - lower est. upper -sd(DMTA_0) NA 1.6257e+00 NA -sd(log_k1) NA 5.9627e-01 NA -sd(log_k2) NA 5.8400e-07 NA -sd(g_qlogis) NA 1.0676e+00 NA - - - lower est. upper -sigma_low NA 1.087722 NA -rsd_high NA 0.031883 NA</code></pre> </div> </div> </div> -<div id="references" class="section level1"> -<h1 class="hasAnchor"> -<a href="#references" class="anchor"></a>References</h1> +<div class="section level2"> +<h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a> +</h2> <!-- vim: set foldmethod=syntax: --> <div id="refs" class="references hanging-indent"> <div id="ref-efsa_2018_dimethenamid"> <p>EFSA. 2018. “Peer Review of the Pesticide Risk Assessment of the Active Substance Dimethenamid-P.” <em>EFSA Journal</em> 16 (4): 5211.</p> </div> <div id="ref-ranke2021"> -<p>Ranke, Johannes, Janina Wöltjen, Jana Schmidt, and Emmanuelle Comets. 2021. “Taking Kinetic Evaluations of Degradation Data to the Next Level with Nonlinear Mixed-Effects Models.” <em>Environments</em> 8 (8). <a href="https://doi.org/10.3390/environments8080071">https://doi.org/10.3390/environments8080071</a>.</p> +<p>Ranke, Johannes, Janina Wöltjen, Jana Schmidt, and Emmanuelle Comets. 2021. “Taking Kinetic Evaluations of Degradation Data to the Next Level with Nonlinear Mixed-Effects Models.” <em>Environments</em> 8 (8). <a href="https://doi.org/10.3390/environments8080071" class="external-link">https://doi.org/10.3390/environments8080071</a>.</p> </div> <div id="ref-dimethenamid_rar_2018_b8"> -<p>Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria. 2018. “Renewal Assessment Report Dimethenamid-P Volume 3 - B.8 Environmental fate and behaviour, Rev. 2 - November 2017.” <a href="https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p> +<p>Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria. 2018. “Renewal Assessment Report Dimethenamid-P Volume 3 - B.8 Environmental fate and behaviour, Rev. 2 - November 2017.” <a href="https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716" class="external-link">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p> </div> </div> </div> @@ -602,11 +495,13 @@ rsd_high NA 0.031883 NA</code></pre> <footer><div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <p></p> +<p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p> +<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> </footer> @@ -615,5 +510,7 @@ rsd_high NA 0.031883 NA</code></pre> + + </body> </html> diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png Binary files differindex 8eb464d1..950abf27 100644 --- 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class="container template-authors"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <div class="container template-citation-authors"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -76,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -86,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -111,53 +55,66 @@ <li> <a href="articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="contents col-md-9"> - <div class="page-header"> - <h1>Authors</h1> + <div class="section level2 authors-section"> + <div class="page-header"> + <h1>Authors</h1> + </div> + + + <ul class="list-unstyled"><li> + <p><strong>Johannes Ranke</strong>. Author, maintainer, copyright holder. <a href="https://orcid.org/0000-0003-4371-6538" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> + </p> + </li> + <li> + <p><strong>Katrin Lindenberger</strong>. Contributor. + <br><small>contributed to mkinresplot()</small></p> + </li> + <li> + <p><strong>René Lehmann</strong>. Contributor. + <br><small>ilr() and invilr()</small></p> + </li> + <li> + <p><strong>Eurofins Regulatory AG</strong>. Copyright holder. + <br><small>copyright for some of the contributions of JR 2012-2014</small></p> + </li> + </ul></div> + <div class="section level2 citation-section"> + <div> + <h1 id="citation">Citation</h1> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/DESCRIPTION" class="external-link"><code>DESCRIPTION</code></a></small> + </div> </div> - <ul class="list-unstyled"> - <li> - <p><strong>Johannes Ranke</strong>. Author, maintainer, copyright holder. <a href='https://orcid.org/0000-0003-4371-6538' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a> - </p> - </li> - <li> - <p><strong>Katrin Lindenberger</strong>. Contributor. - <br /><small>contributed to mkinresplot()</small></p> - </li> - <li> - <p><strong>René Lehmann</strong>. Contributor. - <br /><small>ilr() and invilr()</small></p> - </li> - <li> - <p><strong>Eurofins Regulatory AG</strong>. Copyright holder. - <br /><small>copyright for some of the contributions of JR 2012-2014</small></p> - </li> - </ul> + + <p>Ranke J (2022). +<em>mkin: Kinetic Evaluation of Chemical Degradation Data</em>. +R package version 1.1.0, <a href="https://pkgdown.jrwb.de/mkin/">https://pkgdown.jrwb.de/mkin/</a>. +</p> + <pre>@Manual{, + title = {mkin: Kinetic Evaluation of Chemical Degradation Data}, + author = {Johannes Ranke}, + year = {2022}, + note = {R package version 1.1.0}, + url = {https://pkgdown.jrwb.de/mkin/}, +}</pre> </div> @@ -165,22 +122,20 @@ - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/index.html b/docs/dev/index.html index fe365189..9490235c 100644 --- a/docs/dev/index.html +++ b/docs/dev/index.html @@ -31,6 +31,8 @@ <![endif]--> </head> <body data-spy="scroll" data-target="#toc"> + + <div class="container template-home"> <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> @@ -91,7 +93,7 @@ </ul> <ul class="nav navbar-nav navbar-right"> <li> - <a href="https://github.com/jranke/mkin/"> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> @@ -108,39 +110,39 @@ </header><div class="row"> <div class="contents col-md-9"> -<div id="mkin" class="section level1"> -<div class="page-header"><h1 class="hasAnchor"> -<a href="#mkin" class="anchor"></a>mkin</h1></div> +<div class="section level1"> +<div class="page-header"><h1 id="mkin">mkin<a class="anchor" aria-label="anchor" href="#mkin"></a> +</h1></div> <p>The R package <strong>mkin</strong> provides calculation routines for the analysis of chemical degradation data, including <b>m</b>ulticompartment <b>kin</b>etics as needed for modelling the formation and decline of transformation products, or if several degradation compartments are involved.</p> -<div id="installation" class="section level2"> -<h2 class="hasAnchor"> -<a href="#installation" class="anchor"></a>Installation</h2> -<p>You can install the latest released version from <a href="https://cran.r-project.org/package=mkin">CRAN</a> from within R:</p> +<div class="section level2"> +<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a> +</h2> +<p>You can install the latest released version from <a href="https://cran.r-project.org/package=mkin" class="external-link">CRAN</a> from within R:</p> <div class="sourceCode" id="cb1"><pre class="downlit sourceCode r"> -<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span><span class="op">(</span><span class="st">"mkin"</span><span class="op">)</span></code></pre></div> +<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"mkin"</span><span class="op">)</span></code></pre></div> </div> -<div id="background" class="section level2"> -<h2 class="hasAnchor"> -<a href="#background" class="anchor"></a>Background</h2> +<div class="section level2"> +<h2 id="background">Background<a class="anchor" aria-label="anchor" href="#background"></a> +</h2> <p>In the regulatory evaluation of chemical substances like plant protection products (pesticides), biocides and other chemicals, degradation data play an important role. For the evaluation of pesticide degradation experiments, detailed guidance and helpful tools have been developed as detailed in ‘Credits and historical remarks’ below.</p> </div> -<div id="usage" class="section level2"> -<h2 class="hasAnchor"> -<a href="#usage" class="anchor"></a>Usage</h2> +<div class="section level2"> +<h2 id="usage">Usage<a class="anchor" aria-label="anchor" href="#usage"></a> +</h2> <p>For a start, have a look at the code examples provided for <a href="https://pkgdown.jrwb.de/mkin/reference/plot.mkinfit.html"><code>plot.mkinfit</code></a> and <a href="https://pkgdown.jrwb.de/mkin/reference/plot.mmkin.html"><code>plot.mmkin</code></a>, and at the package vignettes <a href="https://pkgdown.jrwb.de/mkin/articles/FOCUS_L.html"><code>FOCUS L</code></a> and <a href="https://pkgdown.jrwb.de/mkin/articles/FOCUS_D.html"><code>FOCUS D</code></a>.</p> </div> -<div id="documentation" class="section level2"> -<h2 class="hasAnchor"> -<a href="#documentation" class="anchor"></a>Documentation</h2> -<p>The HTML documentation of the latest version released to CRAN is available at <a href="https://pkgdown.jrwb.de/mkin/">jrwb.de</a> and <a href="https://jranke.github.io/mkin/">github</a>. Documentation of the development version is found in the <a href="https://pkgdown.jrwb.de/mkin/dev/">‘dev’ subdirectory</a>.</p> +<div class="section level2"> +<h2 id="documentation">Documentation<a class="anchor" aria-label="anchor" href="#documentation"></a> +</h2> +<p>The HTML documentation of the latest version released to CRAN is available at <a href="https://pkgdown.jrwb.de/mkin/">jrwb.de</a> and <a href="https://jranke.github.io/mkin/" class="external-link">github</a>. Documentation of the development version is found in the <a href="https://pkgdown.jrwb.de/mkin/dev/">‘dev’ subdirectory</a>.</p> </div> -<div id="features" class="section level2"> -<h2 class="hasAnchor"> -<a href="#features" class="anchor"></a>Features</h2> -<div id="general" class="section level3"> -<h3 class="hasAnchor"> -<a href="#general" class="anchor"></a>General</h3> +<div class="section level2"> +<h2 id="features">Features<a class="anchor" aria-label="anchor" href="#features"></a> +</h2> +<div class="section level3"> +<h3 id="general">General<a class="anchor" aria-label="anchor" href="#general"></a> +</h3> <ul> <li>Highly flexible model specification using <a href="https://pkgdown.jrwb.de/mkin/reference/mkinmod.html"><code>mkinmod</code></a>, including equilibrium reactions and using the single first-order reversible binding (SFORB) model, which will automatically create two latent state variables for the observed variable.</li> <li>Model solution (forward modelling) in the function <a href="https://pkgdown.jrwb.de/mkin/reference/mkinpredict.html"><code>mkinpredict</code></a> is performed either using the analytical solution for the case of parent only degradation, an eigenvalue based solution if only simple first-order (SFO) or SFORB kinetics are used in the model, or using a numeric solver from the <code>deSolve</code> package (default is <code>lsoda</code>).</li> @@ -150,9 +152,9 @@ <li>The ‘variance by variable’ error model which is often fitted using Iteratively Reweighted Least Squares (IRLS) should now be specified as <code>error_model = "obs"</code>.</li> </ul> </div> -<div id="unique-in-mkin" class="section level3"> -<h3 class="hasAnchor"> -<a href="#unique-in-mkin" class="anchor"></a>Unique in mkin</h3> +<div class="section level3"> +<h3 id="unique-in-mkin">Unique in mkin<a class="anchor" aria-label="anchor" href="#unique-in-mkin"></a> +</h3> <ul> <li>Three different error models can be selected using the argument <code>error_model</code> to the <a href="https://pkgdown.jrwb.de/mkin/reference/mkinfit.html"><code>mkinfit</code></a> function. A two-component error model similar to the one proposed by <a href="https://pkgdown.jrwb.de/mkin/reference/sigma_twocomp.html">Rocke and Lorenzato</a> can be selected using the argument <code>error_model = "tc"</code>.</li> <li>Model comparisons using the Akaike Information Criterion (AIC) are supported which can also be used for non-constant variance. In such cases the FOCUS chi-squared error level is not meaningful.</li> @@ -162,37 +164,37 @@ <li>Nonlinear mixed-effects models can be created from fits of the same degradation model to different datasets for the same compound by using the <a href="https://pkgdown.jrwb.de/mkin/reference/nlme.mmkin.html">nlme.mmkin</a> method. Note that the convergence of the nlme fits depends on the quality of the data. Convergence is better for simple models and data for many groups (e.g. soils).</li> </ul> </div> -<div id="performance" class="section level3"> -<h3 class="hasAnchor"> -<a href="#performance" class="anchor"></a>Performance</h3> +<div class="section level3"> +<h3 id="performance">Performance<a class="anchor" aria-label="anchor" href="#performance"></a> +</h3> <ul> <li>Parallel fitting of several models to several datasets is supported, see for example <a href="https://pkgdown.jrwb.de/mkin/reference/plot.mmkin.html"><code>plot.mmkin</code></a>.</li> -<li>If a C compiler is installed, the kinetic models are compiled from automatically generated C code, see <a href="https://pkgdown.jrwb.de/mkin/articles/web_only/compiled_models.html">vignette <code>compiled_models</code></a>. The autogeneration of C code was inspired by the <a href="https://github.com/karlines/ccSolve"><code>ccSolve</code></a> package. Thanks to Karline Soetaert for her work on that.</li> -<li>Even if no compiler is installed, many degradation models still give <a href="https://pkgdown.jrwb.de/mkin/articles/web_only/benchmarks.html">very good performance</a>, as current versions of mkin also have <a href="https://jrwb.de/performance-improvements-mkin/">analytical solutions for some models with one metabolite</a>, and if SFO or SFORB are used for the parent compound, Eigenvalue based solutions of the degradation model are available.</li> +<li>If a C compiler is installed, the kinetic models are compiled from automatically generated C code, see <a href="https://pkgdown.jrwb.de/mkin/articles/web_only/compiled_models.html">vignette <code>compiled_models</code></a>. The autogeneration of C code was inspired by the <a href="https://github.com/karlines/ccSolve" class="external-link"><code>ccSolve</code></a> package. Thanks to Karline Soetaert for her work on that.</li> +<li>Even if no compiler is installed, many degradation models still give <a href="https://pkgdown.jrwb.de/mkin/articles/web_only/benchmarks.html">very good performance</a>, as current versions of mkin also have <a href="https://jrwb.de/performance-improvements-mkin/" class="external-link">analytical solutions for some models with one metabolite</a>, and if SFO or SFORB are used for the parent compound, Eigenvalue based solutions of the degradation model are available.</li> </ul> </div> </div> -<div id="gui" class="section level2"> -<h2 class="hasAnchor"> -<a href="#gui" class="anchor"></a>GUI</h2> -<p>There is a graphical user interface that may be useful. Please refer to its <a href="https://pkgdown.jrwb.de/gmkin/">documentation page</a> for installation instructions and a manual.</p> +<div class="section level2"> +<h2 id="gui">GUI<a class="anchor" aria-label="anchor" href="#gui"></a> +</h2> +<p>There is a graphical user interface that may be useful. Please refer to its <a href="https://pkgdown.jrwb.de/gmkin/" class="external-link">documentation page</a> for installation instructions and a manual.</p> </div> -<div id="news" class="section level2"> -<h2 class="hasAnchor"> -<a href="#news" class="anchor"></a>News</h2> -<p>There is a list of changes for the latest <a href="https://cran.r-project.org/package=mkin/news/news.html">CRAN release</a> and one for each github branch, e.g. <a href="https://github.com/jranke/mkin/blob/master/NEWS.md">the main branch</a>.</p> +<div class="section level2"> +<h2 id="news">News<a class="anchor" aria-label="anchor" href="#news"></a> +</h2> +<p>There is a list of changes for the latest <a href="https://cran.r-project.org/package=mkin/news/news.html" class="external-link">CRAN release</a> and one for each github branch, e.g. <a href="https://github.com/jranke/mkin/blob/main/NEWS.md" class="external-link">the main branch</a>.</p> </div> -<div id="credits-and-historical-remarks" class="section level2"> -<h2 class="hasAnchor"> -<a href="#credits-and-historical-remarks" class="anchor"></a>Credits and historical remarks</h2> -<p><code>mkin</code> would not be possible without the underlying software stack consisting of, among others, R and the package <a href="https://cran.r-project.org/package=deSolve">deSolve</a>. In previous version, <code>mkin</code> was also using the functionality of the <a href="https://cran.r-project.org/package=FME">FME</a> package. Please refer to the <a href="https://cran.r-project.org/package=mkin">package page on CRAN</a> for the full list of imported and suggested R packages. Also, <a href="https://debian.org">Debian Linux</a>, the vim editor and the <a href="https://github.com/jalvesaq/Nvim-R">Nvim-R</a> plugin have been invaluable in its development.</p> -<p><code>mkin</code> could not have been written without me being introduced to regulatory fate modelling of pesticides by Adrian Gurney during my time at Harlan Laboratories Ltd (formerly RCC Ltd). <code>mkin</code> greatly profits from and largely follows the work done by the <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics">FOCUS Degradation Kinetics Workgroup</a>, as detailed in their guidance document from 2006, slightly updated in 2011 and in 2014.</p> +<div class="section level2"> +<h2 id="credits-and-historical-remarks">Credits and historical remarks<a class="anchor" aria-label="anchor" href="#credits-and-historical-remarks"></a> +</h2> +<p><code>mkin</code> would not be possible without the underlying software stack consisting of, among others, R and the package <a href="https://cran.r-project.org/package=deSolve" class="external-link">deSolve</a>. In previous version, <code>mkin</code> was also using the functionality of the <a href="https://cran.r-project.org/package=FME" class="external-link">FME</a> package. Please refer to the <a href="https://cran.r-project.org/package=mkin" class="external-link">package page on CRAN</a> for the full list of imported and suggested R packages. Also, <a href="https://debian.org" class="external-link">Debian Linux</a>, the vim editor and the <a href="https://github.com/jalvesaq/Nvim-R" class="external-link">Nvim-R</a> plugin have been invaluable in its development.</p> +<p><code>mkin</code> could not have been written without me being introduced to regulatory fate modelling of pesticides by Adrian Gurney during my time at Harlan Laboratories Ltd (formerly RCC Ltd). <code>mkin</code> greatly profits from and largely follows the work done by the <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">FOCUS Degradation Kinetics Workgroup</a>, as detailed in their guidance document from 2006, slightly updated in 2011 and in 2014.</p> <p>Also, it was inspired by the first version of KinGUI developed by BayerCropScience, which is based on the MatLab runtime environment.</p> -<p>The companion package <a href="http://kinfit.r-forge.r-project.org/kinfit_static/index.html">kinfit</a> (now deprecated) was <a href="https://r-forge.r-project.org/scm/viewvc.php?view=rev&root=kinfit&revision=2">started in 2008</a> and <a href="https://cran.r-project.org/src/contrib/Archive/kinfit/">first published</a> on CRAN on 01 May 2010.</p> -<p>The first <code>mkin</code> code was <a href="https://r-forge.r-project.org/scm/viewvc.php?view=rev&root=kinfit&revision=8">published on 11 May 2010</a> and the <a href="https://cran.r-project.org/src/contrib/Archive/mkin/">first CRAN version</a> on 18 May 2010.</p> +<p>The companion package <a href="http://kinfit.r-forge.r-project.org/kinfit_static/index.html" class="external-link">kinfit</a> (now deprecated) was <a href="https://r-forge.r-project.org/scm/viewvc.php?view=rev&root=kinfit&revision=2" class="external-link">started in 2008</a> and <a href="https://cran.r-project.org/src/contrib/Archive/kinfit/" class="external-link">first published</a> on CRAN on 01 May 2010.</p> +<p>The first <code>mkin</code> code was <a href="https://r-forge.r-project.org/scm/viewvc.php?view=rev&root=kinfit&revision=8" class="external-link">published on 11 May 2010</a> and the <a href="https://cran.r-project.org/src/contrib/Archive/mkin/" class="external-link">first CRAN version</a> on 18 May 2010.</p> <p>In 2011, Bayer Crop Science started to distribute an R based successor to KinGUI named KinGUII whose R code is based on <code>mkin</code>, but which added, among other refinements, a closed source graphical user interface (GUI), iteratively reweighted least squares (IRLS) optimisation of the variance for each of the observed variables, and Markov Chain Monte Carlo (MCMC) simulation functionality, similar to what is available e.g. in the <code>FME</code> package.</p> -<p>Somewhat in parallel, Syngenta has sponsored the development of an <code>mkin</code> and KinGUII based GUI application called CAKE, which also adds IRLS and MCMC, is more limited in the model formulation, but puts more weight on usability. CAKE is available for download from the <a href="https://cake-kinetics.org">CAKE website</a>, where you can also find a zip archive of the R scripts derived from <code>mkin</code>, published under the GPL license.</p> -<p>Finally, there is <a href="https://github.com/zhenglei-gao/KineticEval">KineticEval</a>, which contains a further development of the scripts used for KinGUII, so the different tools will hopefully be able to learn from each other in the future as well.</p> +<p>Somewhat in parallel, Syngenta has sponsored the development of an <code>mkin</code> and KinGUII based GUI application called CAKE, which also adds IRLS and MCMC, is more limited in the model formulation, but puts more weight on usability. CAKE is available for download from the <a href="https://cake-kinetics.org" class="external-link">CAKE website</a>, where you can also find a zip archive of the R scripts derived from <code>mkin</code>, published under the GPL license.</p> +<p>Finally, there is <a href="https://github.com/zhenglei-gao/KineticEval" class="external-link">KineticEval</a>, which contains a further development of the scripts used for KinGUII, so the different tools will hopefully be able to learn from each other in the future as well.</p> <p>Thanks to René Lehmann, formerly working at the Umweltbundesamt, for the nice cooperation cooperation on parameter transformations, especially the isometric log-ratio transformation that is now used for formation fractions in case there are more than two transformation targets.</p> <p>Many inspirations for improvements of mkin resulted from doing kinetic evaluations of degradation data for my clients while working at Harlan Laboratories and at Eurofins Regulatory AG, and now as an independent consultant.</p> <p>Funding was received from the Umweltbundesamt in the course of the projects</p> @@ -205,30 +207,30 @@ <li>Project Number 146839 (Checking the feasibility of using mixed-effects models for the derivation of kinetic modelling parameters from degradation studies, 2020-2021)</li> </ul> </div> -<div id="references" class="section level2"> -<h2 class="hasAnchor"> -<a href="#references" class="anchor"></a>References</h2> +<div class="section level2"> +<h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a> +</h2> <table class="table"> <tr> <td> -Ranke J, Wöltjen J, Schmidt J, and Comets E (2021) Taking kinetic evaluations of degradation data to the next level with nonlinear mixed-effects models. <i>Environments</i> <b>8</b> (8) 71 <a href="https://doi.org/10.3390/environments8080071">doi:10.3390/environments8080071</a> +Ranke J, Wöltjen J, Schmidt J, and Comets E (2021) Taking kinetic evaluations of degradation data to the next level with nonlinear mixed-effects models. <i>Environments</i> <b>8</b> (8) 71 <a href="https://doi.org/10.3390/environments8080071" class="external-link">doi:10.3390/environments8080071</a> </td> </tr> <tr> <td> -Ranke J, Meinecke S (2019) Error Models for the Kinetic Evaluation of Chemical Degradation Data <i>Environments</i> <b>6</b> (12) 124 <a href="https://doi.org/10.3390/environments6120124">doi:10.3390/environments6120124</a> +Ranke J, Meinecke S (2019) Error Models for the Kinetic Evaluation of Chemical Degradation Data <i>Environments</i> <b>6</b> (12) 124 <a href="https://doi.org/10.3390/environments6120124" class="external-link">doi:10.3390/environments6120124</a> </td> </tr> <tr> <td> -Ranke J, Wöltjen J, Meinecke S (2018) Comparison of software tools for kinetic evaluation of chemical degradation data <i>Environmental Sciences Europe</i> <b>30</b> 17 <a href="https://doi.org/10.1186/s12302-018-0145-1">doi:10.1186/s12302-018-0145-1</a> +Ranke J, Wöltjen J, Meinecke S (2018) Comparison of software tools for kinetic evaluation of chemical degradation data <i>Environmental Sciences Europe</i> <b>30</b> 17 <a href="https://doi.org/10.1186/s12302-018-0145-1" class="external-link">doi:10.1186/s12302-018-0145-1</a> </td> </tr> </table> </div> -<div id="development" class="section level2"> -<h2 class="hasAnchor"> -<a href="#development" class="anchor"></a>Development</h2> +<div class="section level2"> +<h2 id="development">Development<a class="anchor" aria-label="anchor" href="#development"></a> +</h2> <p>Contributions are welcome!</p> </div> </div> @@ -236,48 +238,58 @@ Ranke J, Wöltjen J, Meinecke S (2018) Comparison of software tools for kinetic <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> <div class="links"> -<h2>Links</h2> +<h2 data-toc-skip>Links</h2> <ul class="list-unstyled"> -<li>Download from CRAN at <br><a href="https://cloud.r-project.org/package=mkin">https://cloud.r-project.org/package=mkin</a> -</li> -<li>Browse source code at <br><a href="https://github.com/jranke/mkin/">https://github.com/jranke/mkin/</a> -</li> -<li>Report a bug at <br><a href="https://github.com/jranke/mkin/issues/">https://github.com/jranke/mkin/issues/</a> -</li> +<li><a href="https://cloud.r-project.org/package=mkin" class="external-link">View on CRAN</a></li> +<li><a href="https://github.com/jranke/mkin/" class="external-link">Browse source code</a></li> +<li><a href="https://github.com/jranke/mkin/issues/" class="external-link">Report a bug</a></li> </ul> </div> + <div class="license"> -<h2>License</h2> +<h2 data-toc-skip>License</h2> <ul class="list-unstyled"> <li>GPL</li> </ul> </div> -<div class="developers"> -<h2>Developers</h2> + + +<div class="citation"> +<h2 data-toc-skip>Citation</h2> <ul class="list-unstyled"> -<li>Johannes Ranke <br><small class="roles"> Author, maintainer, copyright holder </small> <a href="https://orcid.org/0000-0003-4371-6538" target="orcid.widget" aria-label="ORCID"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li> -<li><a href="authors.html">All authors...</a></li> +<li><a href="authors.html#citation">Citing mkin</a></li> </ul> </div> - <div class="dev-status"> -<h2>Dev status</h2> +<div class="developers"> +<h2 data-toc-skip>Developers</h2> <ul class="list-unstyled"> -<li><a href="https://cran.r-project.org/package=mkin"><img src="https://www.r-pkg.org/badges/version/mkin"></a></li> -<li><a href="https://app.travis-ci.com/github/jranke/mkin"><img src="https://travis-ci.com/jranke/mkin.svg?branch=master" alt="Build Status"></a></li> -<li><a href="https://codecov.io/github/jranke/mkin"><img src="https://codecov.io/github/jranke/mkin/branch/master/graphs/badge.svg" alt="codecov"></a></li> +<li>Johannes Ranke <br><small class="roles"> Author, maintainer, copyright holder </small> <a href="https://orcid.org/0000-0003-4371-6538" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li> +<li><a href="authors.html">More about authors...</a></li> </ul> </div> + +<div class="dev-status"> +<h2 data-toc-skip>Dev status</h2> +<ul class="list-unstyled"> +<li><a href="https://cran.r-project.org/package=mkin" class="external-link"><img src="https://www.r-pkg.org/badges/version/mkin"></a></li> +<li><a href="https://app.travis-ci.com/github/jranke/mkin" class="external-link"><img src="https://travis-ci.com/jranke/mkin.svg?branch=main" alt="Build Status"></a></li> +<li><a href="https://codecov.io/github/jranke/mkin" class="external-link"><img src="https://codecov.io/github/jranke/mkin/branch/main/graphs/badge.svg" alt="codecov"></a></li> +</ul> </div> + + </div> </div> <footer><div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <p></p> +<p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p> +<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> </footer> @@ -286,5 +298,7 @@ Ranke J, Wöltjen J, Meinecke S (2018) Comparison of software tools for kinetic + + </body> </html> diff --git a/docs/dev/news/index.html b/docs/dev/news/index.html index 2a6b3d9d..39e7a52e 100644 --- a/docs/dev/news/index.html +++ b/docs/dev/news/index.html @@ -1,66 +1,12 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Changelog • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script> -<!-- Bootstrap --> - -<link rel="stylesheet" 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src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - - - </head> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - <body data-spy="scroll" data-target="#toc"> <div class="container template-news"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -76,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -86,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -111,101 +55,72 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1 data-toc-skip>Changelog <small></small></h1> - <small>Source: <a href='https://github.com/jranke/mkin/blob/master/NEWS.md'><code>NEWS.md</code></a></small> + <small>Source: <a href="https://github.com/jranke/mkin/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small> </div> - <div id="mkin-110-unreleased" class="section level1"> -<h1 class="page-header" data-toc-text="1.1.0"> -<a href="#mkin-110-unreleased" class="anchor"></a>mkin 1.1.0 (unreleased)</h1> -<div id="mixed-effects-models" class="section level2"> -<h2 class="hasAnchor"> -<a href="#mixed-effects-models" class="anchor"></a>Mixed-effects models</h2> -<ul> -<li><p>Introduce an interface to nlmixr, supporting estimation methods ‘saem’ and ‘focei’: S3 method ‘nlmixr.mmkin’ using the helper functions ‘nlmixr_model’ and ‘nlmixr_data’ to set up nlmixr models for mmkin row objects, with summary and plot methods.</p></li> -<li><p>Reintroduce the interface to current development versions (not on CRAN) of saemix, in particular the generic function ‘saem’ with a generator ‘saem.mmkin’, currently using ‘saemix_model’ and ‘saemix_data’, summary and plot methods</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.1.0" id="mkin-110-unreleased">mkin 1.1.0 (unreleased)<a class="anchor" aria-label="anchor" href="#mkin-110-unreleased"></a></h2> +<div class="section level3"> +<h3 id="mixed-effects-models-1-1-0">Mixed-effects models<a class="anchor" aria-label="anchor" href="#mixed-effects-models-1-1-0"></a></h3> +<ul><li><p>Introduce an interface to nlmixr, supporting estimation methods ‘saem’ and ‘focei’: S3 method ‘nlmixr.mmkin’ using the helper functions ‘nlmixr_model’ and ‘nlmixr_data’ to set up nlmixr models for mmkin row objects, with summary and plot methods.</p></li> +<li><p>Reintroduce the interface to saemix (now on CRAN), in particular the generic function ‘saem’ with a generator ‘saem.mmkin’, currently using ‘saemix_model’ and ‘saemix_data’, summary and plot methods</p></li> <li><p>‘mean_degparms’: New argument ‘test_log_parms’ that makes the function only consider log-transformed parameters where the untransformed parameters pass the t-test for a certain confidence level. This can be used to obtain more plausible starting parameters for the different mixed-effects model backends</p></li> <li><p>‘plot.mixed.mmkin’: Gains arguments ‘test_log_parms’ and ‘conf.level’</p></li> <li><p>‘vignettes/web_only/dimethenamid_2018.rmd’: Example evaluations of the dimethenamid data.</p></li> <li><p>‘intervals’: Provide methods of this nlme function for ‘nlmixr.mmkin’ and ‘saem.mmkin’ objects.</p></li> -</ul> -</div> -</div> - <div id="mkin-105-2021-09-15" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.5"> -<a href="#mkin-105-2021-09-15" class="anchor"></a>mkin 1.0.5 (2021-09-15)</h1> -<ul> -<li>‘dimethenamid_2018’: Correct the data for the Borstel soil. The five observations from Staudenmaier (2013) that were previously stored as “Borstel 2” are actually just a subset of the 16 observations in “Borstel 1” which is now simply “Borstel”</li> -</ul> -</div> - <div id="mkin-104-2021-04-20" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.4"> -<a href="#mkin-104-2021-04-20" class="anchor"></a>mkin 1.0.4 (2021-04-20)</h1> -<ul> -<li><p>All plotting functions setting graphical parameters: Use on.exit() for resetting graphical parameters</p></li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.5" id="mkin-105-2021-09-15">mkin 1.0.5 (2021-09-15)<a class="anchor" aria-label="anchor" href="#mkin-105-2021-09-15"></a></h2> +<ul><li>‘dimethenamid_2018’: Correct the data for the Borstel soil. The five observations from Staudenmaier (2013) that were previously stored as “Borstel 2” are actually just a subset of the 16 observations in “Borstel 1” which is now simply “Borstel”</li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.4" id="mkin-104-2021-04-20">mkin 1.0.4 (2021-04-20)<a class="anchor" aria-label="anchor" href="#mkin-104-2021-04-20"></a></h2> +<ul><li><p>All plotting functions setting graphical parameters: Use on.exit() for resetting graphical parameters</p></li> <li><p>‘plot.mkinfit’: Use xlab and xlim for the residual plot if show_residuals is TRUE</p></li> <li><p>‘mmkin’: Use cores = 1 per default on Windows to make it easier for first time users</p></li> -</ul> -</div> - <div id="mkin-103-2021-02-15" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.3"> -<a href="#mkin-103-2021-02-15" class="anchor"></a>mkin 1.0.3 (2021-02-15)</h1> -<ul> -<li>Review and update README, the ‘Introduction to mkin’ vignette and some of the help pages</li> -</ul> -</div> - <div id="mkin-102-unreleased" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.2"> -<a href="#mkin-102-unreleased" class="anchor"></a>mkin 1.0.2 (Unreleased)</h1> -<ul> -<li>‘mkinfit’: Keep model names stored in ‘mkinmod’ objects, avoiding their loss in ‘gmkin’</li> -</ul> -</div> - <div id="mkin-101-2021-02-10" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.1"> -<a href="#mkin-101-2021-02-10" class="anchor"></a>mkin 1.0.1 (2021-02-10)</h1> -<ul> -<li><p>‘confint.mmkin’, ‘nlme.mmkin’, ‘transform_odeparms’: Fix example code in dontrun sections that failed with current defaults</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.3" id="mkin-103-2021-02-15">mkin 1.0.3 (2021-02-15)<a class="anchor" aria-label="anchor" href="#mkin-103-2021-02-15"></a></h2> +<ul><li>Review and update README, the ‘Introduction to mkin’ vignette and some of the help pages</li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.2" id="mkin-102-unreleased">mkin 1.0.2 (Unreleased)<a class="anchor" aria-label="anchor" href="#mkin-102-unreleased"></a></h2> +<ul><li>‘mkinfit’: Keep model names stored in ‘mkinmod’ objects, avoiding their loss in ‘gmkin’</li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.1" id="mkin-101-2021-02-10">mkin 1.0.1 (2021-02-10)<a class="anchor" aria-label="anchor" href="#mkin-101-2021-02-10"></a></h2> +<ul><li><p>‘confint.mmkin’, ‘nlme.mmkin’, ‘transform_odeparms’: Fix example code in dontrun sections that failed with current defaults</p></li> <li><p>‘logLik.mkinfit’: Improve example code to avoid warnings and show convenient syntax</p></li> <li><p>‘mkinresplot’: Re-add Katrin Lindenberger as coauthor who was accidentally removed long ago</p></li> <li><p>Remove tests relying on non-convergence of the FOMC fit to the FOCUS A dataset as this is platform dependent (revealed by the new additional tests on CRAN, thanks!)</p></li> <li><p>Increase test tolerance for some parameter comparisons that also proved to be platform dependent</p></li> -</ul> -</div> - <div id="mkin-100-2021-02-03" class="section level1"> -<h1 class="page-header" data-toc-text="1.0.0"> -<a href="#mkin-100-2021-02-03" class="anchor"></a>mkin 1.0.0 (2021-02-03)</h1> -<div id="general" class="section level2"> -<h2 class="hasAnchor"> -<a href="#general" class="anchor"></a>General</h2> -<ul> -<li><p>‘mkinmod’ models gain arguments ‘name’ and ‘dll_dir’ which, in conjunction with a current version of the ‘inline’ package, make it possible to still use the DLL used for fast ODE solutions with ‘deSolve’ after saving and restoring the ‘mkinmod’ object.</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="1.0.0" id="mkin-100-2021-02-03">mkin 1.0.0 (2021-02-03)<a class="anchor" aria-label="anchor" href="#mkin-100-2021-02-03"></a></h2> +<div class="section level3"> +<h3 id="general-1-0-0">General<a class="anchor" aria-label="anchor" href="#general-1-0-0"></a></h3> +<ul><li><p>‘mkinmod’ models gain arguments ‘name’ and ‘dll_dir’ which, in conjunction with a current version of the ‘inline’ package, make it possible to still use the DLL used for fast ODE solutions with ‘deSolve’ after saving and restoring the ‘mkinmod’ object.</p></li> <li><p>‘mkindsg’ R6 class for groups of ‘mkinds’ datasets with metadata</p></li> <li><p>‘f_norm_temp_focus’ generic function to normalise time intervals using the FOCUS method, with methods for numeric vectors and ‘mkindsg’ objects</p></li> <li><p>‘D24_2014’ and ‘dimethenamid_2018’ datasets</p></li> @@ -214,23 +129,17 @@ <li><p>‘transform_odeparms’, ‘backtransform_odeparms’: Use logit transformation for solitary fractions like the g parameter of the DFOP model, or formation fractions for a pathway to only one target variable</p></li> <li><p>‘plot.mmkin’: Add a ylab argument, making it possible to customize the y axis label of the panels on the left without affecting the residual plots. Reduce legend size and vertical distance between panels</p></li> <li><p>‘plot.mkinfit’: Change default ylab from “Observed” to “Residue”. Pass xlab to residual plot if show_residuals is TRUE.</p></li> -</ul> -</div> -<div id="mixed-effects-models-1" class="section level2"> -<h2 class="hasAnchor"> -<a href="#mixed-effects-models-1" class="anchor"></a>Mixed-effects models</h2> -<ul> -<li><p>‘mixed.mmkin’ New container for mmkin objects for plotting with the ‘plot.mixed.mmkin’ method</p></li> +</ul></div> +<div class="section level3"> +<h3 id="mixed-effects-models-1-0-0">Mixed-effects models<a class="anchor" aria-label="anchor" href="#mixed-effects-models-1-0-0"></a></h3> +<ul><li><p>‘mixed.mmkin’ New container for mmkin objects for plotting with the ‘plot.mixed.mmkin’ method</p></li> <li><p>‘plot.mixed.mmkin’ method used for ‘nlme.mmkin’ inheriting from ‘mixed.mmkin’ (currently virtual)</p></li> <li><p>‘plot’, ‘summary’ and ‘print’ methods for ‘nlme.mmkin’ objects</p></li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09503-2020-10-08" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.50.3"> -<a href="#mkin-09503-2020-10-08" class="anchor"></a>mkin 0.9.50.3 (2020-10-08)</h1> -<ul> -<li><p>‘parms’: Add a method for mmkin objects</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.50.3" id="mkin-09503-2020-10-08">mkin 0.9.50.3 (2020-10-08)<a class="anchor" aria-label="anchor" href="#mkin-09503-2020-10-08"></a></h2> +<ul><li><p>‘parms’: Add a method for mmkin objects</p></li> <li><p>‘mmkin’ and ‘confint(method = ’profile’): Use all cores detected by parallel::detectCores() per default</p></li> <li><p>‘confint(method = ’profile’): Choose accuracy based on ‘rel_tol’ argument, relative to the bounds obtained by the quadratic approximation</p></li> <li><p>‘mkinfit’: Make ‘use_of_ff’ = “max” also the default for models specified using short names like “SFO” or “FOMC”</p></li> @@ -239,76 +148,52 @@ <li><p>‘mmkin’: Do not fail any more if one of the fits fails, but assign the try-error to the respective position in the mmkin object</p></li> <li><p>‘mkinfit’: Ignore components of state.ini that do not correspond to state variables in the model</p></li> <li><p>‘endpoints’: Back-calculate DT50 value from DT90 also for the biphasic models DFOP, HS and SFORB</p></li> -</ul> -</div> - <div id="mkin-09502-2020-05-12" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.50.2"> -<a href="#mkin-09502-2020-05-12" class="anchor"></a>mkin 0.9.50.2 (2020-05-12)</h1> -<ul> -<li><p>Increase tolerance for a platform specific test results on the Solaris test machine on CRAN</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.50.2" id="mkin-09502-2020-05-12">mkin 0.9.50.2 (2020-05-12)<a class="anchor" aria-label="anchor" href="#mkin-09502-2020-05-12"></a></h2> +<ul><li><p>Increase tolerance for a platform specific test results on the Solaris test machine on CRAN</p></li> <li><p>Updates and corrections (using the spelling package) to the documentation</p></li> -</ul> -</div> - <div id="mkin-09501-2020-05-11" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.50.1"> -<a href="#mkin-09501-2020-05-11" class="anchor"></a>mkin 0.9.50.1 (2020-05-11)</h1> -<ul> -<li><p>Support SFORB with formation fractions</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.50.1" id="mkin-09501-2020-05-11">mkin 0.9.50.1 (2020-05-11)<a class="anchor" aria-label="anchor" href="#mkin-09501-2020-05-11"></a></h2> +<ul><li><p>Support SFORB with formation fractions</p></li> <li><p>‘mkinmod’: Make ‘use_of_ff’ = “max” the default</p></li> <li><p>Improve performance by a) avoiding expensive calls in the cost function like merge() and data.frame(), and b) by implementing analytical solutions for SFO-SFO and DFOP-SFO</p></li> -</ul> -</div> - <div id="mkin-094911-2020-04-20" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.11"> -<a href="#mkin-094911-2020-04-20" class="anchor"></a>mkin 0.9.49.11 (2020-04-20)</h1> -<ul> -<li>Increase a test tolerance to make it pass on all CRAN check machines</li> -</ul> -</div> - <div id="mkin-094910-2020-04-18" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.10"> -<a href="#mkin-094910-2020-04-18" class="anchor"></a>mkin 0.9.49.10 (2020-04-18)</h1> -<ul> -<li><p>‘nlme.mmkin’: An nlme method for mmkin row objects and an associated S3 class with print, plot, anova and endpoint methods</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.11" id="mkin-094911-2020-04-20">mkin 0.9.49.11 (2020-04-20)<a class="anchor" aria-label="anchor" href="#mkin-094911-2020-04-20"></a></h2> +<ul><li>Increase a test tolerance to make it pass on all CRAN check machines</li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.10" id="mkin-094910-2020-04-18">mkin 0.9.49.10 (2020-04-18)<a class="anchor" aria-label="anchor" href="#mkin-094910-2020-04-18"></a></h2> +<ul><li><p>‘nlme.mmkin’: An nlme method for mmkin row objects and an associated S3 class with print, plot, anova and endpoint methods</p></li> <li><p>‘mean_degparms, nlme_data, nlme_function’: Three new functions to facilitate building nlme models from mmkin row objects</p></li> <li><p>‘endpoints’: Don’t return the SFORB list component if it’s empty. This reduces distraction and complies with the documentation</p></li> <li><p>Article in compiled models: Add some platform specific code and suppress warnings about zero values being removed from the FOCUS D dataset</p></li> <li><p>‘plot.mmkin’: Add the argument ‘standardized’ to avoid warnings that occurred when it was passed as part of the additional arguments captured by the dots (…)</p></li> <li><p>‘summary.mkinfit’: Add AIC, BIC and log likelihood to the summary</p></li> -</ul> -</div> - <div id="mkin-09499-2020-03-31" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.9"> -<a href="#mkin-09499-2020-03-31" class="anchor"></a>mkin 0.9.49.9 (2020-03-31)</h1> -<ul> -<li><p>‘mkinmod’: Use pkgbuild::has_compiler instead of Sys.which(‘gcc’), as the latter will often fail even if Rtools are installed</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.9" id="mkin-09499-2020-03-31">mkin 0.9.49.9 (2020-03-31)<a class="anchor" aria-label="anchor" href="#mkin-09499-2020-03-31"></a></h2> +<ul><li><p>‘mkinmod’: Use pkgbuild::has_compiler instead of Sys.which(‘gcc’), as the latter will often fail even if Rtools are installed</p></li> <li><p>‘mkinds’: Use roxygen for documenting fields and methods of this R6 class</p></li> -</ul> -</div> - <div id="mkin-09498-2020-01-09" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.8"> -<a href="#mkin-09498-2020-01-09" class="anchor"></a>mkin 0.9.49.8 (2020-01-09)</h1> -<ul> -<li><p>‘aw’: Generic function for calculating Akaike weights, methods for mkinfit objects and mmkin columns</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.8" id="mkin-09498-2020-01-09">mkin 0.9.49.8 (2020-01-09)<a class="anchor" aria-label="anchor" href="#mkin-09498-2020-01-09"></a></h2> +<ul><li><p>‘aw’: Generic function for calculating Akaike weights, methods for mkinfit objects and mmkin columns</p></li> <li><p>‘loftest’: Add a lack-of-fit test</p></li> <li><p>‘plot_res’, ‘plot_sep’ and ‘mkinerrplot’: Add the possibility to show standardized residuals and make it the default for fits with error models other than ‘const’</p></li> <li><p>‘lrtest.mkinfit’: Improve naming of the compared fits in the case of fixed parameters</p></li> <li><p>‘confint.mkinfit’: Make the quadratic approximation the default, as the likelihood profiling takes a lot of time, especially if the fit has more than three parameters</p></li> -</ul> -</div> - <div id="mkin-09497-2019-11-01" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.7"> -<a href="#mkin-09497-2019-11-01" class="anchor"></a>mkin 0.9.49.7 (2019-11-01)</h1> -<ul> -<li><p>Fix a bug introduced in 0.9.49.6 that occurred if the direct optimisation yielded a higher likelihood than the three-step optimisation in the d_3 algorithm, which caused the fitted parameters of the three-step optimisation to be returned instead of the parameters of the direct optimisation</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.7" id="mkin-09497-2019-11-01">mkin 0.9.49.7 (2019-11-01)<a class="anchor" aria-label="anchor" href="#mkin-09497-2019-11-01"></a></h2> +<ul><li><p>Fix a bug introduced in 0.9.49.6 that occurred if the direct optimisation yielded a higher likelihood than the three-step optimisation in the d_3 algorithm, which caused the fitted parameters of the three-step optimisation to be returned instead of the parameters of the direct optimisation</p></li> <li><p>Add a ‘nobs’ method for mkinfit objects, enabling the default ‘BIC’ method from the stats package. Also, add a ‘BIC’ method for mmkin column objects.</p></li> -</ul> -</div> - <div id="mkin-09496-2019-10-31" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.6"> -<a href="#mkin-09496-2019-10-31" class="anchor"></a>mkin 0.9.49.6 (2019-10-31)</h1> -<ul> -<li><p>Implement a likelihood ratio test as a method for ‘lrtest’ from the lmtest package</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.6" id="mkin-09496-2019-10-31">mkin 0.9.49.6 (2019-10-31)<a class="anchor" aria-label="anchor" href="#mkin-09496-2019-10-31"></a></h2> +<ul><li><p>Implement a likelihood ratio test as a method for ‘lrtest’ from the lmtest package</p></li> <li><p>Add an ‘update’ method for mkinfit objects which remembers fitted parameters if appropriate</p></li> <li><p>Add a ‘residuals’ method for mkinfit objects that supports scaling based on the error model</p></li> <li><p>Fix a bug in ‘mkinfit’ that prevented summaries of objects fitted with fixed parameters to be generated</p></li> @@ -321,13 +206,10 @@ <li><p>Update README and the introductory vignette</p></li> <li><p>Report ‘OLS’ as error_model_algorithm in the summary in the case that the default error_model (‘const’) is used</p></li> <li><p>Support summarizing ‘mkinfit’ objects generated with versions < 0.9.49.5</p></li> -</ul> -</div> - <div id="mkin-09495-2019-07-04" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.49.5"> -<a href="#mkin-09495-2019-07-04" class="anchor"></a>mkin 0.9.49.5 (2019-07-04)</h1> -<ul> -<li><p>Several algorithms for minimization of the negative log-likelihood for non-constant error models (two-component and variance by variable). In the case the error model is constant variance, least squares is used as this is more stable. The default algorithm ‘d_3’ tries direct minimization and a three-step procedure, and returns the model with the highest likelihood.</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.49.5" id="mkin-09495-2019-07-04">mkin 0.9.49.5 (2019-07-04)<a class="anchor" aria-label="anchor" href="#mkin-09495-2019-07-04"></a></h2> +<ul><li><p>Several algorithms for minimization of the negative log-likelihood for non-constant error models (two-component and variance by variable). In the case the error model is constant variance, least squares is used as this is more stable. The default algorithm ‘d_3’ tries direct minimization and a three-step procedure, and returns the model with the highest likelihood.</p></li> <li><p>The argument ‘reweight.method’ to mkinfit and mmkin is now obsolete, use ‘error_model’ and ‘error_model_algorithm’ instead</p></li> <li><p>Add a test that checks if we get the best known AIC for parent only fits to 12 test datasets. Add these test datasets for this purpose.</p></li> <li><p>New function ‘mkinerrplot’. This function is also used for residual plots in ‘plot.mmkin’ if the argument ‘resplot = “errmod”’ is given, and in ‘plot.mkinfit’ if ‘show_errplot’ is set to TRUE.</p></li> @@ -339,13 +221,10 @@ <li><p>Adapt tests</p></li> <li><p>Fix an error in the FOCUS chi2 error level calculations that occurred if parameters were specified in parms.ini that were not in the model. A warning was already issued, but when fitting in parallel via mmkin this could go unnoticed.</p></li> <li><p>Add example datasets obtained from risk assessment reports published by the European Food Safety Agency.</p></li> -</ul> -</div> - <div id="mkin-09481-2019-03-04" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.48.1"> -<a href="#mkin-09481-2019-03-04" class="anchor"></a>mkin 0.9.48.1 (2019-03-04)</h1> -<ul> -<li><p>Add the function ‘logLik.mkinfit’ which makes it possible to calculate an AIC for mkinfit objects</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.48.1" id="mkin-09481-2019-03-04">mkin 0.9.48.1 (2019-03-04)<a class="anchor" aria-label="anchor" href="#mkin-09481-2019-03-04"></a></h2> +<ul><li><p>Add the function ‘logLik.mkinfit’ which makes it possible to calculate an AIC for mkinfit objects</p></li> <li><p>Add the function ‘AIC.mmkin’ to make it easy to compare columns of mmkin objects</p></li> <li><p>‘add_err’: Respect the argument giving the number of replicates in the synthetic dataset</p></li> <li><p>‘max_twa_parent’: Support maximum time weighted average concentration calculations for the hockey stick (HS) model</p></li> @@ -355,468 +234,317 @@ <li><p>Add the function ‘CAKE_export’ to facilitate cross-checking of results</p></li> <li><p>Implement the logistic model (only tested for parent fits)</p></li> <li><p>‘nafta’: Add evaluations according to the NAFTA guidance</p></li> -</ul> -</div> - <div id="mkin-09475-2018-09-14" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.47.5"> -<a href="#mkin-09475-2018-09-14" class="anchor"></a>mkin 0.9.47.5 (2018-09-14)</h1> -<ul> -<li><p>Make the two-component error model stop in cases where it is inadequate to avoid nls crashes on windows</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.47.5" id="mkin-09475-2018-09-14">mkin 0.9.47.5 (2018-09-14)<a class="anchor" aria-label="anchor" href="#mkin-09475-2018-09-14"></a></h2> +<ul><li><p>Make the two-component error model stop in cases where it is inadequate to avoid nls crashes on windows</p></li> <li><p>Move two vignettes to a location where they will not be built on CRAN (to avoid more NOTES from long execution times)</p></li> <li><p>Exclude more example code from testing on CRAN to avoid NOTES from long execution times</p></li> -</ul> -</div> - <div id="mkin-09473" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.47.3"> -<a href="#mkin-09473" class="anchor"></a>mkin 0.9.47.3</h1> -<ul> -<li><p>‘mkinfit’: Improve fitting the error model for reweight.method = ‘tc’. Add ‘manual’ to possible arguments for ‘weight’</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.47.3" id="mkin-09473">mkin 0.9.47.3<a class="anchor" aria-label="anchor" href="#mkin-09473"></a></h2> +<ul><li><p>‘mkinfit’: Improve fitting the error model for reweight.method = ‘tc’. Add ‘manual’ to possible arguments for ‘weight’</p></li> <li><p>Test that FOCUS_2006_C can be evaluated with DFOP and reweight.method = ‘tc’</p></li> -</ul> -</div> - <div id="mkin-09472-2018-07-19" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.47.2"> -<a href="#mkin-09472-2018-07-19" class="anchor"></a>mkin 0.9.47.2 (2018-07-19)</h1> -<ul> -<li><p>‘sigma_twocomp’: Rename ‘sigma_rl’ to ‘sigma_twocomp’ as the Rocke and Lorenzato model assumes lognormal distribution for large y. Correct references to the Rocke and Lorenzato model accordingly.</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.47.2" id="mkin-09472-2018-07-19">mkin 0.9.47.2 (2018-07-19)<a class="anchor" aria-label="anchor" href="#mkin-09472-2018-07-19"></a></h2> +<ul><li><p>‘sigma_twocomp’: Rename ‘sigma_rl’ to ‘sigma_twocomp’ as the Rocke and Lorenzato model assumes lognormal distribution for large y. Correct references to the Rocke and Lorenzato model accordingly.</p></li> <li><p>‘mkinfit’: Use 1.1 as starting value for N parameter of IORE models to obtain convergence in more difficult cases. Show parameter names when ‘trace_parms’ is ‘TRUE’.</p></li> -</ul> -</div> - <div id="mkin-09471-2018-02-06" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.47.1"> -<a href="#mkin-09471-2018-02-06" class="anchor"></a>mkin 0.9.47.1 (2018-02-06)</h1> -<ul> -<li><p>Skip some tests on CRAN and winbuilder to avoid timeouts</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.47.1" id="mkin-09471-2018-02-06">mkin 0.9.47.1 (2018-02-06)<a class="anchor" aria-label="anchor" href="#mkin-09471-2018-02-06"></a></h2> +<ul><li><p>Skip some tests on CRAN and winbuilder to avoid timeouts</p></li> <li><p>‘test_data_from_UBA_2014’: Added this list of datasets containing experimental data used in the expertise from 2014</p></li> <li><p>‘mkinfit’: Added the iterative reweighting method ‘tc’ using the two-component error model from Rocke and Lorenzato. NA values in the data are not returned any more.</p></li> <li><p>‘mkinfit’: Work around a bug in the current FME version that prevented the convergence message to be returned in the case of non-convergence.</p></li> <li><p>‘summary.mkinfit’: Improved output regarding weighting method. No predictions are returned for NA values in the model (see above).</p></li> <li><p>‘summary.mkinfit’: Show versions of mkin and R used for fitting (not the ones used for the summary) if the fit was generated with mkin >= 0.9.47.1</p></li> -</ul> -</div> - <div id="mkin-09463-2017-11-16" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.46.3"> -<a href="#mkin-09463-2017-11-16" class="anchor"></a>mkin 0.9.46.3 (2017-11-16)</h1> -<ul> -<li><p><code>README.md</code>, <code>vignettes/mkin.Rmd</code>: URLs were updated</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.46.3" id="mkin-09463-2017-11-16">mkin 0.9.46.3 (2017-11-16)<a class="anchor" aria-label="anchor" href="#mkin-09463-2017-11-16"></a></h2> +<ul><li><p><code>README.md</code>, <code>vignettes/mkin.Rmd</code>: URLs were updated</p></li> <li><p><code>synthetic_data_for_UBA</code>: Add the code used to generate the data in the interest of reproducibility</p></li> -</ul> -</div> - <div id="mkin-09462-2017-10-10" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.46.2"> -<a href="#mkin-09462-2017-10-10" class="anchor"></a>mkin 0.9.46.2 (2017-10-10)</h1> -<ul> -<li><p>Converted the vignette FOCUS_Z from tex/pdf to markdown/html</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.46.2" id="mkin-09462-2017-10-10">mkin 0.9.46.2 (2017-10-10)<a class="anchor" aria-label="anchor" href="#mkin-09462-2017-10-10"></a></h2> +<ul><li><p>Converted the vignette FOCUS_Z from tex/pdf to markdown/html</p></li> <li><p><code>DESCRIPTION</code>: Add ORCID</p></li> -</ul> -</div> - <div id="mkin-09461-2017-09-14" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.46.1"> -<a href="#mkin-09461-2017-09-14" class="anchor"></a>mkin 0.9.46.1 (2017-09-14)</h1> -<ul> -<li><p><code>plot.mkinfit</code>: Fix scaling of residual plots for the case of separate plots for each observed variable</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.46.1" id="mkin-09461-2017-09-14">mkin 0.9.46.1 (2017-09-14)<a class="anchor" aria-label="anchor" href="#mkin-09461-2017-09-14"></a></h2> +<ul><li><p><code>plot.mkinfit</code>: Fix scaling of residual plots for the case of separate plots for each observed variable</p></li> <li><p><code>plot.mkinfit</code>: Use all data points of the fitted curve for y axis scaling for the case of separate plots for each observed variable</p></li> <li><p>Documentation updates</p></li> -</ul> -</div> - <div id="mkin-0946-2017-07-24" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.46"> -<a href="#mkin-0946-2017-07-24" class="anchor"></a>mkin 0.9.46 (2017-07-24)</h1> -<ul> -<li>Remove <code>test_FOMC_ill-defined.R</code> as it is too platform dependent</li> -</ul> -</div> - <div id="mkin-09452-2017-07-24" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.45.2"> -<a href="#mkin-09452-2017-07-24" class="anchor"></a>mkin 0.9.45.2 (2017-07-24)</h1> -<ul> -<li><p>Rename <code>twa</code> to <code>max_twa_parent</code> to avoid conflict with <code>twa</code> from my <code>pfm</code> package</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.46" id="mkin-0946-2017-07-24">mkin 0.9.46 (2017-07-24)<a class="anchor" aria-label="anchor" href="#mkin-0946-2017-07-24"></a></h2> +<ul><li>Remove <code>test_FOMC_ill-defined.R</code> as it is too platform dependent</li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.45.2" id="mkin-09452-2017-07-24">mkin 0.9.45.2 (2017-07-24)<a class="anchor" aria-label="anchor" href="#mkin-09452-2017-07-24"></a></h2> +<ul><li><p>Rename <code>twa</code> to <code>max_twa_parent</code> to avoid conflict with <code>twa</code> from my <code>pfm</code> package</p></li> <li><p>Update URLs in documentation</p></li> <li><p>Limit test code to one core to pass on windows</p></li> <li><p>Switch from <code>microbenchmark</code> to <code>rbenchmark</code> as the former is not supported on all platforms</p></li> -</ul> -</div> - <div id="mkin-09451-2016-12-20" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.45.1"> -<a href="#mkin-09451-2016-12-20" class="anchor"></a>mkin 0.9.45.1 (2016-12-20)</h1> -<div id="new-features" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features" class="anchor"></a>New features</h2> -<ul> -<li>A <code>twa</code> function, calculating maximum time weighted average concentrations for the parent (SFO, FOMC and DFOP).</li> -</ul> -</div> -</div> - <div id="mkin-0945-2016-12-08" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.45"> -<a href="#mkin-0945-2016-12-08" class="anchor"></a>mkin 0.9.45 (2016-12-08)</h1> -<div id="minor-changes" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes" class="anchor"></a>Minor changes</h2> -<ul> -<li><p><code>plot.mkinfit</code> and <code>plot.mmkin</code>: If the plotting device is <code>tikz</code>, LaTeX markup is being used for the chi2 error in the graphs.</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.45.1" id="mkin-09451-2016-12-20">mkin 0.9.45.1 (2016-12-20)<a class="anchor" aria-label="anchor" href="#mkin-09451-2016-12-20"></a></h2> +<div class="section level3"> +<h3 id="new-features-0-9-45-1">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-45-1"></a></h3> +<ul><li>A <code>twa</code> function, calculating maximum time weighted average concentrations for the parent (SFO, FOMC and DFOP).</li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.45" id="mkin-0945-2016-12-08">mkin 0.9.45 (2016-12-08)<a class="anchor" aria-label="anchor" href="#mkin-0945-2016-12-08"></a></h2> +<div class="section level3"> +<h3 id="minor-changes-0-9-45">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-45"></a></h3> +<ul><li><p><code>plot.mkinfit</code> and <code>plot.mmkin</code>: If the plotting device is <code>tikz</code>, LaTeX markup is being used for the chi2 error in the graphs.</p></li> <li><p>Use <code>pkgdown</code>, the successor of <code>staticdocs</code> for generating static HTML documentation. Include example output and graphs also for <code>dontrun</code> sections.</p></li> <li><p><code>plot.mkinfit</code>: Plotting does not fail any more when the compiled model is not available, e.g. because it was removed from the temporary directory. In this case, the uncompiled model is now used for plotting</p></li> -</ul> -</div> -</div> - <div id="mkin-0944-2016-06-29" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.44"> -<a href="#mkin-0944-2016-06-29" class="anchor"></a>mkin 0.9.44 (2016-06-29)</h1> -<div id="bug-fixes" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes" class="anchor"></a>Bug fixes</h2> -<ul> -<li>The test <code>test_FOMC_ill-defined</code> failed on several architectures, so the test is now skipped</li> -</ul> -</div> -</div> - <div id="mkin-0943-2016-06-28" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.43"> -<a href="#mkin-0943-2016-06-28" class="anchor"></a>mkin 0.9.43 (2016-06-28)</h1> -<div id="major-changes" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes" class="anchor"></a>Major changes</h2> -<ul> -<li><p>The title was changed to <code>Kinetic evaluations of chemical degradation data</code></p></li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.44" id="mkin-0944-2016-06-29">mkin 0.9.44 (2016-06-29)<a class="anchor" aria-label="anchor" href="#mkin-0944-2016-06-29"></a></h2> +<div class="section level3"> +<h3 id="bug-fixes-0-9-44">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-44"></a></h3> +<ul><li>The test <code>test_FOMC_ill-defined</code> failed on several architectures, so the test is now skipped</li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.43" id="mkin-0943-2016-06-28">mkin 0.9.43 (2016-06-28)<a class="anchor" aria-label="anchor" href="#mkin-0943-2016-06-28"></a></h2> +<div class="section level3"> +<h3 id="major-changes-0-9-43">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-43"></a></h3> +<ul><li><p>The title was changed to <code>Kinetic evaluations of chemical degradation data</code></p></li> <li><p><code>plot.mkinfit</code>: Add the possibility to show fits (and residual plots if requested) separately for the observed variables</p></li> <li><p><code>plot.mkinfit</code>: Add the possibility to show the chi2 error levels in the plot, similar to the way they are shown in <code>plot.mmkin</code></p></li> <li><p><code>plot_sep</code>: Add this function as a convenience wrapper for plotting observed variables of mkinfit objects separately, with chi2 error values and residual plots.</p></li> <li><p>Vignettes: The main vignette <code>mkin</code> was converted to R markdown and updated. The other vignettes were also updated to show current improved functionality.</p></li> <li><p>The function <code>add_err</code> was added to the package, making it easy to generate simulated data using an error model based on the normal distribution</p></li> -</ul> -</div> -<div id="minor-changes-1" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-1" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>Remove an outdated reference to the inline package in the <code>compiled_models</code> vignette</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-43">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-43"></a></h3> +<ul><li><p>Remove an outdated reference to the inline package in the <code>compiled_models</code> vignette</p></li> <li><p><code>mkinfit</code>: Do not error out in cases where the fit converges, but the Jacobian for the untransformed model cost can not be estimated. Give a warning instead and return NA for the t-test results.</p></li> <li><p><code>summary.mkinfit</code>: Give a warning message when the covariance matrix can not be obtained.</p></li> <li><p>A test has been added to containing a corresponding edge case to check that the warnings are correctly issued and the fit does not terminate.</p></li> <li><p><code>plot.mmkin</code>: Round the chi2 error value to three significant digits, instead of two decimal digits.</p></li> <li><p><code>mkinfit</code>: Return the <code>err</code> values used on weighted fits as a column named <code>err</code>. Also include these inverse weights when the column <code>value</code> in the observed data is used, which is returned as <code>observed</code> in the data component of the mkinfit object.</p></li> -</ul> -</div> -<div id="bug-fixes-1" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-1" class="anchor"></a>Bug fixes</h2> -<ul> -<li><p><code>endpoints</code>: When the name of a substance degrading to a metabolite (e.g. a parent compound) used in the model formulation ended in the letter <code>f</code>, some rate parameters could be listed as formation fractions with mixed up names. These would also appear in the summary.</p></li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-43">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-43"></a></h3> +<ul><li><p><code>endpoints</code>: When the name of a substance degrading to a metabolite (e.g. a parent compound) used in the model formulation ended in the letter <code>f</code>, some rate parameters could be listed as formation fractions with mixed up names. These would also appear in the summary.</p></li> <li><p><code>mkinfit</code>: Check for all observed variables when checking if the user tried to fix formation fractions when fitting them using ilr transformation.</p></li> <li><p><code>plot.mmkin</code>: Set the plot margins correctly, also in the case of a single fit to be plotted, so the main title is placed in a reasonable way.</p></li> <li><p><code>plot.mkinfit</code>: Correct default values for <code>col_obs</code>, <code>pch_obs</code> and <code>lty_obs</code> for the case that <code>obs_vars</code> is specified.</p></li> -</ul> -</div> -</div> - <div id="mkin-0942-2016-03-25" class="section level1"> -<h1 class="page-header" data-toc-text="0.9.42"> -<a href="#mkin-0942-2016-03-25" class="anchor"></a>mkin 0.9.42 (2016-03-25)</h1> -<div id="major-changes-1" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes-1" class="anchor"></a>Major changes</h2> -<ul> -<li>Add the argument <code>from_max_mean</code> to <code>mkinfit</code>, for fitting only the decline from the maximum observed value for models with a single observed variable</li> -</ul> -</div> -<div id="minor-changes-2" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-2" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>Add plots to <code>compiled_models</code> vignette</p></li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9.42" id="mkin-0942-2016-03-25">mkin 0.9.42 (2016-03-25)<a class="anchor" aria-label="anchor" href="#mkin-0942-2016-03-25"></a></h2> +<div class="section level3"> +<h3 id="major-changes-0-9-42">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-42"></a></h3> +<ul><li>Add the argument <code>from_max_mean</code> to <code>mkinfit</code>, for fitting only the decline from the maximum observed value for models with a single observed variable</li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-42">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-42"></a></h3> +<ul><li><p>Add plots to <code>compiled_models</code> vignette</p></li> <li><p>Give an explanatory error message when mkinmod fails due to a missing definition of a target variable</p></li> <li><p><code><a href="../reference/mkinmod.html">print.mkinmod()</a></code>: Improve formatting when printing mkinmod model definitions</p></li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-41-2015-11-09" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-41"> -<a href="#mkin-09-41-2015-11-09" class="anchor"></a>mkin 0.9-41 (2015-11-09)</h1> -<div id="minor-changes-3" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-3" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>Add an R6 class <code>mkinds</code> representing datasets with a printing method</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-41" id="mkin-09-41-2015-11-09">mkin 0.9-41 (2015-11-09)<a class="anchor" aria-label="anchor" href="#mkin-09-41-2015-11-09"></a></h2> +<div class="section level3"> +<h3 id="minor-changes-0-9-41">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-41"></a></h3> +<ul><li><p>Add an R6 class <code>mkinds</code> representing datasets with a printing method</p></li> <li><p>Add a printing method for mkinmod objects</p></li> <li><p>Make it possible to specify arbitrary strings as names for the compounds in <code>mkinmod</code>, and show them in the plot</p></li> <li><p>Use an index.r file to group help topics in static documentation</p></li> -</ul> -</div> -<div id="bug-fixes-2" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-2" class="anchor"></a>Bug fixes</h2> -<ul> -<li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-41">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-41"></a></h3> +<ul><li> <code><a href="../reference/summary.mkinfit.html">print.summary.mkinfit()</a></code>: Avoid an error that occurred when printing summaries generated with mkin versions before 0.9-36</li> -</ul> -</div> -</div> - <div id="mkin-09-40-2015-07-21" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-40"> -<a href="#mkin-09-40-2015-07-21" class="anchor"></a>mkin 0.9-40 (2015-07-21)</h1> -<div id="bug-fixes-3" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-3" class="anchor"></a>Bug fixes</h2> -<ul> -<li> -<code><a href="../reference/endpoints.html">endpoints()</a></code>: For DFOP and SFORB models, where <code><a href="https://rdrr.io/r/stats/optimize.html">optimize()</a></code> is used, make use of the fact that the DT50 must be between DT50_k1 and DT50_k2 (DFOP) or DT50_b1 and DT50_b2 (SFORB), as <code><a href="https://rdrr.io/r/stats/optimize.html">optimize()</a></code> sometimes did not find the minimum. Likewise for finding DT90 values. Also fit on the log scale to make the function more efficient.</li> -</ul> -</div> -<div id="internal-changes" class="section level2"> -<h2 class="hasAnchor"> -<a href="#internal-changes" class="anchor"></a>Internal changes</h2> -<ul> -<li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-40" id="mkin-09-40-2015-07-21">mkin 0.9-40 (2015-07-21)<a class="anchor" aria-label="anchor" href="#mkin-09-40-2015-07-21"></a></h2> +<div class="section level3"> +<h3 id="bug-fixes-0-9-40">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-40"></a></h3> +<ul><li> +<code><a href="../reference/endpoints.html">endpoints()</a></code>: For DFOP and SFORB models, where <code><a href="https://rdrr.io/r/stats/optimize.html" class="external-link">optimize()</a></code> is used, make use of the fact that the DT50 must be between DT50_k1 and DT50_k2 (DFOP) or DT50_b1 and DT50_b2 (SFORB), as <code><a href="https://rdrr.io/r/stats/optimize.html" class="external-link">optimize()</a></code> sometimes did not find the minimum. Likewise for finding DT90 values. Also fit on the log scale to make the function more efficient.</li> +</ul></div> +<div class="section level3"> +<h3 id="internal-changes-0-9-40">Internal changes<a class="anchor" aria-label="anchor" href="#internal-changes-0-9-40"></a></h3> +<ul><li> <code>DESCRIPTION</code>, <code>NAMESPACE</code>, <code>R/*.R</code>: Import (from) stats, graphics and methods packages, and qualify some function calls for non-base packages installed with R to avoid NOTES made by R CMD check –as-cran with upcoming R versions.</li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-39-2015-06-26" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-39"> -<a href="#mkin-09-39-2015-06-26" class="anchor"></a>mkin 0.9-39 (2015-06-26)</h1> -<div id="major-changes-2" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes-2" class="anchor"></a>Major changes</h2> -<ul> -<li><p>New function <code><a href="../reference/mmkin.html">mmkin()</a></code>: This function takes a character vector of model shorthand names, or alternatively a list of mkinmod models, as well as a list of dataset as main arguments. It returns a matrix of mkinfit objects, with a row for each model and a column for each dataset. A subsetting method with single brackets is available. Fitting the models in parallel using the <code>parallel</code> package is supported.</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-39" id="mkin-09-39-2015-06-26">mkin 0.9-39 (2015-06-26)<a class="anchor" aria-label="anchor" href="#mkin-09-39-2015-06-26"></a></h2> +<div class="section level3"> +<h3 id="major-changes-0-9-39">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-39"></a></h3> +<ul><li><p>New function <code><a href="../reference/mmkin.html">mmkin()</a></code>: This function takes a character vector of model shorthand names, or alternatively a list of mkinmod models, as well as a list of dataset as main arguments. It returns a matrix of mkinfit objects, with a row for each model and a column for each dataset. A subsetting method with single brackets is available. Fitting the models in parallel using the <code>parallel</code> package is supported.</p></li> <li><p>New function <code><a href="../reference/plot.mmkin.html">plot.mmkin()</a></code>: Plots single-row or single-column <code>mmkin</code> objects including residual plots.</p></li> -</ul> -</div> -<div id="bug-fixes-4" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-4" class="anchor"></a>Bug fixes</h2> -<ul> -<li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-39">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-39"></a></h3> +<ul><li> <code><a href="../reference/mkinparplot.html">mkinparplot()</a></code>: Fix the x axis scaling for rate constants and formation fractions that got confused by the introduction of the t-values of transformed parameters.</li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-38-2015-06-24" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-38"> -<a href="#mkin-09-38-2015-06-24" class="anchor"></a>mkin 0.9-38 (2015-06-24)</h1> -<div id="minor-changes-4" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-4" class="anchor"></a>Minor changes</h2> -<ul> -<li><p><code>vignettes/compiled_models.html</code>: Show the performance improvement factor actually obtained when building the vignette, as well as mkin version, some system info and the CPU model used for building the vignette.</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-38" id="mkin-09-38-2015-06-24">mkin 0.9-38 (2015-06-24)<a class="anchor" aria-label="anchor" href="#mkin-09-38-2015-06-24"></a></h2> +<div class="section level3"> +<h3 id="minor-changes-0-9-38">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-38"></a></h3> +<ul><li><p><code>vignettes/compiled_models.html</code>: Show the performance improvement factor actually obtained when building the vignette, as well as mkin version, some system info and the CPU model used for building the vignette.</p></li> <li><p><code>GNUMakefile</code>,<code>vignettes/*</code>: Clean up vignette generation and include table of contents in HTML vignettes.</p></li> -</ul> -</div> -<div id="bug-fixes-5" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-5" class="anchor"></a>Bug fixes</h2> -<ul> -<li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-38">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-38"></a></h3> +<ul><li> <code><a href="../reference/mkinmod.html">mkinmod()</a></code>: When generating the C code for the derivatives, only declare the time variable when it is needed and remove the ‘-W-no-unused-variable’ compiler flag as the C compiler used in the CRAN checks on Solaris does not know it.</li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-36-2015-06-21" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-36"> -<a href="#mkin-09-36-2015-06-21" class="anchor"></a>mkin 0.9-36 (2015-06-21)</h1> -<div id="major-changes-3" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes-3" class="anchor"></a>Major changes</h2> -<ul> -<li><p><code><a href="../reference/summary.mkinfit.html">summary.mkinfit()</a></code>: A one-sided t-test for significant difference of untransformed parameters from zero is now always shown, based on the assumption of normal distribution for estimators of all untransformed parameters. Use with caution, as this assumption is unrealistic e.g. for rate constants in these nonlinear kinetic models.</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-36" id="mkin-09-36-2015-06-21">mkin 0.9-36 (2015-06-21)<a class="anchor" aria-label="anchor" href="#mkin-09-36-2015-06-21"></a></h2> +<div class="section level3"> +<h3 id="major-changes-0-9-36">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-36"></a></h3> +<ul><li><p><code><a href="../reference/summary.mkinfit.html">summary.mkinfit()</a></code>: A one-sided t-test for significant difference of untransformed parameters from zero is now always shown, based on the assumption of normal distribution for estimators of all untransformed parameters. Use with caution, as this assumption is unrealistic e.g. for rate constants in these nonlinear kinetic models.</p></li> <li><p>If a compiler (gcc) is installed, use a version of the differential equation model compiled from C code, which is a huge performance boost for models where only the deSolve method works.</p></li> <li><p><code><a href="../reference/mkinmod.html">mkinmod()</a></code>: Create a list component $cf (of class CFuncList) in the list returned by mkinmod, if a version can be compiled from autogenerated C code (see above).</p></li> <li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: Set the default <code>solution_type</code> to <code>deSolve</code> when a compiled version of the model is present, except when an analytical solution is possible.</p></li> -</ul> -</div> -<div id="minor-changes-5" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-5" class="anchor"></a>Minor changes</h2> -<ul> -<li>Added a simple showcase vignette with an evaluation of FOCUS example dataset D</li> -</ul> -</div> -</div> - <div id="mkin-09-35-2015-05-15" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-35"> -<a href="#mkin-09-35-2015-05-15" class="anchor"></a>mkin 0.9-35 (2015-05-15)</h1> -<div id="major-changes-4" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes-4" class="anchor"></a>Major changes</h2> -<ul> -<li>Switch from RUnit to testthat for testing</li> -</ul> -</div> -<div id="bug-fixes-6" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-6" class="anchor"></a>Bug fixes</h2> -<ul> -<li><p><code><a href="../reference/mkinparplot.html">mkinparplot()</a></code>: Avoid warnings that occurred when not all confidence intervals were available in the summary of the fit</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-36">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-36"></a></h3> +<ul><li>Added a simple showcase vignette with an evaluation of FOCUS example dataset D</li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-35" id="mkin-09-35-2015-05-15">mkin 0.9-35 (2015-05-15)<a class="anchor" aria-label="anchor" href="#mkin-09-35-2015-05-15"></a></h2> +<div class="section level3"> +<h3 id="major-changes-0-9-35">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-35"></a></h3> +<ul><li>Switch from RUnit to testthat for testing</li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-35">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-35"></a></h3> +<ul><li><p><code><a href="../reference/mkinparplot.html">mkinparplot()</a></code>: Avoid warnings that occurred when not all confidence intervals were available in the summary of the fit</p></li> <li><p><code><a href="../reference/summary.mkinfit.html">print.summary.mkinfit()</a></code>: Fix printing the summary for the case that the number of iterations is not available</p></li> <li><p>NAMESPACE: export S3 methods plot.mkinfit, summary.mkinfit and print.summary.mkinfit to satisfy R CMD check on R-devel</p></li> <li><p><code><a href="../reference/mkinparplot.html">mkinparplot()</a></code>: Avoid warning in R CMD check about undeclared global variable <code>Lower</code></p></li> -</ul> -</div> -<div id="new-features-1" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features-1" class="anchor"></a>New features</h2> -<ul> -<li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: Report successful termination when quiet = FALSE. This is helpful for more difficult problems fitted with reweight.method = obs, as no progress is often indicated during the reweighting.</p></li> +</ul></div> +<div class="section level3"> +<h3 id="new-features-0-9-35">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-35"></a></h3> +<ul><li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: Report successful termination when quiet = FALSE. This is helpful for more difficult problems fitted with reweight.method = obs, as no progress is often indicated during the reweighting.</p></li> <li><p>A first test using results established in the expertise written for the German Federal Environmental Agency (UBA) was added.</p></li> <li><p>Add synthetic datasets generated for expertise written for the German Federal Environmental Agency UBA</p></li> <li><p>Add tests based on these datasets</p></li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-34-2014-11-22" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-34"> -<a href="#mkin-09-34-2014-11-22" class="anchor"></a>mkin 0.9-34 (2014-11-22)</h1> -<div id="new-features-2" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features-2" class="anchor"></a>New features</h2> -<ul> -<li><p>Add the convenience function <code><a href="../reference/mkinmod.html">mkinsub()</a></code> for creating the lists used in <code><a href="../reference/mkinmod.html">mkinmod()</a></code></p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-34" id="mkin-09-34-2014-11-22">mkin 0.9-34 (2014-11-22)<a class="anchor" aria-label="anchor" href="#mkin-09-34-2014-11-22"></a></h2> +<div class="section level3"> +<h3 id="new-features-0-9-34">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-34"></a></h3> +<ul><li><p>Add the convenience function <code><a href="../reference/mkinmod.html">mkinsub()</a></code> for creating the lists used in <code><a href="../reference/mkinmod.html">mkinmod()</a></code></p></li> <li><p>Add the possibility to fit indeterminate order rate equation (IORE) models using an analytical solution (parent only) or a numeric solution. Paths from IORE compounds to metabolites are supported when using formation fractions (use_of_ff = ‘max’). Note that the numerical solution (method.ode = ‘deSolve’) of the IORE differential equations sometimes fails due to numerical problems.</p></li> <li><p>Switch to using the Port algorithm (using a model/trust region approach) per default. While needing more iterations than the Levenberg-Marquardt algorithm previously used per default, it is less sensitive to starting parameters.</p></li> -</ul> -</div> -<div id="minor-changes-6" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-6" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>The formatting of differential equations in the summary was further improved</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-34">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-34"></a></h3> +<ul><li><p>The formatting of differential equations in the summary was further improved</p></li> <li><p>Always include 0 on y axis when plotting during the fit</p></li> -</ul> +</ul></div> </div> -</div> - <div id="mkin-09-33-2014-10-22" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-33"> -<a href="#mkin-09-33-2014-10-22" class="anchor"></a>mkin 0.9-33 (2014-10-22)</h1> -<div id="new-features-3" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features-3" class="anchor"></a>New features</h2> -<ul> -<li><p>The initial value (state.ini) for the observed variable with the highest observed residue is set to 100 in case it has no time zero observation and <code>state.ini = "auto"</code></p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-33" id="mkin-09-33-2014-10-22">mkin 0.9-33 (2014-10-22)<a class="anchor" aria-label="anchor" href="#mkin-09-33-2014-10-22"></a></h2> +<div class="section level3"> +<h3 id="new-features-0-9-33">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-33"></a></h3> +<ul><li><p>The initial value (state.ini) for the observed variable with the highest observed residue is set to 100 in case it has no time zero observation and <code>state.ini = "auto"</code></p></li> <li><p>A basic unit test for <code><a href="../reference/mkinerrmin.html">mkinerrmin()</a></code> was written</p></li> -</ul> -</div> -<div id="bug-fixes-7" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-7" class="anchor"></a>Bug fixes</h2> -<ul> -<li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: The internally fitted parameter for <code>g</code> was named <code>g_ilr</code> even when <code>transform_fractions=FALSE</code></p></li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-33">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-33"></a></h3> +<ul><li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: The internally fitted parameter for <code>g</code> was named <code>g_ilr</code> even when <code>transform_fractions=FALSE</code></p></li> <li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: The initial value (state.ini) for the parent compound was not set when the parent was not the (only) variable with the highest value in the observed data.</p></li> <li><p><code><a href="../reference/mkinerrmin.html">mkinerrmin()</a></code>: When checking for degrees of freedom for metabolites, check if their time zero value is fixed instead of checking if the observed value is zero. This ensures correct calculation of degrees of freedom also in cases where the metabolite residue at time zero is greater zero.</p></li> <li><p><code><a href="../reference/plot.mkinfit.html">plot.mkinfit()</a></code>: Avoid a warning message about only using the first component of ylim that occurred when ylim was specified explicitly</p></li> -</ul> -</div> -<div id="minor-changes-7" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-7" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>The formatting of differential equations in the summary was improved by wrapping overly long lines</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-33">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-33"></a></h3> +<ul><li><p>The formatting of differential equations in the summary was improved by wrapping overly long lines</p></li> <li><p>The FOCUS_Z vignette was rebuilt with the above improvement and using a width of 70 to avoid output outside of the grey area</p></li> <li><p><code><a href="../reference/summary.mkinfit.html">print.summary.mkinfit()</a></code>: Avoid a warning that occurred when gmkin showed summaries of initial fits without iterations</p></li> <li><p><code><a href="../reference/mkinfit.html">mkinfit()</a></code>: Avoid a warning that occurred when summarising a fit that was performed with maxitmodFit = 0 as done in gmkin for configuring new fits.</p></li> -</ul> +</ul></div> </div> -</div> - <div id="mkin-09-32-2014-07-24" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-32"> -<a href="#mkin-09-32-2014-07-24" class="anchor"></a>mkin 0.9-32 (2014-07-24)</h1> -<div id="new-features-4" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features-4" class="anchor"></a>New features</h2> -<ul> -<li><p>The number of degrees of freedom is difficult to define in the case of ilr transformation of formation fractions. Now for each source compartment the number of ilr parameters (=number of optimised parameters) is divided by the number of pathways to metabolites (=number of affected data series) which leads to fractional degrees of freedom in some cases.</p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-32" id="mkin-09-32-2014-07-24">mkin 0.9-32 (2014-07-24)<a class="anchor" aria-label="anchor" href="#mkin-09-32-2014-07-24"></a></h2> +<div class="section level3"> +<h3 id="new-features-0-9-32">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-32"></a></h3> +<ul><li><p>The number of degrees of freedom is difficult to define in the case of ilr transformation of formation fractions. Now for each source compartment the number of ilr parameters (=number of optimised parameters) is divided by the number of pathways to metabolites (=number of affected data series) which leads to fractional degrees of freedom in some cases.</p></li> <li><p>The default for the initial value for the first state value is now taken from the mean of the observations at time zero, if available.</p></li> <li><p>The kinetic model can alternatively be specified with a shorthand name for parent only degradation models, e.g. <code>SFO</code>, or <code>DFOP</code>.</p></li> <li><p>Optimisation method, number of model evaluations and time elapsed during optimisation are given in the summary of mkinfit objects.</p></li> <li><p>The maximum number of iterations in the optimisation algorithm can be specified using the argument <code>maxit.modFit</code> to the mkinfit function.</p></li> <li><p>mkinfit gives a warning when the fit does not converge (does not apply to SANN method). This warning is included in the summary.</p></li> -</ul> -</div> -<div id="bug-fixes-8" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-8" class="anchor"></a>Bug fixes</h2> -<ul> -<li><p>Avoid plotting an artificial 0 residual at time zero in <code>mkinresplot</code></p></li> +</ul></div> +<div class="section level3"> +<h3 id="bug-fixes-0-9-32">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-32"></a></h3> +<ul><li><p>Avoid plotting an artificial 0 residual at time zero in <code>mkinresplot</code></p></li> <li><p>In the determination of the degrees of freedom in <code>mkinerrmin</code>, formation fractions were accounted for multiple times in the case of parallel formation of metabolites. See the new feature described above for the solution.</p></li> <li><p><code>transform_rates=FALSE</code> in <code>mkinfit</code> now also works for FOMC and HS models.</p></li> <li><p>Initial values for formation fractions were not set in all cases.</p></li> <li><p>No warning was given when the fit did not converge when a method other than the default Levenberg-Marquardt method <code>Marq</code> was used.</p></li> -</ul> -</div> -<div id="minor-changes-8" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-8" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>Vignettes were rebuilt to reflect the changes in the summary method.</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-32">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-32"></a></h3> +<ul><li><p>Vignettes were rebuilt to reflect the changes in the summary method.</p></li> <li><p>Algorithm <code>Pseudo</code> was excluded because it needs user-defined parameter limits which are not supported.</p></li> <li><p>Algorithm <code>Newton</code> was excluded because of its different way to specify the maximum number of iterations and because it does not appear to provide additional benefits.</p></li> -</ul> -</div> -</div> - <div id="mkin-09-31-2014-07-14" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-31"> -<a href="#mkin-09-31-2014-07-14" class="anchor"></a>mkin 0.9-31 (2014-07-14)</h1> -<div id="bug-fixes-9" class="section level2"> -<h2 class="hasAnchor"> -<a href="#bug-fixes-9" class="anchor"></a>Bug fixes</h2> -<ul> -<li>The internal renaming of optimised parameters in Version 0.9-30 led to errors in the determination of the degrees of freedom for the chi2 error level calulations in <code><a href="../reference/mkinerrmin.html">mkinerrmin()</a></code> used by the summary function.</li> -</ul> -</div> -</div> - <div id="mkin-09-30-2014-07-11" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-30"> -<a href="#mkin-09-30-2014-07-11" class="anchor"></a>mkin 0.9-30 (2014-07-11)</h1> -<div id="new-features-5" class="section level2"> -<h2 class="hasAnchor"> -<a href="#new-features-5" class="anchor"></a>New features</h2> -<ul> -<li>It is now possible to use formation fractions in combination with turning off the sink in <code><a href="../reference/mkinmod.html">mkinmod()</a></code>.</li> -</ul> -</div> -<div id="major-changes-5" class="section level2"> -<h2 class="hasAnchor"> -<a href="#major-changes-5" class="anchor"></a>Major changes</h2> -<ul> -<li><p>The original and the transformed parameters now have different names (e.g. <code>k_parent</code> and <code>log_k_parent</code>. They also differ in how many they are when we have formation fractions but no pathway to sink.</p></li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-31" id="mkin-09-31-2014-07-14">mkin 0.9-31 (2014-07-14)<a class="anchor" aria-label="anchor" href="#mkin-09-31-2014-07-14"></a></h2> +<div class="section level3"> +<h3 id="bug-fixes-0-9-31">Bug fixes<a class="anchor" aria-label="anchor" href="#bug-fixes-0-9-31"></a></h3> +<ul><li>The internal renaming of optimised parameters in Version 0.9-30 led to errors in the determination of the degrees of freedom for the chi2 error level calulations in <code><a href="../reference/mkinerrmin.html">mkinerrmin()</a></code> used by the summary function.</li> +</ul></div> +</div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-30" id="mkin-09-30-2014-07-11">mkin 0.9-30 (2014-07-11)<a class="anchor" aria-label="anchor" href="#mkin-09-30-2014-07-11"></a></h2> +<div class="section level3"> +<h3 id="new-features-0-9-30">New features<a class="anchor" aria-label="anchor" href="#new-features-0-9-30"></a></h3> +<ul><li>It is now possible to use formation fractions in combination with turning off the sink in <code><a href="../reference/mkinmod.html">mkinmod()</a></code>.</li> +</ul></div> +<div class="section level3"> +<h3 id="major-changes-0-9-30">Major changes<a class="anchor" aria-label="anchor" href="#major-changes-0-9-30"></a></h3> +<ul><li><p>The original and the transformed parameters now have different names (e.g. <code>k_parent</code> and <code>log_k_parent</code>. They also differ in how many they are when we have formation fractions but no pathway to sink.</p></li> <li><p>The order of some of the information blocks in <code>print.summary.mkinfit.R()</code> has been ordered in a more logical way.</p></li> -</ul> -</div> -<div id="minor-changes-9" class="section level2"> -<h2 class="hasAnchor"> -<a href="#minor-changes-9" class="anchor"></a>Minor changes</h2> -<ul> -<li><p>The vignette FOCUS_Z has been simplified to use formation fractions with turning off the sink, and slightly amended to use the new versions of DT50 values calculated since mkin 0.9-29.</p></li> +</ul></div> +<div class="section level3"> +<h3 id="minor-changes-0-9-30">Minor changes<a class="anchor" aria-label="anchor" href="#minor-changes-0-9-30"></a></h3> +<ul><li><p>The vignette FOCUS_Z has been simplified to use formation fractions with turning off the sink, and slightly amended to use the new versions of DT50 values calculated since mkin 0.9-29.</p></li> <li><p>All vignettes have been rebuilt so they reflect all changes.</p></li> <li><p>The ChangeLog was renamed to NEWS.md and the entries were converted to markdown syntax compatible with the <code>tools::news()</code> function built into R.</p></li> <li><p>The test suite was overhauled. Tests of the DFOP and SFORB models with dataset FOCUS_2006_A were removed, as they were too much dependent on the optimisation algorithm and/or starting parameters, because the dataset is SFO (compare kinfit vignette).</p></li> <li><p>Also, the Schaefer complex case can now be fitted using formation fractions, and with the ‘Port’ optimisation method we also fit A2 in the same way as published in the Piacenza paper.</p></li> <li><p>Some more checks were introduced to <code><a href="../reference/mkinfit.html">mkinfit()</a></code>, leading to warnings or stopping execution if unsupported combinations of methods and parameters are requested.</p></li> -</ul> -</div> +</ul></div> </div> - <div id="mkin-09-29-2014-06-27" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-29"> -<a href="#mkin-09-29-2014-06-27" class="anchor"></a>mkin 0.9-29 (2014-06-27)</h1> -<ul> -<li><p>R/mkinresplot.R: Make it possible to specify <code>xlim</code></p></li> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-29" id="mkin-09-29-2014-06-27">mkin 0.9-29 (2014-06-27)<a class="anchor" aria-label="anchor" href="#mkin-09-29-2014-06-27"></a></h2> +<ul><li><p>R/mkinresplot.R: Make it possible to specify <code>xlim</code></p></li> <li><p>R/geometric_mean.R, man/geometric_mean.Rd: Add geometric mean function</p></li> <li><p>R/endpoints.R, man/endpoints.Rd: Calculate additional (pseudo)-DT50 values for FOMC, DFOP, HS and SFORB. Avoid calculation of formation fractions from rate constants when they are directly fitted</p></li> -</ul> -</div> - <div id="mkin-09-28-2014-05-20" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-28"> -<a href="#mkin-09-28-2014-05-20" class="anchor"></a>mkin 0.9-28 (2014-05-20)</h1> -<ul> -<li><p>Do not backtransform confidence intervals for formation fractions if more than one compound is formed, as such parameters only define the pathways as a set</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-28" id="mkin-09-28-2014-05-20">mkin 0.9-28 (2014-05-20)<a class="anchor" aria-label="anchor" href="#mkin-09-28-2014-05-20"></a></h2> +<ul><li><p>Do not backtransform confidence intervals for formation fractions if more than one compound is formed, as such parameters only define the pathways as a set</p></li> <li><p>Add historical remarks and some background to the main package vignette</p></li> <li><p>Correct ‘isotropic’ into ‘isometric’ for the ilr transformation</p></li> -</ul> -</div> - <div id="mkin-09-27-2014-05-10" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-27"> -<a href="#mkin-09-27-2014-05-10" class="anchor"></a>mkin 0.9-27 (2014-05-10)</h1> -<ul> -<li><p>Fork the GUI into a separate package <a href="https://github.com/jranke/gmkin">gmkin</a></p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-27" id="mkin-09-27-2014-05-10">mkin 0.9-27 (2014-05-10)<a class="anchor" aria-label="anchor" href="#mkin-09-27-2014-05-10"></a></h2> +<ul><li><p>Fork the GUI into a separate package <a href="https://github.com/jranke/gmkin" class="external-link">gmkin</a></p></li> <li><p>DESCRIPTION, NAMESPACE, TODO: Adapt and add copyright information</p></li> <li><p>Remove files belonging to the GUI</p></li> <li><p>Possibility to fit without parameter transformations, using bounds as implemented in FME</p></li> @@ -833,22 +561,16 @@ <li><p>Add a starter function for the GUI: <code>gmkin()</code></p></li> <li><p>Change the format of the workspace files of gmkin so they can be distributed and documented in the package</p></li> <li><p>Add gmkin workspace datasets FOCUS_2006_gmkin and FOCUS_2006_Z_gmkin</p></li> -</ul> -</div> - <div id="mkin-09-24-2013-11-06" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-24"> -<a href="#mkin-09-24-2013-11-06" class="anchor"></a>mkin 0.9-24 (2013-11-06)</h1> -<ul> -<li><p>Bugfix re-enabling the fixing of any combination of initial values for state variables</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-24" id="mkin-09-24-2013-11-06">mkin 0.9-24 (2013-11-06)<a class="anchor" aria-label="anchor" href="#mkin-09-24-2013-11-06"></a></h2> +<ul><li><p>Bugfix re-enabling the fixing of any combination of initial values for state variables</p></li> <li><p>Default values for kinetic rate constants are not all 0.1 any more but are “salted” with a small increment to avoid numeric artefacts with the eigenvalue based solutions</p></li> <li><p>Backtransform fixed ODE parameters for the summary</p></li> -</ul> -</div> - <div id="mkin-09-22-2013-10-26" class="section level1"> -<h1 class="page-header" data-toc-text="0.9-22"> -<a href="#mkin-09-22-2013-10-26" class="anchor"></a>mkin 0.9-22 (2013-10-26)</h1> -<ul> -<li><p>Get rid of the optimisation step in <code>mkinerrmin</code> - this was unnecessary. Thanks to KinGUII for the inspiration - actually this is equation 6-2 in FOCUS kinetics p. 91 that I had overlooked originally</p></li> +</ul></div> + <div class="section level2"> +<h2 class="page-header" data-toc-text="0.9-22" id="mkin-09-22-2013-10-26">mkin 0.9-22 (2013-10-26)<a class="anchor" aria-label="anchor" href="#mkin-09-22-2013-10-26"></a></h2> +<ul><li><p>Get rid of the optimisation step in <code>mkinerrmin</code> - this was unnecessary. Thanks to KinGUII for the inspiration - actually this is equation 6-2 in FOCUS kinetics p. 91 that I had overlooked originally</p></li> <li><p>Fix <code>plot.mkinfit</code> as it passed graphical arguments like main to the solver</p></li> <li><p>Do not use <code>plot=TRUE</code> in <code><a href="../reference/mkinfit.html">mkinfit()</a></code> example</p></li> <li><p>The first successful fits in the not so simple GUI</p></li> @@ -859,36 +581,31 @@ <li><p>Correct the output of the data in the case of manual weighting</p></li> <li><p>Implement IRLS assuming different variances for observed variables</p></li> <li><p>Do not use 0 values at time zero for chi2 error level calculations. This is the way it is done in KinGUII and it makes sense. It does impact the chi2 error levels in the output. Generally they seem to be lower for metabolites now, presumably because the mean of the observed values is higher</p></li> -</ul> -<p>For a detailed list of changes to the mkin source please consult the commit history on <a href="http://github.com/jranke/mkin" class="uri">http://github.com/jranke/mkin</a></p> +</ul><p>For a detailed list of changes to the mkin source please consult the commit history on <a href="http://github.com/jranke/mkin" class="external-link uri">http://github.com/jranke/mkin</a></p> </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/pkgdown.css b/docs/dev/pkgdown.css index 1273238d..80ea5b83 100644 --- a/docs/dev/pkgdown.css +++ b/docs/dev/pkgdown.css @@ -56,8 +56,10 @@ img.icon { float: right; } -img { +/* Ensure in-page images don't run outside their container */ +.contents img { max-width: 100%; + height: auto; } /* Fix bug in bootstrap (only seen in firefox) */ @@ -78,11 +80,10 @@ dd { /* Section anchors ---------------------------------*/ a.anchor { - margin-left: -30px; - display:inline-block; - width: 30px; - height: 30px; - visibility: hidden; + display: none; + margin-left: 5px; + width: 20px; + height: 20px; background-image: url(./link.svg); background-repeat: no-repeat; @@ -90,17 +91,15 @@ a.anchor { background-position: center center; } -.hasAnchor:hover a.anchor { - visibility: visible; -} - -@media (max-width: 767px) { - .hasAnchor:hover a.anchor { - visibility: hidden; - } +h1:hover .anchor, +h2:hover .anchor, +h3:hover .anchor, +h4:hover .anchor, +h5:hover .anchor, +h6:hover .anchor { + display: inline-block; } - /* Fixes for fixed navbar --------------------------*/ .contents h1, .contents h2, .contents h3, .contents h4 { @@ -264,31 +263,26 @@ table { /* Syntax highlighting ---------------------------------------------------- */ -pre { - word-wrap: normal; - word-break: normal; - border: 1px solid #eee; -} - -pre, code { +pre, code, pre code { background-color: #f8f8f8; color: #333; } +pre, pre code { + white-space: pre-wrap; + word-break: break-all; + overflow-wrap: break-word; +} -pre code { - overflow: auto; - word-wrap: normal; - white-space: pre; +pre { + border: 1px solid #eee; } -pre .img { +pre .img, pre .r-plt { margin: 5px 0; } -pre .img img { +pre .img img, pre .r-plt img { background-color: #fff; - display: block; - height: auto; } code a, pre a { @@ -305,9 +299,8 @@ a.sourceLine:hover { .kw {color: #264D66;} /* keyword */ .co {color: #888888;} /* comment */ -.message { color: black; font-weight: bolder;} -.error { color: orange; font-weight: bolder;} -.warning { color: #6A0366; font-weight: bolder;} +.error {font-weight: bolder;} +.warning {font-weight: bolder;} /* Clipboard --------------------------*/ @@ -365,3 +358,27 @@ mark { content: ""; } } + +/* Section anchors --------------------------------- + Added in pandoc 2.11: https://github.com/jgm/pandoc-templates/commit/9904bf71 +*/ + +div.csl-bib-body { } +div.csl-entry { + clear: both; +} +.hanging-indent div.csl-entry { + margin-left:2em; + text-indent:-2em; +} +div.csl-left-margin { + min-width:2em; + float:left; +} +div.csl-right-inline { + margin-left:2em; + padding-left:1em; +} +div.csl-indent { + margin-left: 2em; +} diff --git a/docs/dev/pkgdown.js b/docs/dev/pkgdown.js index 7e7048fa..6f0eee40 100644 --- a/docs/dev/pkgdown.js +++ b/docs/dev/pkgdown.js @@ -80,7 +80,7 @@ $(document).ready(function() { var copyButton = "<button type='button' class='btn btn-primary btn-copy-ex' type = 'submit' title='Copy to clipboard' aria-label='Copy to clipboard' data-toggle='tooltip' data-placement='left auto' data-trigger='hover' data-clipboard-copy><i class='fa fa-copy'></i></button>"; - $(".examples, div.sourceCode").addClass("hasCopyButton"); + $("div.sourceCode").addClass("hasCopyButton"); // Insert copy buttons: $(copyButton).prependTo(".hasCopyButton"); @@ -91,7 +91,7 @@ // Initialize clipboard: var clipboardBtnCopies = new ClipboardJS('[data-clipboard-copy]', { text: function(trigger) { - return trigger.parentNode.textContent; + return trigger.parentNode.textContent.replace(/\n#>[^\n]*/g, ""); } }); diff --git a/docs/dev/pkgdown.yml b/docs/dev/pkgdown.yml index cecb4035..b5257483 100644 --- a/docs/dev/pkgdown.yml +++ b/docs/dev/pkgdown.yml @@ -1,17 +1,17 @@ pandoc: 2.9.2.1 -pkgdown: 1.6.1 +pkgdown: 2.0.2 pkgdown_sha: ~ articles: FOCUS_D: FOCUS_D.html FOCUS_L: FOCUS_L.html mkin: mkin.html twa: twa.html - web_only/FOCUS_Z: FOCUS_Z.html - web_only/NAFTA_examples: NAFTA_examples.html - web_only/benchmarks: benchmarks.html - web_only/compiled_models: compiled_models.html - web_only/dimethenamid_2018: dimethenamid_2018.html -last_built: 2022-01-11T18:34Z + FOCUS_Z: web_only/FOCUS_Z.html + NAFTA_examples: web_only/NAFTA_examples.html + benchmarks: web_only/benchmarks.html + compiled_models: web_only/compiled_models.html + dimethenamid_2018: web_only/dimethenamid_2018.html +last_built: 2022-02-28T14:05Z urls: reference: https://pkgdown.jrwb.de/mkin/reference article: https://pkgdown.jrwb.de/mkin/articles diff --git a/docs/dev/reference/Rplot001.png b/docs/dev/reference/Rplot001.png Binary files differindex 05495b6a..17a35806 100644 --- a/docs/dev/reference/Rplot001.png +++ b/docs/dev/reference/Rplot001.png diff --git a/docs/dev/reference/Rplot002.png b/docs/dev/reference/Rplot002.png Binary files differindex bb1f61b8..e40f40a0 100644 --- a/docs/dev/reference/Rplot002.png +++ b/docs/dev/reference/Rplot002.png diff --git a/docs/dev/reference/Rplot003.png b/docs/dev/reference/Rplot003.png Binary files differindex c90dd2e2..fa29fc43 100644 --- a/docs/dev/reference/Rplot003.png +++ b/docs/dev/reference/Rplot003.png diff --git a/docs/dev/reference/dimethenamid_2018.html b/docs/dev/reference/dimethenamid_2018.html index 60c15ade..5fb94988 100644 --- a/docs/dev/reference/dimethenamid_2018.html +++ b/docs/dev/reference/dimethenamid_2018.html @@ -1,72 +1,17 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018 — dimethenamid_2018 • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script> -<!-- Bootstrap --> - -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" /> - -<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script> - -<!-- bootstrap-toc --> -<link rel="stylesheet" href="../bootstrap-toc.css"> -<script src="../bootstrap-toc.js"></script> - -<!-- Font Awesome icons --> -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" /> -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" /> - -<!-- clipboard.js --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script> - -<!-- headroom.js --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script> - -<!-- pkgdown --> -<link href="../pkgdown.css" rel="stylesheet"> -<script src="../pkgdown.js"></script> - - - - -<meta property="og:title" content="Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018 — dimethenamid_2018" /> -<meta property="og:description" content="The datasets were extracted from the active substance evaluation dossier +<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018 — dimethenamid_2018 • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018 — dimethenamid_2018"><meta property="og:description" content="The datasets were extracted from the active substance evaluation dossier published by EFSA. Kinetic evaluations shown for these datasets are intended to illustrate and advance kinetic modelling. The fact that these data and some results are shown here does not imply a license to use them in the context of pesticide registrations, as the use of the data may be -constrained by data protection regulations." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +constrained by data protection regulations."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -82,8 +27,7 @@ constrained by data protection regulations." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -92,8 +36,7 @@ constrained by data protection regulations." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -117,34 +60,27 @@ constrained by data protection regulations." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/dimethenamid_2018.R'><code>R/dimethenamid_2018.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/dimethenamid_2018.R" class="external-link"><code>R/dimethenamid_2018.R</code></a></small> <div class="hidden name"><code>dimethenamid_2018.Rd</code></div> </div> @@ -157,294 +93,368 @@ context of pesticide registrations, as the use of the data may be constrained by data protection regulations.</p> </div> - <pre class="usage"><span class='va'>dimethenamid_2018</span></pre> - - - <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2> - - <p>An <a href='mkindsg.html'>mkindsg</a> object grouping seven datasets with some meta information</p> - <h2 class="hasAnchor" id="source"><a class="anchor" href="#source"></a>Source</h2> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="va">dimethenamid_2018</span></code></pre></div> + </div> + <div id="format"> + <h2>Format</h2> + <p>An <a href="mkindsg.html">mkindsg</a> object grouping seven datasets with some meta information</p> + </div> + <div id="source"> + <h2>Source</h2> <p>Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria (2018) Renewal Assessment Report Dimethenamid-P Volume 3 - B.8 Environmental fate and behaviour Rev. 2 - November 2017 -<a href='https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716'>https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a></p> - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - +<a href="https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716" class="external-link">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a></p> + </div> + <div id="details"> + <h2>Details</h2> <p>The R code used to create this data object is installed with this package in the 'dataset_generation' directory. In the code, page numbers are given for specific pieces of information in the comments.</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>dimethenamid_2018</span><span class='op'>)</span> -</div><div class='output co'>#> <mkindsg> holding 7 mkinds objects -#> Title $title: Aerobic soil degradation data on dimethenamid-P from the EU assessment in 2018 -#> Occurrence of observed compounds $observed_n: -#> DMTAP M23 M27 M31 DMTA -#> 3 7 7 7 4 -#> Time normalisation factors $f_time_norm: -#> [1] 1.0000000 0.9706477 1.2284784 1.2284784 0.6233856 0.7678922 0.6733938 -#> Meta information $meta: -#> study usda_soil_type study_moisture_ref_type rel_moisture -#> Calke Unsworth 2014 Sandy loam pF2 1.00 -#> Borstel Staudenmaier 2009 Sand pF1 0.50 -#> Elliot 1 Wendt 1997 Clay loam pF2.5 0.75 -#> Elliot 2 Wendt 1997 Clay loam pF2.5 0.75 -#> Flaach König 1996 Sandy clay loam pF1 0.40 -#> BBA 2.2 König 1995 Loamy sand pF1 0.40 -#> BBA 2.3 König 1995 Sandy loam pF1 0.40 -#> study_ref_moisture temperature -#> Calke NA 20 -#> Borstel 23.00 20 -#> Elliot 1 33.37 23 -#> Elliot 2 33.37 23 -#> Flaach NA 20 -#> BBA 2.2 NA 20 -#> BBA 2.3 NA 20</div><div class='input'><span class='va'>dmta_ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>:</span><span class='fl'>7</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>{</span> - <span class='va'>ds_i</span> <span class='op'><-</span> <span class='va'>dimethenamid_2018</span><span class='op'>$</span><span class='va'>ds</span><span class='op'>[[</span><span class='va'>i</span><span class='op'>]</span><span class='op'>]</span><span class='op'>$</span><span class='va'>data</span> - <span class='va'>ds_i</span><span class='op'>[</span><span class='va'>ds_i</span><span class='op'>$</span><span class='va'>name</span> <span class='op'>==</span> <span class='st'>"DMTAP"</span>, <span class='st'>"name"</span><span class='op'>]</span> <span class='op'><-</span> <span class='st'>"DMTA"</span> - <span class='va'>ds_i</span><span class='op'>$</span><span class='va'>time</span> <span class='op'><-</span> <span class='va'>ds_i</span><span class='op'>$</span><span class='va'>time</span> <span class='op'>*</span> <span class='va'>dimethenamid_2018</span><span class='op'>$</span><span class='va'>f_time_norm</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span> - <span class='va'>ds_i</span> -<span class='op'>}</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>dmta_ds</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>sapply</a></span><span class='op'>(</span><span class='va'>dimethenamid_2018</span><span class='op'>$</span><span class='va'>ds</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='va'>ds</span><span class='op'>$</span><span class='va'>title</span><span class='op'>)</span> -<span class='va'>dmta_ds</span><span class='op'>[[</span><span class='st'>"Elliot"</span><span class='op'>]</span><span class='op'>]</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/cbind.html'>rbind</a></span><span class='op'>(</span><span class='va'>dmta_ds</span><span class='op'>[[</span><span class='st'>"Elliot 1"</span><span class='op'>]</span><span class='op'>]</span>, <span class='va'>dmta_ds</span><span class='op'>[[</span><span class='st'>"Elliot 2"</span><span class='op'>]</span><span class='op'>]</span><span class='op'>)</span> -<span class='va'>dmta_ds</span><span class='op'>[[</span><span class='st'>"Elliot 1"</span><span class='op'>]</span><span class='op'>]</span> <span class='op'><-</span> <span class='cn'>NULL</span> -<span class='va'>dmta_ds</span><span class='op'>[[</span><span class='st'>"Elliot 2"</span><span class='op'>]</span><span class='op'>]</span> <span class='op'><-</span> <span class='cn'>NULL</span> -<span class='co'># \dontrun{</span> -<span class='va'>dfop_sfo3_plus</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span> - DMTA <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"M23"</span>, <span class='st'>"M27"</span>, <span class='st'>"M31"</span><span class='op'>)</span><span class='op'>)</span>, - M23 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, - M27 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, - M31 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"M27"</span>, sink <span class='op'>=</span> <span class='cn'>FALSE</span><span class='op'>)</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span> -<span class='op'>)</span> -<span class='va'>f_dmta_mkin_tc</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span> - <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='st'>"DFOP-SFO3+"</span> <span class='op'>=</span> <span class='va'>dfop_sfo3_plus</span><span class='op'>)</span>, - <span class='va'>dmta_ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span><span class='op'>)</span> -<span class='fu'><a href='nlmixr.mmkin.html'>nlmixr_model</a></span><span class='op'>(</span><span class='va'>f_dmta_mkin_tc</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span></div><div class='output co'>#> <span class='warning'>Warning: number of items to replace is not a multiple of replacement length</span></div><div class='output co'>#> function () -#> { -#> ini({ -#> DMTA_0 = 98.7132391714013 -#> eta.DMTA_0 ~ 2.32692496033921 -#> log_k_M23 = -3.92162409637283 -#> eta.log_k_M23 ~ 0.549278519419884 -#> log_k_M27 = -4.33057580082049 -#> eta.log_k_M27 ~ 0.855184233768426 -#> log_k_M31 = -4.24415516780733 -#> eta.log_k_M31 ~ 0.745746058085877 -#> log_k1 = -2.23515804885306 -#> eta.log_k1 ~ 0.901033446532357 -#> log_k2 = -3.77581484944379 -#> eta.log_k2 ~ 1.57682329638124 -#> g_qlogis = 0.436302910942805 -#> eta.g_qlogis ~ 3.10190528862808 -#> f_DMTA_tffm0_1_qlogis = -2.0914852208395 -#> eta.f_DMTA_tffm0_1_qlogis ~ 0.3 -#> f_DMTA_tffm0_2_qlogis = -2.17879574608926 -#> eta.f_DMTA_tffm0_2_qlogis ~ 0.3 -#> f_DMTA_tffm0_3_qlogis = -2.14036526460782 -#> eta.f_DMTA_tffm0_3_qlogis ~ 0.3 -#> sigma_low_DMTA = 0.700117227383809 -#> rsd_high_DMTA = 0.0257724286053519 -#> sigma_low_M23 = 0.700117227383809 -#> rsd_high_M23 = 0.0257724286053519 -#> sigma_low_M27 = 0.700117227383809 -#> rsd_high_M27 = 0.0257724286053519 -#> sigma_low_M31 = 0.700117227383809 -#> rsd_high_M31 = 0.0257724286053519 -#> }) -#> model({ -#> DMTA_0_model = DMTA_0 + eta.DMTA_0 -#> DMTA(0) = DMTA_0_model -#> k_M23 = exp(log_k_M23 + eta.log_k_M23) -#> k_M27 = exp(log_k_M27 + eta.log_k_M27) -#> k_M31 = exp(log_k_M31 + eta.log_k_M31) -#> k1 = exp(log_k1 + eta.log_k1) -#> k2 = exp(log_k2 + eta.log_k2) -#> g = expit(g_qlogis + eta.g_qlogis) -#> f_DMTA_to_M23 = expit(f_DMTA_tffm0_1_qlogis + eta.f_DMTA_tffm0_1_qlogis) -#> f_DMTA_to_M23 = expit(f_DMTA_tffm0_2_qlogis + eta.f_DMTA_tffm0_2_qlogis) -#> f_DMTA_to_M23 = expit(f_DMTA_tffm0_3_qlogis + eta.f_DMTA_tffm0_3_qlogis) -#> f_DMTA_to_M23 = f_DMTA_tffm0_1 -#> f_DMTA_to_M27 = f_DMTA_tffm0_2 * (1 - f_DMTA_tffm0_1) -#> f_DMTA_to_M31 = f_DMTA_tffm0_3 * (1 - f_DMTA_tffm0_2) * -#> (1 - f_DMTA_tffm0_1) -#> d/dt(DMTA) = -((k1 * g * exp(-k1 * time) + k2 * (1 - -#> g) * exp(-k2 * time))/(g * exp(-k1 * time) + (1 - -#> g) * exp(-k2 * time))) * DMTA -#> d/dt(M23) = +f_DMTA_to_M23 * ((k1 * g * exp(-k1 * time) + -#> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + -#> (1 - g) * exp(-k2 * time))) * DMTA - k_M23 * M23 -#> d/dt(M27) = +f_DMTA_to_M27 * ((k1 * g * exp(-k1 * time) + -#> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + -#> (1 - g) * exp(-k2 * time))) * DMTA - k_M27 * M27 + -#> k_M31 * M31 -#> d/dt(M31) = +f_DMTA_to_M31 * ((k1 * g * exp(-k1 * time) + -#> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + -#> (1 - g) * exp(-k2 * time))) * DMTA - k_M31 * M31 -#> DMTA ~ add(sigma_low_DMTA) + prop(rsd_high_DMTA) -#> M23 ~ add(sigma_low_M23) + prop(rsd_high_M23) -#> M27 ~ add(sigma_low_M27) + prop(rsd_high_M27) -#> M31 ~ add(sigma_low_M31) + prop(rsd_high_M31) -#> }) -#> } -#> <environment: 0x555559d89920></div><div class='input'><span class='co'># The focei fit takes about four minutes on my system</span> -<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span><span class='op'>(</span> - <span class='va'>f_dmta_nlmixr_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_dmta_mkin_tc</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'>nlmixr</span><span class='fu'>::</span><span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>500</span><span class='op'>)</span><span class='op'>)</span> -<span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: number of items to replace is not a multiple of replacement length</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:02 -#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:04 -#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:01 -#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:09 -#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:07 -#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:06 -#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:00 -#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> [====|====|====|====|====|====|====|====|====|====] 0:00:00 -#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Model:</span></div><div class='output co'>#> <span class='message'>cmt(DMTA);</span> -#> <span class='message'>cmt(M23);</span> -#> <span class='message'>cmt(M27);</span> -#> <span class='message'>cmt(M31);</span> -#> <span class='message'>rx_expr_14~ETA[1]+THETA[1];</span> -#> <span class='message'>DMTA(0)=rx_expr_14;</span> -#> <span class='message'>rx_expr_15~ETA[5]+THETA[5];</span> -#> <span class='message'>rx_expr_16~ETA[7]+THETA[7];</span> -#> <span class='message'>rx_expr_17~ETA[6]+THETA[6];</span> -#> <span class='message'>rx_expr_24~exp(rx_expr_15);</span> -#> <span class='message'>rx_expr_25~exp(rx_expr_17);</span> -#> <span class='message'>rx_expr_29~t*rx_expr_24;</span> -#> <span class='message'>rx_expr_30~t*rx_expr_25;</span> -#> <span class='message'>rx_expr_31~exp(-(rx_expr_16));</span> -#> <span class='message'>rx_expr_35~1+rx_expr_31;</span> -#> <span class='message'>rx_expr_40~1/(rx_expr_35);</span> -#> <span class='message'>rx_expr_42~(rx_expr_40);</span> -#> <span class='message'>rx_expr_43~1-rx_expr_42;</span> -#> <span class='message'>d/dt(DMTA)=-DMTA*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> -#> <span class='message'>rx_expr_18~ETA[2]+THETA[2];</span> -#> <span class='message'>rx_expr_26~exp(rx_expr_18);</span> -#> <span class='message'>d/dt(M23)=-rx_expr_26*M23+DMTA*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_1/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> -#> <span class='message'>rx_expr_19~ETA[3]+THETA[3];</span> -#> <span class='message'>rx_expr_20~ETA[4]+THETA[4];</span> -#> <span class='message'>rx_expr_21~1-f_DMTA_tffm0_1;</span> -#> <span class='message'>rx_expr_27~exp(rx_expr_19);</span> -#> <span class='message'>rx_expr_28~exp(rx_expr_20);</span> -#> <span class='message'>d/dt(M27)=-rx_expr_27*M27+rx_expr_28*M31+DMTA*(rx_expr_21)*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_2/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> -#> <span class='message'>rx_expr_22~1-f_DMTA_tffm0_2;</span> -#> <span class='message'>d/dt(M31)=-rx_expr_28*M31+DMTA*(rx_expr_22)*(rx_expr_21)*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_3/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> -#> <span class='message'>rx_expr_0~CMT==4;</span> -#> <span class='message'>rx_expr_1~CMT==2;</span> -#> <span class='message'>rx_expr_2~CMT==1;</span> -#> <span class='message'>rx_expr_3~CMT==3;</span> -#> <span class='message'>rx_expr_4~1-(rx_expr_0);</span> -#> <span class='message'>rx_expr_5~1-(rx_expr_1);</span> -#> <span class='message'>rx_expr_6~1-(rx_expr_3);</span> -#> <span class='message'>rx_yj_~(rx_expr_4)*((2*(rx_expr_5)*(rx_expr_2)+2*(rx_expr_1))*(rx_expr_6)+2*(rx_expr_3))+2*(rx_expr_0);</span> -#> <span class='message'>rx_expr_7~(rx_expr_1);</span> -#> <span class='message'>rx_expr_8~(rx_expr_3);</span> -#> <span class='message'>rx_expr_9~(rx_expr_0);</span> -#> <span class='message'>rx_expr_13~(rx_expr_5);</span> -#> <span class='message'>rx_expr_32~rx_expr_13*(rx_expr_2);</span> -#> <span class='message'>rx_lambda_~(rx_expr_4)*((rx_expr_32+rx_expr_7)*(rx_expr_6)+rx_expr_8)+rx_expr_9;</span> -#> <span class='message'>rx_hi_~(rx_expr_4)*((rx_expr_32+rx_expr_7)*(rx_expr_6)+rx_expr_8)+rx_expr_9;</span> -#> <span class='message'>rx_low_~0;</span> -#> <span class='message'>rx_expr_10~M31*(rx_expr_0);</span> -#> <span class='message'>rx_expr_11~M27*(rx_expr_3);</span> -#> <span class='message'>rx_expr_12~M23*(rx_expr_1);</span> -#> <span class='message'>rx_expr_23~DMTA*(rx_expr_5);</span> -#> <span class='message'>rx_expr_36~rx_expr_23*(rx_expr_2);</span> -#> <span class='message'>rx_pred_=(rx_expr_4)*((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)));</span> -#> <span class='message'>rx_expr_33~Rx_pow_di(THETA[12],2);</span> -#> <span class='message'>rx_expr_34~Rx_pow_di(THETA[11],2);</span> -#> <span class='message'>rx_r_=(rx_expr_4)*((rx_expr_33*Rx_pow_di(((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6)),2)+rx_expr_34)*(rx_expr_3)+((rx_expr_1)*(rx_expr_33*Rx_pow_di(((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2)),2)+rx_expr_34)+(rx_expr_33*Rx_pow_di(((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2)),2)+rx_expr_34)*(rx_expr_5)*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_33*Rx_pow_di(((rx_expr_4)*((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))),2)+rx_expr_34);</span> -#> <span class='message'>DMTA_0=THETA[1];</span> -#> <span class='message'>log_k_M23=THETA[2];</span> -#> <span class='message'>log_k_M27=THETA[3];</span> -#> <span class='message'>log_k_M31=THETA[4];</span> -#> <span class='message'>log_k1=THETA[5];</span> -#> <span class='message'>log_k2=THETA[6];</span> -#> <span class='message'>g_qlogis=THETA[7];</span> -#> <span class='message'>f_DMTA_tffm0_1_qlogis=THETA[8];</span> -#> <span class='message'>f_DMTA_tffm0_2_qlogis=THETA[9];</span> -#> <span class='message'>f_DMTA_tffm0_3_qlogis=THETA[10];</span> -#> <span class='message'>sigma_low=THETA[11];</span> -#> <span class='message'>rsd_high=THETA[12];</span> -#> <span class='message'>eta.DMTA_0=ETA[1];</span> -#> <span class='message'>eta.log_k_M23=ETA[2];</span> -#> <span class='message'>eta.log_k_M27=ETA[3];</span> -#> <span class='message'>eta.log_k_M31=ETA[4];</span> -#> <span class='message'>eta.log_k1=ETA[5];</span> -#> <span class='message'>eta.log_k2=ETA[6];</span> -#> <span class='message'>eta.g_qlogis=ETA[7];</span> -#> <span class='message'>eta.f_DMTA_tffm0_1_qlogis=ETA[8];</span> -#> <span class='message'>eta.f_DMTA_tffm0_2_qlogis=ETA[9];</span> -#> <span class='message'>eta.f_DMTA_tffm0_3_qlogis=ETA[10];</span> -#> <span class='message'>DMTA_0_model=rx_expr_14;</span> -#> <span class='message'>k_M23=rx_expr_26;</span> -#> <span class='message'>k_M27=rx_expr_27;</span> -#> <span class='message'>k_M31=rx_expr_28;</span> -#> <span class='message'>k1=rx_expr_24;</span> -#> <span class='message'>k2=rx_expr_25;</span> -#> <span class='message'>g=1/(rx_expr_35);</span> -#> <span class='message'>f_DMTA_to_M23=1/(1+exp(-(ETA[8]+THETA[8])));</span> -#> <span class='message'>f_DMTA_to_M23=1/(1+exp(-(ETA[9]+THETA[9])));</span> -#> <span class='message'>f_DMTA_to_M23=1/(1+exp(-(ETA[10]+THETA[10])));</span> -#> <span class='message'>f_DMTA_to_M23=f_DMTA_tffm0_1;</span> -#> <span class='message'>f_DMTA_to_M27=(rx_expr_21)*f_DMTA_tffm0_2;</span> -#> <span class='message'>f_DMTA_to_M31=(rx_expr_22)*(rx_expr_21)*f_DMTA_tffm0_3;</span> -#> <span class='message'>tad=tad();</span> -#> <span class='message'>dosenum=dosenum();</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> <span class='message'>[1] "f_DMTA_tffm0_1" "f_DMTA_tffm0_2" "f_DMTA_tffm0_3" "CMT" </span></div><div class='output co'>#> <span class='error'>Error in (function (data, inits, PKpars, model = NULL, pred = NULL, err = NULL, lower = -Inf, upper = Inf, fixed = NULL, skipCov = NULL, control = foceiControl(), thetaNames = NULL, etaNames = NULL, etaMat = NULL, ..., env = NULL, keep = NULL, drop = NULL) { set.seed(control$seed) .pt <- proc.time() RxODE::.setWarnIdSort(FALSE) on.exit(RxODE::.setWarnIdSort(TRUE)) loadNamespace("n1qn1") if (!RxODE::rxIs(control, "foceiControl")) { control <- do.call(foceiControl, control) } if (is.null(env)) { .ret <- new.env(parent = emptyenv()) } else { .ret <- env } .ret$origData <- data .ret$etaNames <- etaNames .ret$thetaFixed <- fixed .ret$control <- control .ret$control$focei.mu.ref <- integer(0) if (is(model, "RxODE") || is(model, "character")) { .ret$ODEmodel <- TRUE if (class(pred) != "function") { stop("pred must be a function specifying the prediction variables in this model.") } } else { .ret$ODEmodel <- TRUE model <- RxODE::rxGetLin(PKpars) pred <- eval(parse(text = "function(){return(Central);}")) } .square <- function(x) x * x .ret$diagXformInv <- c(sqrt = ".square", log = "exp", identity = "identity")[control$diagXform] if (is.null(err)) { err <- eval(parse(text = paste0("function(){err", paste(inits$ERROR[[1]], collapse = ""), "}"))) } .covNames <- .parNames <- c() .ret$adjLik <- control$adjLik .mixed <- !is.null(inits$OMGA) && length(inits$OMGA) > 0 if (!exists("noLik", envir = .ret)) { .atol <- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol <- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ssAtol <- rep(control$ssAtol, length(RxODE::rxModelVars(model)$state)) .ssRtol <- rep(control$ssRtol, length(RxODE::rxModelVars(model)$state)) .ret$model <- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = (control$derivMethod == 2L), pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, interaction = (control$interaction == 1L), only.numeric = !.mixed, run.internal = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol <- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol <- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol <- .atol .ret$control$rxControl$rtol <- .rtol .ssAtol <- c(.ssAtol, rep(control$ssAtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssAtol))) .ssRtol <- c(.ssRtol, rep(control$ssRtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssRtol))) .ret$control$rxControl$ssAtol <- .ssAtol .ret$control$rxControl$ssRtol <- .ssRtol } .covNames <- .parNames <- RxODE::rxParams(.ret$model$pred.only) .covNames <- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) <- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs <- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) > 0) { .covNames <- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) > 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars <- .ret$model$extra.pars } else { if (.ret$noLik) { .atol <- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol <- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ret$model <- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = FALSE, pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, run.internal = TRUE, only.numeric = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol <- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol <- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol <- .atol .ret$control$rxControl$rtol <- .rtol } .covNames <- .parNames <- RxODE::rxParams(.ret$model$pred.only) .covNames <- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) <- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs <- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) > 0) { .covNames <- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) > 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars <- .ret$model$extra.pars } else { .extraPars <- NULL } } .ret$skipCov <- skipCov if (is.null(skipCov)) { if (is.null(fixed)) { .tmp <- rep(FALSE, length(inits$THTA)) } else { if (length(fixed) < length(inits$THTA)) { .tmp <- c(fixed, rep(FALSE, length(inits$THTA) - length(fixed))) } else { .tmp <- fixed[1:length(inits$THTA)] } } if (exists("uif", envir = .ret)) { .uifErr <- .ret$uif$ini$err[!is.na(.ret$uif$ini$ntheta)] .uifErr <- sapply(.uifErr, function(x) { if (is.na(x)) { return(FALSE) } return(!any(x == c("pow2", "tbs", "tbsYj"))) }) .tmp <- (.tmp | .uifErr) } .ret$skipCov <- c(.tmp, rep(TRUE, length(.extraPars))) .ret$control$focei.mu.ref <- .ret$uif$focei.mu.ref } if (is.null(.extraPars)) { .nms <- c(sprintf("THETA[%s]", seq_along(inits$THTA))) } else { .nms <- c(sprintf("THETA[%s]", seq_along(inits$THTA)), sprintf("ERR[%s]", seq_along(.extraPars))) } if (!is.null(thetaNames) && (length(inits$THTA) + length(.extraPars)) == length(thetaNames)) { .nms <- thetaNames } .ret$thetaNames <- .nms .thetaReset$thetaNames <- .nms if (length(lower) == 1) { lower <- rep(lower, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { print(inits$THTA) print(lower) stop("Lower must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (length(upper) == 1) { upper <- rep(upper, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { stop("Upper must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (!is.null(.extraPars)) { .ret$model$extra.pars <- eval(call(control$diagXform, .ret$model$extra.pars)) if (length(.ret$model$extra.pars) > 0) { inits$THTA <- c(inits$THTA, .ret$model$extra.pars) .lowerErr <- rep(control$atol[1] * 10, length(.ret$model$extra.pars)) .upperErr <- rep(Inf, length(.ret$model$extra.pars)) lower <- c(lower, .lowerErr) upper <- c(upper, .upperErr) } } if (is.null(data$ID)) stop("\"ID\" not found in data") if (is.null(data$DV)) stop("\"DV\" not found in data") if (is.null(data$EVID)) data$EVID <- 0 if (is.null(data$AMT)) data$AMT <- 0 for (.v in c("TIME", "AMT", "DV", .covNames)) { data[[.v]] <- as.double(data[[.v]]) } .ret$dataSav <- data .ds <- data[data$EVID != 0 & data$EVID != 2, c("ID", "TIME", "AMT", "EVID", .covNames)] .w <- which(tolower(names(data)) == "limit") .limitName <- NULL if (length(.w) == 1L) { .limitName <- names(data)[.w] } .censName <- NULL .w <- which(tolower(names(data)) == "cens") if (length(.w) == 1L) { .censName <- names(data[.w]) } data <- data[data$EVID == 0 | data$EVID == 2, c("ID", "TIME", "DV", "EVID", .covNames, .limitName, .censName)] .w <- which(!(names(.ret$dataSav) %in% c(.covNames, keep))) names(.ret$dataSav)[.w] <- tolower(names(.ret$dataSav[.w])) if (.mixed) { .lh <- .parseOM(inits$OMGA) .nlh <- sapply(.lh, length) .osplt <- rep(1:length(.lh), .nlh) .lini <- list(inits$THTA, unlist(.lh)) .nlini <- sapply(.lini, length) .nsplt <- rep(1:length(.lini), .nlini) .om0 <- .genOM(.lh) if (length(etaNames) == dim(.om0)[1]) { .ret$etaNames <- .ret$etaNames } else { .ret$etaNames <- sprintf("ETA[%d]", seq(1, dim(.om0)[1])) } .ret$rxInv <- RxODE::rxSymInvCholCreate(mat = .om0, diag.xform = control$diagXform) .ret$xType <- .ret$rxInv$xType .om0a <- .om0 .om0a <- .om0a/control$diagOmegaBoundLower .om0b <- .om0 .om0b <- .om0b * control$diagOmegaBoundUpper .om0a <- RxODE::rxSymInvCholCreate(mat = .om0a, diag.xform = control$diagXform) .om0b <- RxODE::rxSymInvCholCreate(mat = .om0b, diag.xform = control$diagXform) .omdf <- data.frame(a = .om0a$theta, m = .ret$rxInv$theta, b = .om0b$theta, diag = .om0a$theta.diag) .omdf$lower <- with(.omdf, ifelse(a > b, b, a)) .omdf$lower <- with(.omdf, ifelse(lower == m, -Inf, lower)) .omdf$lower <- with(.omdf, ifelse(!diag, -Inf, lower)) .omdf$upper <- with(.omdf, ifelse(a < b, b, a)) .omdf$upper <- with(.omdf, ifelse(upper == m, Inf, upper)) .omdf$upper <- with(.omdf, ifelse(!diag, Inf, upper)) .ret$control$nomega <- length(.omdf$lower) .ret$control$neta <- sum(.omdf$diag) .ret$control$ntheta <- length(lower) .ret$control$nfixed <- sum(fixed) lower <- c(lower, .omdf$lower) upper <- c(upper, .omdf$upper) } else { .ret$control$nomega <- 0 .ret$control$neta <- 0 .ret$xType <- -1 .ret$control$ntheta <- length(lower) .ret$control$nfixed <- sum(fixed) } .ret$lower <- lower .ret$upper <- upper .ret$thetaIni <- inits$THTA .scaleC <- double(length(lower)) if (is.null(control$scaleC)) { .scaleC <- rep(NA_real_, length(lower)) } else { .scaleC <- as.double(control$scaleC) if (length(lower) > length(.scaleC)) { .scaleC <- c(.scaleC, rep(NA_real_, length(lower) - length(.scaleC))) } else if (length(lower) < length(.scaleC)) { .scaleC <- .scaleC[seq(1, length(lower))] warning("scaleC control option has more options than estimated population parameters, please check.") } } .ret$scaleC <- .scaleC if (exists("uif", envir = .ret)) { .ini <- as.data.frame(.ret$uif$ini)[!is.na(.ret$uif$ini$err), c("est", "err", "ntheta")] for (.i in seq_along(.ini$err)) { if (is.na(.ret$scaleC[.ini$ntheta[.i]])) { if (any(.ini$err[.i] == c("boxCox", "yeoJohnson", "pow2", "tbs", "tbsYj"))) { .ret$scaleC[.ini$ntheta[.i]] <- 1 } else if (any(.ini$err[.i] == c("prop", "add", "norm", "dnorm", "logn", "dlogn", "lnorm", "dlnorm"))) { .ret$scaleC[.ini$ntheta[.i]] <- 0.5 * abs(.ini$est[.i]) } } } for (.i in .ini$model$extraProps$powTheta) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- 1 } .ini <- as.data.frame(.ret$uif$ini) for (.i in .ini$model$extraProps$factorial) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- abs(1/digamma(.ini$est[.i] + 1)) } for (.i in .ini$model$extraProps$gamma) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- abs(1/digamma(.ini$est[.i])) } for (.i in .ini$model$extraProps$log) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- log(abs(.ini$est[.i])) * abs(.ini$est[.i]) } for (.i in .ret$logitThetas) { .b <- .ret$logitThetasLow[.i] .c <- .ret$logitThetasHi[.i] .a <- .ini$est[.i] if (is.na(.ret$scaleC[.i])) { .ret$scaleC[.i] <- 1 * (-.b + .c) * exp(-.a)/((1 + exp(-.a))^2 * (.b + 1 * (-.b + .c)/(1 + exp(-.a)))) } } } names(.ret$thetaIni) <- sprintf("THETA[%d]", seq_along(.ret$thetaIni)) if (is.null(etaMat) & !is.null(control$etaMat)) { .ret$etaMat <- control$etaMat } else { .ret$etaMat <- etaMat } .ret$setupTime <- (proc.time() - .pt)["elapsed"] if (exists("uif", envir = .ret)) { .tmp <- .ret$uif$logThetasList .ret$logThetas <- .tmp[[1]] .ret$logThetasF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasList .ret$logitThetas <- .tmp[[1]] .ret$logitThetasF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasListLow .ret$logitThetasLow <- .tmp[[1]] .ret$logitThetasLowF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasListHi .ret$logitThetasHi <- .tmp[[1]] .ret$logitThetasHiF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasList .ret$probitThetas <- .tmp[[1]] .ret$probitThetasF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasListLow .ret$probitThetasLow <- .tmp[[1]] .ret$probitThetasLowF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasListHi .ret$probitThetasHi <- .tmp[[1]] .ret$probitThetasHiF <- .tmp[[2]] } else { .ret$logThetasF <- integer(0) .ret$logitThetasF <- integer(0) .ret$logitThetasHiF <- numeric(0) .ret$logitThetasLowF <- numeric(0) .ret$logitThetas <- integer(0) .ret$logitThetasHi <- numeric(0) .ret$logitThetasLow <- numeric(0) .ret$probitThetasF <- integer(0) .ret$probitThetasHiF <- numeric(0) .ret$probitThetasLowF <- numeric(0) .ret$probitThetas <- integer(0) .ret$probitThetasHi <- numeric(0) .ret$probitThetasLow <- numeric(0) } if (exists("noLik", envir = .ret)) { if (!.ret$noLik) { .ret$.params <- c(sprintf("THETA[%d]", seq_along(.ret$thetaIni)), sprintf("ETA[%d]", seq(1, dim(.om0)[1]))) .ret$.thetan <- length(.ret$thetaIni) .ret$nobs <- sum(data$EVID == 0) } } .ret$control$printTop <- TRUE .ret$control$nF <- 0 .est0 <- .ret$thetaIni if (!is.null(.ret$model$pred.nolhs)) { .ret$control$predNeq <- length(.ret$model$pred.nolhs$state) } else { .ret$control$predNeq <- 0L } .fitFun <- function(.ret) { this.env <- environment() assign("err", "theta reset", this.env) while (this.env$err == "theta reset") { assign("err", "", this.env) .ret0 <- tryCatch({ foceiFitCpp_(.ret) }, error = function(e) { if (regexpr("theta reset", e$message) != -1) { assign("zeroOuter", FALSE, this.env) assign("zeroGrad", FALSE, this.env) if (regexpr("theta reset0", e$message) != -1) { assign("zeroGrad", TRUE, this.env) } else if (regexpr("theta resetZ", e$message) != -1) { assign("zeroOuter", TRUE, this.env) } assign("err", "theta reset", this.env) } else { assign("err", e$message, this.env) } }) if (this.env$err == "theta reset") { .nm <- names(.ret$thetaIni) .ret$thetaIni <- setNames(.thetaReset$thetaIni + 0, .nm) .ret$rxInv$theta <- .thetaReset$omegaTheta .ret$control$printTop <- FALSE .ret$etaMat <- .thetaReset$etaMat .ret$control$etaMat <- .thetaReset$etaMat .ret$control$maxInnerIterations <- .thetaReset$maxInnerIterations .ret$control$nF <- .thetaReset$nF .ret$control$gillRetC <- .thetaReset$gillRetC .ret$control$gillRet <- .thetaReset$gillRet .ret$control$gillRet <- .thetaReset$gillRet .ret$control$gillDf <- .thetaReset$gillDf .ret$control$gillDf2 <- .thetaReset$gillDf2 .ret$control$gillErr <- .thetaReset$gillErr .ret$control$rEps <- .thetaReset$rEps .ret$control$aEps <- .thetaReset$aEps .ret$control$rEpsC <- .thetaReset$rEpsC .ret$control$aEpsC <- .thetaReset$aEpsC .ret$control$c1 <- .thetaReset$c1 .ret$control$c2 <- .thetaReset$c2 if (this.env$zeroOuter) { message("Posthoc reset") .ret$control$maxOuterIterations <- 0L } else if (this.env$zeroGrad) { message("Theta reset (zero gradient values); Switch to bobyqa") RxODE::rxReq("minqa") .ret$control$outerOptFun <- .bobyqa .ret$control$outerOpt <- -1L } else { message("Theta reset (ETA drift)") } } } if (this.env$err != "") { stop(this.env$err) } else { return(.ret0) } } .ret0 <- try(.fitFun(.ret)) .n <- 1 while (inherits(.ret0, "try-error") && control$maxOuterIterations != 0 && .n <= control$nRetries) { message(sprintf("Restart %s", .n)) .ret$control$nF <- 0 .estNew <- .est0 + 0.2 * .n * abs(.est0) * stats::runif(length(.est0)) - 0.1 * .n .estNew <- sapply(seq_along(.est0), function(.i) { if (.ret$thetaFixed[.i]) { return(.est0[.i]) } else if (.estNew[.i] < lower[.i]) { return(lower + (.Machine$double.eps)^(1/7)) } else if (.estNew[.i] > upper[.i]) { return(upper - (.Machine$double.eps)^(1/7)) } else { return(.estNew[.i]) } }) .ret$thetaIni <- .estNew .ret0 <- try(.fitFun(.ret)) .n <- .n + 1 } if (inherits(.ret0, "try-error")) stop("Could not fit data.") .ret <- .ret0 if (exists("parHistData", .ret)) { .tmp <- .ret$parHistData .tmp <- .tmp[.tmp$type == "Unscaled", names(.tmp) != "type"] .iter <- .tmp$iter .tmp <- .tmp[, names(.tmp) != "iter"] .ret$parHistStacked <- data.frame(stack(.tmp), iter = .iter) names(.ret$parHistStacked) <- c("val", "par", "iter") .ret$parHist <- data.frame(iter = .iter, .tmp) } if (.mixed) { .etas <- .ret$ranef .thetas <- .ret$fixef .pars <- .Call(`_nlmixr_nlmixrParameters`, .thetas, .etas) .ret$shrink <- .Call(`_nlmixr_calcShrinkOnly`, .ret$omega, .pars$eta.lst, length(.etas$ID)) .updateParFixed(.ret) } else { .updateParFixed(.ret) } if (!exists("table", .ret)) { .ret$table <- tableControl() } if (control$calcTables) { .ret <- addTable(.ret, updateObject = "no", keep = keep, drop = drop, table = .ret$table) } .ret})(data = dat, inits = .FoceiInits, PKpars = .pars, model = .mod, pred = function() { return(nlmixr_pred) }, err = uif$error, lower = uif$focei.lower, upper = uif$focei.upper, fixed = uif$focei.fixed, thetaNames = uif$focei.names, etaNames = uif$eta.names, control = control, env = env, keep = .keep, drop = .drop): Not all the covariates are in the dataset.</span></div><div class='output co'>#> <span class='message'>Timing stopped at: 121.4 8.294 129.7</span></div><div class='output co'>#> <span class='message'>Timing stopped at: 121.5 8.294 129.9</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span><span class='op'>(</span><span class='va'>f_dmta_nlmixr_focei</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in summary(f_dmta_nlmixr_focei): object 'f_dmta_nlmixr_focei' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_dmta_nlmixr_focei</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in plot(f_dmta_nlmixr_focei): object 'f_dmta_nlmixr_focei' not found</span></div><div class='input'><span class='co'># Using saemix takes about 18 minutes</span> -<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span><span class='op'>(</span> - <span class='va'>f_dmta_saemix</span> <span class='op'><-</span> <span class='fu'><a href='saem.html'>saem</a></span><span class='op'>(</span><span class='va'>f_dmta_mkin_tc</span>, test_log_parms <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='op'>)</span> -</div><div class='output co'>#> Running main SAEM algorithm -#> [1] "Tue Oct 5 16:58:50 2021" -#> .... -#> Minimisation finished -#> [1] "Tue Oct 5 17:17:24 2021"</div><div class='output co'>#> user system elapsed -#> 1181.365 0.031 1181.470 </div><div class='input'> -<span class='co'># nlmixr with est = "saem" is pretty fast with default iteration numbers, most</span> -<span class='co'># of the time (about 2.5 minutes) is spent for calculating the log likelihood at the end</span> -<span class='co'># The likelihood calculated for the nlmixr fit is much lower than that found by saemix</span> -<span class='co'># Also, the trace plot and the plot of the individual predictions is not</span> -<span class='co'># convincing for the parent. It seems we are fitting an overparameterised</span> -<span class='co'># model, so the result we get strongly depends on starting parameters and control settings.</span> -<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span><span class='op'>(</span> - <span class='va'>f_dmta_nlmixr_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_dmta_mkin_tc</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'>nlmixr</span><span class='fu'>::</span><span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>500</span>, logLik <span class='op'>=</span> <span class='cn'>TRUE</span>, nmc <span class='op'>=</span> <span class='fl'>9</span><span class='op'>)</span><span class='op'>)</span> -<span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span></div><div class='output co'>#> <span class='warning'>Warning: number of items to replace is not a multiple of replacement length</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='error'>Error in eval(substitute(expr), data, enclos = parent.frame()): Cannot run SAEM since some of the parameters are not mu-referenced (eta.f_DMTA_tffm0_1_qlogis, eta.f_DMTA_tffm0_2_qlogis, eta.f_DMTA_tffm0_3_qlogis)</span></div><div class='output co'>#> <span class='message'>Timing stopped at: 0.849 0.016 0.864</span></div><div class='output co'>#> <span class='message'>Timing stopped at: 1.041 0.016 1.058</span></div><div class='input'><span class='fu'>traceplot</span><span class='op'>(</span><span class='va'>f_dmta_nlmixr_saem</span><span class='op'>$</span><span class='va'>nm</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in traceplot(f_dmta_nlmixr_saem$nm): could not find function "traceplot"</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span><span class='op'>(</span><span class='va'>f_dmta_nlmixr_saem</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in summary(f_dmta_nlmixr_saem): object 'f_dmta_nlmixr_saem' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_dmta_nlmixr_saem</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in plot(f_dmta_nlmixr_saem): object 'f_dmta_nlmixr_saem' not found</span></div><div class='input'><span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> <mkindsg> holding 7 mkinds objects</span> +<span class="r-out co"><span class="r-pr">#></span> Title $title: Aerobic soil degradation data on dimethenamid-P from the EU assessment in 2018 </span> +<span class="r-out co"><span class="r-pr">#></span> Occurrence of observed compounds $observed_n:</span> +<span class="r-out co"><span class="r-pr">#></span> DMTAP M23 M27 M31 DMTA </span> +<span class="r-out co"><span class="r-pr">#></span> 3 7 7 7 4 </span> +<span class="r-out co"><span class="r-pr">#></span> Time normalisation factors $f_time_norm:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] 1.0000000 0.9706477 1.2284784 1.2284784 0.6233856 0.7678922 0.6733938</span> +<span class="r-out co"><span class="r-pr">#></span> Meta information $meta:</span> +<span class="r-out co"><span class="r-pr">#></span> study usda_soil_type study_moisture_ref_type rel_moisture</span> +<span class="r-out co"><span class="r-pr">#></span> Calke Unsworth 2014 Sandy loam pF2 1.00</span> +<span class="r-out co"><span class="r-pr">#></span> Borstel Staudenmaier 2009 Sand pF1 0.50</span> +<span class="r-out co"><span class="r-pr">#></span> Elliot 1 Wendt 1997 Clay loam pF2.5 0.75</span> +<span class="r-out co"><span class="r-pr">#></span> Elliot 2 Wendt 1997 Clay loam pF2.5 0.75</span> +<span class="r-out co"><span class="r-pr">#></span> Flaach König 1996 Sandy clay loam pF1 0.40</span> +<span class="r-out co"><span class="r-pr">#></span> BBA 2.2 König 1995 Loamy sand pF1 0.40</span> +<span class="r-out co"><span class="r-pr">#></span> BBA 2.3 König 1995 Sandy loam pF1 0.40</span> +<span class="r-out co"><span class="r-pr">#></span> study_ref_moisture temperature</span> +<span class="r-out co"><span class="r-pr">#></span> Calke NA 20</span> +<span class="r-out co"><span class="r-pr">#></span> Borstel 23.00 20</span> +<span class="r-out co"><span class="r-pr">#></span> Elliot 1 33.37 23</span> +<span class="r-out co"><span class="r-pr">#></span> Elliot 2 33.37 23</span> +<span class="r-out co"><span class="r-pr">#></span> Flaach NA 20</span> +<span class="r-out co"><span class="r-pr">#></span> BBA 2.2 NA 20</span> +<span class="r-out co"><span class="r-pr">#></span> BBA 2.3 NA 20</span> +<span class="r-in"><span class="va">dmta_ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">7</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="va">ds_i</span> <span class="op"><-</span> <span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">ds</span><span class="op">[[</span><span class="va">i</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span></span> +<span class="r-in"> <span class="va">ds_i</span><span class="op">[</span><span class="va">ds_i</span><span class="op">$</span><span class="va">name</span> <span class="op">==</span> <span class="st">"DMTAP"</span>, <span class="st">"name"</span><span class="op">]</span> <span class="op"><-</span> <span class="st">"DMTA"</span></span> +<span class="r-in"> <span class="va">ds_i</span><span class="op">$</span><span class="va">time</span> <span class="op"><-</span> <span class="va">ds_i</span><span class="op">$</span><span class="va">time</span> <span class="op">*</span> <span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">f_time_norm</span><span class="op">[</span><span class="va">i</span><span class="op">]</span></span> +<span class="r-in"> <span class="va">ds_i</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">$</span><span class="va">ds</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="va">ds</span><span class="op">$</span><span class="va">title</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 1"</span><span class="op">]</span><span class="op">]</span>, <span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 2"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 1"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="cn">NULL</span></span> +<span class="r-in"><span class="va">dmta_ds</span><span class="op">[[</span><span class="st">"Elliot 2"</span><span class="op">]</span><span class="op">]</span> <span class="op"><-</span> <span class="cn">NULL</span></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="va">dfop_sfo3_plus</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span> +<span class="r-in"> DMTA <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"M23"</span>, <span class="st">"M27"</span>, <span class="st">"M31"</span><span class="op">)</span><span class="op">)</span>,</span> +<span class="r-in"> M23 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span> +<span class="r-in"> M27 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span> +<span class="r-in"> M31 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"M27"</span>, sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-in"><span class="va">f_dmta_mkin_tc</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"DFOP-SFO3+"</span> <span class="op">=</span> <span class="va">dfop_sfo3_plus</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">dmta_ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="nlmixr.mmkin.html">nlmixr_model</a></span><span class="op">(</span><span class="va">f_dmta_mkin_tc</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span> +<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>number of items to replace is not a multiple of replacement length</span> +<span class="r-out co"><span class="r-pr">#></span> function () </span> +<span class="r-out co"><span class="r-pr">#></span> {</span> +<span class="r-out co"><span class="r-pr">#></span> ini({</span> +<span class="r-out co"><span class="r-pr">#></span> DMTA_0 = 99</span> +<span class="r-out co"><span class="r-pr">#></span> eta.DMTA_0 ~ 2.3</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_M23 = -3.9</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_M23 ~ 0.55</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_M27 = -4.3</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_M27 ~ 0.86</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_M31 = -4.2</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_M31 ~ 0.75</span> +<span class="r-out co"><span class="r-pr">#></span> log_k1 = -2.2</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k1 ~ 0.9</span> +<span class="r-out co"><span class="r-pr">#></span> log_k2 = -3.8</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k2 ~ 1.6</span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis = 0.44</span> +<span class="r-out co"><span class="r-pr">#></span> eta.g_qlogis ~ 3.1</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_tffm0_1_qlogis = -2.1</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_1_qlogis ~ 0.3</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_tffm0_2_qlogis = -2.2</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_2_qlogis ~ 0.3</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_tffm0_3_qlogis = -2.1</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_3_qlogis ~ 0.3</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_DMTA = 0.7</span> +<span class="r-out co"><span class="r-pr">#></span> rsd_high_DMTA = 0.026</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_M23 = 0.7</span> +<span class="r-out co"><span class="r-pr">#></span> rsd_high_M23 = 0.026</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_M27 = 0.7</span> +<span class="r-out co"><span class="r-pr">#></span> rsd_high_M27 = 0.026</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_M31 = 0.7</span> +<span class="r-out co"><span class="r-pr">#></span> rsd_high_M31 = 0.026</span> +<span class="r-out co"><span class="r-pr">#></span> })</span> +<span class="r-out co"><span class="r-pr">#></span> model({</span> +<span class="r-out co"><span class="r-pr">#></span> DMTA_0_model = DMTA_0 + eta.DMTA_0</span> +<span class="r-out co"><span class="r-pr">#></span> DMTA(0) = DMTA_0_model</span> +<span class="r-out co"><span class="r-pr">#></span> k_M23 = exp(log_k_M23 + eta.log_k_M23)</span> +<span class="r-out co"><span class="r-pr">#></span> k_M27 = exp(log_k_M27 + eta.log_k_M27)</span> +<span class="r-out co"><span class="r-pr">#></span> k_M31 = exp(log_k_M31 + eta.log_k_M31)</span> +<span class="r-out co"><span class="r-pr">#></span> k1 = exp(log_k1 + eta.log_k1)</span> +<span class="r-out co"><span class="r-pr">#></span> k2 = exp(log_k2 + eta.log_k2)</span> +<span class="r-out co"><span class="r-pr">#></span> g = expit(g_qlogis + eta.g_qlogis)</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M23 = expit(f_DMTA_tffm0_1_qlogis + eta.f_DMTA_tffm0_1_qlogis)</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M23 = expit(f_DMTA_tffm0_2_qlogis + eta.f_DMTA_tffm0_2_qlogis)</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M23 = expit(f_DMTA_tffm0_3_qlogis + eta.f_DMTA_tffm0_3_qlogis)</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M23 = f_DMTA_tffm0_1</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M27 = f_DMTA_tffm0_2 * (1 - f_DMTA_tffm0_1)</span> +<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M31 = f_DMTA_tffm0_3 * (1 - f_DMTA_tffm0_2) * </span> +<span class="r-out co"><span class="r-pr">#></span> (1 - f_DMTA_tffm0_1)</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(DMTA) = -((k1 * g * exp(-k1 * time) + k2 * (1 - </span> +<span class="r-out co"><span class="r-pr">#></span> g) * exp(-k2 * time))/(g * exp(-k1 * time) + (1 - </span> +<span class="r-out co"><span class="r-pr">#></span> g) * exp(-k2 * time))) * DMTA</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(M23) = +f_DMTA_to_M23 * ((k1 * g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> (1 - g) * exp(-k2 * time))) * DMTA - k_M23 * M23</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(M27) = +f_DMTA_to_M27 * ((k1 * g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> (1 - g) * exp(-k2 * time))) * DMTA - k_M27 * M27 + </span> +<span class="r-out co"><span class="r-pr">#></span> k_M31 * M31</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(M31) = +f_DMTA_to_M31 * ((k1 * g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> k2 * (1 - g) * exp(-k2 * time))/(g * exp(-k1 * time) + </span> +<span class="r-out co"><span class="r-pr">#></span> (1 - g) * exp(-k2 * time))) * DMTA - k_M31 * M31</span> +<span class="r-out co"><span class="r-pr">#></span> DMTA ~ add(sigma_low_DMTA) + prop(rsd_high_DMTA)</span> +<span class="r-out co"><span class="r-pr">#></span> M23 ~ add(sigma_low_M23) + prop(rsd_high_M23)</span> +<span class="r-out co"><span class="r-pr">#></span> M27 ~ add(sigma_low_M27) + prop(rsd_high_M27)</span> +<span class="r-out co"><span class="r-pr">#></span> M31 ~ add(sigma_low_M31) + prop(rsd_high_M31)</span> +<span class="r-out co"><span class="r-pr">#></span> })</span> +<span class="r-out co"><span class="r-pr">#></span> }</span> +<span class="r-out co"><span class="r-pr">#></span> <environment: 0x55555fca3790></span> +<span class="r-in"><span class="co"># The focei fit takes about four minutes on my system</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/system.time.html" class="external-link">system.time</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="va">f_dmta_nlmixr_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_dmta_mkin_tc</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu">nlmixr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">500</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>number of items to replace is not a multiple of replacement length</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:01 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:03 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:01 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:08 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:07 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:06 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:00 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> [====|====|====|====|====|====|====|====|====|====] 0:00:00 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Model:</span> +<span class="r-msg co"><span class="r-pr">#></span> cmt(DMTA);</span> +<span class="r-msg co"><span class="r-pr">#></span> cmt(M23);</span> +<span class="r-msg co"><span class="r-pr">#></span> cmt(M27);</span> +<span class="r-msg co"><span class="r-pr">#></span> cmt(M31);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_14~ETA[1]+THETA[1];</span> +<span class="r-msg co"><span class="r-pr">#></span> DMTA(0)=rx_expr_14;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_15~ETA[5]+THETA[5];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_16~ETA[7]+THETA[7];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_17~ETA[6]+THETA[6];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_24~exp(rx_expr_15);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_25~exp(rx_expr_17);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_29~t*rx_expr_24;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_30~t*rx_expr_25;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_31~exp(-(rx_expr_16));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_35~1+rx_expr_31;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_40~1/(rx_expr_35);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_42~(rx_expr_40);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_43~1-rx_expr_42;</span> +<span class="r-msg co"><span class="r-pr">#></span> d/dt(DMTA)=-DMTA*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_18~ETA[2]+THETA[2];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_26~exp(rx_expr_18);</span> +<span class="r-msg co"><span class="r-pr">#></span> d/dt(M23)=-rx_expr_26*M23+DMTA*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_1/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_19~ETA[3]+THETA[3];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_20~ETA[4]+THETA[4];</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_21~1-f_DMTA_tffm0_1;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_27~exp(rx_expr_19);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_28~exp(rx_expr_20);</span> +<span class="r-msg co"><span class="r-pr">#></span> d/dt(M27)=-rx_expr_27*M27+rx_expr_28*M31+DMTA*(rx_expr_21)*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_2/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_22~1-f_DMTA_tffm0_2;</span> +<span class="r-msg co"><span class="r-pr">#></span> d/dt(M31)=-rx_expr_28*M31+DMTA*(rx_expr_22)*(rx_expr_21)*(exp(rx_expr_15-rx_expr_29)/(rx_expr_35)+exp(rx_expr_17-rx_expr_30)*(rx_expr_43))*f_DMTA_tffm0_3/(exp(-t*rx_expr_24)/(rx_expr_35)+exp(-t*rx_expr_25)*(rx_expr_43));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_0~CMT==4;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_1~CMT==2;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_2~CMT==1;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_3~CMT==3;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_4~1-(rx_expr_0);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_5~1-(rx_expr_1);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_6~1-(rx_expr_3);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_yj_~(rx_expr_4)*((2*(rx_expr_5)*(rx_expr_2)+2*(rx_expr_1))*(rx_expr_6)+2*(rx_expr_3))+2*(rx_expr_0);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_7~(rx_expr_1);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_8~(rx_expr_3);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_9~(rx_expr_0);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_13~(rx_expr_5);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_32~rx_expr_13*(rx_expr_2);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_lambda_~(rx_expr_4)*((rx_expr_32+rx_expr_7)*(rx_expr_6)+rx_expr_8)+rx_expr_9;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_hi_~(rx_expr_4)*((rx_expr_32+rx_expr_7)*(rx_expr_6)+rx_expr_8)+rx_expr_9;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_low_~0;</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_10~M31*(rx_expr_0);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_11~M27*(rx_expr_3);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_12~M23*(rx_expr_1);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_23~DMTA*(rx_expr_5);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_36~rx_expr_23*(rx_expr_2);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_pred_=(rx_expr_4)*((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)));</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_33~Rx_pow_di(THETA[12],2);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_expr_34~Rx_pow_di(THETA[11],2);</span> +<span class="r-msg co"><span class="r-pr">#></span> rx_r_=(rx_expr_4)*((rx_expr_33*Rx_pow_di(((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6)),2)+rx_expr_34)*(rx_expr_3)+((rx_expr_1)*(rx_expr_33*Rx_pow_di(((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2)),2)+rx_expr_34)+(rx_expr_33*Rx_pow_di(((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2)),2)+rx_expr_34)*(rx_expr_5)*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_33*Rx_pow_di(((rx_expr_4)*((rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_3)+((rx_expr_1)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))+(rx_expr_5)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))*(rx_expr_2))*(rx_expr_6))+(rx_expr_0)*(rx_expr_10+(rx_expr_4)*(rx_expr_11+(rx_expr_12+rx_expr_36)*(rx_expr_6)))),2)+rx_expr_34);</span> +<span class="r-msg co"><span class="r-pr">#></span> DMTA_0=THETA[1];</span> +<span class="r-msg co"><span class="r-pr">#></span> log_k_M23=THETA[2];</span> +<span class="r-msg co"><span class="r-pr">#></span> log_k_M27=THETA[3];</span> +<span class="r-msg co"><span class="r-pr">#></span> log_k_M31=THETA[4];</span> +<span class="r-msg co"><span class="r-pr">#></span> log_k1=THETA[5];</span> +<span class="r-msg co"><span class="r-pr">#></span> log_k2=THETA[6];</span> +<span class="r-msg co"><span class="r-pr">#></span> g_qlogis=THETA[7];</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_tffm0_1_qlogis=THETA[8];</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_tffm0_2_qlogis=THETA[9];</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_tffm0_3_qlogis=THETA[10];</span> +<span class="r-msg co"><span class="r-pr">#></span> sigma_low=THETA[11];</span> +<span class="r-msg co"><span class="r-pr">#></span> rsd_high=THETA[12];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.DMTA_0=ETA[1];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.log_k_M23=ETA[2];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.log_k_M27=ETA[3];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.log_k_M31=ETA[4];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.log_k1=ETA[5];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.log_k2=ETA[6];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.g_qlogis=ETA[7];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_1_qlogis=ETA[8];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_2_qlogis=ETA[9];</span> +<span class="r-msg co"><span class="r-pr">#></span> eta.f_DMTA_tffm0_3_qlogis=ETA[10];</span> +<span class="r-msg co"><span class="r-pr">#></span> DMTA_0_model=rx_expr_14;</span> +<span class="r-msg co"><span class="r-pr">#></span> k_M23=rx_expr_26;</span> +<span class="r-msg co"><span class="r-pr">#></span> k_M27=rx_expr_27;</span> +<span class="r-msg co"><span class="r-pr">#></span> k_M31=rx_expr_28;</span> +<span class="r-msg co"><span class="r-pr">#></span> k1=rx_expr_24;</span> +<span class="r-msg co"><span class="r-pr">#></span> k2=rx_expr_25;</span> +<span class="r-msg co"><span class="r-pr">#></span> g=1/(rx_expr_35);</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M23=1/(1+exp(-(ETA[8]+THETA[8])));</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M23=1/(1+exp(-(ETA[9]+THETA[9])));</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M23=1/(1+exp(-(ETA[10]+THETA[10])));</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M23=f_DMTA_tffm0_1;</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M27=(rx_expr_21)*f_DMTA_tffm0_2;</span> +<span class="r-msg co"><span class="r-pr">#></span> f_DMTA_to_M31=(rx_expr_22)*(rx_expr_21)*f_DMTA_tffm0_3;</span> +<span class="r-msg co"><span class="r-pr">#></span> tad=tad();</span> +<span class="r-msg co"><span class="r-pr">#></span> dosenum=dosenum();</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-msg co"><span class="r-pr">#></span> [1] "f_DMTA_tffm0_1" "f_DMTA_tffm0_2" "f_DMTA_tffm0_3" "CMT" </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in (function (data, inits, PKpars, model = NULL, pred = NULL, err = NULL, lower = -Inf, upper = Inf, fixed = NULL, skipCov = NULL, control = foceiControl(), thetaNames = NULL, etaNames = NULL, etaMat = NULL, ..., env = NULL, keep = NULL, drop = NULL) { set.seed(control$seed) .pt <- proc.time() RxODE::.setWarnIdSort(FALSE) on.exit(RxODE::.setWarnIdSort(TRUE)) loadNamespace("n1qn1") if (!RxODE::rxIs(control, "foceiControl")) { control <- do.call(foceiControl, control) } if (is.null(env)) { .ret <- new.env(parent = emptyenv()) } else { .ret <- env } .ret$origData <- data .ret$etaNames <- etaNames .ret$thetaFixed <- fixed .ret$control <- control .ret$control$focei.mu.ref <- integer(0) if (is(model, "RxODE") || is(model, "character")) { .ret$ODEmodel <- TRUE if (class(pred) != "function") { stop("pred must be a function specifying the prediction variables in this model.") } } else { .ret$ODEmodel <- TRUE model <- RxODE::rxGetLin(PKpars) pred <- eval(parse(text = "function(){return(Central);}")) } .square <- function(x) x * x .ret$diagXformInv <- c(sqrt = ".square", log = "exp", identity = "identity")[control$diagXform] if (is.null(err)) { err <- eval(parse(text = paste0("function(){err", paste(inits$ERROR[[1]], collapse = ""), "}"))) } .covNames <- .parNames <- c() .ret$adjLik <- control$adjLik .mixed <- !is.null(inits$OMGA) && length(inits$OMGA) > 0 if (!exists("noLik", envir = .ret)) { .atol <- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol <- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ssAtol <- rep(control$ssAtol, length(RxODE::rxModelVars(model)$state)) .ssRtol <- rep(control$ssRtol, length(RxODE::rxModelVars(model)$state)) .ret$model <- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = (control$derivMethod == 2L), pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, interaction = (control$interaction == 1L), only.numeric = !.mixed, run.internal = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol <- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol <- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol <- .atol .ret$control$rxControl$rtol <- .rtol .ssAtol <- c(.ssAtol, rep(control$ssAtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssAtol))) .ssRtol <- c(.ssRtol, rep(control$ssRtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssRtol))) .ret$control$rxControl$ssAtol <- .ssAtol .ret$control$rxControl$ssRtol <- .ssRtol } .covNames <- .parNames <- RxODE::rxParams(.ret$model$pred.only) .covNames <- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) <- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs <- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) > 0) { .covNames <- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) > 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars <- .ret$model$extra.pars } else { if (.ret$noLik) { .atol <- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol <- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ret$model <- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = FALSE, pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, run.internal = TRUE, only.numeric = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol <- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol <- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol <- .atol .ret$control$rxControl$rtol <- .rtol } .covNames <- .parNames <- RxODE::rxParams(.ret$model$pred.only) .covNames <- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) <- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs <- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) > 0) { .covNames <- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) > 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars <- .ret$model$extra.pars } else { .extraPars <- NULL } } .ret$skipCov <- skipCov if (is.null(skipCov)) { if (is.null(fixed)) { .tmp <- rep(FALSE, length(inits$THTA)) } else { if (length(fixed) < length(inits$THTA)) { .tmp <- c(fixed, rep(FALSE, length(inits$THTA) - length(fixed))) } else { .tmp <- fixed[1:length(inits$THTA)] } } if (exists("uif", envir = .ret)) { .uifErr <- .ret$uif$ini$err[!is.na(.ret$uif$ini$ntheta)] .uifErr <- sapply(.uifErr, function(x) { if (is.na(x)) { return(FALSE) } return(!any(x == c("pow2", "tbs", "tbsYj"))) }) .tmp <- (.tmp | .uifErr) } .ret$skipCov <- c(.tmp, rep(TRUE, length(.extraPars))) .ret$control$focei.mu.ref <- .ret$uif$focei.mu.ref } if (is.null(.extraPars)) { .nms <- c(sprintf("THETA[%s]", seq_along(inits$THTA))) } else { .nms <- c(sprintf("THETA[%s]", seq_along(inits$THTA)), sprintf("ERR[%s]", seq_along(.extraPars))) } if (!is.null(thetaNames) && (length(inits$THTA) + length(.extraPars)) == length(thetaNames)) { .nms <- thetaNames } .ret$thetaNames <- .nms .thetaReset$thetaNames <- .nms if (length(lower) == 1) { lower <- rep(lower, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { print(inits$THTA) print(lower) stop("Lower must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (length(upper) == 1) { upper <- rep(upper, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { stop("Upper must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (!is.null(.extraPars)) { .ret$model$extra.pars <- eval(call(control$diagXform, .ret$model$extra.pars)) if (length(.ret$model$extra.pars) > 0) { inits$THTA <- c(inits$THTA, .ret$model$extra.pars) .lowerErr <- rep(control$atol[1] * 10, length(.ret$model$extra.pars)) .upperErr <- rep(Inf, length(.ret$model$extra.pars)) lower <- c(lower, .lowerErr) upper <- c(upper, .upperErr) } } if (is.null(data$ID)) stop("\"ID\" not found in data") if (is.null(data$DV)) stop("\"DV\" not found in data") if (is.null(data$EVID)) data$EVID <- 0 if (is.null(data$AMT)) data$AMT <- 0 for (.v in c("TIME", "AMT", "DV", .covNames)) { data[[.v]] <- as.double(data[[.v]]) } .ret$dataSav <- data .ds <- data[data$EVID != 0 & data$EVID != 2, c("ID", "TIME", "AMT", "EVID", .covNames)] .w <- which(tolower(names(data)) == "limit") .limitName <- NULL if (length(.w) == 1L) { .limitName <- names(data)[.w] } .censName <- NULL .w <- which(tolower(names(data)) == "cens") if (length(.w) == 1L) { .censName <- names(data[.w]) } data <- data[data$EVID == 0 | data$EVID == 2, c("ID", "TIME", "DV", "EVID", .covNames, .limitName, .censName)] .w <- which(!(names(.ret$dataSav) %in% c(.covNames, keep))) names(.ret$dataSav)[.w] <- tolower(names(.ret$dataSav[.w])) if (.mixed) { .lh <- .parseOM(inits$OMGA) .nlh <- sapply(.lh, length) .osplt <- rep(1:length(.lh), .nlh) .lini <- list(inits$THTA, unlist(.lh)) .nlini <- sapply(.lini, length) .nsplt <- rep(1:length(.lini), .nlini) .om0 <- .genOM(.lh) if (length(etaNames) == dim(.om0)[1]) { .ret$etaNames <- .ret$etaNames } else { .ret$etaNames <- sprintf("ETA[%d]", seq(1, dim(.om0)[1])) } .ret$rxInv <- RxODE::rxSymInvCholCreate(mat = .om0, diag.xform = control$diagXform) .ret$xType <- .ret$rxInv$xType .om0a <- .om0 .om0a <- .om0a/control$diagOmegaBoundLower .om0b <- .om0 .om0b <- .om0b * control$diagOmegaBoundUpper .om0a <- RxODE::rxSymInvCholCreate(mat = .om0a, diag.xform = control$diagXform) .om0b <- RxODE::rxSymInvCholCreate(mat = .om0b, diag.xform = control$diagXform) .omdf <- data.frame(a = .om0a$theta, m = .ret$rxInv$theta, b = .om0b$theta, diag = .om0a$theta.diag) .omdf$lower <- with(.omdf, ifelse(a > b, b, a)) .omdf$lower <- with(.omdf, ifelse(lower == m, -Inf, lower)) .omdf$lower <- with(.omdf, ifelse(!diag, -Inf, lower)) .omdf$upper <- with(.omdf, ifelse(a < b, b, a)) .omdf$upper <- with(.omdf, ifelse(upper == m, Inf, upper)) .omdf$upper <- with(.omdf, ifelse(!diag, Inf, upper)) .ret$control$nomega <- length(.omdf$lower) .ret$control$neta <- sum(.omdf$diag) .ret$control$ntheta <- length(lower) .ret$control$nfixed <- sum(fixed) lower <- c(lower, .omdf$lower) upper <- c(upper, .omdf$upper) } else { .ret$control$nomega <- 0 .ret$control$neta <- 0 .ret$xType <- -1 .ret$control$ntheta <- length(lower) .ret$control$nfixed <- sum(fixed) } .ret$lower <- lower .ret$upper <- upper .ret$thetaIni <- inits$THTA .scaleC <- double(length(lower)) if (is.null(control$scaleC)) { .scaleC <- rep(NA_real_, length(lower)) } else { .scaleC <- as.double(control$scaleC) if (length(lower) > length(.scaleC)) { .scaleC <- c(.scaleC, rep(NA_real_, length(lower) - length(.scaleC))) } else if (length(lower) < length(.scaleC)) { .scaleC <- .scaleC[seq(1, length(lower))] warning("scaleC control option has more options than estimated population parameters, please check.") } } .ret$scaleC <- .scaleC if (exists("uif", envir = .ret)) { .ini <- as.data.frame(.ret$uif$ini)[!is.na(.ret$uif$ini$err), c("est", "err", "ntheta")] for (.i in seq_along(.ini$err)) { if (is.na(.ret$scaleC[.ini$ntheta[.i]])) { if (any(.ini$err[.i] == c("boxCox", "yeoJohnson", "pow2", "tbs", "tbsYj"))) { .ret$scaleC[.ini$ntheta[.i]] <- 1 } else if (any(.ini$err[.i] == c("prop", "add", "norm", "dnorm", "logn", "dlogn", "lnorm", "dlnorm"))) { .ret$scaleC[.ini$ntheta[.i]] <- 0.5 * abs(.ini$est[.i]) } } } for (.i in .ini$model$extraProps$powTheta) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- 1 } .ini <- as.data.frame(.ret$uif$ini) for (.i in .ini$model$extraProps$factorial) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- abs(1/digamma(.ini$est[.i] + 1)) } for (.i in .ini$model$extraProps$gamma) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- abs(1/digamma(.ini$est[.i])) } for (.i in .ini$model$extraProps$log) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] <- log(abs(.ini$est[.i])) * abs(.ini$est[.i]) } for (.i in .ret$logitThetas) { .b <- .ret$logitThetasLow[.i] .c <- .ret$logitThetasHi[.i] .a <- .ini$est[.i] if (is.na(.ret$scaleC[.i])) { .ret$scaleC[.i] <- 1 * (-.b + .c) * exp(-.a)/((1 + exp(-.a))^2 * (.b + 1 * (-.b + .c)/(1 + exp(-.a)))) } } } names(.ret$thetaIni) <- sprintf("THETA[%d]", seq_along(.ret$thetaIni)) if (is.null(etaMat) & !is.null(control$etaMat)) { .ret$etaMat <- control$etaMat } else { .ret$etaMat <- etaMat } .ret$setupTime <- (proc.time() - .pt)["elapsed"] if (exists("uif", envir = .ret)) { .tmp <- .ret$uif$logThetasList .ret$logThetas <- .tmp[[1]] .ret$logThetasF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasList .ret$logitThetas <- .tmp[[1]] .ret$logitThetasF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasListLow .ret$logitThetasLow <- .tmp[[1]] .ret$logitThetasLowF <- .tmp[[2]] .tmp <- .ret$uif$logitThetasListHi .ret$logitThetasHi <- .tmp[[1]] .ret$logitThetasHiF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasList .ret$probitThetas <- .tmp[[1]] .ret$probitThetasF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasListLow .ret$probitThetasLow <- .tmp[[1]] .ret$probitThetasLowF <- .tmp[[2]] .tmp <- .ret$uif$probitThetasListHi .ret$probitThetasHi <- .tmp[[1]] .ret$probitThetasHiF <- .tmp[[2]] } else { .ret$logThetasF <- integer(0) .ret$logitThetasF <- integer(0) .ret$logitThetasHiF <- numeric(0) .ret$logitThetasLowF <- numeric(0) .ret$logitThetas <- integer(0) .ret$logitThetasHi <- numeric(0) .ret$logitThetasLow <- numeric(0) .ret$probitThetasF <- integer(0) .ret$probitThetasHiF <- numeric(0) .ret$probitThetasLowF <- numeric(0) .ret$probitThetas <- integer(0) .ret$probitThetasHi <- numeric(0) .ret$probitThetasLow <- numeric(0) } if (exists("noLik", envir = .ret)) { if (!.ret$noLik) { .ret$.params <- c(sprintf("THETA[%d]", seq_along(.ret$thetaIni)), sprintf("ETA[%d]", seq(1, dim(.om0)[1]))) .ret$.thetan <- length(.ret$thetaIni) .ret$nobs <- sum(data$EVID == 0) } } .ret$control$printTop <- TRUE .ret$control$nF <- 0 .est0 <- .ret$thetaIni if (!is.null(.ret$model$pred.nolhs)) { .ret$control$predNeq <- length(.ret$model$pred.nolhs$state) } else { .ret$control$predNeq <- 0L } .fitFun <- function(.ret) { this.env <- environment() assign("err", "theta reset", this.env) while (this.env$err == "theta reset") { assign("err", "", this.env) .ret0 <- tryCatch({ foceiFitCpp_(.ret) }, error = function(e) { if (regexpr("theta reset", e$message) != -1) { assign("zeroOuter", FALSE, this.env) assign("zeroGrad", FALSE, this.env) if (regexpr("theta reset0", e$message) != -1) { assign("zeroGrad", TRUE, this.env) } else if (regexpr("theta resetZ", e$message) != -1) { assign("zeroOuter", TRUE, this.env) } assign("err", "theta reset", this.env) } else { assign("err", e$message, this.env) } }) if (this.env$err == "theta reset") { .nm <- names(.ret$thetaIni) .ret$thetaIni <- setNames(.thetaReset$thetaIni + 0, .nm) .ret$rxInv$theta <- .thetaReset$omegaTheta .ret$control$printTop <- FALSE .ret$etaMat <- .thetaReset$etaMat .ret$control$etaMat <- .thetaReset$etaMat .ret$control$maxInnerIterations <- .thetaReset$maxInnerIterations .ret$control$nF <- .thetaReset$nF .ret$control$gillRetC <- .thetaReset$gillRetC .ret$control$gillRet <- .thetaReset$gillRet .ret$control$gillRet <- .thetaReset$gillRet .ret$control$gillDf <- .thetaReset$gillDf .ret$control$gillDf2 <- .thetaReset$gillDf2 .ret$control$gillErr <- .thetaReset$gillErr .ret$control$rEps <- .thetaReset$rEps .ret$control$aEps <- .thetaReset$aEps .ret$control$rEpsC <- .thetaReset$rEpsC .ret$control$aEpsC <- .thetaReset$aEpsC .ret$control$c1 <- .thetaReset$c1 .ret$control$c2 <- .thetaReset$c2 if (this.env$zeroOuter) { message("Posthoc reset") .ret$control$maxOuterIterations <- 0L } else if (this.env$zeroGrad) { message("Theta reset (zero gradient values); Switch to bobyqa") RxODE::rxReq("minqa") .ret$control$outerOptFun <- .bobyqa .ret$control$outerOpt <- -1L } else { message("Theta reset (ETA drift)") } } } if (this.env$err != "") { stop(this.env$err) } else { return(.ret0) } } .ret0 <- try(.fitFun(.ret)) .n <- 1 while (inherits(.ret0, "try-error") && control$maxOuterIterations != 0 && .n <= control$nRetries) { message(sprintf("Restart %s", .n)) .ret$control$nF <- 0 .estNew <- .est0 + 0.2 * .n * abs(.est0) * stats::runif(length(.est0)) - 0.1 * .n .estNew <- sapply(seq_along(.est0), function(.i) { if (.ret$thetaFixed[.i]) { return(.est0[.i]) } else if (.estNew[.i] < lower[.i]) { return(lower + (.Machine$double.eps)^(1/7)) } else if (.estNew[.i] > upper[.i]) { return(upper - (.Machine$double.eps)^(1/7)) } else { return(.estNew[.i]) } }) .ret$thetaIni <- .estNew .ret0 <- try(.fitFun(.ret)) .n <- .n + 1 } if (inherits(.ret0, "try-error")) stop("Could not fit data.") .ret <- .ret0 if (exists("parHistData", .ret)) { .tmp <- .ret$parHistData .tmp <- .tmp[.tmp$type == "Unscaled", names(.tmp) != "type"] .iter <- .tmp$iter .tmp <- .tmp[, names(.tmp) != "iter"] .ret$parHistStacked <- data.frame(stack(.tmp), iter = .iter) names(.ret$parHistStacked) <- c("val", "par", "iter") .ret$parHist <- data.frame(iter = .iter, .tmp) } if (.mixed) { .etas <- .ret$ranef .thetas <- .ret$fixef .pars <- .Call(`_nlmixr_nlmixrParameters`, .thetas, .etas) .ret$shrink <- .Call(`_nlmixr_calcShrinkOnly`, .ret$omega, .pars$eta.lst, length(.etas$ID)) .updateParFixed(.ret) } else { .updateParFixed(.ret) } if (!exists("table", .ret)) { .ret$table <- tableControl() } if (control$calcTables) { .ret <- addTable(.ret, updateObject = "no", keep = keep, drop = drop, table = .ret$table) } .ret})(data = dat, inits = .FoceiInits, PKpars = .pars, model = .mod, pred = function() { return(nlmixr_pred) }, err = uif$error, lower = uif$focei.lower, upper = uif$focei.upper, fixed = uif$focei.fixed, thetaNames = uif$focei.names, etaNames = uif$eta.names, control = control, env = env, keep = .keep, drop = .drop):</span> Not all the covariates are in the dataset.</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 119.8 9.331 129.2</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 120 9.331 129.3</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_dmta_nlmixr_focei</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in summary(f_dmta_nlmixr_focei):</span> object 'f_dmta_nlmixr_focei' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_dmta_nlmixr_focei</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in plot(f_dmta_nlmixr_focei):</span> object 'f_dmta_nlmixr_focei' not found</span> +<span class="r-in"><span class="co"># Using saemix takes about 18 minutes</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/system.time.html" class="external-link">system.time</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="va">f_dmta_saemix</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f_dmta_mkin_tc</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> DINTDY- T (=R1) illegal </span> +<span class="r-out co"><span class="r-pr">#></span> In above message, R1 = 115.507</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> T not in interval TCUR - HU (= R1) to TCUR (=R2) </span> +<span class="r-out co"><span class="r-pr">#></span> In above message, R1 = 112.133, R2 = 113.577</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> DLSODA- At T (=R1), too much accuracy requested </span> +<span class="r-out co"><span class="r-pr">#></span> for precision of machine.. See TOLSF (=R2) </span> +<span class="r-out co"><span class="r-pr">#></span> In above message, R1 = 55.3899, R2 = nan</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in out[available, var]:</span> (subscript) logical subscript too long</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 11.84 0.008 11.85</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 12.16 0.008 12.17</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># nlmixr with est = "saem" is pretty fast with default iteration numbers, most</span></span> +<span class="r-in"><span class="co"># of the time (about 2.5 minutes) is spent for calculating the log likelihood at the end</span></span> +<span class="r-in"><span class="co"># The likelihood calculated for the nlmixr fit is much lower than that found by saemix</span></span> +<span class="r-in"><span class="co"># Also, the trace plot and the plot of the individual predictions is not</span></span> +<span class="r-in"><span class="co"># convincing for the parent. It seems we are fitting an overparameterised</span></span> +<span class="r-in"><span class="co"># model, so the result we get strongly depends on starting parameters and control settings.</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/system.time.html" class="external-link">system.time</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="va">f_dmta_nlmixr_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_dmta_mkin_tc</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu">nlmixr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">500</span>, logLik <span class="op">=</span> <span class="cn">TRUE</span>, nmc <span class="op">=</span> <span class="fl">9</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in eval(substitute(expr), data, enclos = parent.frame()):</span> Cannot run SAEM since some of the parameters are not mu-referenced (eta.f_DMTA_tffm0_1_qlogis, eta.f_DMTA_tffm0_2_qlogis, eta.f_DMTA_tffm0_3_qlogis)</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 0.892 0.004 0.896</span> +<span class="r-msg co"><span class="r-pr">#></span> Timing stopped at: 1.096 0.005 1.1</span> +<span class="r-in"><span class="fu">traceplot</span><span class="op">(</span><span class="va">f_dmta_nlmixr_saem</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in traceplot(f_dmta_nlmixr_saem$nm):</span> could not find function "traceplot"</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_dmta_nlmixr_saem</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in summary(f_dmta_nlmixr_saem):</span> object 'f_dmta_nlmixr_saem' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_dmta_nlmixr_saem</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in plot(f_dmta_nlmixr_saem):</span> object 'f_dmta_nlmixr_saem' not found</span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/endpoints.html b/docs/dev/reference/endpoints.html index aa5bd773..a472b054 100644 --- a/docs/dev/reference/endpoints.html +++ b/docs/dev/reference/endpoints.html @@ -1,73 +1,18 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - 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If the SFORB model was specified for one of the parents or metabolites, the Eigenvalues are returned. These are equivalent to the rate constants of the DFOP model, but with the -advantage that the SFORB model can also be used for metabolites." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +advantage that the SFORB model can also be used for metabolites."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -83,8 +28,7 @@ advantage that the SFORB model can also be used for metabolites." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -93,8 +37,7 @@ advantage that the SFORB model can also be used for metabolites." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -118,35 +61,28 @@ advantage that the SFORB model can also be used for metabolites." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Function to calculate endpoints for further use from kinetic models fitted with mkinfit</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/endpoints.R'><code>R/endpoints.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/endpoints.R" class="external-link"><code>R/endpoints.R</code></a></small> <div class="hidden name"><code>endpoints.Rd</code></div> </div> @@ -158,93 +94,96 @@ are equivalent to the rate constants of the DFOP model, but with the advantage that the SFORB model can also be used for metabolites.</p> </div> - <pre class="usage"><span class='fu'>endpoints</span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">endpoints</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>fit</th> - <td><p>An object of class <a href='mkinfit.html'>mkinfit</a>, <a href='nlme.mmkin.html'>nlme.mmkin</a>, <a href='saem.html'>saem.mmkin</a> or -<a href='nlmixr.mmkin.html'>nlmixr.mmkin</a>. Or another object that has list components -mkinmod containing an <a href='mkinmod.html'>mkinmod</a> degradation model, and two numeric vectors, + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>fit</dt> +<dd><p>An object of class <a href="mkinfit.html">mkinfit</a>, <a href="nlme.mmkin.html">nlme.mmkin</a>, <a href="saem.html">saem.mmkin</a> or +<a href="nlmixr.mmkin.html">nlmixr.mmkin</a>. Or another object that has list components +mkinmod containing an <a href="mkinmod.html">mkinmod</a> degradation model, and two numeric vectors, bparms.optim and bparms.fixed, that contain parameter values -for that model.</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - +for that model.</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>A list with a matrix of dissipation times named distimes, and, if applicable, a vector of formation fractions named ff and, if the SFORB model was in use, a vector of eigenvalues of these SFORB models, equivalent to DFOP rate constants</p> - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - + </div> + <div id="details"> + <h2>Details</h2> <p>Additional DT50 values are calculated from the FOMC DT90 and k1 and k2 from HS and DFOP, as well as from Eigenvalues b1 and b2 of any SFORB models</p> - <h2 class="hasAnchor" id="note"><a class="anchor" href="#note"></a>Note</h2> - - <p>The function is used internally by <a href='summary.mkinfit.html'>summary.mkinfit</a>, -<a href='summary.nlme.mmkin.html'>summary.nlme.mmkin</a> and <a href='summary.saem.mmkin.html'>summary.saem.mmkin</a>.</p> - <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2> - + </div> + <div id="note"> + <h2>Note</h2> + <p>The function is used internally by <a href="summary.mkinfit.html">summary.mkinfit</a>, +<a href="summary.nlme.mmkin.html">summary.nlme.mmkin</a> and <a href="summary.saem.mmkin.html">summary.saem.mmkin</a>.</p> + </div> + <div id="author"> + <h2>Author</h2> <p>Johannes Ranke</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'> - <span class='va'>fit</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='st'>"FOMC"</span>, <span class='va'>FOCUS_2006_C</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - <span class='fu'>endpoints</span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span> -</div><div class='output co'>#> $distimes -#> DT50 DT90 DT50back -#> parent 1.785233 15.1479 4.559973 -#> </div><div class='input'> <span class='co'># \dontrun{</span> - <span class='va'>fit_2</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='va'>FOCUS_2006_C</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - <span class='fu'>endpoints</span><span class='op'>(</span><span class='va'>fit_2</span><span class='op'>)</span> -</div><div class='output co'>#> $distimes -#> DT50 DT90 DT50back DT50_k1 DT50_k2 -#> parent 1.886925 21.25106 6.397207 1.508293 38.83438 -#> </div><div class='input'> <span class='va'>fit_3</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='st'>"SFORB"</span>, <span class='va'>FOCUS_2006_C</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - <span class='fu'>endpoints</span><span class='op'>(</span><span class='va'>fit_3</span><span class='op'>)</span> -</div><div class='output co'>#> $ff -#> parent_free -#> 1 -#> -#> $SFORB -#> parent_b1 parent_b2 -#> 0.4595574 0.0178488 -#> -#> $distimes -#> DT50 DT90 DT50back DT50_parent_b1 DT50_parent_b2 -#> parent 1.886925 21.25106 6.397208 1.508293 38.83438 -#> </div><div class='input'> <span class='co'># }</span> - -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"></span> +<span class="r-in"> <span class="va">fit</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"FOMC"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back</span> +<span class="r-out co"><span class="r-pr">#></span> parent 1.785233 15.1479 4.559973</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"> <span class="co"># \dontrun{</span></span> +<span class="r-in"> <span class="va">fit_2</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit_2</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_k1 DT50_k2</span> +<span class="r-out co"><span class="r-pr">#></span> parent 1.886925 21.25106 6.397207 1.508293 38.83438</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"> <span class="va">fit_3</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFORB"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit_3</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $ff</span> +<span class="r-out co"><span class="r-pr">#></span> parent_free </span> +<span class="r-out co"><span class="r-pr">#></span> 1 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> $SFORB</span> +<span class="r-out co"><span class="r-pr">#></span> parent_b1 parent_b2 </span> +<span class="r-out co"><span class="r-pr">#></span> 0.4595574 0.0178488 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_parent_b1 DT50_parent_b2</span> +<span class="r-out co"><span class="r-pr">#></span> parent 1.886925 21.25106 6.397208 1.508293 38.83438</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"> <span class="co"># }</span></span> +<span class="r-in"></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/index.html b/docs/dev/reference/index.html index 092e35c8..afd3692d 100644 --- a/docs/dev/reference/index.html +++ b/docs/dev/reference/index.html @@ -1,66 +1,12 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - 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+<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-index"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -76,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -86,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -111,674 +55,402 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="contents col-md-9"> <div class="page-header"> <h1>Reference</h1> </div> - <table class="ref-index"> - - <colgroup> - - <col class="alias" /> - <col class="title" /> - </colgroup> - - <tbody> - <tr> - <th colspan="2"> - <h2 id="section-main-functions" class="hasAnchor"><a href="#section-main-functions" class="anchor"></a>Main functions</h2> - <p class="section-desc"><p>Essential functionality</p></p> + <table class="ref-index"><colgroup><col class="alias"><col class="title"></colgroup><tbody><tr><th colspan="2"> + <h2 id="main-functions">Main functions <a href="#main-functions" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Essential functionality</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="mkinmod.html">mkinmod()</a></code> <code><a href="mkinmod.html">print(<i><mkinmod></i>)</a></code> <code><a href="mkinmod.html">mkinsub()</a></code> </p> </td> <td><p>Function to set up a kinetic model with one or more state variables</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinfit.html">mkinfit()</a></code> </p> </td> <td><p>Fit a kinetic model to data with one or more state variables</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mmkin.html">mmkin()</a></code> <code><a href="mmkin.html">print(<i><mmkin></i>)</a></code> </p> </td> <td><p>Fit one or more kinetic models with one or more state variables to one or more datasets</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="nafta.html">nafta()</a></code> <code><a href="nafta.html">print(<i><nafta></i>)</a></code> </p> </td> <td><p>Evaluate parent kinetics using the NAFTA guidance</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-show-results" class="hasAnchor"><a href="#section-show-results" class="anchor"></a>Show results</h2> - <p class="section-desc"><p>Functions working with mkinfit objects</p></p> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="show-results">Show results <a href="#show-results" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Functions working with mkinfit objects</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="plot.mkinfit.html">plot(<i><mkinfit></i>)</a></code> <code><a href="plot.mkinfit.html">plot_sep()</a></code> <code><a href="plot.mkinfit.html">plot_res()</a></code> <code><a href="plot.mkinfit.html">plot_err()</a></code> </p> </td> <td><p>Plot the observed data and the fitted model of an mkinfit object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="summary.mkinfit.html">summary(<i><mkinfit></i>)</a></code> <code><a href="summary.mkinfit.html">print(<i><summary.mkinfit></i>)</a></code> </p> </td> <td><p>Summary method for class "mkinfit"</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="parms.html">parms()</a></code> </p> </td> <td><p>Extract model parameters from mkinfit models</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="confint.mkinfit.html">confint(<i><mkinfit></i>)</a></code> </p> </td> <td><p>Confidence intervals for parameters of mkinfit objects</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="update.mkinfit.html">update(<i><mkinfit></i>)</a></code> </p> </td> <td><p>Update an mkinfit model with different arguments</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="lrtest.mkinfit.html">lrtest(<i><mkinfit></i>)</a></code> <code><a href="lrtest.mkinfit.html">lrtest(<i><mmkin></i>)</a></code> </p> </td> <td><p>Likelihood ratio test for mkinfit models</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="loftest.html">loftest()</a></code> </p> </td> <td><p>Lack-of-fit test for models fitted to data with replicates</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinerrmin.html">mkinerrmin()</a></code> </p> </td> <td><p>Calculate the minimum error to assume in order to pass the variance test</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="endpoints.html">endpoints()</a></code> </p> </td> <td><p>Function to calculate endpoints for further use from kinetic models fitted with mkinfit</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="aw.html">aw()</a></code> </p> </td> <td><p>Calculate Akaike weights for model averaging</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="CAKE_export.html">CAKE_export()</a></code> </p> </td> <td><p>Export a list of datasets format to a CAKE study file</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-work-with-mmkin-objects" class="hasAnchor"><a href="#section-work-with-mmkin-objects" class="anchor"></a>Work with mmkin objects</h2> - <p class="section-desc"><p>Functions working with aggregated results</p></p> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="work-with-mmkin-objects">Work with mmkin objects <a href="#work-with-mmkin-objects" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Functions working with aggregated results</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="Extract.mmkin.html">`[`(<i><mmkin></i>)</a></code> </p> </td> <td><p>Subsetting method for mmkin objects</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="plot.mmkin.html">plot(<i><mmkin></i>)</a></code> </p> </td> <td><p>Plot model fits (observed and fitted) and the residuals for a row or column of an mmkin object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="AIC.mmkin.html">AIC(<i><mmkin></i>)</a></code> <code><a href="AIC.mmkin.html">BIC(<i><mmkin></i>)</a></code> </p> </td> <td><p>Calculate the AIC for a column of an mmkin object</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-mixed-models" class="hasAnchor"><a href="#section-mixed-models" class="anchor"></a>Mixed models</h2> - <p class="section-desc"><p>Create and work with nonlinear mixed effects models</p></p> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="mixed-models">Mixed models <a href="#mixed-models" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Create and work with nonlinear mixed effects models</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="nlme.mmkin.html">nlme(<i><mmkin></i>)</a></code> <code><a href="nlme.mmkin.html">print(<i><nlme.mmkin></i>)</a></code> <code><a href="nlme.mmkin.html">update(<i><nlme.mmkin></i>)</a></code> </p> </td> <td><p>Create an nlme model for an mmkin row object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="saem.html">saem()</a></code> <code><a href="saem.html">print(<i><saem.mmkin></i>)</a></code> <code><a href="saem.html">saemix_model()</a></code> <code><a href="saem.html">saemix_data()</a></code> </p> </td> <td><p>Fit nonlinear mixed models with SAEM</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="nlmixr.mmkin.html">nlmixr(<i><mmkin></i>)</a></code> <code><a href="nlmixr.mmkin.html">print(<i><nlmixr.mmkin></i>)</a></code> <code><a href="nlmixr.mmkin.html">nlmixr_model()</a></code> <code><a href="nlmixr.mmkin.html">nlmixr_data()</a></code> </p> </td> <td><p>Fit nonlinear mixed models using nlmixr</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="plot.mixed.mmkin.html">plot(<i><mixed.mmkin></i>)</a></code> </p> </td> <td><p>Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="summary.nlme.mmkin.html">summary(<i><nlme.mmkin></i>)</a></code> <code><a href="summary.nlme.mmkin.html">print(<i><summary.nlme.mmkin></i>)</a></code> </p> </td> <td><p>Summary method for class "nlme.mmkin"</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="summary.nlmixr.mmkin.html">summary(<i><nlmixr.mmkin></i>)</a></code> <code><a href="summary.nlmixr.mmkin.html">print(<i><summary.nlmixr.mmkin></i>)</a></code> </p> </td> <td><p>Summary method for class "nlmixr.mmkin"</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="summary.saem.mmkin.html">summary(<i><saem.mmkin></i>)</a></code> <code><a href="summary.saem.mmkin.html">print(<i><summary.saem.mmkin></i>)</a></code> </p> </td> <td><p>Summary method for class "saem.mmkin"</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="nlme.html">nlme_function()</a></code> <code><a href="nlme.html">nlme_data()</a></code> </p> </td> <td><p>Helper functions to create nlme models from mmkin row objects</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="get_deg_func.html">get_deg_func()</a></code> </p> </td> <td><p>Retrieve a degradation function from the mmkin namespace</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mixed.html">mixed()</a></code> <code><a href="mixed.html">print(<i><mixed.mmkin></i>)</a></code> </p> </td> <td><p>Create a mixed effects model from an mmkin row object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="reexports.html">reexports</a></code> </p> </td> <td><p>Objects exported from other packages</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="intervals.saem.mmkin.html">intervals(<i><saem.mmkin></i>)</a></code> </p> </td> <td><p>Confidence intervals for parameters in saem.mmkin objects</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="intervals.nlmixr.mmkin.html">intervals(<i><nlmixr.mmkin></i>)</a></code> </p> </td> <td><p>Confidence intervals for parameters in nlmixr.mmkin objects</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-datasets-and-known-results" class="hasAnchor"><a href="#section-datasets-and-known-results" class="anchor"></a>Datasets and known results</h2> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="datasets-and-known-results">Datasets and known results <a href="#datasets-and-known-results" class="anchor" aria-hidden="true"></a></h2> <p class="section-desc"></p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="focus_soil_moisture.html">focus_soil_moisture</a></code> </p> </td> <td><p>FOCUS default values for soil moisture contents at field capacity, MWHC and 1/3 bar</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="D24_2014.html">D24_2014</a></code> </p> </td> <td><p>Aerobic soil degradation data on 2,4-D from the EU assessment in 2014</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="dimethenamid_2018.html">dimethenamid_2018</a></code> </p> </td> <td><p>Aerobic soil degradation data on dimethenamid and dimethenamid-P from the EU assessment in 2018</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOCUS_2006_datasets.html">FOCUS_2006_A</a></code> <code><a href="FOCUS_2006_datasets.html">FOCUS_2006_B</a></code> <code><a href="FOCUS_2006_datasets.html">FOCUS_2006_C</a></code> <code><a href="FOCUS_2006_datasets.html">FOCUS_2006_D</a></code> <code><a href="FOCUS_2006_datasets.html">FOCUS_2006_E</a></code> <code><a href="FOCUS_2006_datasets.html">FOCUS_2006_F</a></code> </p> </td> <td><p>Datasets A to F from the FOCUS Kinetics report from 2006</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOCUS_2006_SFO_ref_A_to_F.html">FOCUS_2006_SFO_ref_A_to_F</a></code> </p> </td> <td><p>Results of fitting the SFO model to Datasets A to F of FOCUS (2006)</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOCUS_2006_FOMC_ref_A_to_F.html">FOCUS_2006_FOMC_ref_A_to_F</a></code> </p> </td> <td><p>Results of fitting the FOMC model to Datasets A to F of FOCUS (2006)</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOCUS_2006_HS_ref_A_to_F.html">FOCUS_2006_HS_ref_A_to_F</a></code> </p> </td> <td><p>Results of fitting the HS model to Datasets A to F of FOCUS (2006)</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOCUS_2006_DFOP_ref_A_to_B.html">FOCUS_2006_DFOP_ref_A_to_B</a></code> </p> </td> <td><p>Results of fitting the DFOP model to Datasets A to B of FOCUS (2006)</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="NAFTA_SOP_2015.html">NAFTA_SOP_Appendix_B</a></code> <code><a href="NAFTA_SOP_2015.html">NAFTA_SOP_Appendix_D</a></code> </p> </td> <td><p>Example datasets from the NAFTA SOP published 2015</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="NAFTA_SOP_Attachment.html">NAFTA_SOP_Attachment</a></code> </p> </td> <td><p>Example datasets from Attachment 1 to the NAFTA SOP published 2015</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mccall81_245T.html">mccall81_245T</a></code> </p> </td> <td><p>Datasets on aerobic soil metabolism of 2,4,5-T in six soils</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="schaefer07_complex_case.html">schaefer07_complex_case</a></code> </p> </td> <td><p>Metabolism data set used for checking the software quality of KinGUI</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="synthetic_data_for_UBA_2014.html">synthetic_data_for_UBA_2014</a></code> </p> </td> <td><p>Synthetic datasets for one parent compound with two metabolites</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="experimental_data_for_UBA.html">experimental_data_for_UBA_2019</a></code> </p> </td> <td><p>Experimental datasets used for development and testing of error models</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="test_data_from_UBA_2014.html">test_data_from_UBA_2014</a></code> </p> </td> <td><p>Three experimental datasets from two water sediment systems and one soil</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinds.html">print(<i><mkinds></i>)</a></code> </p> </td> <td><p>A dataset class for mkin</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkindsg.html">print(<i><mkindsg></i>)</a></code> </p> </td> <td><p>A class for dataset groups for mkin</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-nafta-guidance" class="hasAnchor"><a href="#section-nafta-guidance" class="anchor"></a>NAFTA guidance</h2> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="nafta-guidance">NAFTA guidance <a href="#nafta-guidance" class="anchor" aria-hidden="true"></a></h2> <p class="section-desc"></p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="nafta.html">nafta()</a></code> <code><a href="nafta.html">print(<i><nafta></i>)</a></code> </p> </td> <td><p>Evaluate parent kinetics using the NAFTA guidance</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="plot.nafta.html">plot(<i><nafta></i>)</a></code> </p> </td> <td><p>Plot the results of the three models used in the NAFTA scheme.</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-utility-functions" class="hasAnchor"><a href="#section-utility-functions" class="anchor"></a>Utility functions</h2> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="utility-functions">Utility functions <a href="#utility-functions" class="anchor" aria-hidden="true"></a></h2> <p class="section-desc"></p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="f_time_norm_focus.html">f_time_norm_focus()</a></code> </p> </td> <td><p>Normalisation factors for aerobic soil degradation according to FOCUS guidance</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="max_twa_parent.html">max_twa_parent()</a></code> <code><a href="max_twa_parent.html">max_twa_sfo()</a></code> <code><a href="max_twa_parent.html">max_twa_fomc()</a></code> <code><a href="max_twa_parent.html">max_twa_dfop()</a></code> <code><a href="max_twa_parent.html">max_twa_hs()</a></code> </p> </td> <td><p>Function to calculate maximum time weighted average concentrations from kinetic models fitted with mkinfit</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkin_wide_to_long.html">mkin_wide_to_long()</a></code> </p> </td> <td><p>Convert a dataframe with observations over time into long format</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkin_long_to_wide.html">mkin_long_to_wide()</a></code> </p> </td> <td><p>Convert a dataframe from long to wide format</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-helper-functions-mainly-used-internally" class="hasAnchor"><a href="#section-helper-functions-mainly-used-internally" class="anchor"></a>Helper functions mainly used internally</h2> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="helper-functions-mainly-used-internally">Helper functions mainly used internally <a href="#helper-functions-mainly-used-internally" class="anchor" aria-hidden="true"></a></h2> <p class="section-desc"></p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="mkinpredict.html">mkinpredict()</a></code> </p> </td> <td><p>Produce predictions from a kinetic model using specific parameters</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="transform_odeparms.html">transform_odeparms()</a></code> <code><a href="transform_odeparms.html">backtransform_odeparms()</a></code> </p> </td> <td><p>Functions to transform and backtransform kinetic parameters for fitting</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="ilr.html">ilr()</a></code> <code><a href="ilr.html">invilr()</a></code> </p> </td> <td><p>Function to perform isometric log-ratio transformation</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="tffm0.html">tffm0()</a></code> <code><a href="tffm0.html">invtffm0()</a></code> </p> </td> <td><p>Transform formation fractions as in the first published mkin version</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="logLik.mkinfit.html">logLik(<i><mkinfit></i>)</a></code> </p> </td> <td><p>Calculated the log-likelihood of a fitted mkinfit object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="residuals.mkinfit.html">residuals(<i><mkinfit></i>)</a></code> </p> </td> <td><p>Extract residuals from an mkinfit model</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="nobs.mkinfit.html">nobs(<i><mkinfit></i>)</a></code> </p> </td> <td><p>Number of observations on which an mkinfit object was fitted</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinresplot.html">mkinresplot()</a></code> </p> </td> <td><p>Function to plot residuals stored in an mkin object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinparplot.html">mkinparplot()</a></code> </p> </td> <td><p>Function to plot the confidence intervals obtained using mkinfit</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mkinerrplot.html">mkinerrplot()</a></code> </p> </td> <td><p>Function to plot squared residuals and the error model for an mkin object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="mean_degparms.html">mean_degparms()</a></code> </p> </td> <td><p>Calculate mean degradation parameters for an mmkin row object</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="create_deg_func.html">create_deg_func()</a></code> </p> </td> <td><p>Create degradation functions for known analytical solutions</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-analytical-solutions" class="hasAnchor"><a href="#section-analytical-solutions" class="anchor"></a>Analytical solutions</h2> - <p class="section-desc"><p>Parent only model solutions</p></p> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="analytical-solutions">Analytical solutions <a href="#analytical-solutions" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Parent only model solutions</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="SFO.solution.html">SFO.solution()</a></code> </p> </td> <td><p>Single First-Order kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="FOMC.solution.html">FOMC.solution()</a></code> </p> </td> <td><p>First-Order Multi-Compartment kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="DFOP.solution.html">DFOP.solution()</a></code> </p> </td> <td><p>Double First-Order in Parallel kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="SFORB.solution.html">SFORB.solution()</a></code> </p> </td> <td><p>Single First-Order Reversible Binding kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="HS.solution.html">HS.solution()</a></code> </p> </td> <td><p>Hockey-Stick kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="IORE.solution.html">IORE.solution()</a></code> </p> </td> <td><p>Indeterminate order rate equation kinetics</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="logistic.solution.html">logistic.solution()</a></code> </p> </td> <td><p>Logistic kinetics</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-generate-synthetic-datasets" class="hasAnchor"><a href="#section-generate-synthetic-datasets" class="anchor"></a>Generate synthetic datasets</h2> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="generate-synthetic-datasets">Generate synthetic datasets <a href="#generate-synthetic-datasets" class="anchor" aria-hidden="true"></a></h2> <p class="section-desc"></p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="add_err.html">add_err()</a></code> </p> </td> <td><p>Add normally distributed errors to simulated kinetic degradation data</p></td> - </tr><tr> - - <td> + </tr><tr><td> <p><code><a href="sigma_twocomp.html">sigma_twocomp()</a></code> </p> </td> <td><p>Two-component error model</p></td> - </tr> - </tbody><tbody> - <tr> - <th colspan="2"> - <h2 id="section-deprecated-functions" class="hasAnchor"><a href="#section-deprecated-functions" class="anchor"></a>Deprecated functions</h2> - <p class="section-desc"><p>Functions that have been superseded</p></p> + </tr></tbody><tbody><tr><th colspan="2"> + <h2 id="deprecated-functions">Deprecated functions <a href="#deprecated-functions" class="anchor" aria-hidden="true"></a></h2> + <p class="section-desc"></p><p>Functions that have been superseded</p> </th> - </tr> - - - </tbody><tbody> - - - <tr> - - <td> + </tr></tbody><tbody><tr><td> <p><code><a href="mkinplot.html">mkinplot()</a></code> </p> </td> <td><p>Plot the observed data and the fitted model of an mkinfit object</p></td> - 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+<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -77,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -87,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -112,34 +55,27 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Confidence intervals for parameters in nlmixr.mmkin objects</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/intervals.R'><code>R/intervals.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/intervals.R" class="external-link"><code>R/intervals.R</code></a></small> <div class="hidden name"><code>intervals.nlmixr.mmkin.Rd</code></div> </div> @@ -147,57 +83,50 @@ <p>Confidence intervals for parameters in nlmixr.mmkin objects</p> </div> - <pre class="usage"><span class='co'># S3 method for nlmixr.mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/nlme/man/intervals.html'>intervals</a></span><span class='op'>(</span><span class='va'>object</span>, level <span class='op'>=</span> <span class='fl'>0.95</span>, backtransform <span class='op'>=</span> <span class='cn'>TRUE</span>, <span class='va'>...</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>The fitted saem.mmkin object</p></td> - </tr> - <tr> - <th>level</th> - <td><p>The confidence level.</p></td> - </tr> - <tr> - <th>backtransform</th> - <td><p>Should we backtransform the parameters where a one to -one correlation between transformed and backtransformed parameters exists?</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for nlmixr.mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">intervals</a></span><span class="op">(</span><span class="va">object</span>, level <span class="op">=</span> <span class="fl">0.95</span>, backtransform <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>The fitted saem.mmkin object</p></dd> +<dt>level</dt> +<dd><p>The confidence level.</p></dd> +<dt>backtransform</dt> +<dd><p>Should we backtransform the parameters where a one to +one correlation between transformed and backtransformed parameters exists?</p></dd> +<dt>...</dt> +<dd><p>For compatibility with the generic method</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>An object with 'intervals.saem.mmkin' and 'intervals.lme' in the class attribute</p> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/intervals.saem.mmkin.html b/docs/dev/reference/intervals.saem.mmkin.html index a160b21d..8e6a348b 100644 --- a/docs/dev/reference/intervals.saem.mmkin.html +++ b/docs/dev/reference/intervals.saem.mmkin.html @@ -1,67 +1,12 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - 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- +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -77,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -87,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -112,34 +55,27 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Confidence intervals for parameters in saem.mmkin objects</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/intervals.R'><code>R/intervals.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/intervals.R" class="external-link"><code>R/intervals.R</code></a></small> <div class="hidden name"><code>intervals.saem.mmkin.Rd</code></div> </div> @@ -147,59 +83,52 @@ <p>Confidence intervals for parameters in saem.mmkin objects</p> </div> - <pre class="usage"><span class='co'># S3 method for saem.mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/nlme/man/intervals.html'>intervals</a></span><span class='op'>(</span><span class='va'>object</span>, level <span class='op'>=</span> <span class='fl'>0.95</span>, backtransform <span class='op'>=</span> <span class='cn'>TRUE</span>, <span class='va'>...</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>The fitted saem.mmkin object</p></td> - </tr> - <tr> - <th>level</th> - <td><p>The confidence level. Must be the default of 0.95 as this is what -is available in the saemix object</p></td> - </tr> - <tr> - <th>backtransform</th> - <td><p>In case the model was fitted with mkin transformations, -should we backtransform the parameters where a one to one correlation -between transformed and backtransformed parameters exists?</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for saem.mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">intervals</a></span><span class="op">(</span><span class="va">object</span>, level <span class="op">=</span> <span class="fl">0.95</span>, backtransform <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>The fitted saem.mmkin object</p></dd> +<dt>level</dt> +<dd><p>The confidence level. Must be the default of 0.95 as this is what +is available in the saemix object</p></dd> +<dt>backtransform</dt> +<dd><p>In case the model was fitted with mkin transformations, +should we backtransform the parameters where a one to one correlation +between transformed and backtransformed parameters exists?</p></dd> +<dt>...</dt> +<dd><p>For compatibility with the generic method</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>An object with 'intervals.saem.mmkin' and 'intervals.lme' in the class attribute</p> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - 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- +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -77,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -87,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -112,34 +55,27 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Calculate mean degradation parameters for an mmkin row object</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/mean_degparms.R'><code>R/mean_degparms.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mean_degparms.R" class="external-link"><code>R/mean_degparms.R</code></a></small> <div class="hidden name"><code>mean_degparms.Rd</code></div> </div> @@ -147,64 +83,53 @@ <p>Calculate mean degradation parameters for an mmkin row object</p> </div> - <pre class="usage"><span class='fu'>mean_degparms</span><span class='op'>(</span><span class='va'>object</span>, random <span class='op'>=</span> <span class='cn'>FALSE</span>, test_log_parms <span class='op'>=</span> <span class='cn'>FALSE</span>, conf.level <span class='op'>=</span> <span class='fl'>0.6</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>An mmkin row object containing several fits of the same model to different datasets</p></td> - </tr> - <tr> - <th>random</th> - <td><p>Should a list with fixed and random effects be returned?</p></td> - </tr> - <tr> - <th>test_log_parms</th> - <td><p>If TRUE, log parameters are only considered in -the mean calculations if their untransformed counterparts (most likely -rate constants) pass the t-test for significant difference from zero.</p></td> - </tr> - <tr> - <th>conf.level</th> - <td><p>Possibility to adjust the required confidence level -for parameter that are tested if requested by 'test_log_parms'.</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">mean_degparms</span><span class="op">(</span><span class="va">object</span>, random <span class="op">=</span> <span class="cn">FALSE</span>, test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>, conf.level <span class="op">=</span> <span class="fl">0.6</span><span class="op">)</span></code></pre></div> + </div> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>An mmkin row object containing several fits of the same model to different datasets</p></dd> +<dt>random</dt> +<dd><p>Should a list with fixed and random effects be returned?</p></dd> +<dt>test_log_parms</dt> +<dd><p>If TRUE, log parameters are only considered in +the mean calculations if their untransformed counterparts (most likely +rate constants) pass the t-test for significant difference from zero.</p></dd> +<dt>conf.level</dt> +<dd><p>Possibility to adjust the required confidence level +for parameter that are tested if requested by 'test_log_parms'.</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>If random is FALSE (default), a named vector containing mean values of the fitted degradation model parameters. If random is TRUE, a list with fixed and random effects, in the format required by the start argument of nlme for the case of a single grouping variable ds.</p> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/mixed-1.png b/docs/dev/reference/mixed-1.png Binary 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-77,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -87,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -112,34 +55,27 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Create a mixed effects model from an mmkin row object</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/mixed.mmkin.R'><code>R/mixed.mmkin.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mixed.mmkin.R" class="external-link"><code>R/mixed.mmkin.R</code></a></small> <div class="hidden name"><code>mixed.Rd</code></div> </div> @@ -147,135 +83,126 @@ <p>Create a mixed effects model from an mmkin row object</p> </div> - <pre class="usage"><span class='fu'>mixed</span><span class='op'>(</span><span class='va'>object</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='co'># S3 method for mmkin</span> -<span class='fu'>mixed</span><span class='op'>(</span><span class='va'>object</span>, method <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"none"</span><span class='op'>)</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='co'># S3 method for mixed.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, <span class='va'>...</span><span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">mixed</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>An <a href='mmkin.html'>mmkin</a> row object</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Currently not used</p></td> - </tr> - <tr> - <th>method</th> - <td><p>The method to be used</p></td> - </tr> - <tr> - <th>x</th> - <td><p>A mixed.mmkin object to print</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing.</p></td> - </tr> - </table> +<span class="co"># S3 method for mmkin</span> +<span class="fu">mixed</span><span class="op">(</span><span class="va">object</span>, method <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"none"</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span> - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> +<span class="co"># S3 method for mixed.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>An <a href="mmkin.html">mmkin</a> row object</p></dd> +<dt>...</dt> +<dd><p>Currently not used</p></dd> +<dt>method</dt> +<dd><p>The method to be used</p></dd> +<dt>x</dt> +<dd><p>A mixed.mmkin object to print</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing.</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>An object of class 'mixed.mmkin' which has the observed data in a single dataframe which is convenient for plotting</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='va'>sampling_times</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>3</span>, <span class='fl'>7</span>, <span class='fl'>14</span>, <span class='fl'>28</span>, <span class='fl'>60</span>, <span class='fl'>90</span>, <span class='fl'>120</span><span class='op'>)</span> -<span class='va'>n_biphasic</span> <span class='op'><-</span> <span class='fl'>8</span> -<span class='va'>err_1</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>const <span class='op'>=</span> <span class='fl'>1</span>, prop <span class='op'>=</span> <span class='fl'>0.07</span><span class='op'>)</span> - -<span class='va'>DFOP_SFO</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span> - parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"m1"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - -<span class='fu'><a href='https://rdrr.io/r/base/Random.html'>set.seed</a></span><span class='op'>(</span><span class='fl'>123456</span><span class='op'>)</span> -<span class='va'>log_sd</span> <span class='op'><-</span> <span class='fl'>0.3</span> -<span class='va'>syn_biphasic_parms</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/matrix.html'>as.matrix</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span><span class='op'>(</span> - k1 <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='va'>n_biphasic</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.05</span><span class='op'>)</span>, <span class='va'>log_sd</span><span class='op'>)</span>, - k2 <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='va'>n_biphasic</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.01</span><span class='op'>)</span>, <span class='va'>log_sd</span><span class='op'>)</span>, - g <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='va'>n_biphasic</span>, <span class='fl'>0</span>, <span class='va'>log_sd</span><span class='op'>)</span><span class='op'>)</span>, - f_parent_to_m1 <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='va'>n_biphasic</span>, <span class='fl'>0</span>, <span class='va'>log_sd</span><span class='op'>)</span><span class='op'>)</span>, - k_m1 <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='va'>n_biphasic</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.002</span><span class='op'>)</span>, <span class='va'>log_sd</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span> - -<span class='va'>ds_biphasic_mean</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>:</span><span class='va'>n_biphasic</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>DFOP_SFO</span>, <span class='va'>syn_biphasic_parms</span><span class='op'>[</span><span class='va'>i</span>, <span class='op'>]</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span>, m1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, <span class='va'>sampling_times</span><span class='op'>)</span> - <span class='op'>}</span> -<span class='op'>)</span> - -<span class='fu'><a href='https://rdrr.io/r/base/Random.html'>set.seed</a></span><span class='op'>(</span><span class='fl'>123456L</span><span class='op'>)</span> -<span class='va'>ds_biphasic</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>ds_biphasic_mean</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>ds</span>, - sdfunc <span class='op'>=</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span><span class='op'>(</span><span class='va'>err_1</span><span class='op'>$</span><span class='va'>const</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>+</span> <span class='va'>value</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>*</span> <span class='va'>err_1</span><span class='op'>$</span><span class='va'>prop</span><span class='op'>^</span><span class='fl'>2</span><span class='op'>)</span>, - n <span class='op'>=</span> <span class='fl'>1</span>, secondary <span class='op'>=</span> <span class='st'>"m1"</span><span class='op'>)</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span> -<span class='op'>}</span><span class='op'>)</span> - -<span class='co'># \dontrun{</span> -<span class='va'>f_mmkin</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>DFOP_SFO</span><span class='op'>)</span>, <span class='va'>ds_biphasic</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - -<span class='va'>f_mixed</span> <span class='op'><-</span> <span class='fu'>mixed</span><span class='op'>(</span><span class='va'>f_mmkin</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>f_mixed</span><span class='op'>)</span> -</div><div class='output co'>#> Kinetic model fitted by nonlinear regression to each dataset -#> Structural model: -#> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * -#> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time))) -#> * parent -#> d_m1/dt = + f_parent_to_m1 * ((k1 * g * exp(-k1 * time) + k2 * (1 - g) -#> * exp(-k2 * time)) / (g * exp(-k1 * time) + (1 - g) * -#> exp(-k2 * time))) * parent - k_m1 * m1 -#> -#> Data: -#> 271 observations of 2 variable(s) grouped in 8 datasets -#> -#> <mmkin> object -#> Status of individual fits: -#> -#> dataset -#> model 1 2 3 4 5 6 7 8 -#> DFOP-SFO OK OK OK OK OK OK OK OK -#> -#> OK: No warnings -#> -#> Mean fitted parameters: -#> parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 -#> 100.674757 -8.761916 -0.004347 -3.348812 -3.986853 -#> g_qlogis -#> -0.087392 </div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_mixed</span><span class='op'>)</span> -</div><div class='img'><img src='mixed-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span> +<span class="r-in"><span class="va">n_biphasic</span> <span class="op"><-</span> <span class="fl">8</span></span> +<span class="r-in"><span class="va">err_1</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>const <span class="op">=</span> <span class="fl">1</span>, prop <span class="op">=</span> <span class="fl">0.07</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">DFOP_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span> +<span class="r-in"> parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">123456</span><span class="op">)</span></span> +<span class="r-in"><span class="va">log_sd</span> <span class="op"><-</span> <span class="fl">0.3</span></span> +<span class="r-in"><span class="va">syn_biphasic_parms</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span> +<span class="r-in"> k1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="va">n_biphasic</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.05</span><span class="op">)</span>, <span class="va">log_sd</span><span class="op">)</span>,</span> +<span class="r-in"> k2 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="va">n_biphasic</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.01</span><span class="op">)</span>, <span class="va">log_sd</span><span class="op">)</span>,</span> +<span class="r-in"> g <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="va">n_biphasic</span>, <span class="fl">0</span>, <span class="va">log_sd</span><span class="op">)</span><span class="op">)</span>,</span> +<span class="r-in"> f_parent_to_m1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="va">n_biphasic</span>, <span class="fl">0</span>, <span class="va">log_sd</span><span class="op">)</span><span class="op">)</span>,</span> +<span class="r-in"> k_m1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="va">n_biphasic</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.002</span><span class="op">)</span>, <span class="va">log_sd</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">ds_biphasic_mean</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="va">n_biphasic</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">DFOP_SFO</span>, <span class="va">syn_biphasic_parms</span><span class="op">[</span><span class="va">i</span>, <span class="op">]</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"> <span class="op">}</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">123456L</span><span class="op">)</span></span> +<span class="r-in"><span class="va">ds_biphasic</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_biphasic_mean</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span> +<span class="r-in"> sdfunc <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="va">err_1</span><span class="op">$</span><span class="va">const</span><span class="op">^</span><span class="fl">2</span> <span class="op">+</span> <span class="va">value</span><span class="op">^</span><span class="fl">2</span> <span class="op">*</span> <span class="va">err_1</span><span class="op">$</span><span class="va">prop</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span>,</span> +<span class="r-in"> n <span class="op">=</span> <span class="fl">1</span>, secondary <span class="op">=</span> <span class="st">"m1"</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="va">f_mmkin</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">DFOP_SFO</span><span class="op">)</span>, <span class="va">ds_biphasic</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_mixed</span> <span class="op"><-</span> <span class="fu">mixed</span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_mixed</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Kinetic model fitted by nonlinear regression to each dataset</span> +<span class="r-out co"><span class="r-pr">#></span> Structural model:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *</span> +<span class="r-out co"><span class="r-pr">#></span> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time)))</span> +<span class="r-out co"><span class="r-pr">#></span> * parent</span> +<span class="r-out co"><span class="r-pr">#></span> d_m1/dt = + f_parent_to_m1 * ((k1 * g * exp(-k1 * time) + k2 * (1 - g)</span> +<span class="r-out co"><span class="r-pr">#></span> * exp(-k2 * time)) / (g * exp(-k1 * time) + (1 - g) *</span> +<span class="r-out co"><span class="r-pr">#></span> exp(-k2 * time))) * parent - k_m1 * m1</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Data:</span> +<span class="r-out co"><span class="r-pr">#></span> 271 observations of 2 variable(s) grouped in 8 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> <mmkin> object</span> +<span class="r-out co"><span class="r-pr">#></span> Status of individual fits:</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> dataset</span> +<span class="r-out co"><span class="r-pr">#></span> model 1 2 3 4 5 6 7 8 </span> +<span class="r-out co"><span class="r-pr">#></span> DFOP-SFO OK OK OK OK OK OK OK OK</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> OK: No warnings</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Mean fitted parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 </span> +<span class="r-out co"><span class="r-pr">#></span> 100.674757 -8.761916 -0.004347 -3.348812 -3.986853 </span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis </span> +<span class="r-out co"><span class="r-pr">#></span> -0.087392 </span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_mixed</span><span class="op">)</span></span> +<span class="r-plt img"><img src="mixed-1.png" alt="" width="700" height="433"></span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git 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property="og:title" content="Function to set up a kinetic model with one or more state variables — mkinmod"><meta property="og:description" content="This function is usually called using a call to mkinsub() for each observed variable, specifying the corresponding submodel as well as outgoing pathways (see examples). 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- - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -81,8 +26,7 @@ components." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -91,8 +35,7 @@ components." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -116,34 +59,27 @@ components." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Function to set up a kinetic model with one or more state variables</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/mkinmod.R'><code>R/mkinmod.R</code></a>, <a href='https://github.com/jranke/mkin/blob/master/R/mkinsub.R'><code>R/mkinsub.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinmod.R" class="external-link"><code>R/mkinmod.R</code></a>, <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinsub.R" class="external-link"><code>R/mkinsub.R</code></a></small> <div class="hidden name"><code>mkinmod.Rd</code></div> </div> @@ -155,29 +91,29 @@ variable, specifying the corresponding submodel as well as outgoing pathways components.</p> </div> - <pre class="usage"><span class='fu'>mkinmod</span><span class='op'>(</span> - <span class='va'>...</span>, - use_of_ff <span class='op'>=</span> <span class='st'>"max"</span>, - name <span class='op'>=</span> <span class='cn'>NULL</span>, - speclist <span class='op'>=</span> <span class='cn'>NULL</span>, - quiet <span class='op'>=</span> <span class='cn'>FALSE</span>, - verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, - dll_dir <span class='op'>=</span> <span class='cn'>NULL</span>, - unload <span class='op'>=</span> <span class='cn'>FALSE</span>, - overwrite <span class='op'>=</span> <span class='cn'>FALSE</span> -<span class='op'>)</span> - -<span class='co'># S3 method for mkinmod</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='fu'>mkinsub</span><span class='op'>(</span><span class='va'>submodel</span>, to <span class='op'>=</span> <span class='cn'>NULL</span>, sink <span class='op'>=</span> <span class='cn'>TRUE</span>, full_name <span class='op'>=</span> <span class='cn'>NA</span><span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">mkinmod</span><span class="op">(</span> + <span class="va">...</span>, + use_of_ff <span class="op">=</span> <span class="st">"max"</span>, + name <span class="op">=</span> <span class="cn">NULL</span>, + speclist <span class="op">=</span> <span class="cn">NULL</span>, + quiet <span class="op">=</span> <span class="cn">FALSE</span>, + verbose <span class="op">=</span> <span class="cn">FALSE</span>, + dll_dir <span class="op">=</span> <span class="cn">NULL</span>, + unload <span class="op">=</span> <span class="cn">FALSE</span>, + overwrite <span class="op">=</span> <span class="cn">FALSE</span> +<span class="op">)</span> + +<span class="co"># S3 method for mkinmod</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span> + +<span class="fu">mkinsub</span><span class="op">(</span><span class="va">submodel</span>, to <span class="op">=</span> <span class="cn">NULL</span>, sink <span class="op">=</span> <span class="cn">TRUE</span>, full_name <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>...</th> - <td><p>For each observed variable, a list as obtained by <code>mkinsub()</code> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>...</dt> +<dd><p>For each observed variable, a list as obtained by <code>mkinsub()</code> has to be specified as an argument (see examples). Currently, single first order kinetics "SFO", indeterminate order rate equation kinetics "IORE", or single first order with reversible binding "SFORB" are @@ -190,249 +126,234 @@ If the argument <code>use_of_ff</code> is set to "min" (default) and the model for the compartment is "SFO" or "SFORB", an additional <code>mkinsub()</code> argument can be <code>sink = FALSE</code>, effectively fixing the flux to sink to zero. -In print.mkinmod, this argument is currently not used.</p></td> - </tr> - <tr> - <th>use_of_ff</th> - <td><p>Specification of the use of formation fractions in the +In print.mkinmod, this argument is currently not used.</p></dd> +<dt>use_of_ff</dt> +<dd><p>Specification of the use of formation fractions in the model equations and, if applicable, the coefficient matrix. If "max", formation fractions are always used (default). If "min", a minimum use of formation fractions is made, i.e. each first-order pathway to a metabolite -has its own rate constant.</p></td> - </tr> - <tr> - <th>name</th> - <td><p>A name for the model. Should be a valid R object name.</p></td> - </tr> - <tr> - <th>speclist</th> - <td><p>The specification of the observed variables and their +has its own rate constant.</p></dd> +<dt>name</dt> +<dd><p>A name for the model. Should be a valid R object name.</p></dd> +<dt>speclist</dt> +<dd><p>The specification of the observed variables and their submodel types and pathways can be given as a single list using this -argument. Default is NULL.</p></td> - </tr> - <tr> - <th>quiet</th> - <td><p>Should messages be suppressed?</p></td> - </tr> - <tr> - <th>verbose</th> - <td><p>If <code>TRUE</code>, passed to <code><a href='https://rdrr.io/pkg/inline/man/cfunction.html'>inline::cfunction()</a></code> if -applicable to give detailed information about the C function being built.</p></td> - </tr> - <tr> - <th>dll_dir</th> - <td><p>Directory where an DLL object, if generated internally by -<code><a href='https://rdrr.io/pkg/inline/man/cfunction.html'>inline::cfunction()</a></code>, should be saved. The DLL will only be stored in a +argument. Default is NULL.</p></dd> +<dt>quiet</dt> +<dd><p>Should messages be suppressed?</p></dd> +<dt>verbose</dt> +<dd><p>If <code>TRUE</code>, passed to <code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code> if +applicable to give detailed information about the C function being built.</p></dd> +<dt>dll_dir</dt> +<dd><p>Directory where an DLL object, if generated internally by +<code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code>, should be saved. The DLL will only be stored in a permanent location for use in future sessions, if 'dll_dir' and 'name' -are specified.</p></td> - </tr> - <tr> - <th>unload</th> - <td><p>If a DLL from the target location in 'dll_dir' is already -loaded, should that be unloaded first?</p></td> - </tr> - <tr> - <th>overwrite</th> - <td><p>If a file exists at the target DLL location in 'dll_dir', -should this be overwritten?</p></td> - </tr> - <tr> - <th>x</th> - <td><p>An <code>mkinmod</code> object.</p></td> - </tr> - <tr> - <th>submodel</th> - <td><p>Character vector of length one to specify the submodel type. -See <code>mkinmod</code> for the list of allowed submodel names.</p></td> - </tr> - <tr> - <th>to</th> - <td><p>Vector of the names of the state variable to which a -transformation shall be included in the model.</p></td> - </tr> - <tr> - <th>sink</th> - <td><p>Should a pathway to sink be included in the model in addition to -the pathways to other state variables?</p></td> - </tr> - <tr> - <th>full_name</th> - <td><p>An optional name to be used e.g. for plotting fits +are specified.</p></dd> +<dt>unload</dt> +<dd><p>If a DLL from the target location in 'dll_dir' is already +loaded, should that be unloaded first?</p></dd> +<dt>overwrite</dt> +<dd><p>If a file exists at the target DLL location in 'dll_dir', +should this be overwritten?</p></dd> +<dt>x</dt> +<dd><p>An <code>mkinmod</code> object.</p></dd> +<dt>submodel</dt> +<dd><p>Character vector of length one to specify the submodel type. +See <code>mkinmod</code> for the list of allowed submodel names.</p></dd> +<dt>to</dt> +<dd><p>Vector of the names of the state variable to which a +transformation shall be included in the model.</p></dd> +<dt>sink</dt> +<dd><p>Should a pathway to sink be included in the model in addition to +the pathways to other state variables?</p></dd> +<dt>full_name</dt> +<dd><p>An optional name to be used e.g. for plotting fits performed with the model. You can use non-ASCII characters here, but then your R code will not be portable, <em>i.e.</em> may produce unintended plot -results on other operating systems or system configurations.</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - - <p>A list of class <code>mkinmod</code> for use with <code><a href='mkinfit.html'>mkinfit()</a></code>, +results on other operating systems or system configurations.</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> + <p>A list of class <code>mkinmod</code> for use with <code><a href="mkinfit.html">mkinfit()</a></code>, containing, among others,</p> -<dt>diffs</dt><dd><p>A vector of string representations of differential equations, one for +<dl><dt>diffs</dt> +<dd><p>A vector of string representations of differential equations, one for each modelling variable.</p></dd> -<dt>map</dt><dd><p>A list containing named character vectors for each observed variable, +<dt>map</dt> +<dd><p>A list containing named character vectors for each observed variable, specifying the modelling variables by which it is represented.</p></dd> -<dt>use_of_ff</dt><dd><p>The content of <code>use_of_ff</code> is passed on in this list component.</p></dd> -<dt>deg_func</dt><dd><p>If generated, a function containing the solution of the degradation +<dt>use_of_ff</dt> +<dd><p>The content of <code>use_of_ff</code> is passed on in this list component.</p></dd> +<dt>deg_func</dt> +<dd><p>If generated, a function containing the solution of the degradation model.</p></dd> -<dt>coefmat</dt><dd><p>The coefficient matrix, if the system of differential equations can be +<dt>coefmat</dt> +<dd><p>The coefficient matrix, if the system of differential equations can be represented by one.</p></dd> -<dt>cf</dt><dd><p>If generated, a compiled function calculating the derivatives as +<dt>cf</dt> +<dd><p>If generated, a compiled function calculating the derivatives as returned by cfunction.</p></dd> - -A list for use with mkinmod. - - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - +</dl><p>A list for use with <code>mkinmod</code>.</p> + </div> + <div id="details"> + <h2>Details</h2> <p>For the definition of model types and their parameters, the equations given in the FOCUS and NAFTA guidance documents are used.</p> <p>For kinetic models with more than one observed variable, a symbolic solution of the system of differential equations is included in the resulting mkinmod object in some cases, speeding up the solution.</p> -<p>If a C compiler is found by <code><a href='https://rdrr.io/pkg/pkgbuild/man/has_compiler.html'>pkgbuild::has_compiler()</a></code> and there +<p>If a C compiler is found by <code><a href="https://rdrr.io/pkg/pkgbuild/man/has_compiler.html" class="external-link">pkgbuild::has_compiler()</a></code> and there is more than one observed variable in the specification, C code is generated for evaluating the differential equations, compiled using -<code><a href='https://rdrr.io/pkg/inline/man/cfunction.html'>inline::cfunction()</a></code> and added to the resulting mkinmod object.</p> - <h2 class="hasAnchor" id="note"><a class="anchor" href="#note"></a>Note</h2> - +<code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code> and added to the resulting mkinmod object.</p> + </div> + <div id="note"> + <h2>Note</h2> <p>The IORE submodel is not well tested for metabolites. When using this model for metabolites, you may want to read the note in the help -page to <a href='mkinfit.html'>mkinfit</a>.</p> - <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>References</h2> - - <p>FOCUS (2006) “Guidance Document on Estimating Persistence +page to <a href="mkinfit.html">mkinfit</a>.</p> + </div> + <div id="references"> + <h2>References</h2> + <p>FOCUS (2006) “Guidance Document on Estimating Persistence and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, +EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href='http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics'>http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a></p> +<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a></p> <p>NAFTA Technical Working Group on Pesticides (not dated) Guidance for Evaluating and Calculating Degradation Kinetics in Environmental Media</p> - <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2> - + </div> + <div id="author"> + <h2>Author</h2> <p>Johannes Ranke</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'> -<span class='co'># Specify the SFO model (this is not needed any more, as we can now mkinfit("SFO", ...)</span> -<span class='va'>SFO</span> <span class='op'><-</span> <span class='fu'>mkinmod</span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> - -<span class='co'># One parent compound, one metabolite, both single first order</span> -<span class='va'>SFO_SFO</span> <span class='op'><-</span> <span class='fu'>mkinmod</span><span class='op'>(</span> - parent <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"m1"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Temporary DLL for differentials generated and loaded</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>SFO_SFO</span><span class='op'>)</span> -</div><div class='output co'>#> <mkinmod> model generated with -#> Use of formation fractions $use_of_ff: max -#> Specification $spec: -#> $parent -#> $type: SFO; $to: m1; $sink: TRUE -#> $m1 -#> $type: SFO; $sink: TRUE -#> Coefficient matrix $coefmat available -#> Compiled model $cf available -#> Differential equations: -#> d_parent/dt = - k_parent * parent -#> d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1</div><div class='input'> -<span class='co'># \dontrun{</span> - <span class='va'>fit_sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='va'>SFO_SFO</span>, <span class='va'>FOCUS_2006_D</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, solution_type <span class='op'>=</span> <span class='st'>"deSolve"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> - <span class='co'># Now supplying compound names used for plotting, and write to user defined location</span> - <span class='co'># We need to choose a path outside the session tempdir because this gets removed</span> - <span class='va'>DLL_dir</span> <span class='op'><-</span> <span class='st'>"~/.local/share/mkin"</span> - <span class='kw'>if</span> <span class='op'>(</span><span class='op'>!</span><span class='fu'><a href='https://rdrr.io/r/base/files2.html'>dir.exists</a></span><span class='op'>(</span><span class='va'>DLL_dir</span><span class='op'>)</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/files2.html'>dir.create</a></span><span class='op'>(</span><span class='va'>DLL_dir</span><span class='op'>)</span> - <span class='va'>SFO_SFO.2</span> <span class='op'><-</span> <span class='fu'>mkinmod</span><span class='op'>(</span> - parent <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"m1"</span>, full_name <span class='op'>=</span> <span class='st'>"Test compound"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span>, full_name <span class='op'>=</span> <span class='st'>"Metabolite M1"</span><span class='op'>)</span>, - name <span class='op'>=</span> <span class='st'>"SFO_SFO"</span>, dll_dir <span class='op'>=</span> <span class='va'>DLL_dir</span>, unload <span class='op'>=</span> <span class='cn'>TRUE</span>, overwrite <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Copied DLL from /tmp/RtmpWsX48Z/file1029f864aada00.so to /home/jranke/.local/share/mkin/SFO_SFO.so</span></div><div class='input'><span class='co'># Now we can save the model and restore it in a new session</span> -<span class='fu'><a href='https://rdrr.io/r/base/readRDS.html'>saveRDS</a></span><span class='op'>(</span><span class='va'>SFO_SFO.2</span>, file <span class='op'>=</span> <span class='st'>"~/SFO_SFO.rds"</span><span class='op'>)</span> -<span class='co'># Terminate the R session here if you would like to check, and then do</span> -<span class='kw'><a href='https://rdrr.io/r/base/library.html'>library</a></span><span class='op'>(</span><span class='va'><a href='https://pkgdown.jrwb.de/mkin/'>mkin</a></span><span class='op'>)</span> -<span class='va'>SFO_SFO.3</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/readRDS.html'>readRDS</a></span><span class='op'>(</span><span class='st'>"~/SFO_SFO.rds"</span><span class='op'>)</span> -<span class='va'>fit_sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='va'>SFO_SFO.3</span>, <span class='va'>FOCUS_2006_D</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, solution_type <span class='op'>=</span> <span class='st'>"deSolve"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> -<span class='co'># Show details of creating the C function</span> -<span class='va'>SFO_SFO</span> <span class='op'><-</span> <span class='fu'>mkinmod</span><span class='op'>(</span> - parent <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"m1"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, verbose <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='output co'>#> Program source: -#> 1: #include <R.h> -#> 2: -#> 3: -#> 4: static double parms [3]; -#> 5: #define k_parent parms[0] -#> 6: #define f_parent_to_m1 parms[1] -#> 7: #define k_m1 parms[2] -#> 8: -#> 9: void initpar(void (* odeparms)(int *, double *)) { -#> 10: int N = 3; -#> 11: odeparms(&N, parms); -#> 12: } -#> 13: -#> 14: -#> 15: void diffs ( int * n, double * t, double * y, double * f, double * rpar, int * ipar ) { -#> 16: -#> 17: f[0] = - k_parent * y[0]; -#> 18: f[1] = + f_parent_to_m1 * k_parent * y[0] - k_m1 * y[1]; -#> 19: }</div><div class='output co'>#> <span class='message'>Temporary DLL for differentials generated and loaded</span></div><div class='input'> -<span class='co'># The symbolic solution which is available in this case is not</span> -<span class='co'># made for human reading but for speed of computation</span> -<span class='va'>SFO_SFO</span><span class='op'>$</span><span class='va'>deg_func</span> -</div><div class='output co'>#> function (observed, odeini, odeparms) -#> { -#> predicted <- numeric(0) -#> with(as.list(odeparms), { -#> t <- observed[observed$name == "parent", "time"] -#> predicted <<- c(predicted, SFO.solution(t, odeini["parent"], -#> k_parent)) -#> t <- observed[observed$name == "m1", "time"] -#> predicted <<- c(predicted, (((k_m1 - k_parent) * odeini["m1"] - -#> f_parent_to_m1 * k_parent * odeini["parent"]) * exp(-k_m1 * -#> t) + f_parent_to_m1 * k_parent * odeini["parent"] * -#> exp(-k_parent * t))/(k_m1 - k_parent)) -#> }) -#> return(predicted) -#> } -#> <environment: 0x55555cc38878></div><div class='input'> -<span class='co'># If we have several parallel metabolites</span> -<span class='co'># (compare tests/testthat/test_synthetic_data_for_UBA_2014.R)</span> -<span class='va'>m_synth_DFOP_par</span> <span class='op'><-</span> <span class='fu'>mkinmod</span><span class='op'>(</span> - parent <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"M1"</span>, <span class='st'>"M2"</span><span class='op'>)</span><span class='op'>)</span>, - M1 <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, - M2 <span class='op'>=</span> <span class='fu'>mkinsub</span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - -<span class='va'>fit_DFOP_par_c</span> <span class='op'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span><span class='op'>(</span><span class='va'>m_synth_DFOP_par</span>, - <span class='va'>synthetic_data_for_UBA_2014</span><span class='op'>[[</span><span class='fl'>12</span><span class='op'>]</span><span class='op'>]</span><span class='op'>$</span><span class='va'>data</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='co'># }</span> - -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"></span> +<span class="r-in"><span class="co"># Specify the SFO model (this is not needed any more, as we can now mkinfit("SFO", ...)</span></span> +<span class="r-in"><span class="va">SFO</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span>parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># One parent compound, one metabolite, both single first order</span></span> +<span class="r-in"><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span> +<span class="r-in"> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">SFO_SFO</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> <mkinmod> model generated with</span> +<span class="r-out co"><span class="r-pr">#></span> Use of formation fractions $use_of_ff: max </span> +<span class="r-out co"><span class="r-pr">#></span> Specification $spec:</span> +<span class="r-out co"><span class="r-pr">#></span> $parent</span> +<span class="r-out co"><span class="r-pr">#></span> $type: SFO; $to: m1; $sink: TRUE</span> +<span class="r-out co"><span class="r-pr">#></span> $m1</span> +<span class="r-out co"><span class="r-pr">#></span> $type: SFO; $sink: TRUE</span> +<span class="r-out co"><span class="r-pr">#></span> Coefficient matrix $coefmat available</span> +<span class="r-out co"><span class="r-pr">#></span> Compiled model $cf available</span> +<span class="r-out co"><span class="r-pr">#></span> Differential equations:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - k_parent * parent</span> +<span class="r-out co"><span class="r-pr">#></span> d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"> <span class="va">fit_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="co"># Now supplying compound names used for plotting, and write to user defined location</span></span> +<span class="r-in"> <span class="co"># We need to choose a path outside the session tempdir because this gets removed</span></span> +<span class="r-in"> <span class="va">DLL_dir</span> <span class="op"><-</span> <span class="st">"~/.local/share/mkin"</span></span> +<span class="r-in"> <span class="kw">if</span> <span class="op">(</span><span class="op">!</span><span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.exists</a></span><span class="op">(</span><span class="va">DLL_dir</span><span class="op">)</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.create</a></span><span class="op">(</span><span class="va">DLL_dir</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">SFO_SFO.2</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span> +<span class="r-in"> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span>, full_name <span class="op">=</span> <span class="st">"Test compound"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, full_name <span class="op">=</span> <span class="st">"Metabolite M1"</span><span class="op">)</span>,</span> +<span class="r-in"> name <span class="op">=</span> <span class="st">"SFO_SFO"</span>, dll_dir <span class="op">=</span> <span class="va">DLL_dir</span>, unload <span class="op">=</span> <span class="cn">TRUE</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Copied DLL from /tmp/Rtmp6NiOcv/fileb89c01ace19ec.so to /home/jranke/.local/share/mkin/SFO_SFO.so</span> +<span class="r-in"><span class="co"># Now we can save the model and restore it in a new session</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">SFO_SFO.2</span>, file <span class="op">=</span> <span class="st">"~/SFO_SFO.rds"</span><span class="op">)</span></span> +<span class="r-in"><span class="co"># Terminate the R session here if you would like to check, and then do</span></span> +<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://pkgdown.jrwb.de/mkin/">mkin</a></span><span class="op">)</span></span> +<span class="r-in"><span class="va">SFO_SFO.3</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">readRDS</a></span><span class="op">(</span><span class="st">"~/SFO_SFO.rds"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">fit_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO.3</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># Show details of creating the C function</span></span> +<span class="r-in"><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span> +<span class="r-in"> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Program source:</span> +<span class="r-out co"><span class="r-pr">#></span> 1: #include <R.h></span> +<span class="r-out co"><span class="r-pr">#></span> 2: </span> +<span class="r-out co"><span class="r-pr">#></span> 3: </span> +<span class="r-out co"><span class="r-pr">#></span> 4: static double parms [3];</span> +<span class="r-out co"><span class="r-pr">#></span> 5: #define k_parent parms[0]</span> +<span class="r-out co"><span class="r-pr">#></span> 6: #define f_parent_to_m1 parms[1]</span> +<span class="r-out co"><span class="r-pr">#></span> 7: #define k_m1 parms[2]</span> +<span class="r-out co"><span class="r-pr">#></span> 8: </span> +<span class="r-out co"><span class="r-pr">#></span> 9: void initpar(void (* odeparms)(int *, double *)) {</span> +<span class="r-out co"><span class="r-pr">#></span> 10: int N = 3;</span> +<span class="r-out co"><span class="r-pr">#></span> 11: odeparms(&N, parms);</span> +<span class="r-out co"><span class="r-pr">#></span> 12: }</span> +<span class="r-out co"><span class="r-pr">#></span> 13: </span> +<span class="r-out co"><span class="r-pr">#></span> 14: </span> +<span class="r-out co"><span class="r-pr">#></span> 15: void diffs ( int * n, double * t, double * y, double * f, double * rpar, int * ipar ) {</span> +<span class="r-out co"><span class="r-pr">#></span> 16: </span> +<span class="r-out co"><span class="r-pr">#></span> 17: f[0] = - k_parent * y[0];</span> +<span class="r-out co"><span class="r-pr">#></span> 18: f[1] = + f_parent_to_m1 * k_parent * y[0] - k_m1 * y[1];</span> +<span class="r-out co"><span class="r-pr">#></span> 19: }</span> +<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># The symbolic solution which is available in this case is not</span></span> +<span class="r-in"><span class="co"># made for human reading but for speed of computation</span></span> +<span class="r-in"><span class="va">SFO_SFO</span><span class="op">$</span><span class="va">deg_func</span></span> +<span class="r-out co"><span class="r-pr">#></span> function (observed, odeini, odeparms) </span> +<span class="r-out co"><span class="r-pr">#></span> {</span> +<span class="r-out co"><span class="r-pr">#></span> predicted <- numeric(0)</span> +<span class="r-out co"><span class="r-pr">#></span> with(as.list(odeparms), {</span> +<span class="r-out co"><span class="r-pr">#></span> t <- observed[observed$name == "parent", "time"]</span> +<span class="r-out co"><span class="r-pr">#></span> predicted <<- c(predicted, SFO.solution(t, odeini["parent"], </span> +<span class="r-out co"><span class="r-pr">#></span> k_parent))</span> +<span class="r-out co"><span class="r-pr">#></span> t <- observed[observed$name == "m1", "time"]</span> +<span class="r-out co"><span class="r-pr">#></span> predicted <<- c(predicted, (((k_m1 - k_parent) * odeini["m1"] - </span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 * k_parent * odeini["parent"]) * exp(-k_m1 * </span> +<span class="r-out co"><span class="r-pr">#></span> t) + f_parent_to_m1 * k_parent * odeini["parent"] * </span> +<span class="r-out co"><span class="r-pr">#></span> exp(-k_parent * t))/(k_m1 - k_parent))</span> +<span class="r-out co"><span class="r-pr">#></span> })</span> +<span class="r-out co"><span class="r-pr">#></span> return(predicted)</span> +<span class="r-out co"><span class="r-pr">#></span> }</span> +<span class="r-out co"><span class="r-pr">#></span> <environment: 0x55555cd83c70></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># If we have several parallel metabolites</span></span> +<span class="r-in"><span class="co"># (compare tests/testthat/test_synthetic_data_for_UBA_2014.R)</span></span> +<span class="r-in"><span class="va">m_synth_DFOP_par</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span> +<span class="r-in"> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span>,</span> +<span class="r-in"> M1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span> +<span class="r-in"> M2 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">fit_DFOP_par_c</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_synth_DFOP_par</span>,</span> +<span class="r-in"> <span class="va">synthetic_data_for_UBA_2014</span><span class="op">[[</span><span class="fl">12</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="co"># }</span></span> +<span class="r-in"></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/nlme-1.png b/docs/dev/reference/nlme-1.png Binary files differindex 365aaef0..67cc7f3c 100644 --- a/docs/dev/reference/nlme-1.png +++ b/docs/dev/reference/nlme-1.png diff --git a/docs/dev/reference/nlme-2.png b/docs/dev/reference/nlme-2.png Binary files differindex 40841404..bb1e6f81 100644 --- 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--><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Helper functions to create nlme models from mmkin row objects — nlme_function"><meta property="og:description" content="These functions facilitate setting up a nonlinear mixed effects model for an mmkin row object. An mmkin row object is essentially a list of mkinfit objects that have been obtained by fitting the same model to a list of -datasets. They are used internally by the nlme.mmkin() method." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +datasets. They are used internally by the nlme.mmkin() method."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -80,8 +25,7 @@ datasets. They are used internally by the nlme.mmkin() method." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -90,8 +34,7 @@ datasets. They are used internally by the nlme.mmkin() method." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -115,34 +58,27 @@ datasets. They are used internally by the nlme.mmkin() method." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Helper functions to create nlme models from mmkin row objects</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/nlme.R'><code>R/nlme.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nlme.R" class="external-link"><code>R/nlme.R</code></a></small> <div class="hidden name"><code>nlme.Rd</code></div> </div> @@ -150,127 +86,128 @@ datasets. They are used internally by the nlme.mmkin() method." /> <p>These functions facilitate setting up a nonlinear mixed effects model for an mmkin row object. An mmkin row object is essentially a list of mkinfit objects that have been obtained by fitting the same model to a list of -datasets. They are used internally by the <code><a href='nlme.mmkin.html'>nlme.mmkin()</a></code> method.</p> +datasets. They are used internally by the <code><a href="nlme.mmkin.html">nlme.mmkin()</a></code> method.</p> </div> - <pre class="usage"><span class='fu'>nlme_function</span><span class='op'>(</span><span class='va'>object</span><span class='op'>)</span> - -<span class='fu'>nlme_data</span><span class='op'>(</span><span class='va'>object</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>An mmkin row object containing several fits of the same model to different datasets</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">nlme_function</span><span class="op">(</span><span class="va">object</span><span class="op">)</span> - <p>A function that can be used with nlme</p> -<p>A <code><a href='https://rdrr.io/pkg/nlme/man/groupedData.html'>groupedData</a></code> object</p> - <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2> - - <div class='dont-index'><p><code><a href='nlme.mmkin.html'>nlme.mmkin</a></code></p></div> - - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='va'>sampling_times</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>3</span>, <span class='fl'>7</span>, <span class='fl'>14</span>, <span class='fl'>28</span>, <span class='fl'>60</span>, <span class='fl'>90</span>, <span class='fl'>120</span><span class='op'>)</span> -<span class='va'>m_SFO</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>d_SFO_1</span> <span class='op'><-</span> <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>m_SFO</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k_parent <span class='op'>=</span> <span class='fl'>0.1</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>98</span><span class='op'>)</span>, <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='va'>d_SFO_1_long</span> <span class='op'><-</span> <span class='fu'><a href='mkin_wide_to_long.html'>mkin_wide_to_long</a></span><span class='op'>(</span><span class='va'>d_SFO_1</span>, time <span class='op'>=</span> <span class='st'>"time"</span><span class='op'>)</span> -<span class='va'>d_SFO_2</span> <span class='op'><-</span> <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>m_SFO</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k_parent <span class='op'>=</span> <span class='fl'>0.05</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>102</span><span class='op'>)</span>, <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='va'>d_SFO_2_long</span> <span class='op'><-</span> <span class='fu'><a href='mkin_wide_to_long.html'>mkin_wide_to_long</a></span><span class='op'>(</span><span class='va'>d_SFO_2</span>, time <span class='op'>=</span> <span class='st'>"time"</span><span class='op'>)</span> -<span class='va'>d_SFO_3</span> <span class='op'><-</span> <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>m_SFO</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k_parent <span class='op'>=</span> <span class='fl'>0.02</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>103</span><span class='op'>)</span>, <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='va'>d_SFO_3_long</span> <span class='op'><-</span> <span class='fu'><a href='mkin_wide_to_long.html'>mkin_wide_to_long</a></span><span class='op'>(</span><span class='va'>d_SFO_3</span>, time <span class='op'>=</span> <span class='st'>"time"</span><span class='op'>)</span> - -<span class='va'>d1</span> <span class='op'><-</span> <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>d_SFO_1</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fl'>3</span>, n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span> -<span class='va'>d2</span> <span class='op'><-</span> <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>d_SFO_2</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fl'>2</span>, n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span> -<span class='va'>d3</span> <span class='op'><-</span> <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>d_SFO_3</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fl'>4</span>, n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span> -<span class='va'>ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>d1 <span class='op'>=</span> <span class='va'>d1</span>, d2 <span class='op'>=</span> <span class='va'>d2</span>, d3 <span class='op'>=</span> <span class='va'>d3</span><span class='op'>)</span> +<span class="fu">nlme_data</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></code></pre></div> + </div> -<span class='va'>f</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='va'>ds</span>, cores <span class='op'>=</span> <span class='fl'>1</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='va'>mean_dp</span> <span class='op'><-</span> <span class='fu'><a href='mean_degparms.html'>mean_degparms</a></span><span class='op'>(</span><span class='va'>f</span><span class='op'>)</span> -<span class='va'>grouped_data</span> <span class='op'><-</span> <span class='fu'>nlme_data</span><span class='op'>(</span><span class='va'>f</span><span class='op'>)</span> -<span class='va'>nlme_f</span> <span class='op'><-</span> <span class='fu'>nlme_function</span><span class='op'>(</span><span class='va'>f</span><span class='op'>)</span> -<span class='co'># These assignments are necessary for these objects to be</span> -<span class='co'># visible to nlme and augPred when evaluation is done by</span> -<span class='co'># pkgdown to generate the html docs.</span> -<span class='fu'><a href='https://rdrr.io/r/base/assign.html'>assign</a></span><span class='op'>(</span><span class='st'>"nlme_f"</span>, <span class='va'>nlme_f</span>, <span class='fu'><a href='https://rdrr.io/r/base/environment.html'>globalenv</a></span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/assign.html'>assign</a></span><span class='op'>(</span><span class='st'>"grouped_data"</span>, <span class='va'>grouped_data</span>, <span class='fu'><a href='https://rdrr.io/r/base/environment.html'>globalenv</a></span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>An mmkin row object containing several fits of the same model to different datasets</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> + <p>A function that can be used with nlme +A <code><a href="https://rdrr.io/pkg/nlme/man/groupedData.html" class="external-link">groupedData</a></code> object</p> + </div> + <div id="see-also"> + <h2>See also</h2> + <div class="dont-index"><p><code><a href="nlme.mmkin.html">nlme.mmkin</a></code></p></div> + </div> -<span class='kw'><a href='https://rdrr.io/r/base/library.html'>library</a></span><span class='op'>(</span><span class='va'><a href='https://svn.r-project.org/R-packages/trunk/nlme/'>nlme</a></span><span class='op'>)</span> -<span class='va'>m_nlme</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>value</span> <span class='op'>~</span> <span class='fu'>nlme_f</span><span class='op'>(</span><span class='va'>name</span>, <span class='va'>time</span>, <span class='va'>parent_0</span>, <span class='va'>log_k_parent_sink</span><span class='op'>)</span>, - data <span class='op'>=</span> <span class='va'>grouped_data</span>, - fixed <span class='op'>=</span> <span class='va'>parent_0</span> <span class='op'>+</span> <span class='va'>log_k_parent_sink</span> <span class='op'>~</span> <span class='fl'>1</span>, - random <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/pdDiag.html'>pdDiag</a></span><span class='op'>(</span><span class='va'>parent_0</span> <span class='op'>+</span> <span class='va'>log_k_parent_sink</span> <span class='op'>~</span> <span class='fl'>1</span><span class='op'>)</span>, - start <span class='op'>=</span> <span class='va'>mean_dp</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span><span class='op'>(</span><span class='va'>m_nlme</span><span class='op'>)</span> -</div><div class='output co'>#> Nonlinear mixed-effects model fit by maximum likelihood -#> Model: value ~ nlme_f(name, time, parent_0, log_k_parent_sink) -#> Data: grouped_data -#> AIC BIC logLik -#> 300.6824 310.2426 -145.3412 -#> -#> Random effects: -#> Formula: list(parent_0 ~ 1, log_k_parent_sink ~ 1) -#> Level: ds -#> Structure: Diagonal -#> parent_0 log_k_parent_sink Residual -#> StdDev: 1.697361 0.6801209 3.666073 -#> -#> Fixed effects: parent_0 + log_k_parent_sink ~ 1 -#> Value Std.Error DF t-value p-value -#> parent_0 100.99378 1.3890416 46 72.70753 0 -#> log_k_parent_sink -3.07521 0.4018589 46 -7.65246 0 -#> Correlation: -#> prnt_0 -#> log_k_parent_sink 0.027 -#> -#> Standardized Within-Group Residuals: -#> Min Q1 Med Q3 Max -#> -1.9942823 -0.5622565 0.1791579 0.7165038 2.0704781 -#> -#> Number of Observations: 50 -#> Number of Groups: 3 </div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/augPred.html'>augPred</a></span><span class='op'>(</span><span class='va'>m_nlme</span>, level <span class='op'>=</span> <span class='fl'>0</span><span class='op'>:</span><span class='fl'>1</span><span class='op'>)</span>, layout <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fl'>1</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='img'><img src='nlme-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='co'># augPred does not work on fits with more than one state</span> -<span class='co'># variable</span> -<span class='co'>#</span> -<span class='co'># The procedure is greatly simplified by the nlme.mmkin function</span> -<span class='va'>f_nlme</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlme</span><span class='op'>)</span> -</div><div class='img'><img src='nlme-2.png' alt='' width='700' height='433' /></div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span> +<span class="r-in"><span class="va">m_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_1</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_SFO</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">98</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_1_long</span> <span class="op"><-</span> <span class="fu"><a href="mkin_wide_to_long.html">mkin_wide_to_long</a></span><span class="op">(</span><span class="va">d_SFO_1</span>, time <span class="op">=</span> <span class="st">"time"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_2</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_SFO</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="fl">0.05</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">102</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_2_long</span> <span class="op"><-</span> <span class="fu"><a href="mkin_wide_to_long.html">mkin_wide_to_long</a></span><span class="op">(</span><span class="va">d_SFO_2</span>, time <span class="op">=</span> <span class="st">"time"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_3</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_SFO</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="fl">0.02</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">103</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d_SFO_3_long</span> <span class="op"><-</span> <span class="fu"><a href="mkin_wide_to_long.html">mkin_wide_to_long</a></span><span class="op">(</span><span class="va">d_SFO_3</span>, time <span class="op">=</span> <span class="st">"time"</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">d1</span> <span class="op"><-</span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">d_SFO_1</span>, <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fl">3</span>, n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d2</span> <span class="op"><-</span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">d_SFO_2</span>, <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fl">2</span>, n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> +<span class="r-in"><span class="va">d3</span> <span class="op"><-</span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">d_SFO_3</span>, <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fl">4</span>, n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> +<span class="r-in"><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>d1 <span class="op">=</span> <span class="va">d1</span>, d2 <span class="op">=</span> <span class="va">d2</span>, d3 <span class="op">=</span> <span class="va">d3</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">ds</span>, cores <span class="op">=</span> <span class="fl">1</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="va">mean_dp</span> <span class="op"><-</span> <span class="fu"><a href="mean_degparms.html">mean_degparms</a></span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span> +<span class="r-in"><span class="va">grouped_data</span> <span class="op"><-</span> <span class="fu">nlme_data</span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span> +<span class="r-in"><span class="va">nlme_f</span> <span class="op"><-</span> <span class="fu">nlme_function</span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span> +<span class="r-in"><span class="co"># These assignments are necessary for these objects to be</span></span> +<span class="r-in"><span class="co"># visible to nlme and augPred when evaluation is done by</span></span> +<span class="r-in"><span class="co"># pkgdown to generate the html docs.</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/assign.html" class="external-link">assign</a></span><span class="op">(</span><span class="st">"nlme_f"</span>, <span class="va">nlme_f</span>, <span class="fu"><a href="https://rdrr.io/r/base/environment.html" class="external-link">globalenv</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/assign.html" class="external-link">assign</a></span><span class="op">(</span><span class="st">"grouped_data"</span>, <span class="va">grouped_data</span>, <span class="fu"><a href="https://rdrr.io/r/base/environment.html" class="external-link">globalenv</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/" class="external-link">nlme</a></span><span class="op">)</span></span> +<span class="r-in"><span class="va">m_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">value</span> <span class="op">~</span> <span class="fu">nlme_f</span><span class="op">(</span><span class="va">name</span>, <span class="va">time</span>, <span class="va">parent_0</span>, <span class="va">log_k_parent_sink</span><span class="op">)</span>,</span> +<span class="r-in"> data <span class="op">=</span> <span class="va">grouped_data</span>,</span> +<span class="r-in"> fixed <span class="op">=</span> <span class="va">parent_0</span> <span class="op">+</span> <span class="va">log_k_parent_sink</span> <span class="op">~</span> <span class="fl">1</span>,</span> +<span class="r-in"> random <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdDiag.html" class="external-link">pdDiag</a></span><span class="op">(</span><span class="va">parent_0</span> <span class="op">+</span> <span class="va">log_k_parent_sink</span> <span class="op">~</span> <span class="fl">1</span><span class="op">)</span>,</span> +<span class="r-in"> start <span class="op">=</span> <span class="va">mean_dp</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">m_nlme</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Nonlinear mixed-effects model fit by maximum likelihood</span> +<span class="r-out co"><span class="r-pr">#></span> Model: value ~ nlme_f(name, time, parent_0, log_k_parent_sink) </span> +<span class="r-out co"><span class="r-pr">#></span> Data: grouped_data </span> +<span class="r-out co"><span class="r-pr">#></span> AIC BIC logLik</span> +<span class="r-out co"><span class="r-pr">#></span> 300.6824 310.2426 -145.3412</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects:</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: list(parent_0 ~ 1, log_k_parent_sink ~ 1)</span> +<span class="r-out co"><span class="r-pr">#></span> Level: ds</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Diagonal</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent_sink Residual</span> +<span class="r-out co"><span class="r-pr">#></span> StdDev: 1.697361 0.6801209 3.666073</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed effects: parent_0 + log_k_parent_sink ~ 1 </span> +<span class="r-out co"><span class="r-pr">#></span> Value Std.Error DF t-value p-value</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 100.99378 1.3890416 46 72.70753 0</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_parent_sink -3.07521 0.4018589 46 -7.65246 0</span> +<span class="r-out co"><span class="r-pr">#></span> Correlation: </span> +<span class="r-out co"><span class="r-pr">#></span> prnt_0</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_parent_sink 0.027 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Standardized Within-Group Residuals:</span> +<span class="r-out co"><span class="r-pr">#></span> Min Q1 Med Q3 Max </span> +<span class="r-out co"><span class="r-pr">#></span> -1.9942823 -0.5622565 0.1791579 0.7165038 2.0704781 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Number of Observations: 50</span> +<span class="r-out co"><span class="r-pr">#></span> Number of Groups: 3 </span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/augPred.html" class="external-link">augPred</a></span><span class="op">(</span><span class="va">m_nlme</span>, level <span class="op">=</span> <span class="fl">0</span><span class="op">:</span><span class="fl">1</span><span class="op">)</span>, layout <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fl">1</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlme-1.png" alt="" width="700" height="433"></span> +<span class="r-in"><span class="co"># augPred does not work on fits with more than one state</span></span> +<span class="r-in"><span class="co"># variable</span></span> +<span class="r-in"><span class="co">#</span></span> +<span class="r-in"><span class="co"># The procedure is greatly simplified by the nlme.mmkin function</span></span> +<span class="r-in"><span class="va">f_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlme</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlme-2.png" alt="" width="700" height="433"></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/nlme.mmkin-1.png b/docs/dev/reference/nlme.mmkin-1.png Binary files differindex 95adfafb..d93b0950 100644 --- a/docs/dev/reference/nlme.mmkin-1.png +++ b/docs/dev/reference/nlme.mmkin-1.png diff --git a/docs/dev/reference/nlme.mmkin-2.png b/docs/dev/reference/nlme.mmkin-2.png Binary files differindex 53b6fc76..5afccfbb 100644 --- a/docs/dev/reference/nlme.mmkin-2.png +++ b/docs/dev/reference/nlme.mmkin-2.png diff --git a/docs/dev/reference/nlme.mmkin-3.png b/docs/dev/reference/nlme.mmkin-3.png Binary files differindex 8df1e73b..bf3aac6c 100644 --- a/docs/dev/reference/nlme.mmkin-3.png +++ b/docs/dev/reference/nlme.mmkin-3.png diff --git a/docs/dev/reference/nlme.mmkin.html b/docs/dev/reference/nlme.mmkin.html index 866091ca..e138ddd4 100644 --- a/docs/dev/reference/nlme.mmkin.html +++ b/docs/dev/reference/nlme.mmkin.html @@ -1,69 +1,14 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Create an nlme model for an mmkin row object — nlme.mmkin • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" 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effects model for an mmkin row +<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create an nlme model for an mmkin row object — nlme.mmkin • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" 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An mmkin row object is essentially a list of mkinfit objects that -have been obtained by fitting the same model to a list of datasets." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +have been obtained by fitting the same model to a list of datasets."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -79,8 +24,7 @@ have been obtained by fitting the same model to a list of datasets." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -89,8 +33,7 @@ have been obtained by fitting the same model to a list of datasets." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -114,34 +57,27 @@ have been obtained by fitting the same model to a list of datasets." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Create an nlme model for an mmkin row object</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/nlme.mmkin.R'><code>R/nlme.mmkin.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nlme.mmkin.R" class="external-link"><code>R/nlme.mmkin.R</code></a></small> <div class="hidden name"><code>nlme.mmkin.Rd</code></div> </div> @@ -151,338 +87,316 @@ object. An mmkin row object is essentially a list of mkinfit objects that have been obtained by fitting the same model to a list of datasets.</p> </div> - <pre class="usage"><span class='co'># S3 method for mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span> - <span class='va'>model</span>, - data <span class='op'>=</span> <span class='st'>"auto"</span>, - fixed <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>as.list</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='fu'><a href='mean_degparms.html'>mean_degparms</a></span><span class='op'>(</span><span class='va'>model</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>el</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/eval.html'>eval</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/parse.html'>parse</a></span><span class='op'>(</span>text <span class='op'>=</span> - <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='va'>el</span>, <span class='fl'>1</span>, sep <span class='op'>=</span> <span class='st'>"~"</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span>, - random <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/pdDiag.html'>pdDiag</a></span><span class='op'>(</span><span class='va'>fixed</span><span class='op'>)</span>, - <span class='va'>groups</span>, - start <span class='op'>=</span> <span class='fu'><a href='mean_degparms.html'>mean_degparms</a></span><span class='op'>(</span><span class='va'>model</span>, random <span class='op'>=</span> <span class='cn'>TRUE</span>, test_log_parms <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span>, - correlation <span class='op'>=</span> <span class='cn'>NULL</span>, - weights <span class='op'>=</span> <span class='cn'>NULL</span>, - <span class='va'>subset</span>, - method <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"ML"</span>, <span class='st'>"REML"</span><span class='op'>)</span>, - na.action <span class='op'>=</span> <span class='va'>na.fail</span>, - <span class='va'>naPattern</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='op'>)</span>, - verbose <span class='op'>=</span> <span class='cn'>FALSE</span> -<span class='op'>)</span> - -<span class='co'># S3 method for nlme.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='co'># S3 method for nlme.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span><span class='op'>(</span><span class='va'>object</span>, <span class='va'>...</span><span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span> + <span class="va">model</span>, + data <span class="op">=</span> <span class="st">"auto"</span>, + fixed <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">as.list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="fu"><a href="mean_degparms.html">mean_degparms</a></span><span class="op">(</span><span class="va">model</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>, <span class="kw">function</span><span class="op">(</span><span class="va">el</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/eval.html" class="external-link">eval</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/parse.html" class="external-link">parse</a></span><span class="op">(</span>text <span class="op">=</span> + <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="va">el</span>, <span class="fl">1</span>, sep <span class="op">=</span> <span class="st">"~"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>, + random <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/pdDiag.html" class="external-link">pdDiag</a></span><span class="op">(</span><span class="va">fixed</span><span class="op">)</span>, + <span class="va">groups</span>, + start <span class="op">=</span> <span class="fu"><a href="mean_degparms.html">mean_degparms</a></span><span class="op">(</span><span class="va">model</span>, random <span class="op">=</span> <span class="cn">TRUE</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>, + correlation <span class="op">=</span> <span class="cn">NULL</span>, + weights <span class="op">=</span> <span class="cn">NULL</span>, + <span class="va">subset</span>, + method <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ML"</span>, <span class="st">"REML"</span><span class="op">)</span>, + na.action <span class="op">=</span> <span class="va">na.fail</span>, + <span class="va">naPattern</span>, + control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="op">)</span>, + verbose <span class="op">=</span> <span class="cn">FALSE</span> +<span class="op">)</span> + +<span class="co"># S3 method for nlme.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span> + +<span class="co"># S3 method for nlme.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>model</th> - <td><p>An <a href='mmkin.html'>mmkin</a> row object.</p></td> - </tr> - <tr> - <th>data</th> - <td><p>Ignored, data are taken from the mmkin model</p></td> - </tr> - <tr> - <th>fixed</th> - <td><p>Ignored, all degradation parameters fitted in the -mmkin model are used as fixed parameters</p></td> - </tr> - <tr> - <th>random</th> - <td><p>If not specified, no correlations between random effects are + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>model</dt> +<dd><p>An <a href="mmkin.html">mmkin</a> row object.</p></dd> +<dt>data</dt> +<dd><p>Ignored, data are taken from the mmkin model</p></dd> +<dt>fixed</dt> +<dd><p>Ignored, all degradation parameters fitted in the +mmkin model are used as fixed parameters</p></dd> +<dt>random</dt> +<dd><p>If not specified, no correlations between random effects are set up for the optimised degradation model parameters. This is -achieved by using the <a href='https://rdrr.io/pkg/nlme/man/pdDiag.html'>nlme::pdDiag</a> method.</p></td> - </tr> - <tr> - <th>groups</th> - <td><p>See the documentation of nlme</p></td> - </tr> - <tr> - <th>start</th> - <td><p>If not specified, mean values of the fitted degradation -parameters taken from the mmkin object are used</p></td> - </tr> - <tr> - <th>correlation</th> - <td><p>See the documentation of nlme</p></td> - </tr> - <tr> - <th>weights</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>subset</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>method</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>na.action</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>naPattern</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>control</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>verbose</th> - <td><p>passed to nlme</p></td> - </tr> - <tr> - <th>x</th> - <td><p>An nlme.mmkin object to print</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Update specifications passed to update.nlme</p></td> - </tr> - <tr> - <th>object</th> - <td><p>An nlme.mmkin object to update</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - +achieved by using the <a href="https://rdrr.io/pkg/nlme/man/pdDiag.html" class="external-link">nlme::pdDiag</a> method.</p></dd> +<dt>groups</dt> +<dd><p>See the documentation of nlme</p></dd> +<dt>start</dt> +<dd><p>If not specified, mean values of the fitted degradation +parameters taken from the mmkin object are used</p></dd> +<dt>correlation</dt> +<dd><p>See the documentation of nlme</p></dd> +<dt>weights</dt> +<dd><p>passed to nlme</p></dd> +<dt>subset</dt> +<dd><p>passed to nlme</p></dd> +<dt>method</dt> +<dd><p>passed to nlme</p></dd> +<dt>na.action</dt> +<dd><p>passed to nlme</p></dd> +<dt>naPattern</dt> +<dd><p>passed to nlme</p></dd> +<dt>control</dt> +<dd><p>passed to nlme</p></dd> +<dt>verbose</dt> +<dd><p>passed to nlme</p></dd> +<dt>x</dt> +<dd><p>An nlme.mmkin object to print</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing</p></dd> +<dt>...</dt> +<dd><p>Update specifications passed to update.nlme</p></dd> +<dt>object</dt> +<dd><p>An nlme.mmkin object to update</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>Upon success, a fitted 'nlme.mmkin' object, which is an nlme object with additional elements. It also inherits from 'mixed.mmkin'.</p> - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - + </div> + <div id="details"> + <h2>Details</h2> <p>Note that the convergence of the nlme algorithms depends on the quality of the data. In degradation kinetics, we often only have few datasets (e.g. data for few soils) and complicated degradation models, which may make it impossible to obtain convergence with nlme.</p> - <h2 class="hasAnchor" id="note"><a class="anchor" href="#note"></a>Note</h2> - - <p>As the object inherits from <a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme::nlme</a>, there is a wealth of + </div> + <div id="note"> + <h2>Note</h2> + <p>As the object inherits from <a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme::nlme</a>, there is a wealth of methods that will automatically work on 'nlme.mmkin' objects, such as -<code><a href='https://rdrr.io/pkg/nlme/man/intervals.html'>nlme::intervals()</a></code>, <code><a href='https://rdrr.io/pkg/nlme/man/anova.lme.html'>nlme::anova.lme()</a></code> and <code><a href='https://rdrr.io/pkg/nlme/man/coef.lme.html'>nlme::coef.lme()</a></code>.</p> - <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2> - - <div class='dont-index'><p><code><a href='nlme_function.html'>nlme_function()</a></code>, <a href='plot.mixed.mmkin.html'>plot.mixed.mmkin</a>, <a href='summary.nlme.mmkin.html'>summary.nlme.mmkin</a></p></div> - - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='va'>ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>experimental_data_for_UBA_2019</span><span class='op'>[</span><span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>]</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>subset</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>[</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"name"</span>, <span class='st'>"time"</span>, <span class='st'>"value"</span><span class='op'>)</span><span class='op'>]</span>, <span class='va'>name</span> <span class='op'>==</span> <span class='st'>"parent"</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>f</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"DFOP"</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, cores <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span> -<span class='kw'><a href='https://rdrr.io/r/base/library.html'>library</a></span><span class='op'>(</span><span class='va'><a href='https://svn.r-project.org/R-packages/trunk/nlme/'>nlme</a></span><span class='op'>)</span> -<span class='va'>f_nlme_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f</span><span class='op'>[</span><span class='st'>"SFO"</span>, <span class='op'>]</span><span class='op'>)</span> - -<span class='co'># \dontrun{</span> - - <span class='va'>f_nlme_dfop</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f</span><span class='op'>[</span><span class='st'>"DFOP"</span>, <span class='op'>]</span><span class='op'>)</span> - <span class='fu'><a href='https://rdrr.io/r/stats/anova.html'>anova</a></span><span class='op'>(</span><span class='va'>f_nlme_sfo</span>, <span class='va'>f_nlme_dfop</span><span class='op'>)</span> -</div><div class='output co'>#> Model df AIC BIC logLik Test L.Ratio p-value -#> f_nlme_sfo 1 5 625.0539 637.5529 -307.5269 -#> f_nlme_dfop 2 9 495.1270 517.6253 -238.5635 1 vs 2 137.9269 <.0001</div><div class='input'> <span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop</span><span class='op'>)</span> -</div><div class='output co'>#> Kinetic nonlinear mixed-effects model fit by maximum likelihood -#> -#> Structural model: -#> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * -#> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time))) -#> * parent -#> -#> Data: -#> 90 observations of 1 variable(s) grouped in 5 datasets -#> -#> Log-likelihood: -238.6 -#> -#> Fixed effects: -#> list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) -#> parent_0 log_k1 log_k2 g_qlogis -#> 94.1702 -1.8002 -4.1474 0.0324 -#> -#> Random effects: -#> Formula: list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) -#> Level: ds -#> Structure: Diagonal -#> parent_0 log_k1 log_k2 g_qlogis Residual -#> StdDev: 2.488 0.8447 1.33 0.4652 2.321 -#> </div><div class='input'> <span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop</span><span class='op'>)</span> -</div><div class='img'><img src='nlme.mmkin-1.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop</span><span class='op'>)</span> -</div><div class='output co'>#> $distimes -#> DT50 DT90 DT50back DT50_k1 DT50_k2 -#> parent 10.79857 100.7937 30.34193 4.193938 43.85443 -#> </div><div class='input'> - <span class='va'>ds_2</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>experimental_data_for_UBA_2019</span><span class='op'>[</span><span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>]</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span> <span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>[</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"name"</span>, <span class='st'>"time"</span>, <span class='st'>"value"</span><span class='op'>)</span><span class='op'>]</span><span class='op'>)</span> - <span class='va'>m_sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, use_of_ff <span class='op'>=</span> <span class='st'>"min"</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - <span class='va'>m_sfo_sfo_ff</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, use_of_ff <span class='op'>=</span> <span class='st'>"max"</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - <span class='va'>m_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - - <span class='va'>f_2</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='st'>"SFO-SFO"</span> <span class='op'>=</span> <span class='va'>m_sfo_sfo</span>, - <span class='st'>"SFO-SFO-ff"</span> <span class='op'>=</span> <span class='va'>m_sfo_sfo_ff</span>, - <span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>m_dfop_sfo</span><span class='op'>)</span>, - <span class='va'>ds_2</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - - <span class='va'>f_nlme_sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_2</span><span class='op'>[</span><span class='st'>"SFO-SFO"</span>, <span class='op'>]</span><span class='op'>)</span> - <span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlme_sfo_sfo</span><span class='op'>)</span> -</div><div class='img'><img src='nlme.mmkin-2.png' alt='' width='700' height='433' /></div><div class='input'> - <span class='co'># With formation fractions this does not coverge with defaults</span> - <span class='co'># f_nlme_sfo_sfo_ff <- nlme(f_2["SFO-SFO-ff", ])</span> - <span class='co'>#plot(f_nlme_sfo_sfo_ff)</span> - - <span class='co'># For the following, we need to increase pnlsMaxIter and the tolerance</span> - <span class='co'># to get convergence</span> - <span class='va'>f_nlme_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_2</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>pnlsMaxIter <span class='op'>=</span> <span class='fl'>120</span>, tolerance <span class='op'>=</span> <span class='fl'>5e-4</span><span class='op'>)</span><span class='op'>)</span> - - <span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop_sfo</span><span class='op'>)</span> -</div><div class='img'><img src='nlme.mmkin-3.png' alt='' width='700' height='433' /></div><div class='input'> - <span class='fu'><a href='https://rdrr.io/r/stats/anova.html'>anova</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop_sfo</span>, <span class='va'>f_nlme_sfo_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> Model df AIC BIC logLik Test L.Ratio p-value -#> f_nlme_dfop_sfo 1 13 843.8547 884.6201 -408.9274 -#> f_nlme_sfo_sfo 2 9 1085.1821 1113.4043 -533.5910 1 vs 2 249.3274 <.0001</div><div class='input'> - <span class='fu'><a href='endpoints.html'>endpoints</a></span><span class='op'>(</span><span class='va'>f_nlme_sfo_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> $ff -#> parent_sink parent_A1 A1_sink -#> 0.5912432 0.4087568 1.0000000 -#> -#> $distimes -#> DT50 DT90 -#> parent 19.13518 63.5657 -#> A1 66.02155 219.3189 -#> </div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> $ff -#> parent_A1 parent_sink -#> 0.2768574 0.7231426 -#> -#> $distimes -#> DT50 DT90 DT50back DT50_k1 DT50_k2 -#> parent 11.07091 104.6320 31.49737 4.462383 46.20825 -#> A1 162.30519 539.1662 NA NA NA -#> </div><div class='input'> - <span class='kw'>if</span> <span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='fu'>findFunction</span><span class='op'>(</span><span class='st'>"varConstProp"</span><span class='op'>)</span><span class='op'>)</span> <span class='op'>></span> <span class='fl'>0</span><span class='op'>)</span> <span class='op'>{</span> <span class='co'># tc error model for nlme available</span> - <span class='co'># Attempts to fit metabolite kinetics with the tc error model are possible,</span> - <span class='co'># but need tweeking of control values and sometimes do not converge</span> - - <span class='va'>f_tc</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"DFOP"</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span><span class='op'>)</span> - <span class='va'>f_nlme_sfo_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_tc</span><span class='op'>[</span><span class='st'>"SFO"</span>, <span class='op'>]</span><span class='op'>)</span> - <span class='va'>f_nlme_dfop_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_tc</span><span class='op'>[</span><span class='st'>"DFOP"</span>, <span class='op'>]</span><span class='op'>)</span> - <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='va'>f_nlme_sfo</span>, <span class='va'>f_nlme_sfo_tc</span>, <span class='va'>f_nlme_dfop</span>, <span class='va'>f_nlme_dfop_tc</span><span class='op'>)</span> - <span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop_tc</span><span class='op'>)</span> - <span class='op'>}</span> -</div><div class='output co'>#> Kinetic nonlinear mixed-effects model fit by maximum likelihood -#> -#> Structural model: -#> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * -#> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time))) -#> * parent -#> -#> Data: -#> 90 observations of 1 variable(s) grouped in 5 datasets -#> -#> Log-likelihood: -238.4 -#> -#> Fixed effects: -#> list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) -#> parent_0 log_k1 log_k2 g_qlogis -#> 94.04774 -1.82340 -4.16716 0.05686 -#> -#> Random effects: -#> Formula: list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) -#> Level: ds -#> Structure: Diagonal -#> parent_0 log_k1 log_k2 g_qlogis Residual -#> StdDev: 2.474 0.85 1.337 0.4659 1 -#> -#> Variance function: -#> Structure: Constant plus proportion of variance covariate -#> Formula: ~fitted(.) -#> Parameter estimates: -#> const prop -#> 2.23223147 0.01262395 </div><div class='input'> - <span class='va'>f_2_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span><span class='op'>(</span><span class='va'>f_2</span>, error_model <span class='op'>=</span> <span class='st'>"obs"</span><span class='op'>)</span> - <span class='va'>f_nlme_sfo_sfo_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_2_obs</span><span class='op'>[</span><span class='st'>"SFO-SFO"</span>, <span class='op'>]</span><span class='op'>)</span> - <span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>f_nlme_sfo_sfo_obs</span><span class='op'>)</span> -</div><div class='output co'>#> Kinetic nonlinear mixed-effects model fit by maximum likelihood -#> -#> Structural model: -#> d_parent/dt = - k_parent_sink * parent - k_parent_A1 * parent -#> d_A1/dt = + k_parent_A1 * parent - k_A1_sink * A1 -#> -#> Data: -#> 170 observations of 2 variable(s) grouped in 5 datasets -#> -#> Log-likelihood: -473 -#> -#> Fixed effects: -#> list(parent_0 ~ 1, log_k_parent_sink ~ 1, log_k_parent_A1 ~ 1, log_k_A1_sink ~ 1) -#> parent_0 log_k_parent_sink log_k_parent_A1 log_k_A1_sink -#> 87.976 -3.670 -4.164 -4.645 -#> -#> Random effects: -#> Formula: list(parent_0 ~ 1, log_k_parent_sink ~ 1, log_k_parent_A1 ~ 1, log_k_A1_sink ~ 1) -#> Level: ds -#> Structure: Diagonal -#> parent_0 log_k_parent_sink log_k_parent_A1 log_k_A1_sink Residual -#> StdDev: 3.992 1.777 1.055 0.4821 6.483 -#> -#> Variance function: -#> Structure: Different standard deviations per stratum -#> Formula: ~1 | name -#> Parameter estimates: -#> parent A1 -#> 1.0000000 0.2049995 </div><div class='input'> <span class='va'>f_nlme_dfop_sfo_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_2_obs</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>pnlsMaxIter <span class='op'>=</span> <span class='fl'>120</span>, tolerance <span class='op'>=</span> <span class='fl'>5e-4</span><span class='op'>)</span><span class='op'>)</span> - - <span class='va'>f_2_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span><span class='op'>(</span><span class='va'>f_2</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span><span class='op'>)</span> - <span class='co'># f_nlme_sfo_sfo_tc <- nlme(f_2_tc["SFO-SFO", ]) # No convergence with 50 iterations</span> - <span class='co'># f_nlme_dfop_sfo_tc <- nlme(f_2_tc["DFOP-SFO", ],</span> - <span class='co'># control = list(pnlsMaxIter = 120, tolerance = 5e-4)) # Error in X[, fmap[[nm]]] <- gradnm</span> +<code><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">nlme::intervals()</a></code>, <code><a href="https://rdrr.io/pkg/nlme/man/anova.lme.html" class="external-link">nlme::anova.lme()</a></code> and <code><a href="https://rdrr.io/pkg/nlme/man/coef.lme.html" class="external-link">nlme::coef.lme()</a></code>.</p> + </div> + <div id="see-also"> + <h2>See also</h2> + <div class="dont-index"><p><code><a href="nlme.html">nlme_function()</a></code>, <a href="plot.mixed.mmkin.html">plot.mixed.mmkin</a>, <a href="summary.nlme.mmkin.html">summary.nlme.mmkin</a></p></div> + </div> - <span class='fu'><a href='https://rdrr.io/r/stats/anova.html'>anova</a></span><span class='op'>(</span><span class='va'>f_nlme_dfop_sfo</span>, <span class='va'>f_nlme_dfop_sfo_obs</span><span class='op'>)</span> -</div><div class='output co'>#> Model df AIC BIC logLik Test L.Ratio -#> f_nlme_dfop_sfo 1 13 843.8547 884.6201 -408.9274 -#> f_nlme_dfop_sfo_obs 2 14 817.5338 861.4350 -394.7669 1 vs 2 28.32091 -#> p-value -#> f_nlme_dfop_sfo -#> f_nlme_dfop_sfo_obs <.0001</div><div class='input'> -<span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span>, <span class="va">name</span> <span class="op">==</span> <span class="st">"parent"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> +<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/" class="external-link">nlme</a></span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_nlme_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_nlme_dfop</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_nlme_sfo</span>, <span class="va">f_nlme_dfop</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Model df AIC BIC logLik Test L.Ratio p-value</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_sfo 1 5 625.0539 637.5529 -307.5269 </span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop 2 9 495.1270 517.6253 -238.5635 1 vs 2 137.9269 <.0001</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_nlme_dfop</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Kinetic nonlinear mixed-effects model fit by maximum likelihood</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Structural model:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *</span> +<span class="r-out co"><span class="r-pr">#></span> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time)))</span> +<span class="r-out co"><span class="r-pr">#></span> * parent</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Data:</span> +<span class="r-out co"><span class="r-pr">#></span> 90 observations of 1 variable(s) grouped in 5 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Log-likelihood: -238.6</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed effects:</span> +<span class="r-out co"><span class="r-pr">#></span> list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) </span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k1 log_k2 g_qlogis </span> +<span class="r-out co"><span class="r-pr">#></span> 94.1702 -1.8002 -4.1474 0.0324 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects:</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)</span> +<span class="r-out co"><span class="r-pr">#></span> Level: ds</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Diagonal</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k1 log_k2 g_qlogis Residual</span> +<span class="r-out co"><span class="r-pr">#></span> StdDev: 2.488 0.8447 1.33 0.4652 2.321</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlme_dfop</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlme.mmkin-1.png" alt="" width="700" height="433"></span> +<span class="r-in"> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">f_nlme_dfop</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_k1 DT50_k2</span> +<span class="r-out co"><span class="r-pr">#></span> parent 10.79857 100.7937 30.34193 4.193938 43.85443</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">ds_2</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">m_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, use_of_ff <span class="op">=</span> <span class="st">"min"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">m_sfo_sfo_ff</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, use_of_ff <span class="op">=</span> <span class="st">"max"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">m_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_2</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">m_sfo_sfo</span>,</span> +<span class="r-in"> <span class="st">"SFO-SFO-ff"</span> <span class="op">=</span> <span class="va">m_sfo_sfo_ff</span>,</span> +<span class="r-in"> <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">m_dfop_sfo</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">ds_2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_nlme_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_2</span><span class="op">[</span><span class="st">"SFO-SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlme_sfo_sfo</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlme.mmkin-2.png" alt="" width="700" height="433"></span> +<span class="r-in"></span> +<span class="r-in"> <span class="co"># With formation fractions this does not coverge with defaults</span></span> +<span class="r-in"> <span class="co"># f_nlme_sfo_sfo_ff <- nlme(f_2["SFO-SFO-ff", ])</span></span> +<span class="r-in"> <span class="co">#plot(f_nlme_sfo_sfo_ff)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="co"># For the following, we need to increase pnlsMaxIter and the tolerance</span></span> +<span class="r-in"> <span class="co"># to get convergence</span></span> +<span class="r-in"> <span class="va">f_nlme_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_2</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>pnlsMaxIter <span class="op">=</span> <span class="fl">120</span>, tolerance <span class="op">=</span> <span class="fl">5e-4</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlme_dfop_sfo</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlme.mmkin-3.png" alt="" width="700" height="433"></span> +<span class="r-in"></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_nlme_dfop_sfo</span>, <span class="va">f_nlme_sfo_sfo</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Model df AIC BIC logLik Test L.Ratio p-value</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop_sfo 1 13 843.8547 884.6201 -408.9274 </span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_sfo_sfo 2 9 1085.1821 1113.4043 -533.5910 1 vs 2 249.3274 <.0001</span> +<span class="r-in"></span> +<span class="r-in"> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">f_nlme_sfo_sfo</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $ff</span> +<span class="r-out co"><span class="r-pr">#></span> parent_sink parent_A1 A1_sink </span> +<span class="r-out co"><span class="r-pr">#></span> 0.5912432 0.4087568 1.0000000 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90</span> +<span class="r-out co"><span class="r-pr">#></span> parent 19.13518 63.5657</span> +<span class="r-out co"><span class="r-pr">#></span> A1 66.02155 219.3189</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">f_nlme_dfop_sfo</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> $ff</span> +<span class="r-out co"><span class="r-pr">#></span> parent_A1 parent_sink </span> +<span class="r-out co"><span class="r-pr">#></span> 0.2768574 0.7231426 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> $distimes</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_k1 DT50_k2</span> +<span class="r-out co"><span class="r-pr">#></span> parent 11.07091 104.6320 31.49737 4.462383 46.20825</span> +<span class="r-out co"><span class="r-pr">#></span> A1 162.30519 539.1662 NA NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-in"></span> +<span class="r-in"> <span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="fu">findFunction</span><span class="op">(</span><span class="st">"varConstProp"</span><span class="op">)</span><span class="op">)</span> <span class="op">></span> <span class="fl">0</span><span class="op">)</span> <span class="op">{</span> <span class="co"># tc error model for nlme available</span></span> +<span class="r-in"> <span class="co"># Attempts to fit metabolite kinetics with the tc error model are possible,</span></span> +<span class="r-in"> <span class="co"># but need tweeking of control values and sometimes do not converge</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_tc</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">f_nlme_sfo_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_tc</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">f_nlme_dfop_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_tc</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_nlme_sfo</span>, <span class="va">f_nlme_sfo_tc</span>, <span class="va">f_nlme_dfop</span>, <span class="va">f_nlme_dfop_tc</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_nlme_dfop_tc</span><span class="op">)</span></span> +<span class="r-in"> <span class="op">}</span></span> +<span class="r-out co"><span class="r-pr">#></span> Kinetic nonlinear mixed-effects model fit by maximum likelihood</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Structural model:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *</span> +<span class="r-out co"><span class="r-pr">#></span> time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time)))</span> +<span class="r-out co"><span class="r-pr">#></span> * parent</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Data:</span> +<span class="r-out co"><span class="r-pr">#></span> 90 observations of 1 variable(s) grouped in 5 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Log-likelihood: -238.4</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed effects:</span> +<span class="r-out co"><span class="r-pr">#></span> list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1) </span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k1 log_k2 g_qlogis </span> +<span class="r-out co"><span class="r-pr">#></span> 94.04774 -1.82340 -4.16716 0.05686 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects:</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: list(parent_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)</span> +<span class="r-out co"><span class="r-pr">#></span> Level: ds</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Diagonal</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k1 log_k2 g_qlogis Residual</span> +<span class="r-out co"><span class="r-pr">#></span> StdDev: 2.474 0.85 1.337 0.4659 1</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Variance function:</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Constant plus proportion of variance covariate</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: ~fitted(.) </span> +<span class="r-out co"><span class="r-pr">#></span> Parameter estimates:</span> +<span class="r-out co"><span class="r-pr">#></span> const prop </span> +<span class="r-out co"><span class="r-pr">#></span> 2.23223147 0.01262395 </span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_2_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">f_2</span>, error_model <span class="op">=</span> <span class="st">"obs"</span><span class="op">)</span></span> +<span class="r-in"> <span class="va">f_nlme_sfo_sfo_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_2_obs</span><span class="op">[</span><span class="st">"SFO-SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_nlme_sfo_sfo_obs</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Kinetic nonlinear mixed-effects model fit by maximum likelihood</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Structural model:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - k_parent_sink * parent - k_parent_A1 * parent</span> +<span class="r-out co"><span class="r-pr">#></span> d_A1/dt = + k_parent_A1 * parent - k_A1_sink * A1</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Data:</span> +<span class="r-out co"><span class="r-pr">#></span> 170 observations of 2 variable(s) grouped in 5 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Log-likelihood: -473</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed effects:</span> +<span class="r-out co"><span class="r-pr">#></span> list(parent_0 ~ 1, log_k_parent_sink ~ 1, log_k_parent_A1 ~ 1, log_k_A1_sink ~ 1) </span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent_sink log_k_parent_A1 log_k_A1_sink </span> +<span class="r-out co"><span class="r-pr">#></span> 87.976 -3.670 -4.164 -4.645 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects:</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: list(parent_0 ~ 1, log_k_parent_sink ~ 1, log_k_parent_A1 ~ 1, log_k_A1_sink ~ 1)</span> +<span class="r-out co"><span class="r-pr">#></span> Level: ds</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Diagonal</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent_sink log_k_parent_A1 log_k_A1_sink Residual</span> +<span class="r-out co"><span class="r-pr">#></span> StdDev: 3.992 1.777 1.055 0.4821 6.483</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Variance function:</span> +<span class="r-out co"><span class="r-pr">#></span> Structure: Different standard deviations per stratum</span> +<span class="r-out co"><span class="r-pr">#></span> Formula: ~1 | name </span> +<span class="r-out co"><span class="r-pr">#></span> Parameter estimates:</span> +<span class="r-out co"><span class="r-pr">#></span> parent A1 </span> +<span class="r-out co"><span class="r-pr">#></span> 1.0000000 0.2049995 </span> +<span class="r-in"> <span class="va">f_nlme_dfop_sfo_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_2_obs</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>pnlsMaxIter <span class="op">=</span> <span class="fl">120</span>, tolerance <span class="op">=</span> <span class="fl">5e-4</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="va">f_2_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">f_2</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span> +<span class="r-in"> <span class="co"># f_nlme_sfo_sfo_tc <- nlme(f_2_tc["SFO-SFO", ]) # No convergence with 50 iterations</span></span> +<span class="r-in"> <span class="co"># f_nlme_dfop_sfo_tc <- nlme(f_2_tc["DFOP-SFO", ],</span></span> +<span class="r-in"> <span class="co"># control = list(pnlsMaxIter = 120, tolerance = 5e-4)) # Error in X[, fmap[[nm]]] <- gradnm</span></span> +<span class="r-in"></span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">f_nlme_dfop_sfo</span>, <span class="va">f_nlme_dfop_sfo_obs</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> Model df AIC BIC logLik Test L.Ratio</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop_sfo 1 13 843.8547 884.6201 -408.9274 </span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop_sfo_obs 2 14 817.5338 861.4350 -394.7669 1 vs 2 28.32091</span> +<span class="r-out co"><span class="r-pr">#></span> p-value</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop_sfo </span> +<span class="r-out co"><span class="r-pr">#></span> f_nlme_dfop_sfo_obs <.0001</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> 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models created from mmkin row objects using the Stochastic Approximation Expectation Maximisation algorithm (SAEM) or First Order Conditional -Estimation with Interaction (FOCEI)." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +Estimation with Interaction (FOCEI)."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script 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collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -90,8 +34,7 @@ Estimation with Interaction (FOCEI)." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -115,12442 +58,13214 @@ Estimation with Interaction (FOCEI)." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Fit nonlinear mixed models using nlmixr</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/nlmixr.R'><code>R/nlmixr.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nlmixr.R" class="external-link"><code>R/nlmixr.R</code></a></small> <div class="hidden name"><code>nlmixr.mmkin.Rd</code></div> </div> <div class="ref-description"> - <p>This function uses <code><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr()</a></code> as a backend for fitting nonlinear mixed -effects models created from <a href='mmkin.html'>mmkin</a> row objects using the Stochastic Approximation + <p>This function uses <code><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr()</a></code> as a backend for fitting nonlinear mixed +effects models created from <a href="mmkin.html">mmkin</a> row objects using the Stochastic Approximation Expectation Maximisation algorithm (SAEM) or First Order Conditional Estimation with Interaction (FOCEI).</p> </div> - <pre class="usage"><span class='co'># S3 method for mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span> - <span class='va'>object</span>, - data <span class='op'>=</span> <span class='cn'>NULL</span>, - est <span class='op'>=</span> <span class='cn'>NULL</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='op'>)</span>, - table <span class='op'>=</span> <span class='fu'>tableControl</span><span class='op'>(</span><span class='op'>)</span>, - error_model <span class='op'>=</span> <span class='va'>object</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span><span class='op'>$</span><span class='va'>err_mod</span>, - test_log_parms <span class='op'>=</span> <span class='cn'>TRUE</span>, - conf.level <span class='op'>=</span> <span class='fl'>0.6</span>, - degparms_start <span class='op'>=</span> <span class='st'>"auto"</span>, - eta_start <span class='op'>=</span> <span class='st'>"auto"</span>, - <span class='va'>...</span>, - save <span class='op'>=</span> <span class='cn'>NULL</span>, - envir <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/sys.parent.html'>parent.frame</a></span><span class='op'>(</span><span class='op'>)</span> -<span class='op'>)</span> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span> + <span class="va">object</span>, + data <span class="op">=</span> <span class="cn">NULL</span>, + est <span class="op">=</span> <span class="cn">NULL</span>, + control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="op">)</span>, + table <span class="op">=</span> <span class="fu">tableControl</span><span class="op">(</span><span class="op">)</span>, + error_model <span class="op">=</span> <span class="va">object</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">err_mod</span>, + test_log_parms <span class="op">=</span> <span class="cn">TRUE</span>, + conf.level <span class="op">=</span> <span class="fl">0.6</span>, + degparms_start <span class="op">=</span> <span class="st">"auto"</span>, + eta_start <span class="op">=</span> <span class="st">"auto"</span>, + <span class="va">...</span>, + save <span class="op">=</span> <span class="cn">NULL</span>, + envir <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/sys.parent.html" class="external-link">parent.frame</a></span><span class="op">(</span><span class="op">)</span> +<span class="op">)</span> -<span class='co'># S3 method for nlmixr.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, <span class='va'>...</span><span class='op'>)</span> +<span class="co"># S3 method for nlmixr.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span> -<span class='fu'>nlmixr_model</span><span class='op'>(</span> - <span class='va'>object</span>, - est <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"saem"</span>, <span class='st'>"focei"</span><span class='op'>)</span>, - degparms_start <span class='op'>=</span> <span class='st'>"auto"</span>, - eta_start <span class='op'>=</span> <span class='st'>"auto"</span>, - test_log_parms <span class='op'>=</span> <span class='cn'>TRUE</span>, - conf.level <span class='op'>=</span> <span class='fl'>0.6</span>, - error_model <span class='op'>=</span> <span class='va'>object</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span><span class='op'>$</span><span class='va'>err_mod</span>, - add_attributes <span class='op'>=</span> <span class='cn'>FALSE</span> -<span class='op'>)</span> +<span class="fu">nlmixr_model</span><span class="op">(</span> + <span class="va">object</span>, + est <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"saem"</span>, <span class="st">"focei"</span><span class="op">)</span>, + degparms_start <span class="op">=</span> <span class="st">"auto"</span>, + eta_start <span class="op">=</span> <span class="st">"auto"</span>, + test_log_parms <span class="op">=</span> <span class="cn">TRUE</span>, + conf.level <span class="op">=</span> <span class="fl">0.6</span>, + error_model <span class="op">=</span> <span class="va">object</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">err_mod</span>, + add_attributes <span class="op">=</span> <span class="cn">FALSE</span> +<span class="op">)</span> -<span class='fu'>nlmixr_data</span><span class='op'>(</span><span class='va'>object</span>, <span class='va'>...</span><span class='op'>)</span></pre> +<span class="fu">nlmixr_data</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>An <a href='mmkin.html'>mmkin</a> row object containing several fits of the same -<a href='mkinmod.html'>mkinmod</a> model to different datasets</p></td> - </tr> - <tr> - <th>data</th> - <td><p>Not used, as the data are extracted from the mmkin row object</p></td> - </tr> - <tr> - <th>est</th> - <td><p>Estimation method passed to <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p></td> - </tr> - <tr> - <th>control</th> - <td><p>Passed to <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p></td> - </tr> - <tr> - <th>table</th> - <td><p>Passed to <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p></td> - </tr> - <tr> - <th>error_model</th> - <td><p>Optional argument to override the error model which is -being set based on the error model used in the mmkin row object.</p></td> - </tr> - <tr> - <th>test_log_parms</th> - <td><p>If TRUE, an attempt is made to use more robust starting + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>An <a href="mmkin.html">mmkin</a> row object containing several fits of the same +<a href="mkinmod.html">mkinmod</a> model to different datasets</p></dd> +<dt>data</dt> +<dd><p>Not used, as the data are extracted from the mmkin row object</p></dd> +<dt>est</dt> +<dd><p>Estimation method passed to <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p></dd> +<dt>control</dt> +<dd><p>Passed to <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p></dd> +<dt>table</dt> +<dd><p>Passed to <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p></dd> +<dt>error_model</dt> +<dd><p>Optional argument to override the error model which is +being set based on the error model used in the mmkin row object.</p></dd> +<dt>test_log_parms</dt> +<dd><p>If TRUE, an attempt is made to use more robust starting values for population parameters fitted as log parameters in mkin (like rate constants) by only considering rate constants that pass the t-test -when calculating mean degradation parameters using <a href='mean_degparms.html'>mean_degparms</a>.</p></td> - </tr> - <tr> - <th>conf.level</th> - <td><p>Possibility to adjust the required confidence level -for parameter that are tested if requested by 'test_log_parms'.</p></td> - </tr> - <tr> - <th>degparms_start</th> - <td><p>Parameter values given as a named numeric vector will -be used to override the starting values obtained from the 'mmkin' object.</p></td> - </tr> - <tr> - <th>eta_start</th> - <td><p>Standard deviations on the transformed scale given as a +when calculating mean degradation parameters using <a href="mean_degparms.html">mean_degparms</a>.</p></dd> +<dt>conf.level</dt> +<dd><p>Possibility to adjust the required confidence level +for parameter that are tested if requested by 'test_log_parms'.</p></dd> +<dt>degparms_start</dt> +<dd><p>Parameter values given as a named numeric vector will +be used to override the starting values obtained from the 'mmkin' object.</p></dd> +<dt>eta_start</dt> +<dd><p>Standard deviations on the transformed scale given as a named numeric vector will be used to override the starting values obtained -from the 'mmkin' object.</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Passed to nlmixr_model</p></td> - </tr> - <tr> - <th>save</th> - <td><p>Passed to <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p></td> - </tr> - <tr> - <th>envir</th> - <td><p>Passed to <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p></td> - </tr> - <tr> - <th>x</th> - <td><p>An nlmixr.mmkin object to print</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing</p></td> - </tr> - <tr> - <th>add_attributes</th> - <td><p>Should the starting values used for degradation model +from the 'mmkin' object.</p></dd> +<dt>...</dt> +<dd><p>Passed to nlmixr_model</p></dd> +<dt>save</dt> +<dd><p>Passed to <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p></dd> +<dt>envir</dt> +<dd><p>Passed to <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p></dd> +<dt>x</dt> +<dd><p>An nlmixr.mmkin object to print</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing</p></dd> +<dt>add_attributes</dt> +<dd><p>Should the starting values used for degradation model parameters and their distribution and for the error model parameters -be returned as attributes?</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - +be returned as attributes?</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>An S3 object of class 'nlmixr.mmkin', containing the fitted -<a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a> object as a list component named 'nm'. The -object also inherits from 'mixed.mmkin'.</p> -<p>An function defining a model suitable for fitting with <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a>.</p> -<p>An dataframe suitable for use with <a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr::nlmixr</a></p> - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - +<a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a> object as a list component named 'nm'. The +object also inherits from 'mixed.mmkin'. +An function defining a model suitable for fitting with <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a>. +An dataframe suitable for use with <a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr::nlmixr</a></p> + </div> + <div id="details"> + <h2>Details</h2> <p>An mmkin row object is essentially a list of mkinfit objects that have been -obtained by fitting the same model to a list of datasets using <a href='mkinfit.html'>mkinfit</a>.</p> - <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2> - - <div class='dont-index'><p><a href='summary.nlmixr.mmkin.html'>summary.nlmixr.mmkin</a> <a href='plot.mixed.mmkin.html'>plot.mixed.mmkin</a></p></div> - - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='co'># \dontrun{</span> -<span class='va'>ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>experimental_data_for_UBA_2019</span><span class='op'>[</span><span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>]</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>subset</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>[</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"name"</span>, <span class='st'>"time"</span>, <span class='st'>"value"</span><span class='op'>)</span><span class='op'>]</span><span class='op'>)</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='st'>"Dataset"</span>, <span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>)</span> - -<span class='va'>f_mmkin_parent</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"FOMC"</span>, <span class='st'>"DFOP"</span>, <span class='st'>"HS"</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, cores <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span> -<span class='va'>f_mmkin_parent_tc</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"FOMC"</span>, <span class='st'>"DFOP"</span><span class='op'>)</span>, <span class='va'>ds</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span>, - cores <span class='op'>=</span> <span class='fl'>1</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - -<span class='kw'><a href='https://rdrr.io/r/base/library.html'>library</a></span><span class='op'>(</span><span class='va'><a href='https://github.com/nlmixrdevelopment/nlmixr'>nlmixr</a></span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'></span> -#> <span class='message'>Attaching package: ‘nlmixr’</span></div><div class='output co'>#> <span class='message'>The following object is masked from ‘package:mkin’:</span> -#> <span class='message'></span> -#> <span class='message'> saem</span></div><div class='input'><span class='va'>f_nlmixr_sfo_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>RxODE 1.1.2 using 8 threads (see ?getRxThreads)</span> -#> <span class='message'> no cache: create with `rxCreateCache()`</span></div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_sfo_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='va'>f_nlmixr_fomc_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_fomc_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='va'>f_nlmixr_dfop_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"DFOP"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_dfop_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"DFOP"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='va'>f_nlmixr_hs_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"HS"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_hs_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"HS"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: using S matrix to calculate covariance, can check sandwich or R matrix with $covRS and $covR</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='va'>f_nlmixr_fomc_saem_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent_tc</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/saemControl.html'>saemControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_fomc_focei_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent_tc</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/foceiControl.html'>foceiControl</a></span><span class='op'>(</span>print <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: parameter estimate near boundary; covariance not calculated:</span> -#> <span class='warning'> "rsd_high" </span> -#> <span class='warning'> use 'getVarCov' to calculate anyway</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate; see $scaleInfo</span></div><div class='input'> -<span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span> - <span class='va'>f_nlmixr_sfo_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_sfo_focei</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_fomc_focei</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_dfop_focei</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_hs_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_hs_focei</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_saem_tc</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_fomc_focei_tc</span><span class='op'>$</span><span class='va'>nm</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> df AIC -#> f_nlmixr_sfo_saem$nm 5 624.9492 -#> f_nlmixr_sfo_focei$nm 5 625.0695 -#> f_nlmixr_fomc_saem$nm 7 463.7577 -#> f_nlmixr_fomc_focei$nm 7 468.0861 -#> f_nlmixr_dfop_saem$nm 9 495.1980 -#> f_nlmixr_dfop_focei$nm 9 495.1072 -#> f_nlmixr_hs_saem$nm 9 531.0689 -#> f_nlmixr_hs_focei$nm 9 545.6728 -#> f_nlmixr_fomc_saem_tc$nm 8 462.1411 -#> f_nlmixr_fomc_focei_tc$nm 8 470.0745</div><div class='input'> -<span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> [1] 468.0781</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"HS"</span>, <span class='op'>]</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> [1] 535.609</div><div class='input'> -<span class='co'># The FOCEI fit of FOMC with constant variance or the tc error model is best</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlmixr_fomc_saem_tc</span><span class='op'>)</span> -</div><div class='img'><img src='nlmixr.mmkin-1.png' alt='' width='700' height='433' /></div><div class='input'> -<span class='va'>sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='va'>fomc_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"FOMC"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='va'>dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> - -<span class='va'>f_mmkin_const</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span> - <span class='st'>"SFO-SFO"</span> <span class='op'>=</span> <span class='va'>sfo_sfo</span>, <span class='st'>"FOMC-SFO"</span> <span class='op'>=</span> <span class='va'>fomc_sfo</span>, <span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, - <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"const"</span><span class='op'>)</span> -<span class='va'>f_mmkin_obs</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span> - <span class='st'>"SFO-SFO"</span> <span class='op'>=</span> <span class='va'>sfo_sfo</span>, <span class='st'>"FOMC-SFO"</span> <span class='op'>=</span> <span class='va'>fomc_sfo</span>, <span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, - <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"obs"</span><span class='op'>)</span> -<span class='va'>f_mmkin_tc</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span> - <span class='st'>"SFO-SFO"</span> <span class='op'>=</span> <span class='va'>sfo_sfo</span>, <span class='st'>"FOMC-SFO"</span> <span class='op'>=</span> <span class='va'>fomc_sfo</span>, <span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, - <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span><span class='op'>)</span> +obtained by fitting the same model to a list of datasets using <a href="mkinfit.html">mkinfit</a>.</p> + </div> + <div id="see-also"> + <h2>See also</h2> + <div class="dont-index"><p><a href="summary.nlmixr.mmkin.html">summary.nlmixr.mmkin</a> <a href="plot.mixed.mmkin.html">plot.mixed.mmkin</a></p></div> + </div> -<span class='fu'>nlmixr_model</span><span class='op'>(</span><span class='va'>f_mmkin_const</span><span class='op'>[</span><span class='st'>"SFO-SFO"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Constant variance for more than one variable is not supported for est = 'saem'</span> -#> <span class='message'>Changing the error model to 'obs' (variance by observed variable)</span></div><div class='output co'>#> function () -#> { -#> ini({ -#> parent_0 = 87 -#> eta.parent_0 ~ 4.2 -#> log_k_parent = -3.2 -#> eta.log_k_parent ~ 1.5 -#> log_k_A1 = -4.6 -#> eta.log_k_A1 ~ 0.56 -#> f_parent_qlogis = -0.33 -#> eta.f_parent_qlogis ~ 1.1 -#> sigma_parent = 4.3 -#> sigma_A1 = 4.3 -#> }) -#> model({ -#> parent_0_model = parent_0 + eta.parent_0 -#> parent(0) = parent_0_model -#> k_parent = exp(log_k_parent + eta.log_k_parent) -#> k_A1 = exp(log_k_A1 + eta.log_k_A1) -#> f_parent_to_A1 = expit(f_parent_qlogis + eta.f_parent_qlogis) -#> d/dt(parent) = -k_parent * parent -#> d/dt(A1) = +f_parent_to_A1 * k_parent * parent - k_A1 * -#> A1 -#> parent ~ add(sigma_parent) -#> A1 ~ add(sigma_A1) -#> }) -#> } -#> <environment: 0x55556675b428></div><div class='input'> -<span class='co'># A single constant variance is currently only possible with est = 'focei' in nlmixr</span> -<span class='va'>f_nlmixr_sfo_sfo_focei_const</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_const</span><span class='op'>[</span><span class='st'>"SFO-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 |log_k_parent | log_k_A1 |f_parent_qlogis | -#> |.....................| sigma | o1 | o2 | o3 | -#> <span style='text-decoration: underline;'>|.....................| o4 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 756.61847 | 1.000 | -0.9694 | -1.000 | -0.9068 | -#> |.....................| -0.8057 | -0.8843 | -0.8798 | -0.8743 | -#> <span style='text-decoration: underline;'>|.....................| -0.8782 |...........|...........|...........|</span> -#> | U| 756.61847 | 87.00 | -3.200 | -4.600 | -0.3300 | -#> |.....................| 4.300 | 0.6985 | 0.9036 | 1.156 | -#> <span style='text-decoration: underline;'>|.....................| 0.9765 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 756.61847</span> | 87.00 | 0.04076 | 0.01005 | 0.4182 | -#> |.....................| 4.300 | 0.6985 | 0.9036 | 1.156 | -#> <span style='text-decoration: underline;'>|.....................| 0.9765 |...........|...........|...........|</span> -#> | G| Gill Diff. | 104.1 | 0.02915 | 0.3320 | 0.4427 | -#> |.....................| -29.46 | 6.499 | 3.260 | -8.158 | -#> <span style='text-decoration: underline;'>|.....................| -5.501 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 4014.8405 | 0.04387 | -0.9697 | -1.003 | -0.9108 | -#> |.....................| -0.5352 | -0.9440 | -0.9098 | -0.7994 | -#> <span style='text-decoration: underline;'>|.....................| -0.8277 |...........|...........|...........|</span> -#> | U| 4014.8405 | 3.817 | -3.200 | -4.603 | -0.3313 | -#> |.....................| 4.882 | 0.6569 | 0.8766 | 1.243 | -#> <span style='text-decoration: underline;'>|.....................| 1.026 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 4014.8405</span> | 3.817 | 0.04075 | 0.01002 | 0.4179 | -#> |.....................| 4.882 | 0.6569 | 0.8766 | 1.243 | -#> <span style='text-decoration: underline;'>|.....................| 1.026 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 784.09766 | 0.9044 | -0.9695 | -1.000 | -0.9072 | -#> |.....................| -0.7786 | -0.8903 | -0.8828 | -0.8668 | -#> <span style='text-decoration: underline;'>|.....................| -0.8732 |...........|...........|...........|</span> -#> | U| 784.09766 | 78.68 | -3.200 | -4.600 | -0.3301 | -#> |.....................| 4.358 | 0.6944 | 0.9009 | 1.165 | -#> <span style='text-decoration: underline;'>|.....................| 0.9814 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 784.09766</span> | 78.68 | 0.04076 | 0.01005 | 0.4182 | -#> |.....................| 4.358 | 0.6944 | 0.9009 | 1.165 | -#> <span style='text-decoration: underline;'>|.....................| 0.9814 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 755.85897 | 0.9864 | -0.9694 | -1.000 | -0.9068 | -#> |.....................| -0.8018 | -0.8852 | -0.8803 | -0.8733 | -#> <span style='text-decoration: underline;'>|.....................| -0.8775 |...........|...........|...........|</span> -#> | U| 755.85897 | 85.82 | -3.200 | -4.600 | -0.3300 | -#> |.....................| 4.308 | 0.6979 | 0.9032 | 1.157 | -#> <span style='text-decoration: underline;'>|.....................| 0.9772 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 755.85897</span> | 85.82 | 0.04076 | 0.01005 | 0.4182 | -#> |.....................| 4.308 | 0.6979 | 0.9032 | 1.157 | -#> <span style='text-decoration: underline;'>|.....................| 0.9772 |...........|...........|...........|</span> -#> | F| Forward Diff. | -10.67 | 0.1182 | 0.2197 | 0.3686 | -#> |.....................| -28.82 | 3.860 | 3.200 | -8.294 | -#> <span style='text-decoration: underline;'>|.....................| -5.254 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 755.50135 | 0.9911 | -0.9695 | -1.000 | -0.9070 | -#> |.....................| -0.7893 | -0.8868 | -0.8816 | -0.8697 | -#> <span style='text-decoration: underline;'>|.....................| -0.8752 |...........|...........|...........|</span> -#> | U| 755.50135 | 86.22 | -3.200 | -4.600 | -0.3301 | -#> |.....................| 4.335 | 0.6968 | 0.9020 | 1.161 | -#> <span style='text-decoration: underline;'>|.....................| 0.9794 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 755.50135</span> | 86.22 | 0.04076 | 0.01005 | 0.4182 | -#> |.....................| 4.335 | 0.6968 | 0.9020 | 1.161 | -#> <span style='text-decoration: underline;'>|.....................| 0.9794 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 755.34910 | 0.9966 | -0.9695 | -1.000 | -0.9072 | -#> |.....................| -0.7744 | -0.8888 | -0.8833 | -0.8654 | -#> <span style='text-decoration: underline;'>|.....................| -0.8725 |...........|...........|...........|</span> -#> | U| 755.3491 | 86.70 | -3.200 | -4.600 | -0.3301 | -#> |.....................| 4.367 | 0.6954 | 0.9005 | 1.166 | -#> <span style='text-decoration: underline;'>|.....................| 0.9820 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 755.3491</span> | 86.70 | 0.04076 | 0.01005 | 0.4182 | -#> |.....................| 4.367 | 0.6954 | 0.9005 | 1.166 | -#> <span style='text-decoration: underline;'>|.....................| 0.9820 |...........|...........|...........|</span> -#> | F| Forward Diff. | 73.92 | 0.04965 | 0.3063 | 0.4373 | -#> |.....................| -23.46 | 5.143 | 2.934 | -7.746 | -#> <span style='text-decoration: underline;'>|.....................| -5.165 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 754.44379 | 0.9831 | -0.9697 | -1.001 | -0.9076 | -#> |.....................| -0.7489 | -0.8930 | -0.8865 | -0.8566 | -#> <span style='text-decoration: underline;'>|.....................| -0.8669 |...........|...........|...........|</span> -#> | U| 754.44379 | 85.53 | -3.200 | -4.601 | -0.3303 | -#> |.....................| 4.422 | 0.6925 | 0.8975 | 1.176 | -#> <span style='text-decoration: underline;'>|.....................| 0.9875 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 754.44379</span> | 85.53 | 0.04075 | 0.01005 | 0.4182 | -#> |.....................| 4.422 | 0.6925 | 0.8975 | 1.176 | -#> <span style='text-decoration: underline;'>|.....................| 0.9875 |...........|...........|...........|</span> -#> | F| Forward Diff. | -36.39 | 0.1354 | 0.1953 | 0.3724 | -#> |.....................| -19.20 | 3.020 | 2.621 | -7.506 | -#> <span style='text-decoration: underline;'>|.....................| -4.671 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 753.82350 | 0.9908 | -0.9699 | -1.001 | -0.9085 | -#> |.....................| -0.7249 | -0.8992 | -0.8910 | -0.8427 | -#> <span style='text-decoration: underline;'>|.....................| -0.8580 |...........|...........|...........|</span> -#> | U| 753.8235 | 86.20 | -3.200 | -4.601 | -0.3306 | -#> |.....................| 4.474 | 0.6881 | 0.8935 | 1.193 | -#> <span style='text-decoration: underline;'>|.....................| 0.9962 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 753.8235</span> | 86.20 | 0.04074 | 0.01004 | 0.4181 | -#> |.....................| 4.474 | 0.6881 | 0.8935 | 1.193 | -#> <span style='text-decoration: underline;'>|.....................| 0.9962 |...........|...........|...........|</span> -#> | F| Forward Diff. | 25.33 | 0.08213 | 0.2542 | 0.4339 | -#> |.....................| -14.89 | 3.322 | 2.230 | -6.934 | -#> <span style='text-decoration: underline;'>|.....................| -4.324 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 753.42397 | 0.9836 | -0.9702 | -1.002 | -0.9101 | -#> |.....................| -0.7094 | -0.9058 | -0.8962 | -0.8215 | -#> <span style='text-decoration: underline;'>|.....................| -0.8457 |...........|...........|...........|</span> -#> | U| 753.42397 | 85.57 | -3.201 | -4.602 | -0.3311 | -#> |.....................| 4.507 | 0.6835 | 0.8888 | 1.217 | -#> <span style='text-decoration: underline;'>|.....................| 1.008 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 753.42397</span> | 85.57 | 0.04073 | 0.01003 | 0.4180 | -#> |.....................| 4.507 | 0.6835 | 0.8888 | 1.217 | -#> <span style='text-decoration: underline;'>|.....................| 1.008 |...........|...........|...........|</span> -#> | F| Forward Diff. | -31.38 | 0.1220 | 0.1752 | 0.4111 | -#> |.....................| -12.58 | 2.402 | 1.769 | -6.044 | -#> <span style='text-decoration: underline;'>|.....................| -3.541 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 753.10125 | 0.9902 | -0.9707 | -1.003 | -0.9128 | -#> |.....................| -0.7033 | -0.9147 | -0.8999 | -0.7966 | -#> <span style='text-decoration: underline;'>|.....................| -0.8328 |...........|...........|...........|</span> -#> | U| 753.10125 | 86.15 | -3.201 | -4.603 | -0.3320 | -#> |.....................| 4.520 | 0.6773 | 0.8855 | 1.246 | -#> <span style='text-decoration: underline;'>|.....................| 1.021 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 753.10125</span> | 86.15 | 0.04071 | 0.01002 | 0.4178 | -#> |.....................| 4.520 | 0.6773 | 0.8855 | 1.246 | -#> <span style='text-decoration: underline;'>|.....................| 1.021 |...........|...........|...........|</span> -#> | F| Forward Diff. | 18.19 | 0.07644 | 0.2005 | 0.4693 | -#> |.....................| -11.34 | 2.660 | 1.470 | -4.866 | -#> <span style='text-decoration: underline;'>|.....................| -2.908 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 752.83558 | 0.9856 | -0.9716 | -1.004 | -0.9194 | -#> |.....................| -0.6931 | -0.9294 | -0.8999 | -0.7740 | -#> <span style='text-decoration: underline;'>|.....................| -0.8246 |...........|...........|...........|</span> -#> | U| 752.83558 | 85.75 | -3.202 | -4.604 | -0.3342 | -#> |.....................| 4.542 | 0.6671 | 0.8855 | 1.272 | -#> <span style='text-decoration: underline;'>|.....................| 1.029 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.83558</span> | 85.75 | 0.04067 | 0.01001 | 0.4172 | -#> |.....................| 4.542 | 0.6671 | 0.8855 | 1.272 | -#> <span style='text-decoration: underline;'>|.....................| 1.029 |...........|...........|...........|</span> -#> | F| Forward Diff. | -17.42 | 0.09700 | 0.1175 | 0.4453 | -#> |.....................| -9.793 | 1.829 | 1.489 | -3.997 | -#> <span style='text-decoration: underline;'>|.....................| -2.337 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 752.64046 | 0.9898 | -0.9731 | -1.005 | -0.9331 | -#> |.....................| -0.6718 | -0.9413 | -0.9101 | -0.7759 | -#> <span style='text-decoration: underline;'>|.....................| -0.8318 |...........|...........|...........|</span> -#> | U| 752.64046 | 86.12 | -3.204 | -4.605 | -0.3387 | -#> |.....................| 4.588 | 0.6587 | 0.8763 | 1.270 | -#> <span style='text-decoration: underline;'>|.....................| 1.022 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.64046</span> | 86.12 | 0.04061 | 0.01000 | 0.4161 | -#> |.....................| 4.588 | 0.6587 | 0.8763 | 1.270 | -#> <span style='text-decoration: underline;'>|.....................| 1.022 |...........|...........|...........|</span> -#> | F| Forward Diff. | 12.96 | 0.06018 | 0.1556 | 0.4415 | -#> |.....................| -6.445 | 1.822 | 0.6282 | -4.092 | -#> <span style='text-decoration: underline;'>|.....................| -2.761 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 752.52461 | 0.9874 | -0.9741 | -1.006 | -0.9430 | -#> |.....................| -0.6755 | -0.9483 | -0.9069 | -0.7553 | -#> <span style='text-decoration: underline;'>|.....................| -0.8127 |...........|...........|...........|</span> -#> | U| 752.52461 | 85.90 | -3.205 | -4.606 | -0.3420 | -#> |.....................| 4.580 | 0.6538 | 0.8792 | 1.294 | -#> <span style='text-decoration: underline;'>|.....................| 1.040 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.52461</span> | 85.90 | 0.04057 | 0.009996 | 0.4153 | -#> |.....................| 4.580 | 0.6538 | 0.8792 | 1.294 | -#> <span style='text-decoration: underline;'>|.....................| 1.040 |...........|...........|...........|</span> -#> | F| Forward Diff. | -5.319 | 0.06758 | 0.1323 | 0.4528 | -#> |.....................| -7.018 | 1.348 | 0.9128 | -3.312 | -#> <span style='text-decoration: underline;'>|.....................| -1.706 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 752.47650 | 0.9920 | -0.9750 | -1.008 | -0.9578 | -#> |.....................| -0.6735 | -0.9481 | -0.9014 | -0.7293 | -#> <span style='text-decoration: underline;'>|.....................| -0.8100 |...........|...........|...........|</span> -#> | U| 752.4765 | 86.30 | -3.206 | -4.608 | -0.3468 | -#> |.....................| 4.584 | 0.6539 | 0.8841 | 1.324 | -#> <span style='text-decoration: underline;'>|.....................| 1.043 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.4765</span> | 86.30 | 0.04054 | 0.009974 | 0.4142 | -#> |.....................| 4.584 | 0.6539 | 0.8841 | 1.324 | -#> <span style='text-decoration: underline;'>|.....................| 1.043 |...........|...........|...........|</span> -#> | F| Forward Diff. | 26.38 | 0.03719 | 0.08701 | 0.4621 | -#> |.....................| -6.642 | 1.808 | 1.401 | -2.463 | -#> <span style='text-decoration: underline;'>|.....................| -1.595 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 752.37074 | 0.9880 | -0.9759 | -1.009 | -0.9778 | -#> |.....................| -0.6665 | -0.9465 | -0.9156 | -0.7192 | -#> <span style='text-decoration: underline;'>|.....................| -0.8239 |...........|...........|...........|</span> -#> | U| 752.37074 | 85.96 | -3.206 | -4.609 | -0.3534 | -#> |.....................| 4.599 | 0.6551 | 0.8713 | 1.335 | -#> <span style='text-decoration: underline;'>|.....................| 1.030 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.37074</span> | 85.96 | 0.04050 | 0.009963 | 0.4125 | -#> |.....................| 4.599 | 0.6551 | 0.8713 | 1.335 | -#> <span style='text-decoration: underline;'>|.....................| 1.030 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.8866 | 0.05090 | -0.01541 | 0.3812 | -#> |.....................| -5.712 | 1.436 | 0.1646 | -2.191 | -#> <span style='text-decoration: underline;'>|.....................| -2.247 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 752.26949 | 0.9921 | -0.9761 | -1.009 | -0.9796 | -#> |.....................| -0.6402 | -0.9531 | -0.9164 | -0.7091 | -#> <span style='text-decoration: underline;'>|.....................| -0.8135 |...........|...........|...........|</span> -#> | U| 752.26949 | 86.31 | -3.207 | -4.609 | -0.3540 | -#> |.....................| 4.656 | 0.6505 | 0.8706 | 1.347 | -#> <span style='text-decoration: underline;'>|.....................| 1.040 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.26949</span> | 86.31 | 0.04049 | 0.009963 | 0.4124 | -#> |.....................| 4.656 | 0.6505 | 0.8706 | 1.347 | -#> <span style='text-decoration: underline;'>|.....................| 1.040 |...........|...........|...........|</span> -#> | F| Forward Diff. | 26.82 | 0.02710 | 0.03892 | 0.4267 | -#> |.....................| -2.005 | 1.500 | 0.1022 | -1.862 | -#> <span style='text-decoration: underline;'>|.....................| -1.773 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 752.20271 | 0.9873 | -0.9768 | -1.006 | -0.9927 | -#> |.....................| -0.6361 | -0.9677 | -0.9007 | -0.7162 | -#> <span style='text-decoration: underline;'>|.....................| -0.7982 |...........|...........|...........|</span> -#> | U| 752.20271 | 85.89 | -3.207 | -4.606 | -0.3584 | -#> |.....................| 4.664 | 0.6403 | 0.8848 | 1.339 | -#> <span style='text-decoration: underline;'>|.....................| 1.055 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.20271</span> | 85.89 | 0.04046 | 0.009992 | 0.4114 | -#> |.....................| 4.664 | 0.6403 | 0.8848 | 1.339 | -#> <span style='text-decoration: underline;'>|.....................| 1.055 |...........|...........|...........|</span> -#> | F| Forward Diff. | -7.259 | 0.05081 | 0.1320 | 0.4166 | -#> |.....................| -1.497 | 0.4663 | 1.471 | -1.984 | -#> <span style='text-decoration: underline;'>|.....................| -0.9590 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 18</span>| 752.16826 | 0.9883 | -0.9778 | -1.006 | -1.005 | -#> |.....................| -0.6437 | -0.9795 | -0.9210 | -0.7076 | -#> <span style='text-decoration: underline;'>|.....................| -0.7873 |...........|...........|...........|</span> -#> | U| 752.16826 | 85.98 | -3.208 | -4.606 | -0.3626 | -#> |.....................| 4.648 | 0.6320 | 0.8664 | 1.349 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.16826</span> | 85.98 | 0.04042 | 0.009989 | 0.4103 | -#> |.....................| 4.648 | 0.6320 | 0.8664 | 1.349 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -1.732 | 0.03428 | 0.1666 | 0.4265 | -#> |.....................| -2.413 | 0.2526 | -0.2557 | -1.689 | -#> <span style='text-decoration: underline;'>|.....................| -0.3553 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 19</span>| 752.25223 | 0.9952 | -0.9788 | -1.010 | -1.023 | -#> |.....................| -0.6370 | -0.9826 | -0.9156 | -0.6853 | -#> <span style='text-decoration: underline;'>|.....................| -0.7912 |...........|...........|...........|</span> -#> | U| 752.25223 | 86.58 | -3.209 | -4.610 | -0.3684 | -#> |.....................| 4.663 | 0.6299 | 0.8713 | 1.374 | -#> <span style='text-decoration: underline;'>|.....................| 1.061 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.25223</span> | 86.58 | 0.04038 | 0.009949 | 0.4089 | -#> |.....................| 4.663 | 0.6299 | 0.8713 | 1.374 | -#> <span style='text-decoration: underline;'>|.....................| 1.061 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 20</span>| 752.18605 | 0.9920 | -0.9778 | -1.007 | -1.006 | -#> |.....................| -0.6387 | -0.9801 | -0.9204 | -0.7040 | -#> <span style='text-decoration: underline;'>|.....................| -0.7866 |...........|...........|...........|</span> -#> | U| 752.18605 | 86.30 | -3.208 | -4.607 | -0.3629 | -#> |.....................| 4.659 | 0.6316 | 0.8669 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.18605</span> | 86.30 | 0.04042 | 0.009985 | 0.4103 | -#> |.....................| 4.659 | 0.6316 | 0.8669 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 21</span>| 752.16428 | 0.9894 | -0.9778 | -1.006 | -1.006 | -#> |.....................| -0.6422 | -0.9797 | -0.9208 | -0.7065 | -#> <span style='text-decoration: underline;'>|.....................| -0.7871 |...........|...........|...........|</span> -#> | U| 752.16428 | 86.08 | -3.208 | -4.606 | -0.3627 | -#> |.....................| 4.651 | 0.6319 | 0.8666 | 1.350 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.16428</span> | 86.08 | 0.04042 | 0.009988 | 0.4103 | -#> |.....................| 4.651 | 0.6319 | 0.8666 | 1.350 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 5.144 | 0.02886 | 0.1726 | 0.4333 | -#> |.....................| -2.192 | 0.3285 | -0.2407 | -1.661 | -#> <span style='text-decoration: underline;'>|.....................| -0.3568 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 22</span>| 752.15919 | 0.9884 | -0.9779 | -1.007 | -1.007 | -#> |.....................| -0.6420 | -0.9798 | -0.9206 | -0.7051 | -#> <span style='text-decoration: underline;'>|.....................| -0.7874 |...........|...........|...........|</span> -#> | U| 752.15919 | 85.99 | -3.208 | -4.607 | -0.3630 | -#> |.....................| 4.652 | 0.6319 | 0.8668 | 1.352 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.15919</span> | 85.99 | 0.04042 | 0.009985 | 0.4102 | -#> |.....................| 4.652 | 0.6319 | 0.8668 | 1.352 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -1.486 | 0.03361 | 0.1549 | 0.4244 | -#> |.....................| -2.177 | 0.2364 | -0.2213 | -1.616 | -#> <span style='text-decoration: underline;'>|.....................| -0.3570 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 23</span>| 752.15545 | 0.9894 | -0.9779 | -1.007 | -1.007 | -#> |.....................| -0.6405 | -0.9799 | -0.9204 | -0.7040 | -#> <span style='text-decoration: underline;'>|.....................| -0.7872 |...........|...........|...........|</span> -#> | U| 752.15545 | 86.07 | -3.208 | -4.607 | -0.3631 | -#> |.....................| 4.655 | 0.6318 | 0.8669 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.15545</span> | 86.07 | 0.04042 | 0.009984 | 0.4102 | -#> |.....................| 4.655 | 0.6318 | 0.8669 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 4.936 | 0.02854 | 0.1600 | 0.4306 | -#> |.....................| -1.962 | 0.3065 | -0.2063 | -1.586 | -#> <span style='text-decoration: underline;'>|.....................| -0.3570 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 24</span>| 752.15077 | 0.9884 | -0.9779 | -1.007 | -1.008 | -#> |.....................| -0.6403 | -0.9800 | -0.9202 | -0.7026 | -#> <span style='text-decoration: underline;'>|.....................| -0.7875 |...........|...........|...........|</span> -#> | U| 752.15077 | 85.99 | -3.209 | -4.607 | -0.3635 | -#> |.....................| 4.656 | 0.6317 | 0.8672 | 1.355 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.15077</span> | 85.99 | 0.04042 | 0.009981 | 0.4101 | -#> |.....................| 4.656 | 0.6317 | 0.8672 | 1.355 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -1.303 | 0.03292 | 0.1430 | 0.4220 | -#> |.....................| -1.955 | 0.2207 | -0.1874 | -1.542 | -#> <span style='text-decoration: underline;'>|.....................| -0.3581 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 25</span>| 752.14731 | 0.9893 | -0.9780 | -1.007 | -1.009 | -#> |.....................| -0.6389 | -0.9801 | -0.9200 | -0.7014 | -#> <span style='text-decoration: underline;'>|.....................| -0.7873 |...........|...........|...........|</span> -#> | U| 752.14731 | 86.07 | -3.209 | -4.607 | -0.3637 | -#> |.....................| 4.659 | 0.6316 | 0.8673 | 1.356 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.14731</span> | 86.07 | 0.04042 | 0.009980 | 0.4101 | -#> |.....................| 4.659 | 0.6316 | 0.8673 | 1.356 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 4.764 | 0.02806 | 0.1473 | 0.4277 | -#> |.....................| -1.749 | 0.2865 | -0.1727 | -1.510 | -#> <span style='text-decoration: underline;'>|.....................| -0.3572 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 26</span>| 752.14299 | 0.9884 | -0.9780 | -1.007 | -1.010 | -#> |.....................| -0.6388 | -0.9801 | -0.9198 | -0.7000 | -#> <span style='text-decoration: underline;'>|.....................| -0.7876 |...........|...........|...........|</span> -#> | U| 752.14299 | 85.99 | -3.209 | -4.607 | -0.3641 | -#> |.....................| 4.659 | 0.6316 | 0.8675 | 1.358 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.14299</span> | 85.99 | 0.04041 | 0.009978 | 0.4100 | -#> |.....................| 4.659 | 0.6316 | 0.8675 | 1.358 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -1.130 | 0.03192 | 0.1311 | 0.4194 | -#> |.....................| -1.750 | 0.2064 | -0.1542 | -1.466 | -#> <span style='text-decoration: underline;'>|.....................| -0.3587 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 27</span>| 752.13982 | 0.9893 | -0.9781 | -1.008 | -1.010 | -#> |.....................| -0.6374 | -0.9803 | -0.9196 | -0.6987 | -#> <span style='text-decoration: underline;'>|.....................| -0.7873 |...........|...........|...........|</span> -#> | U| 752.13982 | 86.07 | -3.209 | -4.608 | -0.3642 | -#> |.....................| 4.662 | 0.6315 | 0.8676 | 1.359 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.13982</span> | 86.07 | 0.04041 | 0.009977 | 0.4099 | -#> |.....................| 4.662 | 0.6315 | 0.8676 | 1.359 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 4.635 | 0.02760 | 0.1350 | 0.4248 | -#> |.....................| -1.550 | 0.2683 | -0.1407 | -1.433 | -#> <span style='text-decoration: underline;'>|.....................| -0.3557 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 28</span>| 752.13580 | 0.9884 | -0.9782 | -1.008 | -1.012 | -#> |.....................| -0.6373 | -0.9803 | -0.9194 | -0.6973 | -#> <span style='text-decoration: underline;'>|.....................| -0.7876 |...........|...........|...........|</span> -#> | U| 752.1358 | 85.99 | -3.209 | -4.608 | -0.3647 | -#> |.....................| 4.662 | 0.6315 | 0.8678 | 1.361 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.1358</span> | 85.99 | 0.04041 | 0.009975 | 0.4098 | -#> |.....................| 4.662 | 0.6315 | 0.8678 | 1.361 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.9657 | 0.03147 | 0.1207 | 0.4166 | -#> |.....................| -1.557 | 0.1931 | -0.1227 | -1.391 | -#> <span style='text-decoration: underline;'>|.....................| -0.3574 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 29</span>| 752.13295 | 0.9893 | -0.9782 | -1.008 | -1.012 | -#> |.....................| -0.6359 | -0.9805 | -0.9193 | -0.6961 | -#> <span style='text-decoration: underline;'>|.....................| -0.7873 |...........|...........|...........|</span> -#> | U| 752.13295 | 86.07 | -3.209 | -4.608 | -0.3648 | -#> |.....................| 4.665 | 0.6314 | 0.8679 | 1.362 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.13295</span> | 86.07 | 0.04041 | 0.009973 | 0.4098 | -#> |.....................| 4.665 | 0.6314 | 0.8679 | 1.362 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 4.554 | 0.02702 | 0.1245 | 0.4220 | -#> |.....................| -1.357 | 0.2511 | -0.1114 | -1.356 | -#> <span style='text-decoration: underline;'>|.....................| -0.3512 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 30</span>| 752.12919 | 0.9885 | -0.9783 | -1.008 | -1.014 | -#> |.....................| -0.6359 | -0.9804 | -0.9191 | -0.6947 | -#> <span style='text-decoration: underline;'>|.....................| -0.7876 |...........|...........|...........|</span> -#> | U| 752.12919 | 86.00 | -3.209 | -4.608 | -0.3653 | -#> |.....................| 4.665 | 0.6314 | 0.8681 | 1.364 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.12919</span> | 86.00 | 0.04040 | 0.009972 | 0.4097 | -#> |.....................| 4.665 | 0.6314 | 0.8681 | 1.364 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.8077 | 0.03076 | 0.1104 | 0.4140 | -#> |.....................| -1.370 | 0.1799 | -0.09417 | -1.307 | -#> <span style='text-decoration: underline;'>|.....................| -0.3529 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 31</span>| 752.12656 | 0.9893 | -0.9783 | -1.008 | -1.014 | -#> |.....................| -0.6345 | -0.9806 | -0.9190 | -0.6934 | -#> <span style='text-decoration: underline;'>|.....................| -0.7872 |...........|...........|...........|</span> -#> | U| 752.12656 | 86.07 | -3.209 | -4.608 | -0.3654 | -#> |.....................| 4.668 | 0.6313 | 0.8682 | 1.365 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.12656</span> | 86.07 | 0.04040 | 0.009970 | 0.4096 | -#> |.....................| 4.668 | 0.6313 | 0.8682 | 1.365 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 4.375 | 0.02651 | 0.1140 | 0.4191 | -#> |.....................| -1.173 | 0.2330 | -0.08481 | -1.281 | -#> <span style='text-decoration: underline;'>|.....................| -0.3435 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 32</span>| 752.12310 | 0.9885 | -0.9784 | -1.008 | -1.016 | -#> |.....................| -0.6345 | -0.9806 | -0.9188 | -0.6922 | -#> <span style='text-decoration: underline;'>|.....................| -0.7875 |...........|...........|...........|</span> -#> | U| 752.1231 | 86.00 | -3.209 | -4.608 | -0.3659 | -#> |.....................| 4.668 | 0.6313 | 0.8684 | 1.367 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.1231</span> | 86.00 | 0.04040 | 0.009969 | 0.4095 | -#> |.....................| 4.668 | 0.6313 | 0.8684 | 1.367 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.6515 | 0.02994 | 0.1012 | 0.4113 | -#> |.....................| -1.192 | 0.1669 | -0.06829 | -1.233 | -#> <span style='text-decoration: underline;'>|.....................| -0.3455 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 33</span>| 752.12055 | 0.9892 | -0.9784 | -1.008 | -1.016 | -#> |.....................| -0.6332 | -0.9808 | -0.9187 | -0.6908 | -#> <span style='text-decoration: underline;'>|.....................| -0.7871 |...........|...........|...........|</span> -#> | U| 752.12055 | 86.06 | -3.209 | -4.608 | -0.3661 | -#> |.....................| 4.671 | 0.6312 | 0.8685 | 1.368 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.12055</span> | 86.06 | 0.04040 | 0.009968 | 0.4095 | -#> |.....................| 4.671 | 0.6312 | 0.8685 | 1.368 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.998 | 0.02610 | 0.1041 | 0.4159 | -#> |.....................| -1.002 | 0.2127 | -0.06061 | -1.206 | -#> <span style='text-decoration: underline;'>|.....................| -0.3333 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 34</span>| 752.11747 | 0.9885 | -0.9785 | -1.009 | -1.018 | -#> |.....................| -0.6332 | -0.9807 | -0.9185 | -0.6896 | -#> <span style='text-decoration: underline;'>|.....................| -0.7874 |...........|...........|...........|</span> -#> | U| 752.11747 | 86.00 | -3.209 | -4.609 | -0.3666 | -#> |.....................| 4.671 | 0.6312 | 0.8687 | 1.370 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.11747</span> | 86.00 | 0.04039 | 0.009966 | 0.4094 | -#> |.....................| 4.671 | 0.6312 | 0.8687 | 1.370 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.5772 | 0.02918 | 0.09258 | 0.4085 | -#> |.....................| -1.024 | 0.1535 | -0.04467 | -1.159 | -#> <span style='text-decoration: underline;'>|.....................| -0.3360 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 35</span>| 752.11522 | 0.9892 | -0.9785 | -1.009 | -1.018 | -#> |.....................| -0.6319 | -0.9809 | -0.9185 | -0.6881 | -#> <span style='text-decoration: underline;'>|.....................| -0.7870 |...........|...........|...........|</span> -#> | U| 752.11522 | 86.06 | -3.209 | -4.609 | -0.3668 | -#> |.....................| 4.674 | 0.6311 | 0.8687 | 1.371 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.11522</span> | 86.06 | 0.04039 | 0.009965 | 0.4093 | -#> |.....................| 4.674 | 0.6311 | 0.8687 | 1.371 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.959 | 0.02535 | 0.09612 | 0.4130 | -#> |.....................| -0.8451 | 0.1980 | -0.03883 | -1.121 | -#> <span style='text-decoration: underline;'>|.....................| -0.3219 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 36</span>| 752.11234 | 0.9885 | -0.9786 | -1.009 | -1.020 | -#> |.....................| -0.6320 | -0.9808 | -0.9183 | -0.6870 | -#> <span style='text-decoration: underline;'>|.....................| -0.7872 |...........|...........|...........|</span> -#> | U| 752.11234 | 86.00 | -3.209 | -4.609 | -0.3673 | -#> |.....................| 4.673 | 0.6311 | 0.8689 | 1.373 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.11234</span> | 86.00 | 0.04039 | 0.009964 | 0.4092 | -#> |.....................| 4.673 | 0.6311 | 0.8689 | 1.373 | -#> <span style='text-decoration: underline;'>|.....................| 1.065 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.5042 | 0.02791 | 0.08363 | 0.4056 | -#> |.....................| -0.8741 | 0.1402 | -0.02542 | -1.088 | -#> <span style='text-decoration: underline;'>|.....................| -0.3257 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 37</span>| 752.11033 | 0.9892 | -0.9787 | -1.009 | -1.020 | -#> |.....................| -0.6308 | -0.9810 | -0.9182 | -0.6855 | -#> <span style='text-decoration: underline;'>|.....................| -0.7868 |...........|...........|...........|</span> -#> | U| 752.11033 | 86.06 | -3.209 | -4.609 | -0.3675 | -#> |.....................| 4.676 | 0.6310 | 0.8689 | 1.374 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.11033</span> | 86.06 | 0.04039 | 0.009963 | 0.4091 | -#> |.....................| 4.676 | 0.6310 | 0.8689 | 1.374 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.874 | 0.02465 | 0.08719 | 0.4100 | -#> |.....................| -0.7032 | 0.1835 | -0.01978 | -1.047 | -#> <span style='text-decoration: underline;'>|.....................| -0.3084 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 38</span>| 752.10764 | 0.9885 | -0.9787 | -1.009 | -1.022 | -#> |.....................| -0.6309 | -0.9810 | -0.9181 | -0.6844 | -#> <span style='text-decoration: underline;'>|.....................| -0.7870 |...........|...........|...........|</span> -#> | U| 752.10764 | 86.00 | -3.209 | -4.609 | -0.3681 | -#> |.....................| 4.676 | 0.6310 | 0.8691 | 1.376 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.10764</span> | 86.00 | 0.04038 | 0.009962 | 0.4090 | -#> |.....................| 4.676 | 0.6310 | 0.8691 | 1.376 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.4131 | 0.02699 | 0.07721 | 0.4026 | -#> |.....................| -0.7354 | 0.1282 | -0.007503 | -1.011 | -#> <span style='text-decoration: underline;'>|.....................| -0.3125 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 39</span>| 752.10572 | 0.9892 | -0.9788 | -1.009 | -1.023 | -#> |.....................| -0.6298 | -0.9812 | -0.9181 | -0.6829 | -#> <span style='text-decoration: underline;'>|.....................| -0.7865 |...........|...........|...........|</span> -#> | U| 752.10572 | 86.06 | -3.209 | -4.609 | -0.3683 | -#> |.....................| 4.678 | 0.6309 | 0.8691 | 1.377 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.10572</span> | 86.06 | 0.04038 | 0.009960 | 0.4090 | -#> |.....................| 4.678 | 0.6309 | 0.8691 | 1.377 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.580 | 0.02411 | 0.07834 | 0.4067 | -#> |.....................| -0.5755 | 0.1666 | -0.003596 | -0.9604 | -#> <span style='text-decoration: underline;'>|.....................| -0.2924 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 40</span>| 752.10333 | 0.9885 | -0.9789 | -1.009 | -1.024 | -#> |.....................| -0.6300 | -0.9811 | -0.9179 | -0.6819 | -#> <span style='text-decoration: underline;'>|.....................| -0.7867 |...........|...........|...........|</span> -#> | U| 752.10333 | 86.00 | -3.209 | -4.609 | -0.3688 | -#> |.....................| 4.678 | 0.6309 | 0.8692 | 1.378 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.10333</span> | 86.00 | 0.04038 | 0.009959 | 0.4088 | -#> |.....................| 4.678 | 0.6309 | 0.8692 | 1.378 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.3772 | 0.02648 | 0.06875 | 0.3997 | -#> |.....................| -0.6082 | 0.1162 | 0.008208 | -0.9328 | -#> <span style='text-decoration: underline;'>|.....................| -0.2962 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 41</span>| 752.10169 | 0.9892 | -0.9789 | -1.009 | -1.025 | -#> |.....................| -0.6289 | -0.9813 | -0.9179 | -0.6803 | -#> <span style='text-decoration: underline;'>|.....................| -0.7862 |...........|...........|...........|</span> -#> | U| 752.10169 | 86.06 | -3.209 | -4.609 | -0.3691 | -#> |.....................| 4.680 | 0.6308 | 0.8692 | 1.380 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.10169</span> | 86.06 | 0.04038 | 0.009958 | 0.4088 | -#> |.....................| 4.680 | 0.6308 | 0.8692 | 1.380 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.644 | 0.02338 | 0.07127 | 0.4037 | -#> |.....................| -0.4618 | 0.1554 | 0.009391 | -0.8908 | -#> <span style='text-decoration: underline;'>|.....................| -0.2755 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 42</span>| 752.09938 | 0.9886 | -0.9790 | -1.009 | -1.027 | -#> |.....................| -0.6291 | -0.9812 | -0.9178 | -0.6794 | -#> <span style='text-decoration: underline;'>|.....................| -0.7864 |...........|...........|...........|</span> -#> | U| 752.09938 | 86.00 | -3.210 | -4.609 | -0.3697 | -#> |.....................| 4.680 | 0.6308 | 0.8693 | 1.381 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.09938</span> | 86.00 | 0.04037 | 0.009958 | 0.4086 | -#> |.....................| 4.680 | 0.6308 | 0.8693 | 1.381 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.2627 | 0.02548 | 0.06256 | 0.3967 | -#> |.....................| -0.4955 | 0.1055 | 0.02027 | -0.8653 | -#> <span style='text-decoration: underline;'>|.....................| -0.2789 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 43</span>| 752.09757 | 0.9890 | -0.9791 | -1.010 | -1.028 | -#> |.....................| -0.6281 | -0.9814 | -0.9178 | -0.6778 | -#> <span style='text-decoration: underline;'>|.....................| -0.7859 |...........|...........|...........|</span> -#> | U| 752.09757 | 86.05 | -3.210 | -4.610 | -0.3699 | -#> |.....................| 4.682 | 0.6307 | 0.8693 | 1.383 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.09757</span> | 86.05 | 0.04037 | 0.009956 | 0.4086 | -#> |.....................| 4.682 | 0.6307 | 0.8693 | 1.383 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | F| Forward Diff. | 2.867 | 0.02296 | 0.06369 | 0.3997 | -#> |.....................| -0.3645 | 0.1327 | 0.01894 | -0.8216 | -#> <span style='text-decoration: underline;'>|.....................| -0.2549 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 44</span>| 752.09570 | 0.9886 | -0.9791 | -1.010 | -1.030 | -#> |.....................| -0.6283 | -0.9814 | -0.9177 | -0.6770 | -#> <span style='text-decoration: underline;'>|.....................| -0.7861 |...........|...........|...........|</span> -#> | U| 752.0957 | 86.00 | -3.210 | -4.610 | -0.3705 | -#> |.....................| 4.681 | 0.6307 | 0.8694 | 1.384 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.0957</span> | 86.00 | 0.04037 | 0.009956 | 0.4084 | -#> |.....................| 4.681 | 0.6307 | 0.8694 | 1.384 | -#> <span style='text-decoration: underline;'>|.....................| 1.066 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.2846 | 0.02474 | 0.05675 | 0.3935 | -#> |.....................| -0.3960 | 0.09353 | 0.02976 | -0.7961 | -#> <span style='text-decoration: underline;'>|.....................| -0.2595 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 45</span>| 752.09434 | 0.9891 | -0.9792 | -1.010 | -1.030 | -#> |.....................| -0.6275 | -0.9816 | -0.9177 | -0.6754 | -#> <span style='text-decoration: underline;'>|.....................| -0.7856 |...........|...........|...........|</span> -#> | U| 752.09434 | 86.05 | -3.210 | -4.610 | -0.3708 | -#> |.....................| 4.683 | 0.6306 | 0.8694 | 1.386 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.09434</span> | 86.05 | 0.04037 | 0.009955 | 0.4083 | -#> |.....................| 4.683 | 0.6306 | 0.8694 | 1.386 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.348 | 0.02147 | 0.05816 | 0.3967 | -#> |.....................| -0.2833 | 0.1286 | 0.02562 | -0.7529 | -#> <span style='text-decoration: underline;'>|.....................| -0.2380 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 46</span>| 752.09236 | 0.9886 | -0.9793 | -1.010 | -1.032 | -#> |.....................| -0.6277 | -0.9815 | -0.9176 | -0.6746 | -#> <span style='text-decoration: underline;'>|.....................| -0.7858 |...........|...........|...........|</span> -#> | U| 752.09236 | 86.01 | -3.210 | -4.610 | -0.3715 | -#> |.....................| 4.683 | 0.6306 | 0.8695 | 1.387 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.09236</span> | 86.01 | 0.04036 | 0.009954 | 0.4082 | -#> |.....................| 4.683 | 0.6306 | 0.8695 | 1.387 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.1856 | 0.02378 | 0.05144 | 0.3902 | -#> |.....................| -0.3147 | 0.08386 | 0.03545 | -0.7433 | -#> <span style='text-decoration: underline;'>|.....................| -0.2408 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 47</span>| 752.09077 | 0.9890 | -0.9793 | -1.010 | -1.033 | -#> |.....................| -0.6269 | -0.9817 | -0.9177 | -0.6729 | -#> <span style='text-decoration: underline;'>|.....................| -0.7852 |...........|...........|...........|</span> -#> | U| 752.09077 | 86.04 | -3.210 | -4.610 | -0.3717 | -#> |.....................| 4.684 | 0.6305 | 0.8694 | 1.389 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.09077</span> | 86.04 | 0.04036 | 0.009953 | 0.4081 | -#> |.....................| 4.684 | 0.6305 | 0.8694 | 1.389 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 48</span>| 752.08937 | 0.9892 | -0.9795 | -1.010 | -1.036 | -#> |.....................| -0.6267 | -0.9818 | -0.9176 | -0.6714 | -#> <span style='text-decoration: underline;'>|.....................| -0.7852 |...........|...........|...........|</span> -#> | U| 752.08937 | 86.06 | -3.210 | -4.610 | -0.3725 | -#> |.....................| 4.685 | 0.6304 | 0.8695 | 1.391 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.08937</span> | 86.06 | 0.04036 | 0.009952 | 0.4079 | -#> |.....................| 4.685 | 0.6304 | 0.8695 | 1.391 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | F| Forward Diff. | 3.945 | 0.01952 | 0.05064 | 0.3906 | -#> |.....................| -0.1866 | 0.1233 | 0.03740 | -0.6554 | -#> <span style='text-decoration: underline;'>|.....................| -0.2138 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 49</span>| 752.08593 | 0.9886 | -0.9796 | -1.010 | -1.040 | -#> |.....................| -0.6271 | -0.9817 | -0.9174 | -0.6701 | -#> <span style='text-decoration: underline;'>|.....................| -0.7856 |...........|...........|...........|</span> -#> | U| 752.08593 | 86.01 | -3.210 | -4.610 | -0.3740 | -#> |.....................| 4.684 | 0.6305 | 0.8697 | 1.392 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.08593</span> | 86.01 | 0.04035 | 0.009951 | 0.4076 | -#> |.....................| 4.684 | 0.6305 | 0.8697 | 1.392 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | F| Forward Diff. | -0.04707 | 0.02143 | 0.04311 | 0.3795 | -#> |.....................| -0.2514 | 0.07631 | 0.05739 | -0.6184 | -#> <span style='text-decoration: underline;'>|.....................| -0.2313 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 50</span>| 752.08243 | 0.9889 | -0.9798 | -1.010 | -1.042 | -#> |.....................| -0.6256 | -0.9821 | -0.9177 | -0.6665 | -#> <span style='text-decoration: underline;'>|.....................| -0.7842 |...........|...........|...........|</span> -#> | U| 752.08243 | 86.03 | -3.210 | -4.610 | -0.3748 | -#> |.....................| 4.687 | 0.6302 | 0.8694 | 1.396 | -#> <span style='text-decoration: underline;'>|.....................| 1.068 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.08243</span> | 86.03 | 0.04034 | 0.009949 | 0.4074 | -#> |.....................| 4.687 | 0.6302 | 0.8694 | 1.396 | -#> <span style='text-decoration: underline;'>|.....................| 1.068 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 51</span>| 752.07616 | 0.9895 | -0.9803 | -1.011 | -1.054 | -#> |.....................| -0.6231 | -0.9827 | -0.9181 | -0.6582 | -#> <span style='text-decoration: underline;'>|.....................| -0.7817 |...........|...........|...........|</span> -#> | U| 752.07616 | 86.08 | -3.211 | -4.611 | -0.3786 | -#> |.....................| 4.693 | 0.6298 | 0.8690 | 1.406 | -#> <span style='text-decoration: underline;'>|.....................| 1.071 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.07616</span> | 86.08 | 0.04032 | 0.009942 | 0.4065 | -#> |.....................| 4.693 | 0.6298 | 0.8690 | 1.406 | -#> <span style='text-decoration: underline;'>|.....................| 1.071 |...........|...........|...........|</span> -#> | F| Forward Diff. | 5.128 | 0.01286 | 0.03023 | 0.3726 | -#> |.....................| 0.2708 | 0.07184 | -0.02487 | -0.2959 | -#> <span style='text-decoration: underline;'>|.....................| -0.03882 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 52</span>| 752.06706 | 0.9888 | -0.9810 | -1.011 | -1.073 | -#> |.....................| -0.6241 | -0.9834 | -0.9174 | -0.6562 | -#> <span style='text-decoration: underline;'>|.....................| -0.7830 |...........|...........|...........|</span> -#> | U| 752.06706 | 86.03 | -3.212 | -4.611 | -0.3848 | -#> |.....................| 4.690 | 0.6293 | 0.8696 | 1.408 | -#> <span style='text-decoration: underline;'>|.....................| 1.069 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.06706</span> | 86.03 | 0.04030 | 0.009938 | 0.4050 | -#> |.....................| 4.690 | 0.6293 | 0.8696 | 1.408 | -#> <span style='text-decoration: underline;'>|.....................| 1.069 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 53</span>| 752.05726 | 0.9892 | -0.9821 | -1.012 | -1.106 | -#> |.....................| -0.6257 | -0.9847 | -0.9162 | -0.6528 | -#> <span style='text-decoration: underline;'>|.....................| -0.7853 |...........|...........|...........|</span> -#> | U| 752.05726 | 86.06 | -3.213 | -4.612 | -0.3958 | -#> |.....................| 4.687 | 0.6284 | 0.8707 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.05726</span> | 86.06 | 0.04025 | 0.009929 | 0.4023 | -#> |.....................| 4.687 | 0.6284 | 0.8707 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.067 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 54</span>| 752.04392 | 0.9898 | -0.9854 | -1.015 | -1.200 | -#> |.....................| -0.6305 | -0.9883 | -0.9128 | -0.6430 | -#> <span style='text-decoration: underline;'>|.....................| -0.7918 |...........|...........|...........|</span> -#> | U| 752.04392 | 86.11 | -3.216 | -4.615 | -0.4269 | -#> |.....................| 4.677 | 0.6259 | 0.8738 | 1.423 | -#> <span style='text-decoration: underline;'>|.....................| 1.061 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.04392</span> | 86.11 | 0.04012 | 0.009906 | 0.3949 | -#> |.....................| 4.677 | 0.6259 | 0.8738 | 1.423 | -#> <span style='text-decoration: underline;'>|.....................| 1.061 |...........|...........|...........|</span> -#> | F| Forward Diff. | 5.566 | -0.02004 | 0.02472 | 0.1678 | -#> |.....................| -0.6767 | -0.003606 | 0.4773 | 0.08205 | -#> <span style='text-decoration: underline;'>|.....................| -0.6933 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 55</span>| 752.05860 | 0.9880 | -0.9900 | -1.027 | -1.486 | -#> |.....................| -0.6186 | -0.9338 | -0.9168 | -0.6653 | -#> <span style='text-decoration: underline;'>|.....................| -0.7443 |...........|...........|...........|</span> -#> | U| 752.0586 | 85.96 | -3.221 | -4.627 | -0.5212 | -#> |.....................| 4.702 | 0.6640 | 0.8702 | 1.398 | -#> <span style='text-decoration: underline;'>|.....................| 1.107 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.0586</span> | 85.96 | 0.03993 | 0.009780 | 0.3726 | -#> |.....................| 4.702 | 0.6640 | 0.8702 | 1.398 | -#> <span style='text-decoration: underline;'>|.....................| 1.107 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 56</span>| 752.02137 | 0.9885 | -0.9874 | -1.020 | -1.325 | -#> |.....................| -0.6252 | -0.9645 | -0.9146 | -0.6528 | -#> <span style='text-decoration: underline;'>|.....................| -0.7710 |...........|...........|...........|</span> -#> | U| 752.02137 | 86.00 | -3.218 | -4.620 | -0.4681 | -#> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.081 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.02137</span> | 86.00 | 0.04004 | 0.009850 | 0.3851 | -#> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.081 |...........|...........|...........|</span> -#> | F| Forward Diff. | -1.728 | -0.02729 | 0.08518 | 0.04185 | -#> |.....................| -0.2367 | 0.4063 | 0.2432 | 0.01436 | -#> <span style='text-decoration: underline;'>|.....................| -0.07563 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 57</span>| 752.06656 | 0.9886 | -0.9792 | -1.053 | -1.433 | -#> |.....................| -0.6165 | -1.020 | -0.9133 | -0.6801 | -#> <span style='text-decoration: underline;'>|.....................| -0.7607 |...........|...........|...........|</span> -#> | U| 752.06656 | 86.01 | -3.210 | -4.653 | -0.5037 | -#> |.....................| 4.707 | 0.6037 | 0.8734 | 1.380 | -#> <span style='text-decoration: underline;'>|.....................| 1.091 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.06656</span> | 86.01 | 0.04036 | 0.009533 | 0.3767 | -#> |.....................| 4.707 | 0.6037 | 0.8734 | 1.380 | -#> <span style='text-decoration: underline;'>|.....................| 1.091 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 58</span>| 752.02137 | 0.9885 | -0.9874 | -1.020 | -1.325 | -#> |.....................| -0.6252 | -0.9645 | -0.9146 | -0.6528 | -#> <span style='text-decoration: underline;'>|.....................| -0.7710 |...........|...........|...........|</span> -#> | U| 752.02137 | 86.00 | -3.218 | -4.620 | -0.4681 | -#> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.081 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 752.02137</span> | 86.00 | 0.04004 | 0.009850 | 0.3851 | -#> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 | -#> <span style='text-decoration: underline;'>|.....................| 1.081 |...........|...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='va'>f_nlmixr_fomc_sfo_focei_const</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_const</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha | -#> |.....................| log_beta | sigma | o1 | o2 | -#> <span style='text-decoration: underline;'>|.....................| o3 | o4 | o5 |...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 494.78160 | 1.000 | -1.000 | -0.9115 | -0.8954 | -#> |.....................| -0.8491 | -0.8592 | -0.8761 | -0.8740 | -#> |.....................| -0.8674 | -0.8694 | -0.8683 |...........| -#> | U| 494.7816 | 94.00 | -5.400 | -1.000 | -0.2000 | -#> |.....................| 2.100 | 1.600 | 0.7598 | 0.8633 | -#> |.....................| 1.189 | 1.089 | 1.146 |...........| -#> | X|<span style='font-weight: bold;'> 494.7816</span> | 94.00 | 0.004517 | 0.2689 | 0.8187 | -#> |.....................| 8.166 | 1.600 | 0.7598 | 0.8633 | -#> <span style='text-decoration: underline;'>|.....................| 1.189 | 1.089 | 1.146 |...........|</span> -#> | G| Gill Diff. | -28.01 | 1.933 | -0.2086 | 0.01492 | -#> |.....................| -0.1687 | -59.79 | 10.74 | 9.966 | -#> <span style='text-decoration: underline;'>|.....................| -11.82 | -8.862 | -10.52 |...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 1353.4477 | 1.400 | -1.028 | -0.9085 | -0.8956 | -#> |.....................| -0.8467 | -0.005584 | -1.029 | -1.016 | -#> |.....................| -0.6987 | -0.7429 | -0.7181 |...........| -#> | U| 1353.4477 | 131.6 | -5.428 | -0.9970 | -0.2002 | -#> |.....................| 2.102 | 2.283 | 0.6433 | 0.7405 | -#> |.....................| 1.390 | 1.227 | 1.318 |...........| -#> | X|<span style='font-weight: bold;'> 1353.4477</span> | 131.6 | 0.004394 | 0.2695 | 0.8186 | -#> |.....................| 8.186 | 2.283 | 0.6433 | 0.7405 | -#> <span style='text-decoration: underline;'>|.....................| 1.390 | 1.227 | 1.318 |...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 504.82409 | 1.040 | -1.003 | -0.9112 | -0.8954 | -#> |.....................| -0.8489 | -0.7738 | -0.8914 | -0.8882 | -#> |.....................| -0.8506 | -0.8568 | -0.8533 |...........| -#> | U| 504.82409 | 97.76 | -5.403 | -0.9997 | -0.2000 | -#> |.....................| 2.100 | 1.668 | 0.7482 | 0.8511 | -#> |.....................| 1.209 | 1.103 | 1.163 |...........| -#> | X|<span style='font-weight: bold;'> 504.82409</span> | 97.76 | 0.004504 | 0.2690 | 0.8187 | -#> |.....................| 8.168 | 1.668 | 0.7482 | 0.8511 | -#> <span style='text-decoration: underline;'>|.....................| 1.209 | 1.103 | 1.163 |...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 494.10898 | 1.008 | -1.001 | -0.9114 | -0.8954 | -#> |.....................| -0.8490 | -0.8416 | -0.8792 | -0.8769 | -#> |.....................| -0.8640 | -0.8668 | -0.8652 |...........| -#> | U| 494.10898 | 94.77 | -5.401 | -0.9999 | -0.2000 | -#> |.....................| 2.100 | 1.614 | 0.7574 | 0.8608 | -#> |.....................| 1.193 | 1.092 | 1.149 |...........| -#> | X|<span style='font-weight: bold;'> 494.10898</span> | 94.77 | 0.004514 | 0.2690 | 0.8187 | -#> |.....................| 8.167 | 1.614 | 0.7574 | 0.8608 | -#> <span style='text-decoration: underline;'>|.....................| 1.193 | 1.092 | 1.149 |...........|</span> -#> | F| Forward Diff. | 147.0 | 1.955 | -0.08761 | 0.06834 | -#> |.....................| 0.05948 | -55.61 | 11.89 | 8.304 | -#> <span style='text-decoration: underline;'>|.....................| -12.01 | -8.510 | -10.24 |...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 492.58255 | 0.9992 | -1.001 | -0.9114 | -0.8954 | -#> |.....................| -0.8490 | -0.8245 | -0.8825 | -0.8797 | -#> |.....................| -0.8605 | -0.8643 | -0.8621 |...........| -#> | U| 492.58255 | 93.93 | -5.401 | -0.9999 | -0.2000 | -#> |.....................| 2.100 | 1.628 | 0.7550 | 0.8584 | -#> |.....................| 1.197 | 1.095 | 1.153 |...........| -#> | X|<span style='font-weight: bold;'> 492.58255</span> | 93.93 | 0.004511 | 0.2690 | 0.8187 | -#> |.....................| 8.167 | 1.628 | 0.7550 | 0.8584 | -#> <span style='text-decoration: underline;'>|.....................| 1.197 | 1.095 | 1.153 |...........|</span> -#> | F| Forward Diff. | -43.22 | 1.882 | -0.2206 | -0.004719 | -#> |.....................| -0.1970 | -51.78 | 10.22 | 6.620 | -#> <span style='text-decoration: underline;'>|.....................| -11.81 | -8.346 | -10.04 |...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 491.66702 | 1.006 | -1.002 | -0.9113 | -0.8954 | -#> |.....................| -0.8490 | -0.8063 | -0.8860 | -0.8822 | -#> |.....................| -0.8565 | -0.8614 | -0.8588 |...........| -#> | U| 491.66702 | 94.52 | -5.402 | -0.9998 | -0.2000 | -#> |.....................| 2.100 | 1.642 | 0.7523 | 0.8562 | -#> |.....................| 1.202 | 1.098 | 1.157 |...........| -#> | X|<span style='font-weight: bold;'> 491.66702</span> | 94.52 | 0.004509 | 0.2690 | 0.8187 | -#> |.....................| 8.167 | 1.642 | 0.7523 | 0.8562 | -#> <span style='text-decoration: underline;'>|.....................| 1.202 | 1.098 | 1.157 |...........|</span> -#> | F| Forward Diff. | 87.79 | 1.893 | -0.1269 | 0.04418 | -#> |.....................| -0.01699 | -47.85 | 10.34 | 7.758 | -#> <span style='text-decoration: underline;'>|.....................| -11.67 | -8.213 | -9.916 |...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 490.57489 | 0.9987 | -1.002 | -0.9112 | -0.8954 | -#> |.....................| -0.8489 | -0.7885 | -0.8895 | -0.8851 | -#> |.....................| -0.8525 | -0.8586 | -0.8553 |...........| -#> | U| 490.57489 | 93.88 | -5.402 | -0.9998 | -0.2000 | -#> |.....................| 2.100 | 1.657 | 0.7496 | 0.8537 | -#> |.....................| 1.207 | 1.101 | 1.161 |...........| -#> | X|<span style='font-weight: bold;'> 490.57489</span> | 93.88 | 0.004506 | 0.2690 | 0.8187 | -#> |.....................| 8.168 | 1.657 | 0.7496 | 0.8537 | -#> <span style='text-decoration: underline;'>|.....................| 1.207 | 1.101 | 1.161 |...........|</span> -#> | F| Forward Diff. | -52.56 | 1.834 | -0.2285 | -0.01046 | -#> |.....................| -0.2159 | -44.44 | 9.379 | 7.248 | -#> <span style='text-decoration: underline;'>|.....................| -11.47 | -8.044 | -9.710 |...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 489.67804 | 1.004 | -1.003 | -0.9112 | -0.8954 | -#> |.....................| -0.8489 | -0.7706 | -0.8932 | -0.8884 | -#> |.....................| -0.8482 | -0.8554 | -0.8516 |...........| -#> | U| 489.67804 | 94.42 | -5.403 | -0.9997 | -0.2000 | -#> |.....................| 2.100 | 1.671 | 0.7468 | 0.8509 | -#> |.....................| 1.212 | 1.105 | 1.165 |...........| -#> | X|<span style='font-weight: bold;'> 489.67804</span> | 94.42 | 0.004503 | 0.2690 | 0.8187 | -#> |.....................| 8.168 | 1.671 | 0.7468 | 0.8509 | -#> <span style='text-decoration: underline;'>|.....................| 1.212 | 1.105 | 1.165 |...........|</span> -#> | F| Forward Diff. | 63.10 | 1.841 | -0.1396 | 0.03713 | -#> |.....................| -0.05177 | -40.65 | 9.345 | 6.018 | -#> <span style='text-decoration: underline;'>|.....................| -11.29 | -7.879 | -9.567 |...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 488.80457 | 0.9984 | -1.004 | -0.9111 | -0.8954 | -#> |.....................| -0.8488 | -0.7529 | -0.8970 | -0.8913 | -#> |.....................| -0.8435 | -0.8521 | -0.8475 |...........| -#> | U| 488.80457 | 93.85 | -5.404 | -0.9996 | -0.2000 | -#> |.....................| 2.100 | 1.685 | 0.7439 | 0.8484 | -#> |.....................| 1.218 | 1.108 | 1.170 |...........| -#> | X|<span style='font-weight: bold;'> 488.80457</span> | 93.85 | 0.004499 | 0.2690 | 0.8187 | -#> |.....................| 8.168 | 1.685 | 0.7439 | 0.8484 | -#> <span style='text-decoration: underline;'>|.....................| 1.218 | 1.108 | 1.170 |...........|</span> -#> | F| Forward Diff. | -56.52 | 1.788 | -0.2313 | -0.01570 | -#> |.....................| -0.2287 | -37.43 | 8.740 | 5.512 | -#> <span style='text-decoration: underline;'>|.....................| -11.08 | -7.680 | -9.353 |...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 487.98244 | 1.004 | -1.005 | -0.9110 | -0.8954 | -#> |.....................| -0.8487 | -0.7356 | -0.9012 | -0.8939 | -#> |.....................| -0.8380 | -0.8482 | -0.8428 |...........| -#> | U| 487.98244 | 94.36 | -5.405 | -0.9995 | -0.2000 | -#> |.....................| 2.100 | 1.699 | 0.7407 | 0.8461 | -#> |.....................| 1.224 | 1.112 | 1.175 |...........| -#> | X|<span style='font-weight: bold;'> 487.98244</span> | 94.36 | 0.004495 | 0.2690 | 0.8187 | -#> |.....................| 8.169 | 1.699 | 0.7407 | 0.8461 | -#> <span style='text-decoration: underline;'>|.....................| 1.224 | 1.112 | 1.175 |...........|</span> -#> | F| Forward Diff. | 49.57 | 1.794 | -0.1466 | 0.03517 | -#> |.....................| -0.07178 | -34.12 | 8.494 | 6.684 | -#> <span style='text-decoration: underline;'>|.....................| -10.82 | -7.482 | -9.140 |...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 487.23587 | 0.9987 | -1.006 | -0.9109 | -0.8954 | -#> |.....................| -0.8487 | -0.7192 | -0.9058 | -0.8980 | -#> |.....................| -0.8316 | -0.8438 | -0.8374 |...........| -#> | U| 487.23587 | 93.88 | -5.406 | -0.9994 | -0.2001 | -#> |.....................| 2.100 | 1.712 | 0.7372 | 0.8426 | -#> |.....................| 1.232 | 1.117 | 1.181 |...........| -#> | X|<span style='font-weight: bold;'> 487.23587</span> | 93.88 | 0.004490 | 0.2691 | 0.8187 | -#> |.....................| 8.170 | 1.712 | 0.7372 | 0.8426 | -#> <span style='text-decoration: underline;'>|.....................| 1.232 | 1.117 | 1.181 |...........|</span> -#> | F| Forward Diff. | -49.22 | 1.745 | -0.2274 | -0.009194 | -#> |.....................| -0.2301 | -31.48 | 7.992 | 6.132 | -#> <span style='text-decoration: underline;'>|.....................| -10.64 | -7.269 | -8.903 |...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 486.53337 | 1.004 | -1.007 | -0.9107 | -0.8954 | -#> |.....................| -0.8485 | -0.7047 | -0.9109 | -0.9037 | -#> |.....................| -0.8240 | -0.8386 | -0.8310 |...........| -#> | U| 486.53337 | 94.34 | -5.407 | -0.9993 | -0.2001 | -#> |.....................| 2.101 | 1.724 | 0.7334 | 0.8376 | -#> |.....................| 1.241 | 1.123 | 1.189 |...........| -#> | X|<span style='font-weight: bold;'> 486.53337</span> | 94.34 | 0.004484 | 0.2691 | 0.8187 | -#> |.....................| 8.171 | 1.724 | 0.7334 | 0.8376 | -#> <span style='text-decoration: underline;'>|.....................| 1.241 | 1.123 | 1.189 |...........|</span> -#> | F| Forward Diff. | 43.47 | 1.742 | -0.1424 | 0.02918 | -#> |.....................| -0.07089 | -28.76 | 7.629 | 4.806 | -#> <span style='text-decoration: underline;'>|.....................| -10.24 | -6.953 | -8.584 |...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 485.91669 | 0.9989 | -1.009 | -0.9105 | -0.8955 | -#> |.....................| -0.8484 | -0.6920 | -0.9165 | -0.9072 | -#> |.....................| -0.8145 | -0.8325 | -0.8231 |...........| -#> | U| 485.91669 | 93.90 | -5.409 | -0.9991 | -0.2001 | -#> |.....................| 2.101 | 1.734 | 0.7291 | 0.8346 | -#> |.....................| 1.252 | 1.130 | 1.198 |...........| -#> | X|<span style='font-weight: bold;'> 485.91669</span> | 93.90 | 0.004476 | 0.2691 | 0.8187 | -#> |.....................| 8.172 | 1.734 | 0.7291 | 0.8346 | -#> <span style='text-decoration: underline;'>|.....................| 1.252 | 1.130 | 1.198 |...........|</span> -#> | F| Forward Diff. | -44.30 | 1.699 | -0.2182 | 0.001936 | -#> |.....................| -0.2284 | -26.86 | 7.286 | 5.487 | -#> <span style='text-decoration: underline;'>|.....................| -9.898 | -6.659 | -8.234 |...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 485.33976 | 1.003 | -1.011 | -0.9103 | -0.8955 | -#> |.....................| -0.8481 | -0.6819 | -0.9228 | -0.9110 | -#> |.....................| -0.8035 | -0.8257 | -0.8143 |...........| -#> | U| 485.33976 | 94.29 | -5.411 | -0.9988 | -0.2001 | -#> |.....................| 2.101 | 1.742 | 0.7243 | 0.8314 | -#> |.....................| 1.265 | 1.137 | 1.208 |...........| -#> | X|<span style='font-weight: bold;'> 485.33976</span> | 94.29 | 0.004467 | 0.2692 | 0.8186 | -#> |.....................| 8.174 | 1.742 | 0.7243 | 0.8314 | -#> <span style='text-decoration: underline;'>|.....................| 1.265 | 1.137 | 1.208 |...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 484.77317 | 1.003 | -1.014 | -0.9100 | -0.8956 | -#> |.....................| -0.8479 | -0.6718 | -0.9302 | -0.9153 | -#> |.....................| -0.7902 | -0.8175 | -0.8035 |...........| -#> | U| 484.77317 | 94.32 | -5.414 | -0.9986 | -0.2002 | -#> |.....................| 2.101 | 1.750 | 0.7187 | 0.8276 | -#> |.....................| 1.281 | 1.146 | 1.220 |...........| -#> | X|<span style='font-weight: bold;'> 484.77317</span> | 94.32 | 0.004455 | 0.2692 | 0.8186 | -#> |.....................| 8.176 | 1.750 | 0.7187 | 0.8276 | -#> <span style='text-decoration: underline;'>|.....................| 1.281 | 1.146 | 1.220 |...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 483.17588 | 1.004 | -1.023 | -0.9091 | -0.8958 | -#> |.....................| -0.8469 | -0.6384 | -0.9549 | -0.9296 | -#> |.....................| -0.7463 | -0.7903 | -0.7681 |...........| -#> | U| 483.17588 | 94.41 | -5.423 | -0.9976 | -0.2004 | -#> |.....................| 2.102 | 1.777 | 0.6999 | 0.8153 | -#> |.....................| 1.333 | 1.176 | 1.261 |...........| -#> | X|<span style='font-weight: bold;'> 483.17588</span> | 94.41 | 0.004415 | 0.2694 | 0.8184 | -#> |.....................| 8.184 | 1.777 | 0.6999 | 0.8153 | -#> <span style='text-decoration: underline;'>|.....................| 1.333 | 1.176 | 1.261 |...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 481.21481 | 1.006 | -1.040 | -0.9072 | -0.8961 | -#> |.....................| -0.8451 | -0.5721 | -1.004 | -0.9579 | -#> |.....................| -0.6592 | -0.7365 | -0.6977 |...........| -#> | U| 481.21481 | 94.58 | -5.440 | -0.9958 | -0.2008 | -#> |.....................| 2.104 | 1.830 | 0.6628 | 0.7909 | -#> |.....................| 1.437 | 1.234 | 1.341 |...........| -#> | X|<span style='font-weight: bold;'> 481.21481</span> | 94.58 | 0.004338 | 0.2698 | 0.8181 | -#> |.....................| 8.199 | 1.830 | 0.6628 | 0.7909 | -#> <span style='text-decoration: underline;'>|.....................| 1.437 | 1.234 | 1.341 |...........|</span> -#> | F| Forward Diff. | 62.86 | 1.476 | 0.06730 | 0.05792 | -#> |.....................| 0.1123 | -8.977 | 1.055 | 2.914 | -#> <span style='text-decoration: underline;'>|.....................| -3.044 | -1.094 | -2.299 |...........|</span> -#> |<span style='font-weight: bold;'> 18</span>| 481.29476 | 1.000 | -1.145 | -0.9129 | -0.8997 | -#> |.....................| -0.8485 | -0.5378 | -0.8985 | -1.168 | -#> |.....................| -0.6228 | -0.8149 | -0.6969 |...........| -#> | U| 481.29476 | 94.03 | -5.545 | -1.001 | -0.2043 | -#> |.....................| 2.101 | 1.857 | 0.7428 | 0.6099 | -#> |.....................| 1.480 | 1.149 | 1.342 |...........| -#> | X|<span style='font-weight: bold;'> 481.29476</span> | 94.03 | 0.003907 | 0.2687 | 0.8152 | -#> |.....................| 8.171 | 1.857 | 0.7428 | 0.6099 | -#> <span style='text-decoration: underline;'>|.....................| 1.480 | 1.149 | 1.342 |...........|</span> -#> |<span style='font-weight: bold;'> 19</span>| 480.77138 | 1.000 | -1.090 | -0.9099 | -0.8978 | -#> |.....................| -0.8467 | -0.5555 | -0.9542 | -1.057 | -#> |.....................| -0.6419 | -0.7733 | -0.6972 |...........| -#> | U| 480.77138 | 94.01 | -5.490 | -0.9984 | -0.2025 | -#> |.....................| 2.102 | 1.843 | 0.7004 | 0.7055 | -#> |.....................| 1.457 | 1.194 | 1.342 |...........| -#> | X|<span style='font-weight: bold;'> 480.77138</span> | 94.01 | 0.004129 | 0.2693 | 0.8167 | -#> |.....................| 8.186 | 1.843 | 0.7004 | 0.7055 | -#> <span style='text-decoration: underline;'>|.....................| 1.457 | 1.194 | 1.342 |...........|</span> -#> | F| Forward Diff. | -25.72 | 1.151 | 0.08772 | -0.007897 | -#> |.....................| -0.07232 | -6.930 | 3.330 | -2.491 | -#> <span style='text-decoration: underline;'>|.....................| -2.626 | -3.111 | -2.500 |...........|</span> -#> |<span style='font-weight: bold;'> 20</span>| 480.61717 | 1.001 | -1.203 | -0.9227 | -0.9002 | -#> |.....................| -0.8503 | -0.5418 | -0.9405 | -1.001 | -#> |.....................| -0.6281 | -0.7705 | -0.6908 |...........| -#> | U| 480.61717 | 94.09 | -5.603 | -1.011 | -0.2049 | -#> |.....................| 2.099 | 1.854 | 0.7108 | 0.7537 | -#> |.....................| 1.474 | 1.197 | 1.349 |...........| -#> | X|<span style='font-weight: bold;'> 480.61717</span> | 94.09 | 0.003688 | 0.2667 | 0.8147 | -#> |.....................| 8.156 | 1.854 | 0.7108 | 0.7537 | -#> <span style='text-decoration: underline;'>|.....................| 1.474 | 1.197 | 1.349 |...........|</span> -#> | F| Forward Diff. | -10.61 | 0.9224 | -0.5881 | -0.06621 | -#> |.....................| -0.1838 | -5.929 | 3.775 | 2.798 | -#> <span style='text-decoration: underline;'>|.....................| -1.936 | -2.993 | -2.208 |...........|</span> -#> |<span style='font-weight: bold;'> 21</span>| 480.72130 | 1.009 | -1.314 | -0.9169 | -0.9003 | -#> |.....................| -0.8494 | -0.5516 | -0.9873 | -1.003 | -#> |.....................| -0.6340 | -0.7292 | -0.6819 |...........| -#> | U| 480.7213 | 94.81 | -5.714 | -1.005 | -0.2049 | -#> |.....................| 2.100 | 1.846 | 0.6753 | 0.7523 | -#> |.....................| 1.467 | 1.242 | 1.359 |...........| -#> | X|<span style='font-weight: bold;'> 480.7213</span> | 94.81 | 0.003299 | 0.2679 | 0.8147 | -#> |.....................| 8.163 | 1.846 | 0.6753 | 0.7523 | -#> <span style='text-decoration: underline;'>|.....................| 1.467 | 1.242 | 1.359 |...........|</span> -#> |<span style='font-weight: bold;'> 22</span>| 480.86254 | 1.009 | -1.247 | -0.9202 | -0.9002 | -#> |.....................| -0.8499 | -0.5429 | -0.9605 | -1.003 | -#> |.....................| -0.6295 | -0.7530 | -0.6863 |...........| -#> | U| 480.86254 | 94.84 | -5.647 | -1.009 | -0.2048 | -#> |.....................| 2.099 | 1.853 | 0.6957 | 0.7520 | -#> |.....................| 1.472 | 1.216 | 1.354 |...........| -#> | X|<span style='font-weight: bold;'> 480.86254</span> | 94.84 | 0.003530 | 0.2672 | 0.8148 | -#> |.....................| 8.160 | 1.853 | 0.6957 | 0.7520 | -#> <span style='text-decoration: underline;'>|.....................| 1.472 | 1.216 | 1.354 |...........|</span> -#> |<span style='font-weight: bold;'> 23</span>| 480.98412 | 1.009 | -1.209 | -0.9220 | -0.9002 | -#> |.....................| -0.8501 | -0.5381 | -0.9458 | -1.003 | -#> |.....................| -0.6270 | -0.7661 | -0.6887 |...........| -#> | U| 480.98412 | 94.85 | -5.609 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.857 | 0.7069 | 0.7519 | -#> |.....................| 1.475 | 1.202 | 1.352 |...........| -#> | X|<span style='font-weight: bold;'> 480.98412</span> | 94.85 | 0.003664 | 0.2669 | 0.8148 | -#> |.....................| 8.158 | 1.857 | 0.7069 | 0.7519 | -#> <span style='text-decoration: underline;'>|.....................| 1.475 | 1.202 | 1.352 |...........|</span> -#> |<span style='font-weight: bold;'> 24</span>| 480.60990 | 1.003 | -1.203 | -0.9226 | -0.9002 | -#> |.....................| -0.8503 | -0.5410 | -0.9411 | -1.001 | -#> |.....................| -0.6278 | -0.7701 | -0.6905 |...........| -#> | U| 480.6099 | 94.24 | -5.603 | -1.011 | -0.2049 | -#> |.....................| 2.099 | 1.855 | 0.7104 | 0.7534 | -#> |.....................| 1.474 | 1.198 | 1.350 |...........| -#> | X|<span style='font-weight: bold;'> 480.6099</span> | 94.24 | 0.003688 | 0.2668 | 0.8148 | -#> |.....................| 8.156 | 1.855 | 0.7104 | 0.7534 | -#> <span style='text-decoration: underline;'>|.....................| 1.474 | 1.198 | 1.350 |...........|</span> -#> | F| Forward Diff. | 15.29 | 0.9278 | -0.5289 | -0.04762 | -#> |.....................| -0.1043 | -5.468 | 3.876 | 0.6273 | -#> <span style='text-decoration: underline;'>|.....................| -1.897 | -2.941 | -2.183 |...........|</span> -#> |<span style='font-weight: bold;'> 25</span>| 480.59557 | 1.001 | -1.204 | -0.9225 | -0.9002 | -#> |.....................| -0.8503 | -0.5407 | -0.9419 | -1.001 | -#> |.....................| -0.6277 | -0.7694 | -0.6902 |...........| -#> | U| 480.59557 | 94.13 | -5.604 | -1.011 | -0.2049 | -#> |.....................| 2.099 | 1.855 | 0.7098 | 0.7533 | -#> |.....................| 1.474 | 1.198 | 1.350 |...........| -#> | X|<span style='font-weight: bold;'> 480.59557</span> | 94.13 | 0.003683 | 0.2668 | 0.8148 | -#> |.....................| 8.157 | 1.855 | 0.7098 | 0.7533 | -#> <span style='text-decoration: underline;'>|.....................| 1.474 | 1.198 | 1.350 |...........|</span> -#> | F| Forward Diff. | -4.733 | 0.9212 | -0.5619 | -0.05855 | -#> |.....................| -0.1664 | -5.388 | 3.833 | 0.5854 | -#> <span style='text-decoration: underline;'>|.....................| -1.924 | -2.927 | -2.102 |...........|</span> -#> |<span style='font-weight: bold;'> 26</span>| 480.58581 | 1.002 | -1.204 | -0.9224 | -0.9002 | -#> |.....................| -0.8502 | -0.5395 | -0.9428 | -1.002 | -#> |.....................| -0.6273 | -0.7688 | -0.6897 |...........| -#> | U| 480.58581 | 94.23 | -5.604 | -1.011 | -0.2048 | -#> |.....................| 2.099 | 1.856 | 0.7092 | 0.7532 | -#> |.....................| 1.475 | 1.199 | 1.351 |...........| -#> | X|<span style='font-weight: bold;'> 480.58581</span> | 94.23 | 0.003683 | 0.2668 | 0.8148 | -#> |.....................| 8.157 | 1.856 | 0.7092 | 0.7532 | -#> <span style='text-decoration: underline;'>|.....................| 1.475 | 1.199 | 1.351 |...........|</span> -#> | F| Forward Diff. | 12.31 | 0.9226 | -0.5246 | -0.05019 | -#> |.....................| -0.1134 | -5.293 | 3.771 | 0.5822 | -#> <span style='text-decoration: underline;'>|.....................| -1.938 | -2.904 | -2.175 |...........|</span> -#> |<span style='font-weight: bold;'> 27</span>| 480.57360 | 1.001 | -1.205 | -0.9222 | -0.9002 | -#> |.....................| -0.8502 | -0.5392 | -0.9437 | -1.002 | -#> |.....................| -0.6271 | -0.7681 | -0.6894 |...........| -#> | U| 480.5736 | 94.13 | -5.605 | -1.011 | -0.2048 | -#> |.....................| 2.099 | 1.856 | 0.7085 | 0.7532 | -#> |.....................| 1.475 | 1.200 | 1.351 |...........| -#> | X|<span style='font-weight: bold;'> 480.5736</span> | 94.13 | 0.003678 | 0.2668 | 0.8148 | -#> |.....................| 8.157 | 1.856 | 0.7085 | 0.7532 | -#> <span style='text-decoration: underline;'>|.....................| 1.475 | 1.200 | 1.351 |...........|</span> -#> | F| Forward Diff. | -4.864 | 0.9151 | -0.5515 | -0.06112 | -#> |.....................| -0.1679 | -5.184 | 3.617 | 0.5746 | -#> <span style='text-decoration: underline;'>|.....................| -1.832 | -2.849 | -2.141 |...........|</span> -#> |<span style='font-weight: bold;'> 28</span>| 480.56429 | 1.002 | -1.206 | -0.9220 | -0.9002 | -#> |.....................| -0.8502 | -0.5382 | -0.9446 | -1.002 | -#> |.....................| -0.6268 | -0.7674 | -0.6889 |...........| -#> | U| 480.56429 | 94.23 | -5.606 | -1.011 | -0.2048 | -#> |.....................| 2.099 | 1.857 | 0.7078 | 0.7531 | -#> |.....................| 1.475 | 1.201 | 1.351 |...........| -#> | X|<span style='font-weight: bold;'> 480.56429</span> | 94.23 | 0.003676 | 0.2669 | 0.8148 | -#> |.....................| 8.158 | 1.857 | 0.7078 | 0.7531 | -#> <span style='text-decoration: underline;'>|.....................| 1.475 | 1.201 | 1.351 |...........|</span> -#> | F| Forward Diff. | 12.18 | 0.9169 | -0.5105 | -0.05061 | -#> |.....................| -0.1125 | -5.131 | 3.532 | 0.5638 | -#> <span style='text-decoration: underline;'>|.....................| -1.931 | -2.821 | -2.132 |...........|</span> -#> |<span style='font-weight: bold;'> 29</span>| 480.55246 | 1.001 | -1.207 | -0.9218 | -0.9002 | -#> |.....................| -0.8501 | -0.5380 | -0.9454 | -1.002 | -#> |.....................| -0.6266 | -0.7667 | -0.6886 |...........| -#> | U| 480.55246 | 94.13 | -5.607 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.857 | 0.7071 | 0.7532 | -#> |.....................| 1.476 | 1.201 | 1.352 |...........| -#> | X|<span style='font-weight: bold;'> 480.55246</span> | 94.13 | 0.003672 | 0.2669 | 0.8148 | -#> |.....................| 8.158 | 1.857 | 0.7071 | 0.7532 | -#> <span style='text-decoration: underline;'>|.....................| 1.476 | 1.201 | 1.352 |...........|</span> -#> | F| Forward Diff. | -4.480 | 0.9098 | -0.5353 | -0.06055 | -#> |.....................| -0.1647 | -5.053 | 3.625 | 0.5654 | -#> <span style='text-decoration: underline;'>|.....................| -1.860 | -2.782 | -2.112 |...........|</span> -#> |<span style='font-weight: bold;'> 30</span>| 480.54335 | 1.002 | -1.207 | -0.9217 | -0.9002 | -#> |.....................| -0.8501 | -0.5368 | -0.9463 | -1.002 | -#> |.....................| -0.6262 | -0.7660 | -0.6881 |...........| -#> | U| 480.54335 | 94.23 | -5.607 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.858 | 0.7065 | 0.7530 | -#> |.....................| 1.476 | 1.202 | 1.352 |...........| -#> | X|<span style='font-weight: bold;'> 480.54335</span> | 94.23 | 0.003671 | 0.2669 | 0.8148 | -#> |.....................| 8.158 | 1.858 | 0.7065 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.476 | 1.202 | 1.352 |...........|</span> -#> | F| Forward Diff. | 12.09 | 0.9120 | -0.4955 | -0.05014 | -#> |.....................| -0.1107 | -4.912 | 3.583 | 0.5835 | -#> <span style='text-decoration: underline;'>|.....................| -1.814 | -2.702 | -2.057 |...........|</span> -#> |<span style='font-weight: bold;'> 31</span>| 480.53185 | 1.001 | -1.209 | -0.9215 | -0.9002 | -#> |.....................| -0.8500 | -0.5366 | -0.9472 | -1.002 | -#> |.....................| -0.6260 | -0.7654 | -0.6878 |...........| -#> | U| 480.53185 | 94.13 | -5.609 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.858 | 0.7058 | 0.7531 | -#> |.....................| 1.476 | 1.203 | 1.353 |...........| -#> | X|<span style='font-weight: bold;'> 480.53185</span> | 94.13 | 0.003666 | 0.2670 | 0.8148 | -#> |.....................| 8.158 | 1.858 | 0.7058 | 0.7531 | -#> <span style='text-decoration: underline;'>|.....................| 1.476 | 1.203 | 1.353 |...........|</span> -#> | F| Forward Diff. | -4.509 | 0.9048 | -0.5214 | -0.06027 | -#> |.....................| -0.1665 | -4.870 | 3.525 | 0.5641 | -#> <span style='text-decoration: underline;'>|.....................| -1.813 | -2.699 | -2.069 |...........|</span> -#> |<span style='font-weight: bold;'> 32</span>| 480.52276 | 1.002 | -1.209 | -0.9214 | -0.9001 | -#> |.....................| -0.8500 | -0.5356 | -0.9481 | -1.002 | -#> |.....................| -0.6256 | -0.7647 | -0.6873 |...........| -#> | U| 480.52276 | 94.22 | -5.609 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.859 | 0.7051 | 0.7530 | -#> |.....................| 1.477 | 1.203 | 1.353 |...........| -#> | X|<span style='font-weight: bold;'> 480.52276</span> | 94.22 | 0.003664 | 0.2670 | 0.8148 | -#> |.....................| 8.159 | 1.859 | 0.7051 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.477 | 1.203 | 1.353 |...........|</span> -#> | F| Forward Diff. | 11.38 | 0.9060 | -0.4821 | -0.05014 | -#> |.....................| -0.1110 | -4.747 | 3.479 | 0.5798 | -#> <span style='text-decoration: underline;'>|.....................| -1.777 | -2.636 | -2.020 |...........|</span> -#> |<span style='font-weight: bold;'> 33</span>| 480.51194 | 1.001 | -1.211 | -0.9212 | -0.9001 | -#> |.....................| -0.8500 | -0.5355 | -0.9490 | -1.002 | -#> |.....................| -0.6255 | -0.7641 | -0.6869 |...........| -#> | U| 480.51194 | 94.13 | -5.611 | -1.010 | -0.2048 | -#> |.....................| 2.099 | 1.859 | 0.7044 | 0.7530 | -#> |.....................| 1.477 | 1.204 | 1.354 |...........| -#> | X|<span style='font-weight: bold;'> 480.51194</span> | 94.13 | 0.003659 | 0.2670 | 0.8148 | -#> |.....................| 8.159 | 1.859 | 0.7044 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.477 | 1.204 | 1.354 |...........|</span> -#> | F| Forward Diff. | -4.485 | 0.8991 | -0.5064 | -0.06148 | -#> |.....................| -0.1643 | -4.758 | 3.403 | 0.5432 | -#> <span style='text-decoration: underline;'>|.....................| -1.772 | -2.633 | -2.022 |...........|</span> -#> |<span style='font-weight: bold;'> 34</span>| 480.50302 | 1.002 | -1.211 | -0.9210 | -0.9001 | -#> |.....................| -0.8499 | -0.5345 | -0.9500 | -1.002 | -#> |.....................| -0.6251 | -0.7633 | -0.6864 |...........| -#> | U| 480.50302 | 94.22 | -5.611 | -1.010 | -0.2047 | -#> |.....................| 2.099 | 1.860 | 0.7037 | 0.7529 | -#> |.....................| 1.477 | 1.205 | 1.354 |...........| -#> | X|<span style='font-weight: bold;'> 480.50302</span> | 94.22 | 0.003656 | 0.2671 | 0.8149 | -#> |.....................| 8.159 | 1.860 | 0.7037 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.477 | 1.205 | 1.354 |...........|</span> -#> | F| Forward Diff. | 10.83 | 0.8997 | -0.4680 | -0.05021 | -#> |.....................| -0.1106 | -4.703 | 3.332 | 0.5674 | -#> <span style='text-decoration: underline;'>|.....................| -1.765 | -2.559 | -1.986 |...........|</span> -#> |<span style='font-weight: bold;'> 35</span>| 480.49281 | 1.001 | -1.213 | -0.9209 | -0.9001 | -#> |.....................| -0.8499 | -0.5344 | -0.9509 | -1.002 | -#> |.....................| -0.6250 | -0.7627 | -0.6860 |...........| -#> | U| 480.49281 | 94.13 | -5.613 | -1.009 | -0.2047 | -#> |.....................| 2.099 | 1.860 | 0.7030 | 0.7529 | -#> |.....................| 1.478 | 1.206 | 1.355 |...........| -#> | X|<span style='font-weight: bold;'> 480.49281</span> | 94.13 | 0.003652 | 0.2671 | 0.8149 | -#> |.....................| 8.160 | 1.860 | 0.7030 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.478 | 1.206 | 1.355 |...........|</span> -#> | F| Forward Diff. | -4.447 | 0.8934 | -0.4900 | -0.06030 | -#> |.....................| -0.1577 | -4.708 | 3.266 | 0.5080 | -#> <span style='text-decoration: underline;'>|.....................| -1.782 | -2.544 | -1.983 |...........|</span> -#> |<span style='font-weight: bold;'> 36</span>| 480.48415 | 1.002 | -1.213 | -0.9207 | -0.9001 | -#> |.....................| -0.8498 | -0.5335 | -0.9518 | -1.002 | -#> |.....................| -0.6246 | -0.7620 | -0.6855 |...........| -#> | U| 480.48415 | 94.22 | -5.613 | -1.009 | -0.2047 | -#> |.....................| 2.099 | 1.861 | 0.7023 | 0.7528 | -#> |.....................| 1.478 | 1.206 | 1.355 |...........| -#> | X|<span style='font-weight: bold;'> 480.48415</span> | 94.22 | 0.003649 | 0.2671 | 0.8149 | -#> |.....................| 8.160 | 1.861 | 0.7023 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.478 | 1.206 | 1.355 |...........|</span> -#> | F| Forward Diff. | 10.47 | 0.8932 | -0.4526 | -0.04997 | -#> |.....................| -0.1093 | -4.502 | 3.250 | 0.5653 | -#> <span style='text-decoration: underline;'>|.....................| -1.769 | -2.486 | -1.944 |...........|</span> -#> |<span style='font-weight: bold;'> 37</span>| 480.47437 | 1.001 | -1.215 | -0.9205 | -0.9001 | -#> |.....................| -0.8498 | -0.5334 | -0.9527 | -1.002 | -#> |.....................| -0.6244 | -0.7613 | -0.6852 |...........| -#> | U| 480.47437 | 94.13 | -5.615 | -1.009 | -0.2047 | -#> |.....................| 2.099 | 1.861 | 0.7016 | 0.7528 | -#> |.....................| 1.478 | 1.207 | 1.356 |...........| -#> | X|<span style='font-weight: bold;'> 480.47437</span> | 94.13 | 0.003644 | 0.2672 | 0.8149 | -#> |.....................| 8.161 | 1.861 | 0.7016 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.478 | 1.207 | 1.356 |...........|</span> -#> | F| Forward Diff. | -4.431 | 0.8869 | -0.4735 | -0.05983 | -#> |.....................| -0.1554 | -4.492 | 3.189 | -0.6996 | -#> <span style='text-decoration: underline;'>|.....................| -1.700 | -2.467 | -1.937 |...........|</span> -#> |<span style='font-weight: bold;'> 38</span>| 480.46651 | 1.002 | -1.216 | -0.9203 | -0.9000 | -#> |.....................| -0.8497 | -0.5326 | -0.9537 | -1.002 | -#> |.....................| -0.6240 | -0.7606 | -0.6847 |...........| -#> | U| 480.46651 | 94.21 | -5.616 | -1.009 | -0.2047 | -#> |.....................| 2.099 | 1.861 | 0.7009 | 0.7530 | -#> |.....................| 1.479 | 1.208 | 1.356 |...........| -#> | X|<span style='font-weight: bold;'> 480.46651</span> | 94.21 | 0.003640 | 0.2672 | 0.8149 | -#> |.....................| 8.161 | 1.861 | 0.7009 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.479 | 1.208 | 1.356 |...........|</span> -#> | F| Forward Diff. | 9.502 | 0.8860 | -0.4381 | -0.05035 | -#> |.....................| -0.1103 | -4.453 | 3.114 | 0.5384 | -#> <span style='text-decoration: underline;'>|.....................| -1.770 | -2.407 | -1.897 |...........|</span> -#> |<span style='font-weight: bold;'> 39</span>| 480.45755 | 1.001 | -1.217 | -0.9200 | -0.9000 | -#> |.....................| -0.8497 | -0.5325 | -0.9546 | -1.002 | -#> |.....................| -0.6238 | -0.7600 | -0.6843 |...........| -#> | U| 480.45755 | 94.13 | -5.617 | -1.009 | -0.2047 | -#> |.....................| 2.099 | 1.861 | 0.7002 | 0.7530 | -#> |.....................| 1.479 | 1.209 | 1.357 |...........| -#> | X|<span style='font-weight: bold;'> 480.45755</span> | 94.13 | 0.003635 | 0.2673 | 0.8149 | -#> |.....................| 8.162 | 1.861 | 0.7002 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.479 | 1.209 | 1.357 |...........|</span> -#> | F| Forward Diff. | -4.779 | 0.8798 | -0.4544 | -0.05816 | -#> |.....................| -0.1541 | -4.432 | 3.060 | 0.5236 | -#> <span style='text-decoration: underline;'>|.....................| -1.719 | -2.365 | -1.874 |...........|</span> -#> |<span style='font-weight: bold;'> 40</span>| 480.44943 | 1.002 | -1.218 | -0.9199 | -0.9000 | -#> |.....................| -0.8496 | -0.5319 | -0.9555 | -1.002 | -#> |.....................| -0.6235 | -0.7592 | -0.6838 |...........| -#> | U| 480.44943 | 94.21 | -5.618 | -1.008 | -0.2046 | -#> |.....................| 2.099 | 1.862 | 0.6995 | 0.7529 | -#> |.....................| 1.479 | 1.209 | 1.357 |...........| -#> | X|<span style='font-weight: bold;'> 480.44943</span> | 94.21 | 0.003631 | 0.2673 | 0.8149 | -#> |.....................| 8.162 | 1.862 | 0.6995 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.479 | 1.209 | 1.357 |...........|</span> -#> | F| Forward Diff. | 8.806 | 0.8785 | -0.4202 | -0.05024 | -#> |.....................| -0.1124 | -4.289 | 3.039 | 0.5974 | -#> <span style='text-decoration: underline;'>|.....................| -1.651 | -2.322 | -1.843 |...........|</span> -#> |<span style='font-weight: bold;'> 41</span>| 480.44100 | 1.001 | -1.220 | -0.9197 | -0.9000 | -#> |.....................| -0.8496 | -0.5318 | -0.9564 | -1.002 | -#> |.....................| -0.6233 | -0.7586 | -0.6835 |...........| -#> | U| 480.441 | 94.13 | -5.620 | -1.008 | -0.2046 | -#> |.....................| 2.100 | 1.862 | 0.6988 | 0.7529 | -#> |.....................| 1.480 | 1.210 | 1.358 |...........| -#> | X|<span style='font-weight: bold;'> 480.441</span> | 94.13 | 0.003626 | 0.2673 | 0.8150 | -#> |.....................| 8.162 | 1.862 | 0.6988 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.480 | 1.210 | 1.358 |...........|</span> -#> | F| Forward Diff. | -4.662 | 0.8724 | -0.4382 | -0.05735 | -#> |.....................| -0.1541 | -4.192 | 3.008 | 0.5718 | -#> <span style='text-decoration: underline;'>|.....................| -1.633 | -2.283 | -1.828 |...........|</span> -#> |<span style='font-weight: bold;'> 42</span>| 480.43316 | 1.002 | -1.221 | -0.9195 | -0.9000 | -#> |.....................| -0.8495 | -0.5313 | -0.9573 | -1.002 | -#> |.....................| -0.6230 | -0.7579 | -0.6830 |...........| -#> | U| 480.43316 | 94.21 | -5.621 | -1.008 | -0.2046 | -#> |.....................| 2.100 | 1.862 | 0.6981 | 0.7529 | -#> |.....................| 1.480 | 1.211 | 1.358 |...........| -#> | X|<span style='font-weight: bold;'> 480.43316</span> | 94.21 | 0.003622 | 0.2674 | 0.8150 | -#> |.....................| 8.163 | 1.862 | 0.6981 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.480 | 1.211 | 1.358 |...........|</span> -#> | F| Forward Diff. | 8.374 | 0.8709 | -0.4057 | -0.04981 | -#> |.....................| -0.1077 | -4.274 | 2.898 | 0.5670 | -#> <span style='text-decoration: underline;'>|.....................| -1.709 | -2.249 | -1.806 |...........|</span> -#> |<span style='font-weight: bold;'> 43</span>| 480.42514 | 1.001 | -1.222 | -0.9194 | -0.8999 | -#> |.....................| -0.8495 | -0.5312 | -0.9582 | -1.002 | -#> |.....................| -0.6227 | -0.7573 | -0.6826 |...........| -#> | U| 480.42514 | 94.13 | -5.622 | -1.008 | -0.2046 | -#> |.....................| 2.100 | 1.862 | 0.6974 | 0.7529 | -#> |.....................| 1.480 | 1.212 | 1.359 |...........| -#> | X|<span style='font-weight: bold;'> 480.42514</span> | 94.13 | 0.003617 | 0.2674 | 0.8150 | -#> |.....................| 8.163 | 1.862 | 0.6974 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.480 | 1.212 | 1.359 |...........|</span> -#> | F| Forward Diff. | -4.560 | 0.8648 | -0.4238 | -0.05673 | -#> |.....................| -0.1505 | -4.130 | 2.894 | 0.5588 | -#> <span style='text-decoration: underline;'>|.....................| -1.637 | -2.210 | -1.785 |...........|</span> -#> |<span style='font-weight: bold;'> 44</span>| 480.41757 | 1.002 | -1.223 | -0.9192 | -0.8999 | -#> |.....................| -0.8494 | -0.5307 | -0.9591 | -1.002 | -#> |.....................| -0.6223 | -0.7566 | -0.6821 |...........| -#> | U| 480.41757 | 94.21 | -5.623 | -1.008 | -0.2046 | -#> |.....................| 2.100 | 1.863 | 0.6967 | 0.7528 | -#> |.....................| 1.481 | 1.212 | 1.359 |...........| -#> | X|<span style='font-weight: bold;'> 480.41757</span> | 94.21 | 0.003613 | 0.2674 | 0.8150 | -#> |.....................| 8.164 | 1.863 | 0.6967 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.481 | 1.212 | 1.359 |...........|</span> -#> | F| Forward Diff. | 8.260 | 0.8632 | -0.3905 | -0.04898 | -#> |.....................| -0.1050 | -4.163 | 2.793 | 0.5626 | -#> <span style='text-decoration: underline;'>|.....................| -1.680 | -2.170 | -1.767 |...........|</span> -#> |<span style='font-weight: bold;'> 45</span>| 480.40986 | 1.001 | -1.225 | -0.9190 | -0.8999 | -#> |.....................| -0.8494 | -0.5306 | -0.9600 | -1.002 | -#> |.....................| -0.6221 | -0.7560 | -0.6818 |...........| -#> | U| 480.40986 | 94.13 | -5.625 | -1.008 | -0.2045 | -#> |.....................| 2.100 | 1.863 | 0.6961 | 0.7528 | -#> |.....................| 1.481 | 1.213 | 1.360 |...........| -#> | X|<span style='font-weight: bold;'> 480.40986</span> | 94.13 | 0.003607 | 0.2675 | 0.8150 | -#> |.....................| 8.164 | 1.863 | 0.6961 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.481 | 1.213 | 1.360 |...........|</span> -#> | F| Forward Diff. | -4.433 | 0.8570 | -0.4082 | -0.05598 | -#> |.....................| -0.1439 | -4.083 | 2.776 | -0.7191 | -#> <span style='text-decoration: underline;'>|.....................| -1.623 | -2.134 | -1.744 |...........|</span> -#> |<span style='font-weight: bold;'> 46</span>| 480.40309 | 1.002 | -1.226 | -0.9188 | -0.8999 | -#> |.....................| -0.8493 | -0.5301 | -0.9609 | -1.002 | -#> |.....................| -0.6217 | -0.7553 | -0.6813 |...........| -#> | U| 480.40309 | 94.20 | -5.626 | -1.007 | -0.2045 | -#> |.....................| 2.100 | 1.863 | 0.6954 | 0.7529 | -#> |.....................| 1.481 | 1.214 | 1.360 |...........| -#> | X|<span style='font-weight: bold;'> 480.40309</span> | 94.20 | 0.003603 | 0.2675 | 0.8151 | -#> |.....................| 8.165 | 1.863 | 0.6954 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.481 | 1.214 | 1.360 |...........|</span> -#> | F| Forward Diff. | 7.640 | 0.8551 | -0.3719 | -0.04853 | -#> |.....................| -0.1037 | -4.111 | 2.689 | 0.5674 | -#> <span style='text-decoration: underline;'>|.....................| -1.653 | -2.095 | -1.726 |...........|</span> -#> |<span style='font-weight: bold;'> 47</span>| 480.39597 | 1.001 | -1.227 | -0.9185 | -0.8998 | -#> |.....................| -0.8492 | -0.5300 | -0.9618 | -1.002 | -#> |.....................| -0.6215 | -0.7547 | -0.6809 |...........| -#> | U| 480.39597 | 94.13 | -5.627 | -1.007 | -0.2045 | -#> |.....................| 2.100 | 1.863 | 0.6947 | 0.7530 | -#> |.....................| 1.482 | 1.214 | 1.361 |...........| -#> | X|<span style='font-weight: bold;'> 480.39597</span> | 94.13 | 0.003598 | 0.2676 | 0.8151 | -#> |.....................| 8.165 | 1.863 | 0.6947 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.214 | 1.361 |...........|</span> -#> | F| Forward Diff. | -4.827 | 0.8487 | -0.3865 | -0.05558 | -#> |.....................| -0.1453 | -3.997 | 2.662 | 0.5449 | -#> <span style='text-decoration: underline;'>|.....................| -1.580 | -2.061 | -1.701 |...........|</span> -#> |<span style='font-weight: bold;'> 48</span>| 480.38900 | 1.002 | -1.229 | -0.9184 | -0.8998 | -#> |.....................| -0.8491 | -0.5297 | -0.9626 | -1.002 | -#> |.....................| -0.6211 | -0.7540 | -0.6805 |...........| -#> | U| 480.389 | 94.20 | -5.629 | -1.007 | -0.2044 | -#> |.....................| 2.100 | 1.864 | 0.6940 | 0.7529 | -#> |.....................| 1.482 | 1.215 | 1.361 |...........| -#> | X|<span style='font-weight: bold;'> 480.389</span> | 94.20 | 0.003593 | 0.2676 | 0.8151 | -#> |.....................| 8.166 | 1.864 | 0.6940 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.215 | 1.361 |...........|</span> -#> | F| Forward Diff. | 7.052 | 0.8465 | -0.3544 | -0.04836 | -#> |.....................| -0.1022 | -3.917 | 2.636 | 0.5926 | -#> <span style='text-decoration: underline;'>|.....................| -1.553 | -2.027 | -1.689 |...........|</span> -#> |<span style='font-weight: bold;'> 49</span>| 480.38219 | 1.001 | -1.230 | -0.9183 | -0.8998 | -#> |.....................| -0.8491 | -0.5296 | -0.9634 | -1.002 | -#> |.....................| -0.6209 | -0.7534 | -0.6801 |...........| -#> | U| 480.38219 | 94.13 | -5.630 | -1.007 | -0.2044 | -#> |.....................| 2.100 | 1.864 | 0.6934 | 0.7529 | -#> |.....................| 1.482 | 1.216 | 1.362 |...........| -#> | X|<span style='font-weight: bold;'> 480.38219</span> | 94.13 | 0.003587 | 0.2676 | 0.8151 | -#> |.....................| 8.166 | 1.864 | 0.6934 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.216 | 1.362 |...........|</span> -#> | F| Forward Diff. | -4.619 | 0.8406 | -0.3725 | -0.05439 | -#> |.....................| -0.1411 | -3.915 | 2.594 | -0.6808 | -#> <span style='text-decoration: underline;'>|.....................| -1.519 | -1.986 | -1.659 |...........|</span> -#> |<span style='font-weight: bold;'> 50</span>| 480.37598 | 1.002 | -1.232 | -0.9180 | -0.8998 | -#> |.....................| -0.8490 | -0.5292 | -0.9644 | -1.002 | -#> |.....................| -0.6206 | -0.7528 | -0.6796 |...........| -#> | U| 480.37598 | 94.20 | -5.632 | -1.007 | -0.2044 | -#> |.....................| 2.100 | 1.864 | 0.6927 | 0.7530 | -#> |.....................| 1.483 | 1.216 | 1.362 |...........| -#> | X|<span style='font-weight: bold;'> 480.37598</span> | 94.20 | 0.003582 | 0.2677 | 0.8152 | -#> |.....................| 8.167 | 1.864 | 0.6927 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.483 | 1.216 | 1.362 |...........|</span> -#> | F| Forward Diff. | 6.566 | 0.8383 | -0.3380 | -0.04700 | -#> |.....................| -0.09943 | -3.949 | 2.377 | 0.5751 | -#> <span style='text-decoration: underline;'>|.....................| -1.561 | -1.951 | -1.641 |...........|</span> -#> |<span style='font-weight: bold;'> 51</span>| 480.36982 | 1.001 | -1.233 | -0.9178 | -0.8997 | -#> |.....................| -0.8489 | -0.5291 | -0.9651 | -1.002 | -#> |.....................| -0.6204 | -0.7522 | -0.6792 |...........| -#> | U| 480.36982 | 94.12 | -5.633 | -1.006 | -0.2043 | -#> |.....................| 2.100 | 1.864 | 0.6922 | 0.7530 | -#> |.....................| 1.483 | 1.217 | 1.363 |...........| -#> | X|<span style='font-weight: bold;'> 480.36982</span> | 94.12 | 0.003577 | 0.2677 | 0.8152 | -#> |.....................| 8.167 | 1.864 | 0.6922 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.483 | 1.217 | 1.363 |...........|</span> -#> | F| Forward Diff. | -5.243 | 0.8317 | -0.3515 | -0.05392 | -#> |.....................| -0.1358 | -3.830 | 2.493 | 0.5823 | -#> <span style='text-decoration: underline;'>|.....................| -1.510 | -1.918 | -1.620 |...........|</span> -#> |<span style='font-weight: bold;'> 52</span>| 480.36331 | 1.002 | -1.235 | -0.9176 | -0.8997 | -#> |.....................| -0.8489 | -0.5289 | -0.9659 | -1.002 | -#> |.....................| -0.6201 | -0.7516 | -0.6788 |...........| -#> | U| 480.36331 | 94.19 | -5.635 | -1.006 | -0.2043 | -#> |.....................| 2.100 | 1.864 | 0.6916 | 0.7530 | -#> |.....................| 1.483 | 1.218 | 1.363 |...........| -#> | X|<span style='font-weight: bold;'> 480.36331</span> | 94.19 | 0.003572 | 0.2677 | 0.8152 | -#> |.....................| 8.168 | 1.864 | 0.6916 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.483 | 1.218 | 1.363 |...........|</span> -#> | F| Forward Diff. | 5.492 | 0.8288 | -0.3226 | -0.04732 | -#> |.....................| -0.09956 | -3.829 | 2.435 | 0.5676 | -#> <span style='text-decoration: underline;'>|.....................| -1.517 | -1.882 | -1.604 |...........|</span> -#> |<span style='font-weight: bold;'> 53</span>| 480.35731 | 1.001 | -1.236 | -0.9175 | -0.8996 | -#> |.....................| -0.8488 | -0.5288 | -0.9666 | -1.002 | -#> |.....................| -0.6198 | -0.7510 | -0.6783 |...........| -#> | U| 480.35731 | 94.12 | -5.636 | -1.006 | -0.2043 | -#> |.....................| 2.100 | 1.864 | 0.6910 | 0.7529 | -#> |.....................| 1.484 | 1.218 | 1.364 |...........| -#> | X|<span style='font-weight: bold;'> 480.35731</span> | 94.12 | 0.003566 | 0.2678 | 0.8152 | -#> |.....................| 8.168 | 1.864 | 0.6910 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.484 | 1.218 | 1.364 |...........|</span> -#> | F| Forward Diff. | -5.442 | 0.8230 | -0.3401 | -0.05270 | -#> |.....................| -0.1329 | -3.818 | 2.394 | -0.6865 | -#> <span style='text-decoration: underline;'>|.....................| -1.462 | -1.826 | -1.568 |...........|</span> -#> |<span style='font-weight: bold;'> 54</span>| 480.35158 | 1.002 | -1.238 | -0.9173 | -0.8996 | -#> |.....................| -0.8487 | -0.5286 | -0.9675 | -1.002 | -#> |.....................| -0.6197 | -0.7504 | -0.6779 |...........| -#> | U| 480.35158 | 94.19 | -5.638 | -1.006 | -0.2042 | -#> |.....................| 2.100 | 1.864 | 0.6904 | 0.7530 | -#> |.....................| 1.484 | 1.219 | 1.364 |...........| -#> | X|<span style='font-weight: bold;'> 480.35158</span> | 94.19 | 0.003561 | 0.2678 | 0.8153 | -#> |.....................| 8.169 | 1.864 | 0.6904 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.484 | 1.219 | 1.364 |...........|</span> -#> | F| Forward Diff. | 5.119 | 0.8198 | -0.3066 | -0.04724 | -#> |.....................| -0.1005 | -3.787 | 2.338 | 0.5896 | -#> <span style='text-decoration: underline;'>|.....................| -1.465 | -1.812 | -1.559 |...........|</span> -#> |<span style='font-weight: bold;'> 55</span>| 480.34603 | 1.001 | -1.239 | -0.9170 | -0.8996 | -#> |.....................| -0.8486 | -0.5283 | -0.9683 | -1.002 | -#> |.....................| -0.6195 | -0.7499 | -0.6775 |...........| -#> | U| 480.34603 | 94.12 | -5.639 | -1.006 | -0.2042 | -#> |.....................| 2.100 | 1.865 | 0.6897 | 0.7530 | -#> |.....................| 1.484 | 1.220 | 1.364 |...........| -#> | X|<span style='font-weight: bold;'> 480.34603</span> | 94.12 | 0.003555 | 0.2679 | 0.8153 | -#> |.....................| 8.170 | 1.865 | 0.6897 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.484 | 1.220 | 1.364 |...........|</span> -#> | F| Forward Diff. | -5.669 | 0.8137 | -0.3182 | -0.05158 | -#> |.....................| -0.1292 | -3.845 | 2.251 | 0.5349 | -#> <span style='text-decoration: underline;'>|.....................| -1.532 | -1.781 | -1.537 |...........|</span> -#> |<span style='font-weight: bold;'> 56</span>| 480.33997 | 1.002 | -1.241 | -0.9169 | -0.8995 | -#> |.....................| -0.8486 | -0.5282 | -0.9690 | -1.002 | -#> |.....................| -0.6192 | -0.7493 | -0.6772 |...........| -#> | U| 480.33997 | 94.19 | -5.641 | -1.005 | -0.2041 | -#> |.....................| 2.101 | 1.865 | 0.6892 | 0.7529 | -#> |.....................| 1.484 | 1.220 | 1.365 |...........| -#> | X|<span style='font-weight: bold;'> 480.33997</span> | 94.19 | 0.003550 | 0.2679 | 0.8153 | -#> |.....................| 8.170 | 1.865 | 0.6892 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.484 | 1.220 | 1.365 |...........|</span> -#> | F| Forward Diff. | 4.944 | 0.8109 | -0.2900 | -0.04418 | -#> |.....................| -0.09220 | -3.817 | 2.207 | 0.5423 | -#> <span style='text-decoration: underline;'>|.....................| -1.530 | -1.750 | -1.524 |...........|</span> -#> |<span style='font-weight: bold;'> 57</span>| 480.33440 | 1.001 | -1.242 | -0.9168 | -0.8995 | -#> |.....................| -0.8485 | -0.5280 | -0.9697 | -1.002 | -#> |.....................| -0.6188 | -0.7487 | -0.6768 |...........| -#> | U| 480.3344 | 94.12 | -5.642 | -1.005 | -0.2041 | -#> |.....................| 2.101 | 1.865 | 0.6887 | 0.7529 | -#> |.....................| 1.485 | 1.221 | 1.365 |...........| -#> | X|<span style='font-weight: bold;'> 480.3344</span> | 94.12 | 0.003544 | 0.2679 | 0.8154 | -#> |.....................| 8.171 | 1.865 | 0.6887 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.485 | 1.221 | 1.365 |...........|</span> -#> | F| Forward Diff. | -5.630 | 0.8048 | -0.3070 | -0.04965 | -#> |.....................| -0.1246 | -3.770 | 2.179 | 0.5400 | -#> <span style='text-decoration: underline;'>|.....................| -1.465 | -1.710 | -1.500 |...........|</span> -#> |<span style='font-weight: bold;'> 58</span>| 480.32852 | 1.002 | -1.244 | -0.9167 | -0.8994 | -#> |.....................| -0.8485 | -0.5278 | -0.9703 | -1.002 | -#> |.....................| -0.6184 | -0.7482 | -0.6764 |...........| -#> | U| 480.32852 | 94.19 | -5.644 | -1.005 | -0.2041 | -#> |.....................| 2.101 | 1.865 | 0.6882 | 0.7528 | -#> |.....................| 1.485 | 1.221 | 1.366 |...........| -#> | X|<span style='font-weight: bold;'> 480.32852</span> | 94.19 | 0.003538 | 0.2679 | 0.8154 | -#> |.....................| 8.171 | 1.865 | 0.6882 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.485 | 1.221 | 1.366 |...........|</span> -#> | F| Forward Diff. | 4.819 | 0.8018 | -0.2789 | -0.04260 | -#> |.....................| -0.08823 | -3.653 | 2.177 | -0.6593 | -#> <span style='text-decoration: underline;'>|.....................| -1.384 | -1.678 | -1.478 |...........|</span> -#> |<span style='font-weight: bold;'> 59</span>| 480.32382 | 1.001 | -1.246 | -0.9164 | -0.8994 | -#> |.....................| -0.8484 | -0.5276 | -0.9711 | -1.002 | -#> |.....................| -0.6183 | -0.7477 | -0.6761 |...........| -#> | U| 480.32382 | 94.12 | -5.646 | -1.005 | -0.2040 | -#> |.....................| 2.101 | 1.865 | 0.6876 | 0.7529 | -#> |.....................| 1.486 | 1.222 | 1.366 |...........| -#> | X|<span style='font-weight: bold;'> 480.32382</span> | 94.12 | 0.003533 | 0.2680 | 0.8155 | -#> |.....................| 8.172 | 1.865 | 0.6876 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.222 | 1.366 |...........|</span> -#> | F| Forward Diff. | -5.225 | 0.7951 | -0.2896 | -0.04843 | -#> |.....................| -0.1194 | -3.720 | 2.091 | -0.7072 | -#> <span style='text-decoration: underline;'>|.....................| -1.430 | -1.641 | -1.454 |...........|</span> -#> |<span style='font-weight: bold;'> 60</span>| 480.31902 | 1.002 | -1.247 | -0.9160 | -0.8993 | -#> |.....................| -0.8482 | -0.5273 | -0.9719 | -1.002 | -#> |.....................| -0.6182 | -0.7473 | -0.6757 |...........| -#> | U| 480.31902 | 94.19 | -5.647 | -1.005 | -0.2039 | -#> |.....................| 2.101 | 1.865 | 0.6870 | 0.7531 | -#> |.....................| 1.486 | 1.222 | 1.367 |...........| -#> | X|<span style='font-weight: bold;'> 480.31902</span> | 94.19 | 0.003527 | 0.2681 | 0.8155 | -#> |.....................| 8.173 | 1.865 | 0.6870 | 0.7531 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.222 | 1.367 |...........|</span> -#> | F| Forward Diff. | 4.904 | 0.7922 | -0.2469 | -0.04034 | -#> |.....................| -0.08539 | -3.545 | 2.094 | -0.6237 | -#> <span style='text-decoration: underline;'>|.....................| -1.331 | -1.619 | -1.454 |...........|</span> -#> |<span style='font-weight: bold;'> 61</span>| 480.31471 | 1.001 | -1.249 | -0.9156 | -0.8993 | -#> |.....................| -0.8481 | -0.5271 | -0.9727 | -1.001 | -#> |.....................| -0.6181 | -0.7468 | -0.6753 |...........| -#> | U| 480.31471 | 94.12 | -5.649 | -1.004 | -0.2039 | -#> |.....................| 2.101 | 1.866 | 0.6864 | 0.7533 | -#> |.....................| 1.486 | 1.223 | 1.367 |...........| -#> | X|<span style='font-weight: bold;'> 480.31471</span> | 94.12 | 0.003522 | 0.2681 | 0.8156 | -#> |.....................| 8.174 | 1.866 | 0.6864 | 0.7533 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.223 | 1.367 |...........|</span> -#> | F| Forward Diff. | -5.295 | 0.7853 | -0.2507 | -0.04627 | -#> |.....................| -0.1126 | -3.760 | 1.942 | -0.7288 | -#> <span style='text-decoration: underline;'>|.....................| -1.482 | -1.617 | -1.436 |...........|</span> -#> |<span style='font-weight: bold;'> 62</span>| 480.31013 | 1.002 | -1.250 | -0.9152 | -0.8992 | -#> |.....................| -0.8480 | -0.5269 | -0.9734 | -1.001 | -#> |.....................| -0.6180 | -0.7464 | -0.6750 |...........| -#> | U| 480.31013 | 94.19 | -5.650 | -1.004 | -0.2038 | -#> |.....................| 2.101 | 1.866 | 0.6859 | 0.7535 | -#> |.....................| 1.486 | 1.223 | 1.367 |...........| -#> | X|<span style='font-weight: bold;'> 480.31013</span> | 94.19 | 0.003516 | 0.2682 | 0.8156 | -#> |.....................| 8.175 | 1.866 | 0.6859 | 0.7535 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.223 | 1.367 |...........|</span> -#> | F| Forward Diff. | 4.435 | 0.7821 | -0.2118 | -0.03855 | -#> |.....................| -0.07590 | -3.495 | 2.000 | -0.6027 | -#> <span style='text-decoration: underline;'>|.....................| -1.382 | -1.576 | -1.413 |...........|</span> -#> |<span style='font-weight: bold;'> 63</span>| 480.30581 | 1.001 | -1.252 | -0.9149 | -0.8991 | -#> |.....................| -0.8479 | -0.5266 | -0.9741 | -1.001 | -#> |.....................| -0.6178 | -0.7459 | -0.6746 |...........| -#> | U| 480.30581 | 94.12 | -5.652 | -1.003 | -0.2037 | -#> |.....................| 2.101 | 1.866 | 0.6854 | 0.7536 | -#> |.....................| 1.486 | 1.224 | 1.368 |...........| -#> | X|<span style='font-weight: bold;'> 480.30581</span> | 94.12 | 0.003510 | 0.2683 | 0.8157 | -#> |.....................| 8.176 | 1.866 | 0.6854 | 0.7536 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.224 | 1.368 |...........|</span> -#> | F| Forward Diff. | -5.315 | 0.7789 | -0.2090 | -0.03720 | -#> |.....................| -0.09944 | -3.577 | 1.911 | -0.6518 | -#> <span style='text-decoration: underline;'>|.....................| -1.378 | -1.528 | -1.376 |...........|</span> -#> |<span style='font-weight: bold;'> 64</span>| 480.30125 | 1.002 | -1.254 | -0.9146 | -0.8990 | -#> |.....................| -0.8478 | -0.5264 | -0.9748 | -1.001 | -#> |.....................| -0.6176 | -0.7454 | -0.6743 |...........| -#> | U| 480.30125 | 94.19 | -5.654 | -1.003 | -0.2037 | -#> |.....................| 2.101 | 1.866 | 0.6848 | 0.7538 | -#> |.....................| 1.486 | 1.224 | 1.368 |...........| -#> | X|<span style='font-weight: bold;'> 480.30125</span> | 94.19 | 0.003505 | 0.2683 | 0.8157 | -#> |.....................| 8.177 | 1.866 | 0.6848 | 0.7538 | -#> <span style='text-decoration: underline;'>|.....................| 1.486 | 1.224 | 1.368 |...........|</span> -#> | F| Forward Diff. | 4.353 | 0.7723 | -0.1834 | -0.03622 | -#> |.....................| -0.07047 | -3.672 | 1.822 | -0.6713 | -#> <span style='text-decoration: underline;'>|.....................| -1.445 | -1.532 | -1.389 |...........|</span> -#> |<span style='font-weight: bold;'> 65</span>| 480.29714 | 1.001 | -1.255 | -0.9143 | -0.8990 | -#> |.....................| -0.8476 | -0.5261 | -0.9754 | -1.001 | -#> |.....................| -0.6174 | -0.7450 | -0.6740 |...........| -#> | U| 480.29714 | 94.12 | -5.655 | -1.003 | -0.2036 | -#> |.....................| 2.101 | 1.866 | 0.6843 | 0.7539 | -#> |.....................| 1.487 | 1.225 | 1.369 |...........| -#> | X|<span style='font-weight: bold;'> 480.29714</span> | 94.12 | 0.003499 | 0.2684 | 0.8158 | -#> |.....................| 8.178 | 1.866 | 0.6843 | 0.7539 | -#> <span style='text-decoration: underline;'>|.....................| 1.487 | 1.225 | 1.369 |...........|</span> -#> | F| Forward Diff. | -5.435 | 0.7663 | -0.1878 | -0.03986 | -#> |.....................| -0.1019 | -3.343 | 1.893 | 0.6711 | -#> <span style='text-decoration: underline;'>|.....................| -1.269 | -1.487 | -1.354 |...........|</span> -#> |<span style='font-weight: bold;'> 66</span>| 480.29215 | 1.002 | -1.257 | -0.9143 | -0.8989 | -#> |.....................| -0.8476 | -0.5260 | -0.9760 | -1.001 | -#> |.....................| -0.6172 | -0.7444 | -0.6736 |...........| -#> | U| 480.29215 | 94.18 | -5.657 | -1.003 | -0.2036 | -#> |.....................| 2.102 | 1.867 | 0.6839 | 0.7538 | -#> |.....................| 1.487 | 1.226 | 1.369 |...........| -#> | X|<span style='font-weight: bold;'> 480.29215</span> | 94.18 | 0.003493 | 0.2684 | 0.8158 | -#> |.....................| 8.179 | 1.867 | 0.6839 | 0.7538 | -#> <span style='text-decoration: underline;'>|.....................| 1.487 | 1.226 | 1.369 |...........|</span> -#> | F| Forward Diff. | 4.161 | 0.7621 | -0.1686 | -0.03452 | -#> |.....................| -0.06632 | -3.552 | 1.775 | 0.6057 | -#> <span style='text-decoration: underline;'>|.....................| -1.379 | -1.473 | -1.364 |...........|</span> -#> |<span style='font-weight: bold;'> 67</span>| 480.28721 | 1.001 | -1.259 | -0.9145 | -0.8989 | -#> |.....................| -0.8476 | -0.5257 | -0.9765 | -1.001 | -#> |.....................| -0.6170 | -0.7439 | -0.6732 |...........| -#> | U| 480.28721 | 94.12 | -5.659 | -1.003 | -0.2035 | -#> |.....................| 2.102 | 1.867 | 0.6836 | 0.7537 | -#> |.....................| 1.487 | 1.226 | 1.369 |...........| -#> | X|<span style='font-weight: bold;'> 480.28721</span> | 94.12 | 0.003487 | 0.2684 | 0.8159 | -#> |.....................| 8.179 | 1.867 | 0.6836 | 0.7537 | -#> <span style='text-decoration: underline;'>|.....................| 1.487 | 1.226 | 1.369 |...........|</span> -#> | F| Forward Diff. | -4.925 | 0.7584 | -0.1913 | -0.03513 | -#> |.....................| -0.09132 | -3.418 | 1.781 | -0.6203 | -#> <span style='text-decoration: underline;'>|.....................| -1.349 | -1.417 | -1.313 |...........|</span> -#> |<span style='font-weight: bold;'> 68</span>| 480.28278 | 1.002 | -1.260 | -0.9144 | -0.8988 | -#> |.....................| -0.8475 | -0.5255 | -0.9770 | -1.001 | -#> |.....................| -0.6167 | -0.7434 | -0.6728 |...........| -#> | U| 480.28278 | 94.19 | -5.660 | -1.003 | -0.2035 | -#> |.....................| 2.102 | 1.867 | 0.6832 | 0.7537 | -#> |.....................| 1.487 | 1.227 | 1.370 |...........| -#> | X|<span style='font-weight: bold;'> 480.28278</span> | 94.19 | 0.003481 | 0.2684 | 0.8159 | -#> |.....................| 8.179 | 1.867 | 0.6832 | 0.7537 | -#> <span style='text-decoration: underline;'>|.....................| 1.487 | 1.227 | 1.370 |...........|</span> -#> | F| Forward Diff. | 4.442 | 0.7524 | -0.1734 | -0.03276 | -#> |.....................| -0.06267 | -3.400 | 1.746 | -0.5960 | -#> <span style='text-decoration: underline;'>|.....................| -1.307 | -1.411 | -1.323 |...........|</span> -#> |<span style='font-weight: bold;'> 69</span>| 480.27897 | 1.001 | -1.262 | -0.9141 | -0.8988 | -#> |.....................| -0.8474 | -0.5252 | -0.9776 | -1.001 | -#> |.....................| -0.6165 | -0.7431 | -0.6724 |...........| -#> | U| 480.27897 | 94.13 | -5.662 | -1.003 | -0.2034 | -#> |.....................| 2.102 | 1.867 | 0.6827 | 0.7539 | -#> |.....................| 1.488 | 1.227 | 1.370 |...........| -#> | X|<span style='font-weight: bold;'> 480.27897</span> | 94.13 | 0.003475 | 0.2684 | 0.8159 | -#> |.....................| 8.180 | 1.867 | 0.6827 | 0.7539 | -#> <span style='text-decoration: underline;'>|.....................| 1.488 | 1.227 | 1.370 |...........|</span> -#> | F| Forward Diff. | -4.732 | 0.7463 | -0.1764 | -0.03625 | -#> |.....................| -0.08933 | -3.375 | 1.716 | 0.6486 | -#> <span style='text-decoration: underline;'>|.....................| -1.273 | -1.374 | -1.283 |...........|</span> -#> |<span style='font-weight: bold;'> 70</span>| 480.27440 | 1.002 | -1.264 | -0.9140 | -0.8987 | -#> |.....................| -0.8473 | -0.5250 | -0.9782 | -1.001 | -#> |.....................| -0.6164 | -0.7427 | -0.6721 |...........| -#> | U| 480.2744 | 94.19 | -5.664 | -1.003 | -0.2034 | -#> |.....................| 2.102 | 1.867 | 0.6823 | 0.7538 | -#> |.....................| 1.488 | 1.227 | 1.371 |...........| -#> | X|<span style='font-weight: bold;'> 480.2744</span> | 94.19 | 0.003469 | 0.2684 | 0.8160 | -#> |.....................| 8.181 | 1.867 | 0.6823 | 0.7538 | -#> <span style='text-decoration: underline;'>|.....................| 1.488 | 1.227 | 1.371 |...........|</span> -#> | F| Forward Diff. | 4.305 | 0.7431 | -0.1535 | -0.02884 | -#> |.....................| -0.05624 | -3.424 | 1.641 | -0.6166 | -#> <span style='text-decoration: underline;'>|.....................| -1.366 | -1.368 | -1.291 |...........|</span> -#> |<span style='font-weight: bold;'> 71</span>| 480.27043 | 1.001 | -1.266 | -0.9140 | -0.8987 | -#> |.....................| -0.8473 | -0.5247 | -0.9786 | -1.001 | -#> |.....................| -0.6161 | -0.7423 | -0.6718 |...........| -#> | U| 480.27043 | 94.13 | -5.666 | -1.002 | -0.2033 | -#> |.....................| 2.102 | 1.868 | 0.6819 | 0.7539 | -#> |.....................| 1.488 | 1.228 | 1.371 |...........| -#> | X|<span style='font-weight: bold;'> 480.27043</span> | 94.13 | 0.003463 | 0.2685 | 0.8160 | -#> |.....................| 8.181 | 1.868 | 0.6819 | 0.7539 | -#> <span style='text-decoration: underline;'>|.....................| 1.488 | 1.228 | 1.371 |...........|</span> -#> | F| Forward Diff. | -4.306 | 0.7372 | -0.1665 | -0.03186 | -#> |.....................| -0.08221 | -3.333 | 1.631 | -0.6040 | -#> <span style='text-decoration: underline;'>|.....................| -1.265 | -1.322 | -1.255 |...........|</span> -#> |<span style='font-weight: bold;'> 72</span>| 480.26665 | 1.002 | -1.267 | -0.9136 | -0.8986 | -#> |.....................| -0.8471 | -0.5244 | -0.9791 | -1.001 | -#> |.....................| -0.6160 | -0.7419 | -0.6714 |...........| -#> | U| 480.26665 | 94.19 | -5.667 | -1.002 | -0.2032 | -#> |.....................| 2.102 | 1.868 | 0.6815 | 0.7540 | -#> |.....................| 1.488 | 1.228 | 1.371 |...........| -#> | X|<span style='font-weight: bold;'> 480.26665</span> | 94.19 | 0.003457 | 0.2685 | 0.8161 | -#> |.....................| 8.182 | 1.868 | 0.6815 | 0.7540 | -#> <span style='text-decoration: underline;'>|.....................| 1.488 | 1.228 | 1.371 |...........|</span> -#> | F| Forward Diff. | 4.654 | 0.7327 | -0.1326 | -0.02617 | -#> |.....................| -0.04981 | -3.394 | 1.559 | -0.6139 | -#> <span style='text-decoration: underline;'>|.....................| -1.358 | -1.341 | -1.268 |...........|</span> -#> |<span style='font-weight: bold;'> 73</span>| 480.26300 | 1.001 | -1.269 | -0.9132 | -0.8985 | -#> |.....................| -0.8470 | -0.5241 | -0.9796 | -1.000 | -#> |.....................| -0.6158 | -0.7416 | -0.6711 |...........| -#> | U| 480.263 | 94.13 | -5.669 | -1.002 | -0.2032 | -#> |.....................| 2.102 | 1.868 | 0.6812 | 0.7542 | -#> |.....................| 1.488 | 1.229 | 1.372 |...........| -#> | X|<span style='font-weight: bold;'> 480.263</span> | 94.13 | 0.003451 | 0.2686 | 0.8162 | -#> |.....................| 8.183 | 1.868 | 0.6812 | 0.7542 | -#> <span style='text-decoration: underline;'>|.....................| 1.488 | 1.229 | 1.372 |...........|</span> -#> | F| Forward Diff. | -4.009 | 0.7258 | -0.1343 | -0.03035 | -#> |.....................| -0.07619 | -3.164 | 1.609 | -0.5397 | -#> <span style='text-decoration: underline;'>|.....................| -1.251 | -1.282 | -1.219 |...........|</span> -#> |<span style='font-weight: bold;'> 74</span>| 480.25930 | 1.002 | -1.271 | -0.9130 | -0.8985 | -#> |.....................| -0.8469 | -0.5239 | -0.9802 | -1.000 | -#> |.....................| -0.6155 | -0.7412 | -0.6708 |...........| -#> | U| 480.2593 | 94.19 | -5.671 | -1.002 | -0.2031 | -#> |.....................| 2.102 | 1.868 | 0.6807 | 0.7543 | -#> |.....................| 1.489 | 1.229 | 1.372 |...........| -#> | X|<span style='font-weight: bold;'> 480.2593</span> | 94.19 | 0.003445 | 0.2686 | 0.8162 | -#> |.....................| 8.184 | 1.868 | 0.6807 | 0.7543 | -#> <span style='text-decoration: underline;'>|.....................| 1.489 | 1.229 | 1.372 |...........|</span> -#> | F| Forward Diff. | 4.851 | 0.7223 | -0.1045 | -0.02290 | -#> |.....................| -0.04316 | -3.376 | 1.478 | 0.6193 | -#> <span style='text-decoration: underline;'>|.....................| -1.343 | -1.302 | -1.232 |...........|</span> -#> |<span style='font-weight: bold;'> 75</span>| 480.25486 | 1.001 | -1.273 | -0.9131 | -0.8984 | -#> |.....................| -0.8469 | -0.5237 | -0.9805 | -1.000 | -#> |.....................| -0.6152 | -0.7408 | -0.6705 |...........| -#> | U| 480.25486 | 94.14 | -5.673 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.868 | 0.6805 | 0.7542 | -#> |.....................| 1.489 | 1.230 | 1.373 |...........| -#> | X|<span style='font-weight: bold;'> 480.25486</span> | 94.14 | 0.003439 | 0.2686 | 0.8162 | -#> |.....................| 8.184 | 1.868 | 0.6805 | 0.7542 | -#> <span style='text-decoration: underline;'>|.....................| 1.489 | 1.230 | 1.373 |...........|</span> -#> | F| Forward Diff. | -3.282 | 0.7167 | -0.1236 | -0.02586 | -#> |.....................| -0.06793 | -3.294 | 1.470 | 0.6693 | -#> <span style='text-decoration: underline;'>|.....................| -1.247 | -1.242 | -1.194 |...........|</span> -#> |<span style='font-weight: bold;'> 76</span>| 480.25000 | 1.002 | -1.274 | -0.9134 | -0.8984 | -#> |.....................| -0.8469 | -0.5231 | -0.9806 | -1.001 | -#> |.....................| -0.6147 | -0.7402 | -0.6701 |...........| -#> | U| 480.25 | 94.20 | -5.674 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.869 | 0.6804 | 0.7539 | -#> |.....................| 1.490 | 1.230 | 1.373 |...........| -#> | X|<span style='font-weight: bold;'> 480.25</span> | 94.20 | 0.003434 | 0.2686 | 0.8163 | -#> |.....................| 8.184 | 1.869 | 0.6804 | 0.7539 | -#> <span style='text-decoration: underline;'>|.....................| 1.490 | 1.230 | 1.373 |...........|</span> -#> | F| Forward Diff. | 5.823 | 0.7134 | -0.1173 | -0.02040 | -#> |.....................| -0.04062 | -3.151 | 1.491 | -0.5685 | -#> <span style='text-decoration: underline;'>|.....................| -1.243 | -1.237 | -1.210 |...........|</span> -#> |<span style='font-weight: bold;'> 77</span>| 480.24598 | 1.001 | -1.276 | -0.9134 | -0.8984 | -#> |.....................| -0.8469 | -0.5229 | -0.9809 | -1.001 | -#> |.....................| -0.6145 | -0.7399 | -0.6698 |...........| -#> | U| 480.24598 | 94.13 | -5.676 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.869 | 0.6802 | 0.7539 | -#> |.....................| 1.490 | 1.231 | 1.373 |...........| -#> | X|<span style='font-weight: bold;'> 480.24598</span> | 94.13 | 0.003427 | 0.2686 | 0.8163 | -#> |.....................| 8.184 | 1.869 | 0.6802 | 0.7539 | -#> <span style='text-decoration: underline;'>|.....................| 1.490 | 1.231 | 1.373 |...........|</span> -#> | F| Forward Diff. | -3.294 | 0.7076 | -0.1362 | -0.02383 | -#> |.....................| -0.06566 | -3.147 | 1.461 | 0.6663 | -#> <span style='text-decoration: underline;'>|.....................| -1.244 | -1.185 | -1.155 |...........|</span> -#> |<span style='font-weight: bold;'> 78</span>| 480.24152 | 1.002 | -1.278 | -0.9134 | -0.8983 | -#> |.....................| -0.8469 | -0.5225 | -0.9813 | -1.001 | -#> |.....................| -0.6142 | -0.7395 | -0.6694 |...........| -#> | U| 480.24152 | 94.19 | -5.678 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.869 | 0.6799 | 0.7538 | -#> |.....................| 1.490 | 1.231 | 1.374 |...........| -#> | X|<span style='font-weight: bold;'> 480.24152</span> | 94.19 | 0.003421 | 0.2686 | 0.8163 | -#> |.....................| 8.184 | 1.869 | 0.6799 | 0.7538 | -#> <span style='text-decoration: underline;'>|.....................| 1.490 | 1.231 | 1.374 |...........|</span> -#> | F| Forward Diff. | 4.573 | 0.7031 | -0.1214 | -0.01999 | -#> |.....................| -0.04022 | -3.129 | 1.425 | 0.6287 | -#> <span style='text-decoration: underline;'>|.....................| -1.274 | -1.197 | -1.174 |...........|</span> -#> |<span style='font-weight: bold;'> 79</span>| 480.23703 | 1.001 | -1.280 | -0.9136 | -0.8983 | -#> |.....................| -0.8469 | -0.5223 | -0.9815 | -1.001 | -#> |.....................| -0.6136 | -0.7392 | -0.6691 |...........| -#> | U| 480.23703 | 94.13 | -5.680 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.869 | 0.6797 | 0.7536 | -#> |.....................| 1.491 | 1.231 | 1.374 |...........| -#> | X|<span style='font-weight: bold;'> 480.23703</span> | 94.13 | 0.003415 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.869 | 0.6797 | 0.7536 | -#> <span style='text-decoration: underline;'>|.....................| 1.491 | 1.231 | 1.374 |...........|</span> -#> | F| Forward Diff. | -3.496 | 0.6977 | -0.1464 | -0.02500 | -#> |.....................| -0.06997 | -3.031 | 1.316 | 0.6455 | -#> <span style='text-decoration: underline;'>|.....................| -1.198 | -1.144 | -1.124 |...........|</span> -#> |<span style='font-weight: bold;'> 80</span>| 480.23246 | 1.002 | -1.281 | -0.9138 | -0.8983 | -#> |.....................| -0.8469 | -0.5219 | -0.9816 | -1.001 | -#> |.....................| -0.6131 | -0.7387 | -0.6687 |...........| -#> | U| 480.23246 | 94.19 | -5.681 | -1.002 | -0.2030 | -#> |.....................| 2.102 | 1.870 | 0.6796 | 0.7533 | -#> |.....................| 1.492 | 1.232 | 1.375 |...........| -#> | X|<span style='font-weight: bold;'> 480.23246</span> | 94.19 | 0.003409 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.870 | 0.6796 | 0.7533 | -#> <span style='text-decoration: underline;'>|.....................| 1.492 | 1.232 | 1.375 |...........|</span> -#> | F| Forward Diff. | 4.825 | 0.6940 | -0.1347 | -0.01919 | -#> |.....................| -0.03939 | -3.118 | 1.378 | 0.5922 | -#> <span style='text-decoration: underline;'>|.....................| -1.219 | -1.136 | -1.127 |...........|</span> -#> |<span style='font-weight: bold;'> 81</span>| 480.22809 | 1.001 | -1.283 | -0.9138 | -0.8983 | -#> |.....................| -0.8469 | -0.5217 | -0.9816 | -1.002 | -#> |.....................| -0.6127 | -0.7384 | -0.6684 |...........| -#> | U| 480.22809 | 94.14 | -5.683 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.870 | 0.6796 | 0.7531 | -#> |.....................| 1.492 | 1.232 | 1.375 |...........| -#> | X|<span style='font-weight: bold;'> 480.22809</span> | 94.14 | 0.003403 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.870 | 0.6796 | 0.7531 | -#> <span style='text-decoration: underline;'>|.....................| 1.492 | 1.232 | 1.375 |...........|</span> -#> | F| Forward Diff. | -3.001 | 0.6885 | -0.1518 | -0.02256 | -#> |.....................| -0.06414 | -2.892 | 1.443 | 0.6415 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -1.098 | -1.101 |...........|</span> -#> |<span style='font-weight: bold;'> 82</span>| 480.22387 | 1.002 | -1.285 | -0.9139 | -0.8983 | -#> |.....................| -0.8469 | -0.5212 | -0.9821 | -1.002 | -#> |.....................| -0.6124 | -0.7381 | -0.6680 |...........| -#> | U| 480.22387 | 94.19 | -5.685 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.870 | 0.6793 | 0.7529 | -#> |.....................| 1.492 | 1.232 | 1.375 |...........| -#> | X|<span style='font-weight: bold;'> 480.22387</span> | 94.19 | 0.003397 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.870 | 0.6793 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.492 | 1.232 | 1.375 |...........|</span> -#> | F| Forward Diff. | 5.360 | 0.6846 | -0.1392 | -0.01938 | -#> |.....................| -0.04006 | -2.853 | 1.421 | -0.5715 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -1.117 | -1.118 |...........|</span> -#> |<span style='font-weight: bold;'> 83</span>| 480.22054 | 1.001 | -1.287 | -0.9139 | -0.8983 | -#> |.....................| -0.8469 | -0.5210 | -0.9826 | -1.002 | -#> |.....................| -0.6125 | -0.7380 | -0.6676 |...........| -#> | U| 480.22054 | 94.14 | -5.687 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.871 | 0.6789 | 0.7530 | -#> |.....................| 1.492 | 1.233 | 1.376 |...........| -#> | X|<span style='font-weight: bold;'> 480.22054</span> | 94.14 | 0.003391 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.871 | 0.6789 | 0.7530 | -#> <span style='text-decoration: underline;'>|.....................| 1.492 | 1.233 | 1.376 |...........|</span> -#> | F| Forward Diff. | -2.774 | 0.6781 | -0.1521 | -0.02419 | -#> |.....................| -0.06697 | -2.800 | 1.392 | 0.6467 | -#> <span style='text-decoration: underline;'>|.....................| -1.111 | -1.074 | -1.064 |...........|</span> -#> |<span style='font-weight: bold;'> 84</span>| 480.21670 | 1.002 | -1.288 | -0.9138 | -0.8983 | -#> |.....................| -0.8469 | -0.5206 | -0.9832 | -1.002 | -#> |.....................| -0.6123 | -0.7378 | -0.6672 |...........| -#> | U| 480.2167 | 94.19 | -5.688 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.871 | 0.6784 | 0.7529 | -#> |.....................| 1.493 | 1.233 | 1.376 |...........| -#> | X|<span style='font-weight: bold;'> 480.2167</span> | 94.19 | 0.003385 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.871 | 0.6784 | 0.7529 | -#> <span style='text-decoration: underline;'>|.....................| 1.493 | 1.233 | 1.376 |...........|</span> -#> | F| Forward Diff. | 4.519 | 0.6730 | -0.1351 | -0.02088 | -#> |.....................| -0.04118 | -2.856 | 1.311 | 0.6094 | -#> <span style='text-decoration: underline;'>|.....................| -1.165 | -1.062 | -1.048 |...........|</span> -#> |<span style='font-weight: bold;'> 85</span>| 480.21269 | 1.001 | -1.290 | -0.9139 | -0.8983 | -#> |.....................| -0.8469 | -0.5205 | -0.9835 | -1.002 | -#> |.....................| -0.6119 | -0.7376 | -0.6670 |...........| -#> | U| 480.21269 | 94.14 | -5.690 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.871 | 0.6782 | 0.7527 | -#> |.....................| 1.493 | 1.233 | 1.377 |...........| -#> | X|<span style='font-weight: bold;'> 480.21269</span> | 94.14 | 0.003379 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.871 | 0.6782 | 0.7527 | -#> <span style='text-decoration: underline;'>|.....................| 1.493 | 1.233 | 1.377 |...........|</span> -#> | F| Forward Diff. | -2.933 | 0.6686 | -0.1517 | -0.01805 | -#> |.....................| -0.06304 | -2.806 | 1.298 | 0.6045 | -#> <span style='text-decoration: underline;'>|.....................| -1.073 | -1.045 | -1.026 |...........|</span> -#> |<span style='font-weight: bold;'> 86</span>| 480.20865 | 1.002 | -1.292 | -0.9139 | -0.8983 | -#> |.....................| -0.8469 | -0.5201 | -0.9839 | -1.002 | -#> |.....................| -0.6115 | -0.7373 | -0.6667 |...........| -#> | U| 480.20865 | 94.19 | -5.692 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.871 | 0.6779 | 0.7525 | -#> |.....................| 1.494 | 1.233 | 1.377 |...........| -#> | X|<span style='font-weight: bold;'> 480.20865</span> | 94.19 | 0.003373 | 0.2685 | 0.8163 | -#> |.....................| 8.184 | 1.871 | 0.6779 | 0.7525 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.233 | 1.377 |...........|</span> -#> | F| Forward Diff. | 4.802 | 0.6647 | -0.1367 | -0.01906 | -#> |.....................| -0.03994 | -2.699 | 1.311 | -0.5807 | -#> <span style='text-decoration: underline;'>|.....................| -1.078 | -1.030 | -1.030 |...........|</span> -#> |<span style='font-weight: bold;'> 87</span>| 480.20558 | 1.001 | -1.294 | -0.9137 | -0.8983 | -#> |.....................| -0.8468 | -0.5199 | -0.9842 | -1.002 | -#> |.....................| -0.6113 | -0.7372 | -0.6665 |...........| -#> | U| 480.20558 | 94.14 | -5.694 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.871 | 0.6776 | 0.7525 | -#> |.....................| 1.494 | 1.233 | 1.377 |...........| -#> | X|<span style='font-weight: bold;'> 480.20558</span> | 94.14 | 0.003367 | 0.2685 | 0.8163 | -#> |.....................| 8.185 | 1.871 | 0.6776 | 0.7525 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.233 | 1.377 |...........|</span> -#> | F| Forward Diff. | -2.911 | 0.6576 | -0.1438 | -0.02051 | -#> |.....................| -0.06613 | -2.751 | 1.246 | -0.6218 | -#> <span style='text-decoration: underline;'>|.....................| -1.053 | -1.017 | -1.010 |...........|</span> -#> |<span style='font-weight: bold;'> 88</span>| 480.20291 | 1.002 | -1.296 | -0.9132 | -0.8982 | -#> |.....................| -0.8467 | -0.5195 | -0.9848 | -1.002 | -#> |.....................| -0.6112 | -0.7370 | -0.6662 |...........| -#> | U| 480.20291 | 94.19 | -5.696 | -1.002 | -0.2029 | -#> |.....................| 2.102 | 1.872 | 0.6772 | 0.7527 | -#> |.....................| 1.494 | 1.234 | 1.377 |...........| -#> | X|<span style='font-weight: bold;'> 480.20291</span> | 94.19 | 0.003361 | 0.2686 | 0.8164 | -#> |.....................| 8.186 | 1.872 | 0.6772 | 0.7527 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.234 | 1.377 |...........|</span> -#> | F| Forward Diff. | 4.296 | 0.6533 | -0.1055 | -0.01383 | -#> |.....................| -0.03435 | -2.750 | 1.192 | -0.6155 | -#> <span style='text-decoration: underline;'>|.....................| -1.121 | -1.037 | -1.054 |...........|</span> -#> |<span style='font-weight: bold;'> 89</span>| 480.20010 | 1.001 | -1.297 | -0.9127 | -0.8982 | -#> |.....................| -0.8466 | -0.5193 | -0.9850 | -1.002 | -#> |.....................| -0.6110 | -0.7368 | -0.6658 |...........| -#> | U| 480.2001 | 94.14 | -5.697 | -1.001 | -0.2028 | -#> |.....................| 2.103 | 1.872 | 0.6771 | 0.7528 | -#> |.....................| 1.494 | 1.234 | 1.378 |...........| -#> | X|<span style='font-weight: bold;'> 480.2001</span> | 94.14 | 0.003355 | 0.2687 | 0.8164 | -#> |.....................| 8.187 | 1.872 | 0.6771 | 0.7528 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.234 | 1.378 |...........|</span> -#> | F| Forward Diff. | -2.841 | 0.6461 | -0.09617 | -0.01892 | -#> |.....................| -0.05600 | -2.503 | 1.255 | 0.6797 | -#> <span style='text-decoration: underline;'>|.....................| -0.9587 | -1.006 | -0.9794 |...........|</span> -#> |<span style='font-weight: bold;'> 90</span>| 480.19652 | 1.002 | -1.299 | -0.9127 | -0.8982 | -#> |.....................| -0.8466 | -0.5191 | -0.9853 | -1.002 | -#> |.....................| -0.6108 | -0.7364 | -0.6653 |...........| -#> | U| 480.19652 | 94.19 | -5.699 | -1.001 | -0.2028 | -#> |.....................| 2.103 | 1.872 | 0.6768 | 0.7526 | -#> |.....................| 1.494 | 1.234 | 1.378 |...........| -#> | X|<span style='font-weight: bold;'> 480.19652</span> | 94.19 | 0.003349 | 0.2687 | 0.8164 | -#> |.....................| 8.187 | 1.872 | 0.6768 | 0.7526 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.234 | 1.378 |...........|</span> -#> |<span style='font-weight: bold;'> 91</span>| 480.19461 | 1.002 | -1.301 | -0.9128 | -0.8982 | -#> |.....................| -0.8466 | -0.5193 | -0.9855 | -1.002 | -#> |.....................| -0.6107 | -0.7361 | -0.6650 |...........| -#> | U| 480.19461 | 94.18 | -5.701 | -1.001 | -0.2028 | -#> |.....................| 2.103 | 1.872 | 0.6767 | 0.7526 | -#> |.....................| 1.494 | 1.235 | 1.379 |...........| -#> | X|<span style='font-weight: bold;'> 480.19461</span> | 94.18 | 0.003342 | 0.2687 | 0.8164 | -#> |.....................| 8.187 | 1.872 | 0.6767 | 0.7526 | -#> <span style='text-decoration: underline;'>|.....................| 1.494 | 1.235 | 1.379 |...........|</span> -#> |<span style='font-weight: bold;'> 92</span>| 480.18441 | 1.002 | -1.313 | -0.9134 | -0.8983 | -#> |.....................| -0.8466 | -0.5209 | -0.9862 | -1.003 | -#> |.....................| -0.6104 | -0.7344 | -0.6628 |...........| -#> | U| 480.18441 | 94.17 | -5.713 | -1.002 | -0.2029 | -#> |.....................| 2.103 | 1.871 | 0.6762 | 0.7522 | -#> |.....................| 1.495 | 1.237 | 1.381 |...........| -#> | X|<span style='font-weight: bold;'> 480.18441</span> | 94.17 | 0.003303 | 0.2686 | 0.8164 | -#> |.....................| 8.187 | 1.871 | 0.6762 | 0.7522 | -#> <span style='text-decoration: underline;'>|.....................| 1.495 | 1.237 | 1.381 |...........|</span> -#> |<span style='font-weight: bold;'> 93</span>| 480.15712 | 1.001 | -1.360 | -0.9157 | -0.8984 | -#> |.....................| -0.8466 | -0.5271 | -0.9890 | -1.004 | -#> |.....................| -0.6089 | -0.7277 | -0.6540 |...........| -#> | U| 480.15712 | 94.12 | -5.760 | -1.004 | -0.2031 | -#> |.....................| 2.103 | 1.866 | 0.6740 | 0.7509 | -#> |.....................| 1.497 | 1.244 | 1.391 |...........| -#> | X|<span style='font-weight: bold;'> 480.15712</span> | 94.12 | 0.003151 | 0.2681 | 0.8162 | -#> |.....................| 8.187 | 1.866 | 0.6740 | 0.7509 | -#> <span style='text-decoration: underline;'>|.....................| 1.497 | 1.244 | 1.391 |...........|</span> -#> |<span style='font-weight: bold;'> 94</span>| 480.23418 | 0.9997 | -1.543 | -0.9246 | -0.8991 | -#> |.....................| -0.8465 | -0.5509 | -1.000 | -1.011 | -#> |.....................| -0.6032 | -0.7017 | -0.6198 |...........| -#> | U| 480.23418 | 93.97 | -5.943 | -1.013 | -0.2037 | -#> |.....................| 2.103 | 1.847 | 0.6655 | 0.7454 | -#> |.....................| 1.503 | 1.272 | 1.431 |...........| -#> | X|<span style='font-weight: bold;'> 480.23418</span> | 93.97 | 0.002624 | 0.2664 | 0.8157 | -#> |.....................| 8.187 | 1.847 | 0.6655 | 0.7454 | -#> <span style='text-decoration: underline;'>|.....................| 1.503 | 1.272 | 1.431 |...........|</span> -#> | F| Forward Diff. | -6.048 | 0.4781 | -0.2230 | -0.02217 | -#> |.....................| -0.05480 | -3.577 | 0.9301 | 0.6494 | -#> <span style='text-decoration: underline;'>|.....................| -1.028 | -0.4525 | -0.4232 |...........|</span> -#> |<span style='font-weight: bold;'> 95</span>| 480.10748 | 1.002 | -1.612 | -0.8919 | -0.8955 | -#> |.....................| -0.8419 | -0.5057 | -1.005 | -1.011 | -#> |.....................| -0.6089 | -0.7402 | -0.6757 |...........| -#> | U| 480.10748 | 94.20 | -6.012 | -0.9804 | -0.2001 | -#> |.....................| 2.107 | 1.883 | 0.6618 | 0.7449 | -#> |.....................| 1.497 | 1.230 | 1.367 |...........| -#> | X|<span style='font-weight: bold;'> 480.10748</span> | 94.20 | 0.002450 | 0.2728 | 0.8186 | -#> |.....................| 8.225 | 1.883 | 0.6618 | 0.7449 | -#> <span style='text-decoration: underline;'>|.....................| 1.497 | 1.230 | 1.367 |...........|</span> -#> | F| Forward Diff. | 5.588 | -0.2032 | 1.050 | 0.05863 | -#> |.....................| 0.1556 | -1.013 | -0.1797 | 0.1430 | -#> <span style='text-decoration: underline;'>|.....................| -1.088 | -1.192 | -1.504 |...........|</span> -#> |<span style='font-weight: bold;'> 96</span>| 480.44664 | 1.003 | -1.804 | -0.9880 | -0.8940 | -#> |.....................| -0.8524 | -0.4601 | -0.9127 | -1.040 | -#> |.....................| -0.5485 | -0.7099 | -0.6226 |...........| -#> | U| 480.44664 | 94.31 | -6.204 | -1.077 | -0.1987 | -#> |.....................| 2.097 | 1.919 | 0.7320 | 0.7196 | -#> |.....................| 1.568 | 1.263 | 1.427 |...........| -#> | X|<span style='font-weight: bold;'> 480.44664</span> | 94.31 | 0.002022 | 0.2542 | 0.8198 | -#> |.....................| 8.139 | 1.919 | 0.7320 | 0.7196 | -#> <span style='text-decoration: underline;'>|.....................| 1.568 | 1.263 | 1.427 |...........|</span> -#> |<span style='font-weight: bold;'> 97</span>| 480.05051 | 1.002 | -1.657 | -0.9147 | -0.8952 | -#> |.....................| -0.8444 | -0.4949 | -0.9832 | -1.018 | -#> |.....................| -0.5946 | -0.7329 | -0.6630 |...........| -#> | U| 480.05051 | 94.19 | -6.057 | -1.003 | -0.1998 | -#> |.....................| 2.105 | 1.891 | 0.6784 | 0.7389 | -#> |.....................| 1.514 | 1.238 | 1.381 |...........| -#> | X|<span style='font-weight: bold;'> 480.05051</span> | 94.19 | 0.002341 | 0.2683 | 0.8189 | -#> |.....................| 8.205 | 1.891 | 0.6784 | 0.7389 | -#> <span style='text-decoration: underline;'>|.....................| 1.514 | 1.238 | 1.381 |...........|</span> -#> | F| Forward Diff. | 3.048 | -0.2764 | -0.02525 | 0.07726 | -#> |.....................| 0.1002 | 0.1555 | 1.072 | 0.1458 | -#> <span style='text-decoration: underline;'>|.....................| -0.5013 | -0.7465 | -0.9442 |...........|</span> -#> |<span style='font-weight: bold;'> 98</span>| 480.05873 | 1.002 | -1.641 | -0.9145 | -0.9051 | -#> |.....................| -0.8597 | -0.5017 | -0.9961 | -1.019 | -#> |.....................| -0.5552 | -0.7600 | -0.6392 |...........| -#> | U| 480.05873 | 94.21 | -6.041 | -1.003 | -0.2097 | -#> |.....................| 2.089 | 1.886 | 0.6686 | 0.7381 | -#> |.....................| 1.561 | 1.209 | 1.408 |...........| -#> | X|<span style='font-weight: bold;'> 480.05873</span> | 94.21 | 0.002380 | 0.2684 | 0.8108 | -#> |.....................| 8.080 | 1.886 | 0.6686 | 0.7381 | -#> <span style='text-decoration: underline;'>|.....................| 1.561 | 1.209 | 1.408 |...........|</span> -#> |<span style='font-weight: bold;'> 99</span>| 480.03299 | 1.002 | -1.650 | -0.9146 | -0.8993 | -#> |.....................| -0.8508 | -0.4977 | -0.9887 | -1.018 | -#> |.....................| -0.5780 | -0.7442 | -0.6529 |...........| -#> | U| 480.03299 | 94.17 | -6.050 | -1.003 | -0.2040 | -#> |.....................| 2.098 | 1.889 | 0.6742 | 0.7386 | -#> |.....................| 1.533 | 1.226 | 1.393 |...........| -#> | X|<span style='font-weight: bold;'> 480.03299</span> | 94.17 | 0.002357 | 0.2683 | 0.8155 | -#> |.....................| 8.152 | 1.889 | 0.6742 | 0.7386 | -#> <span style='text-decoration: underline;'>|.....................| 1.533 | 1.226 | 1.393 |...........|</span> -#> | F| Forward Diff. | -0.07884 | -0.2508 | -0.03233 | -0.02314 | -#> |.....................| -0.1302 | 0.06288 | 0.7629 | 0.2261 | -#> <span style='text-decoration: underline;'>|.....................| 0.3850 | -1.277 | -0.6610 |...........|</span> -#> |<span style='font-weight: bold;'> 100</span>| 480.00970 | 1.003 | -1.641 | -0.9125 | -0.9005 | -#> |.....................| -0.8500 | -0.4980 | -0.9983 | -1.021 | -#> |.....................| -0.5841 | -0.7275 | -0.6414 |...........| -#> | U| 480.0097 | 94.26 | -6.041 | -1.001 | -0.2051 | -#> |.....................| 2.099 | 1.889 | 0.6670 | 0.7367 | -#> |.....................| 1.526 | 1.244 | 1.406 |...........| -#> | X|<span style='font-weight: bold;'> 480.0097</span> | 94.26 | 0.002380 | 0.2687 | 0.8145 | -#> |.....................| 8.159 | 1.889 | 0.6670 | 0.7367 | -#> <span style='text-decoration: underline;'>|.....................| 1.526 | 1.244 | 1.406 |...........|</span> -#> | F| Forward Diff. | 12.51 | -0.2151 | 0.1066 | -0.04414 | -#> |.....................| -0.06212 | -0.2557 | 0.09002 | -0.09728 | -#> <span style='text-decoration: underline;'>|.....................| 0.06582 | -0.3883 | 0.07016 |...........|</span> -#> |<span style='font-weight: bold;'> 101</span>| 480.02569 | 1.000 | -1.627 | -0.9257 | -0.9015 | -#> |.....................| -0.8496 | -0.4974 | -1.010 | -1.023 | -#> |.....................| -0.5876 | -0.7200 | -0.6493 |...........| -#> | U| 480.02569 | 94.03 | -6.027 | -1.014 | -0.2061 | -#> |.....................| 2.099 | 1.889 | 0.6581 | 0.7348 | -#> |.....................| 1.522 | 1.252 | 1.397 |...........| -#> | X|<span style='font-weight: bold;'> 480.02569</span> | 94.03 | 0.002413 | 0.2662 | 0.8138 | -#> |.....................| 8.162 | 1.889 | 0.6581 | 0.7348 | -#> <span style='text-decoration: underline;'>|.....................| 1.522 | 1.252 | 1.397 |...........|</span> -#> |<span style='font-weight: bold;'> 102</span>| 480.01783 | 1.000 | -1.636 | -0.9171 | -0.9008 | -#> |.....................| -0.8499 | -0.4978 | -1.002 | -1.021 | -#> |.....................| -0.5853 | -0.7249 | -0.6441 |...........| -#> | U| 480.01783 | 94.03 | -6.036 | -1.006 | -0.2055 | -#> |.....................| 2.099 | 1.889 | 0.6639 | 0.7361 | -#> |.....................| 1.525 | 1.247 | 1.403 |...........| -#> | X|<span style='font-weight: bold;'> 480.01783</span> | 94.03 | 0.002392 | 0.2678 | 0.8143 | -#> |.....................| 8.160 | 1.889 | 0.6639 | 0.7361 | -#> <span style='text-decoration: underline;'>|.....................| 1.525 | 1.247 | 1.403 |...........|</span> -#> |<span style='font-weight: bold;'> 103</span>| 480.01762 | 1.000 | -1.639 | -0.9140 | -0.9006 | -#> |.....................| -0.8500 | -0.4979 | -0.9995 | -1.021 | -#> |.....................| -0.5844 | -0.7266 | -0.6422 |...........| -#> | U| 480.01762 | 94.04 | -6.039 | -1.002 | -0.2052 | -#> |.....................| 2.099 | 1.889 | 0.6660 | 0.7365 | -#> |.....................| 1.526 | 1.245 | 1.405 |...........| -#> | X|<span style='font-weight: bold;'> 480.01762</span> | 94.04 | 0.002384 | 0.2685 | 0.8145 | -#> |.....................| 8.159 | 1.889 | 0.6660 | 0.7365 | -#> <span style='text-decoration: underline;'>|.....................| 1.526 | 1.245 | 1.405 |...........|</span> -#> |<span style='font-weight: bold;'> 104</span>| 480.00603 | 1.001 | -1.641 | -0.9125 | -0.9005 | -#> |.....................| -0.8500 | -0.4980 | -0.9983 | -1.021 | -#> |.....................| -0.5841 | -0.7275 | -0.6414 |...........| -#> | U| 480.00603 | 94.12 | -6.041 | -1.001 | -0.2051 | -#> |.....................| 2.099 | 1.889 | 0.6670 | 0.7367 | -#> |.....................| 1.526 | 1.244 | 1.406 |...........| -#> | X|<span style='font-weight: bold;'> 480.00603</span> | 94.12 | 0.002380 | 0.2687 | 0.8145 | -#> |.....................| 8.159 | 1.889 | 0.6670 | 0.7367 | -#> <span style='text-decoration: underline;'>|.....................| 1.526 | 1.244 | 1.406 |...........|</span> -#> | F| Forward Diff. | -6.885 | -0.2187 | 0.06031 | -0.05864 | -#> |.....................| -0.1316 | -0.6942 | -0.07940 | 0.7419 | -#> <span style='text-decoration: underline;'>|.....................| -0.2628 | -0.6303 | -0.1748 |...........|</span> -#> |<span style='font-weight: bold;'> 105</span>| 480.00355 | 1.002 | -1.640 | -0.9125 | -0.9004 | -#> |.....................| -0.8497 | -0.4981 | -0.9983 | -1.021 | -#> |.....................| -0.5835 | -0.7267 | -0.6420 |...........| -#> | U| 480.00355 | 94.17 | -6.040 | -1.001 | -0.2050 | -#> |.....................| 2.099 | 1.889 | 0.6669 | 0.7366 | -#> |.....................| 1.527 | 1.245 | 1.405 |...........| -#> | X|<span style='font-weight: bold;'> 480.00355</span> | 94.17 | 0.002382 | 0.2687 | 0.8147 | -#> |.....................| 8.162 | 1.889 | 0.6669 | 0.7366 | -#> <span style='text-decoration: underline;'>|.....................| 1.527 | 1.245 | 1.405 |...........|</span> -#> | F| Forward Diff. | -0.1332 | -0.2152 | 0.07761 | -0.04946 | -#> |.....................| -0.09731 | -0.07704 | 0.1258 | 0.9492 | -#> <span style='text-decoration: underline;'>|.....................| 0.08309 | -0.3432 | 0.03979 |...........|</span> -#> |<span style='font-weight: bold;'> 106</span>| 480.00003 | 1.002 | -1.640 | -0.9126 | -0.9003 | -#> |.....................| -0.8495 | -0.4980 | -0.9985 | -1.022 | -#> |.....................| -0.5836 | -0.7262 | -0.6420 |...........| -#> | U| 480.00003 | 94.19 | -6.040 | -1.001 | -0.2049 | -#> |.....................| 2.100 | 1.889 | 0.6668 | 0.7355 | -#> |.....................| 1.527 | 1.245 | 1.405 |...........| -#> | X|<span style='font-weight: bold;'> 480.00003</span> | 94.19 | 0.002382 | 0.2687 | 0.8147 | -#> |.....................| 8.163 | 1.889 | 0.6668 | 0.7355 | -#> <span style='text-decoration: underline;'>|.....................| 1.527 | 1.245 | 1.405 |...........|</span> -#> | F| Forward Diff. | 2.294 | -0.2073 | 0.08146 | -0.04541 | -#> |.....................| -0.07807 | -0.2293 | 0.05730 | 0.8075 | -#> <span style='text-decoration: underline;'>|.....................| -0.008164 | -0.3171 | 0.03808 |...........|</span> -#> |<span style='font-weight: bold;'> 107</span>| 479.99578 | 1.002 | -1.638 | -0.9109 | -0.8997 | -#> |.....................| -0.8483 | -0.4984 | -0.9975 | -1.023 | -#> |.....................| -0.5809 | -0.7230 | -0.6440 |...........| -#> | U| 479.99578 | 94.17 | -6.038 | -0.9994 | -0.2043 | -#> |.....................| 2.101 | 1.889 | 0.6675 | 0.7343 | -#> |.....................| 1.530 | 1.249 | 1.403 |...........| -#> | X|<span style='font-weight: bold;'> 479.99578</span> | 94.17 | 0.002387 | 0.2691 | 0.8152 | -#> |.....................| 8.172 | 1.889 | 0.6675 | 0.7343 | -#> <span style='text-decoration: underline;'>|.....................| 1.530 | 1.249 | 1.403 |...........|</span> -#> |<span style='font-weight: bold;'> 108</span>| 479.99301 | 1.002 | -1.632 | -0.9055 | -0.8980 | -#> |.....................| -0.8447 | -0.4999 | -0.9947 | -1.027 | -#> |.....................| -0.5728 | -0.7134 | -0.6498 |...........| -#> | U| 479.99301 | 94.16 | -6.032 | -0.9941 | -0.2026 | -#> |.....................| 2.104 | 1.887 | 0.6697 | 0.7310 | -#> |.....................| 1.540 | 1.259 | 1.396 |...........| -#> | X|<span style='font-weight: bold;'> 479.99301</span> | 94.16 | 0.002402 | 0.2701 | 0.8166 | -#> |.....................| 8.202 | 1.887 | 0.6697 | 0.7310 | -#> <span style='text-decoration: underline;'>|.....................| 1.540 | 1.259 | 1.396 |...........|</span> -#> | F| Forward Diff. | -0.5972 | -0.1625 | 0.4650 | 0.009686 | -#> |.....................| 0.08636 | -1.694 | -0.1652 | -1.042 | -#> <span style='text-decoration: underline;'>|.....................| -0.1517 | 0.4204 | -0.3659 |...........|</span> -#> |<span style='font-weight: bold;'> 109</span>| 479.98697 | 1.002 | -1.611 | -0.9101 | -0.8945 | -#> |.....................| -0.8385 | -0.4966 | -0.9980 | -1.027 | -#> |.....................| -0.5750 | -0.7140 | -0.6459 |...........| -#> | U| 479.98697 | 94.17 | -6.011 | -0.9986 | -0.1991 | -#> |.....................| 2.111 | 1.890 | 0.6672 | 0.7309 | -#> |.....................| 1.537 | 1.259 | 1.401 |...........| -#> | X|<span style='font-weight: bold;'> 479.98697</span> | 94.17 | 0.002451 | 0.2692 | 0.8195 | -#> |.....................| 8.253 | 1.890 | 0.6672 | 0.7309 | -#> <span style='text-decoration: underline;'>|.....................| 1.537 | 1.259 | 1.401 |...........|</span> -#> | F| Forward Diff. | -0.005684 | -0.1115 | 0.2082 | 0.08938 | -#> |.....................| 0.3008 | 0.01411 | 0.1052 | -0.7061 | -#> <span style='text-decoration: underline;'>|.....................| 0.4111 | 0.4010 | -0.1199 |...........|</span> -#> |<span style='font-weight: bold;'> 110</span>| 479.98697 | 1.002 | -1.611 | -0.9101 | -0.8945 | -#> |.....................| -0.8385 | -0.4966 | -0.9980 | -1.027 | -#> |.....................| -0.5750 | -0.7140 | -0.6459 |...........| -#> | U| 479.98697 | 94.17 | -6.011 | -0.9986 | -0.1991 | -#> |.....................| 2.111 | 1.890 | 0.6672 | 0.7309 | -#> |.....................| 1.537 | 1.259 | 1.401 |...........| -#> | X|<span style='font-weight: bold;'> 479.98697</span> | 94.17 | 0.002451 | 0.2692 | 0.8195 | -#> |.....................| 8.253 | 1.890 | 0.6672 | 0.7309 | -#> <span style='text-decoration: underline;'>|.....................| 1.537 | 1.259 | 1.401 |...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_focei_const</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_const</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 | -#> |.....................| log_k2 | g_qlogis | sigma | o1 | -#> |.....................| o2 | o3 | o4 | o5 | -#> <span style='text-decoration: underline;'>|.....................| o6 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 517.20934 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 517.20934 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 517.20934</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | G| Gill Diff. | 64.43 | 1.648 | -0.07882 | -0.2050 | -#> |.....................| -0.4304 | 0.05992 | -56.51 | 17.73 | -#> |.....................| 9.983 | -11.00 | -3.771 | 3.593 | -#> <span style='text-decoration: underline;'>|.....................| -10.58 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 2737.3115 | 0.2806 | -1.018 | -0.9100 | -0.9273 | -#> |.....................| -0.9731 | -0.8892 | -0.2282 | -1.075 | -#> |.....................| -0.9854 | -0.7447 | -0.8291 | -0.9136 | -#> <span style='text-decoration: underline;'>|.....................| -0.7499 |...........|...........|...........|</span> -#> | U| 2737.3115 | 26.38 | -5.418 | -0.9691 | -1.898 | -#> |.....................| -4.295 | 0.1399 | 2.105 | 0.5864 | -#> |.....................| 0.7671 | 1.329 | 1.042 | 0.8535 | -#> <span style='text-decoration: underline;'>|.....................| 1.298 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 2737.3115</span> | 26.38 | 0.004434 | 0.2751 | 0.1499 | -#> |.....................| 0.01363 | 0.5349 | 2.105 | 0.5864 | -#> |.....................| 0.7671 | 1.329 | 1.042 | 0.8535 | -#> <span style='text-decoration: underline;'>|.....................| 1.298 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 569.57476 | 0.9281 | -1.002 | -0.9108 | -0.9293 | -#> |.....................| -0.9774 | -0.8886 | -0.7961 | -0.8964 | -#> |.....................| -0.8851 | -0.8553 | -0.8670 | -0.8775 | -#> <span style='text-decoration: underline;'>|.....................| -0.8562 |...........|...........|...........|</span> -#> | U| 569.57476 | 87.24 | -5.402 | -0.9699 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.650 | 0.7166 | -#> |.....................| 0.8537 | 1.198 | 1.004 | 0.8856 | -#> <span style='text-decoration: underline;'>|.....................| 1.175 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 569.57476</span> | 87.24 | 0.004508 | 0.2749 | 0.1496 | -#> |.....................| 0.01358 | 0.5349 | 1.650 | 0.7166 | -#> |.....................| 0.8537 | 1.198 | 1.004 | 0.8856 | -#> <span style='text-decoration: underline;'>|.....................| 1.175 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 531.41065 | 0.9928 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9778 | -0.8885 | -0.8528 | -0.8786 | -#> |.....................| -0.8751 | -0.8663 | -0.8708 | -0.8739 | -#> <span style='text-decoration: underline;'>|.....................| -0.8668 |...........|...........|...........|</span> -#> | U| 531.41065 | 93.32 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.605 | 0.7297 | -#> |.....................| 0.8624 | 1.185 | 1.000 | 0.8888 | -#> <span style='text-decoration: underline;'>|.....................| 1.163 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.41065</span> | 93.32 | 0.004516 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.605 | 0.7297 | -#> |.....................| 0.8624 | 1.185 | 1.000 | 0.8888 | -#> <span style='text-decoration: underline;'>|.....................| 1.163 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 531.74000 | 0.9993 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8585 | -0.8768 | -#> |.....................| -0.8741 | -0.8674 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8679 |...........|...........|...........|</span> -#> | U| 531.74 | 93.93 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.601 | 0.7310 | -#> |.....................| 0.8632 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.74</span> | 93.93 | 0.004516 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.601 | 0.7310 | -#> |.....................| 0.8632 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 531.81753 | 0.9999 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8591 | -0.8767 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.81753 | 93.99 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.81753</span> | 93.99 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 531.82573 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8591 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82573 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82573</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 531.82668 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82668 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82668</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 531.82678 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82678 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82678</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 531.82678 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82678 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82678</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 | -#> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 | -#> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 | -#> <span style='text-decoration: underline;'>|.....................| -0.8680 |...........|...........|...........|</span> -#> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 | -#> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 | -#> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 | -#> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 | -#> <span style='text-decoration: underline;'>|.....................| 1.161 |...........|...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='co'># Variance by variable is supported by 'saem' and 'focei'</span> -<span class='va'>f_nlmixr_fomc_sfo_saem_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_obs</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> 1: 93.4067 -5.7935 -0.0604 2.2993 -1.1624 2.9450 1.7342 0.6650 0.5890 0.4750 14.5215 9.1023 -#> 2: 93.8811 -5.7873 -0.0289 2.3640 -1.0762 2.7977 2.0710 0.6317 0.5595 0.4512 11.1033 4.6425 -#> 3: 94.0397 -5.9934 0.0119 2.4035 -1.0703 3.0693 2.4524 0.6124 0.5316 0.4287 10.0698 3.4243 -#> 4: 93.8834 -6.0401 0.0041 2.3944 -1.0097 2.9159 3.1645 0.6120 0.5050 0.4073 9.2013 3.2162 -#> 5: 94.0163 -5.8381 -0.0267 2.3580 -1.0239 2.7701 3.0063 0.5814 0.4797 0.3869 9.0330 3.0330 -#> 6: 93.9753 -5.8371 -0.0315 2.3598 -1.0052 2.6316 2.8559 0.5708 0.4558 0.3675 8.6051 2.6518 -#> 7: 93.6109 -5.8741 -0.0401 2.3570 -1.0025 2.5000 2.7131 0.5691 0.4330 0.3492 8.4407 2.4701 -#> 8: 93.2480 -6.0361 -0.0523 2.3504 -1.0028 2.3750 3.1584 0.5407 0.4113 0.3317 8.6121 2.2437 -#> 9: 93.2245 -6.0431 -0.0503 2.3552 -0.9828 2.2562 3.9790 0.5395 0.3908 0.3151 8.6609 2.1129 -#> 10: 93.3040 -6.1080 -0.0503 2.3613 -0.9784 2.1434 4.8606 0.5401 0.3712 0.2994 8.6497 2.0865 -#> 11: 93.4509 -5.9532 -0.0503 2.3444 -0.9823 3.0948 4.6176 0.5679 0.3527 0.2844 8.1651 2.0310 -#> 12: 93.5099 -6.1699 -0.0503 2.3408 -0.9746 3.2814 4.3867 0.5679 0.3350 0.2702 8.1716 1.9862 -#> 13: 93.8052 -6.1984 -0.0474 2.3233 -0.9922 3.1173 4.6967 0.5644 0.3183 0.2567 8.2982 2.0040 -#> 14: 93.6510 -6.0090 -0.0429 2.3601 -0.9885 2.9615 4.4618 0.5526 0.3024 0.2438 8.3254 2.0605 -#> 15: 93.8952 -6.3354 -0.0394 2.3580 -0.9792 2.8134 5.2117 0.5657 0.2872 0.2316 8.1329 2.0520 -#> 16: 93.4703 -6.0722 -0.0434 2.3386 -1.0026 2.6727 4.9512 0.5781 0.2729 0.2201 8.0866 2.0994 -#> 17: 93.4238 -6.2132 -0.0755 2.3120 -1.0119 2.5391 4.7036 0.5495 0.2592 0.2091 7.5958 2.2864 -#> 18: 93.5288 -6.2747 -0.0616 2.3223 -1.0105 2.4121 4.4684 0.5467 0.2463 0.1986 7.1910 1.9828 -#> 19: 93.2607 -6.3635 -0.0631 2.3206 -1.0045 3.6271 4.8142 0.5405 0.2340 0.1928 7.3672 1.8187 -#> 20: 93.3918 -6.3241 -0.0742 2.2941 -1.0140 3.4457 4.9242 0.5596 0.2223 0.1950 7.1427 1.8754 -#> 21: 93.6794 -6.1336 -0.0758 2.3000 -1.0048 3.2734 4.6780 0.5565 0.2111 0.1852 7.0989 1.9232 -#> 22: 94.0006 -6.1882 -0.0800 2.3099 -1.0252 3.1098 4.4441 0.5354 0.2006 0.1870 7.0038 1.9920 -#> 23: 93.6433 -6.2626 -0.0841 2.2791 -1.0183 4.8893 4.4476 0.5276 0.1906 0.1798 6.3698 1.8787 -#> 24: 93.9545 -6.3772 -0.0816 2.2887 -1.0019 4.6448 5.1698 0.5293 0.1810 0.1779 6.5903 1.9474 -#> 25: 94.2280 -6.3235 -0.0839 2.2600 -0.9932 5.2801 4.9113 0.5262 0.1720 0.1806 6.5267 1.9807 -#> 26: 94.2022 -6.2830 -0.0883 2.2643 -1.0012 5.9595 4.6658 0.5225 0.1634 0.1795 6.3678 1.9659 -#> 27: 94.4398 -6.1769 -0.0894 2.2564 -1.0177 9.0771 4.4325 0.5207 0.1552 0.1880 6.4522 1.8590 -#> 28: 94.2586 -6.1652 -0.0882 2.2574 -1.0226 8.6233 4.2108 0.5158 0.1475 0.1881 6.3701 1.7882 -#> 29: 94.3490 -6.1505 -0.0854 2.2615 -1.0081 9.6333 4.0003 0.5109 0.1423 0.1833 6.3601 1.8485 -#> 30: 94.6929 -6.0285 -0.0909 2.2610 -1.0082 9.1517 3.8003 0.5117 0.1401 0.2097 6.2461 1.8606 -#> 31: 94.2553 -6.0390 -0.0896 2.2625 -1.0078 8.6941 3.6103 0.5072 0.1378 0.2088 6.3337 1.8220 -#> 32: 94.3096 -5.7252 -0.0886 2.2677 -0.9967 9.0244 3.4298 0.5051 0.1325 0.2015 6.4601 1.8880 -#> 33: 94.8327 -5.8775 -0.0865 2.2684 -0.9976 8.6305 3.2583 0.4920 0.1333 0.1993 6.4804 1.8203 -#> 34: 94.3527 -5.9488 -0.0826 2.2879 -0.9989 8.1989 3.1538 0.4969 0.1388 0.1984 6.4201 1.7696 -#> 35: 94.4411 -6.1171 -0.0826 2.2913 -0.9964 8.4377 3.7937 0.4969 0.1387 0.1972 6.3878 1.7612 -#> 36: 94.2058 -6.1151 -0.0844 2.2920 -1.0069 8.0158 3.7963 0.4962 0.1395 0.1938 6.2469 1.6680 -#> 37: 93.7449 -6.1251 -0.0925 2.2736 -1.0019 7.6150 3.8477 0.5101 0.1325 0.1841 6.1375 1.7472 -#> 38: 93.6861 -6.0575 -0.0934 2.2803 -1.0097 7.2343 3.6553 0.5119 0.1259 0.1862 6.0729 1.7608 -#> 39: 93.9767 -6.0314 -0.0999 2.2548 -1.0231 6.8726 3.4725 0.5195 0.1234 0.1951 6.1947 1.8276 -#> 40: 94.0297 -6.1559 -0.0989 2.2440 -1.0374 6.5290 3.8559 0.5199 0.1279 0.1891 6.0195 1.8906 -#> 41: 94.2069 -6.3055 -0.0820 2.2710 -1.0275 6.2025 4.7866 0.5304 0.1215 0.1858 6.1777 1.8541 -#> 42: 94.2400 -6.3179 -0.0790 2.2783 -1.0379 5.8924 4.6915 0.5253 0.1154 0.1794 6.0530 1.8960 -#> 43: 93.9851 -6.4096 -0.0784 2.2832 -1.0341 5.5978 5.0608 0.5163 0.1097 0.1773 6.0057 1.8136 -#> 44: 94.1440 -6.2214 -0.0746 2.2969 -1.0262 5.3179 4.8077 0.5130 0.1079 0.1851 6.1182 1.8390 -#> 45: 93.8847 -6.3883 -0.0745 2.3059 -1.0132 6.8202 5.1378 0.5130 0.1174 0.1769 6.1000 1.8391 -#> 46: 93.7228 -6.3305 -0.0794 2.3033 -1.0107 6.4792 4.8809 0.5095 0.1196 0.1783 6.2794 1.7304 -#> 47: 93.7031 -6.4232 -0.0796 2.3006 -1.0028 6.1552 5.5756 0.5092 0.1243 0.1887 6.1716 1.7279 -#> 48: 93.5210 -6.2770 -0.0794 2.2948 -1.0122 5.8475 5.2968 0.5098 0.1247 0.1863 5.9847 1.7994 -#> 49: 93.3676 -6.4486 -0.0754 2.3079 -1.0061 5.5551 5.4356 0.5018 0.1198 0.1858 6.1108 1.7598 -#> 50: 93.8573 -6.3944 -0.0755 2.3057 -1.0038 5.2773 5.2487 0.5063 0.1193 0.1843 6.0935 1.7725 -#> 51: 93.7004 -6.2783 -0.0854 2.2836 -1.0074 5.0135 4.9863 0.4932 0.1269 0.1858 6.1630 1.8063 -#> 52: 93.4843 -6.3763 -0.0962 2.2731 -1.0073 4.7628 5.0969 0.4815 0.1345 0.1924 6.0823 1.8013 -#> 53: 93.6971 -6.5002 -0.0887 2.2774 -1.0111 4.5246 5.7428 0.4726 0.1346 0.1982 6.1744 1.7695 -#> 54: 93.6176 -6.4928 -0.0917 2.2648 -1.0220 4.2984 5.4557 0.4765 0.1419 0.2017 6.3732 1.8195 -#> 55: 93.7072 -6.5760 -0.0833 2.2865 -1.0282 4.0835 5.9775 0.4732 0.1434 0.1963 6.3653 1.7028 -#> 56: 94.1360 -6.6854 -0.0901 2.2941 -1.0244 3.8793 7.2562 0.4637 0.1393 0.1935 6.3001 1.7878 -#> 57: 93.4627 -6.6255 -0.1049 2.2502 -1.0233 3.6854 6.8934 0.4847 0.1323 0.1878 6.2357 1.8480 -#> 58: 93.8066 -6.6603 -0.1049 2.2362 -1.0280 3.5011 6.9334 0.4847 0.1397 0.1872 6.3582 1.7787 -#> 59: 93.8599 -6.7837 -0.1046 2.2450 -1.0274 3.3260 8.4672 0.4853 0.1332 0.1833 6.1248 1.8066 -#> 60: 93.6190 -6.5618 -0.1055 2.2381 -1.0244 3.1597 8.0438 0.4742 0.1390 0.1858 6.2589 1.7881 -#> 61: 93.7045 -6.6482 -0.1159 2.2413 -1.0272 3.2942 7.8485 0.4655 0.1406 0.1827 5.8425 1.7744 -#> 62: 93.5232 -6.5027 -0.1168 2.2418 -1.0187 3.3810 7.4560 0.4766 0.1414 0.1790 5.9349 1.7717 -#> 63: 93.4884 -6.4221 -0.1164 2.2505 -1.0062 3.2119 7.0832 0.4768 0.1422 0.1752 6.0193 1.7434 -#> 64: 93.2305 -6.4456 -0.1153 2.2573 -1.0062 4.1468 6.7291 0.4776 0.1395 0.1753 5.8355 1.7529 -#> 65: 93.3743 -6.3237 -0.1227 2.2484 -1.0102 3.9395 6.3926 0.4864 0.1374 0.1800 5.6731 1.7808 -#> 66: 93.7132 -6.3178 -0.1186 2.2389 -0.9894 4.0557 6.0730 0.4909 0.1426 0.1807 5.7099 1.7283 -#> 67: 93.7490 -6.3514 -0.1155 2.2445 -0.9946 3.8529 5.7693 0.4938 0.1379 0.1830 5.7366 1.7847 -#> 68: 93.7617 -6.1181 -0.1251 2.2487 -0.9841 3.7650 5.4809 0.4816 0.1549 0.1769 5.6569 1.7415 -#> 69: 93.4342 -6.3588 -0.1301 2.2350 -0.9813 4.5688 5.2068 0.4745 0.1624 0.1736 5.5771 1.7091 -#> 70: 93.5303 -6.3266 -0.1330 2.2384 -0.9753 4.3404 4.9465 0.4734 0.1563 0.1699 5.5332 1.7256 -#> 71: 93.4733 -6.2859 -0.1364 2.2170 -0.9781 4.1234 4.6992 0.4701 0.1604 0.1649 5.6661 1.7335 -#> 72: 93.3055 -6.2502 -0.1462 2.2156 -0.9724 3.9172 4.7693 0.4519 0.1607 0.1582 5.4776 1.7679 -#> 73: 93.3010 -6.6844 -0.1490 2.2262 -0.9777 3.7213 6.9975 0.4426 0.1848 0.1640 5.7066 1.7588 -#> 74: 93.1104 -6.6720 -0.1484 2.2079 -0.9982 3.5353 6.7811 0.4436 0.1807 0.1732 5.7700 1.7343 -#> 75: 93.4534 -6.9644 -0.1480 2.2078 -0.9930 3.3585 8.7027 0.4497 0.1717 0.1708 5.5371 1.7098 -#> 76: 93.5886 -6.3503 -0.1491 2.1958 -0.9884 3.7136 8.2676 0.4509 0.1731 0.1706 5.3943 1.7340 -#> 77: 93.4345 -6.4976 -0.1531 2.1831 -0.9928 4.5945 7.8542 0.4592 0.1741 0.1703 5.5564 1.7164 -#> 78: 93.6007 -6.4885 -0.1538 2.1850 -0.9919 4.3647 7.4615 0.4607 0.1803 0.1692 5.4698 1.7354 -#> 79: 93.2897 -7.0329 -0.1518 2.1935 -0.9863 4.6922 10.9870 0.4569 0.1790 0.1608 5.3799 1.7484 -#> 80: 93.4130 -6.6634 -0.1531 2.1865 -0.9839 5.4720 10.4377 0.4585 0.1852 0.1543 5.4298 1.7237 -#> 81: 93.5828 -6.7204 -0.1563 2.1914 -0.9882 5.1984 9.9158 0.4548 0.1973 0.1600 5.4425 1.7741 -#> 82: 93.4450 -6.7357 -0.1537 2.1964 -0.9958 4.9384 10.1331 0.4577 0.1874 0.1632 5.6874 1.7789 -#> 83: 93.6109 -6.9249 -0.1493 2.2061 -0.9945 4.6915 11.1537 0.4474 0.1781 0.1686 5.4249 1.7317 -#> 84: 93.7133 -6.8029 -0.1493 2.2016 -0.9886 4.4569 10.9568 0.4474 0.1715 0.1689 5.5426 1.7227 -#> 85: 93.8040 -6.6434 -0.1483 2.2032 -0.9861 5.4991 10.4090 0.4330 0.1749 0.1726 5.4570 1.7332 -#> 86: 93.9029 -6.7750 -0.1472 2.2066 -0.9892 5.2241 11.7325 0.4352 0.1819 0.1644 5.5652 1.6802 -#> 87: 93.8127 -6.7015 -0.1499 2.2019 -0.9891 4.9629 11.1459 0.4292 0.1977 0.1661 5.7122 1.6713 -#> 88: 93.6777 -6.7044 -0.1440 2.2074 -1.0050 4.7148 10.5886 0.4379 0.1878 0.1750 5.6084 1.7096 -#> 89: 94.0481 -6.2990 -0.1443 2.2085 -0.9869 4.4790 10.0591 0.4355 0.1951 0.1688 5.4280 1.8093 -#> 90: 93.6399 -6.3965 -0.1429 2.2138 -0.9737 5.1306 9.5562 0.4367 0.1917 0.1604 5.5652 1.7458 -#> 91: 93.8670 -6.3075 -0.1426 2.2128 -0.9856 5.1368 9.0784 0.4427 0.1993 0.1546 5.3927 1.8246 -#> 92: 93.7332 -6.4793 -0.1426 2.2091 -0.9835 5.0102 8.6245 0.4427 0.1986 0.1585 5.4463 1.7343 -#> 93: 93.8211 -6.3270 -0.1416 2.2123 -0.9941 4.7597 8.1932 0.4431 0.1908 0.1689 5.5213 1.7093 -#> 94: 93.7499 -6.0880 -0.1390 2.2158 -0.9960 5.1992 7.7836 0.4444 0.1958 0.1733 5.5329 1.7880 -#> 95: 93.6253 -6.2196 -0.1436 2.2126 -1.0053 4.9392 7.3944 0.4383 0.2011 0.1717 5.6042 1.7460 -#> 96: 93.8862 -6.1475 -0.1408 2.2211 -0.9922 4.6923 7.0247 0.4347 0.2077 0.1669 5.6807 1.6943 -#> 97: 93.7610 -6.2409 -0.1368 2.2281 -0.9864 4.4576 6.6734 0.4313 0.2084 0.1723 5.5387 1.7075 -#> 98: 93.5362 -6.3378 -0.1368 2.2294 -0.9813 4.2348 6.3398 0.4313 0.2127 0.1877 5.5850 1.6627 -#> 99: 93.5044 -6.2557 -0.1311 2.2282 -0.9993 4.0230 6.0228 0.4461 0.2167 0.1879 5.6437 1.7076 -#> 100: 93.3102 -6.3602 -0.1311 2.2368 -1.0040 3.8219 5.7216 0.4461 0.2139 0.1875 5.8029 1.7592 -#> 101: 93.4687 -6.0385 -0.1241 2.2347 -1.0031 3.6308 5.4356 0.4483 0.2035 0.1816 6.0097 1.7002 -#> 102: 93.6536 -6.2867 -0.1299 2.2421 -1.0002 3.4492 5.1743 0.4434 0.1993 0.1872 5.8540 1.7162 -#> 103: 93.9532 -6.2261 -0.1277 2.2361 -0.9931 3.2768 5.0546 0.4450 0.2069 0.1884 5.6688 1.7324 -#> 104: 93.9839 -6.1980 -0.1287 2.2286 -1.0081 3.1129 5.0671 0.4475 0.1997 0.1985 5.7690 1.7636 -#> 105: 94.1682 -6.1671 -0.1283 2.2217 -1.0154 2.9573 4.8137 0.4481 0.1976 0.1965 5.9277 1.7386 -#> 106: 94.2778 -6.1839 -0.1243 2.2323 -1.0022 3.5381 4.5730 0.4707 0.1980 0.1932 5.7059 1.7184 -#> 107: 94.3667 -5.9941 -0.1182 2.2283 -1.0191 3.3612 4.3444 0.4753 0.1984 0.1986 5.7813 1.7446 -#> 108: 94.2722 -6.1869 -0.1171 2.2293 -1.0027 3.6659 4.6329 0.4742 0.1986 0.2011 5.7827 1.7074 -#> 109: 94.1997 -6.2385 -0.1172 2.2241 -1.0083 3.4826 4.7954 0.4721 0.2027 0.2020 5.8339 1.7650 -#> 110: 94.3017 -6.3774 -0.1291 2.2229 -0.9857 3.7634 5.8516 0.4810 0.2126 0.1984 5.7961 1.6706 -#> 111: 93.9803 -6.0240 -0.1258 2.2273 -0.9879 3.5752 5.5590 0.4749 0.2060 0.1976 5.6243 1.7082 -#> 112: 94.1307 -6.0036 -0.1253 2.2365 -0.9886 4.0368 5.2810 0.4760 0.2060 0.1975 5.5732 1.7063 -#> 113: 93.8676 -6.2496 -0.1118 2.2600 -1.0080 3.8350 5.0170 0.4855 0.2109 0.2006 5.6406 1.7357 -#> 114: 93.5949 -6.3200 -0.1044 2.2449 -1.0172 3.6472 4.7661 0.4868 0.2095 0.2131 5.7690 1.7428 -#> 115: 93.6997 -6.3282 -0.1046 2.2567 -1.0135 3.4648 4.8622 0.4876 0.2264 0.2134 5.8853 1.7823 -#> 116: 93.8191 -6.0802 -0.1087 2.2535 -1.0011 3.4347 4.6191 0.4786 0.2176 0.2108 5.6553 1.7802 -#> 117: 93.8575 -6.0930 -0.1022 2.2498 -0.9898 3.3071 4.3881 0.4822 0.2163 0.2075 5.7806 1.8150 -#> 118: 93.9164 -5.9787 -0.1133 2.2535 -0.9861 4.2578 4.1687 0.4687 0.2198 0.2088 5.4441 1.8411 -#> 119: 93.8748 -6.0108 -0.1165 2.2488 -0.9775 4.0449 3.9603 0.4653 0.2271 0.2032 5.6119 1.7501 -#> 120: 93.6001 -6.0447 -0.1144 2.2477 -0.9821 3.8426 3.7623 0.4641 0.2223 0.2055 5.6454 1.7244 -#> 121: 93.6712 -5.9851 -0.1195 2.2484 -0.9917 3.6505 3.5742 0.4600 0.2143 0.2010 5.4083 1.7965 -#> 122: 93.6859 -6.0390 -0.1145 2.2497 -0.9888 3.4680 3.5595 0.4618 0.2136 0.1986 5.4111 1.7519 -#> 123: 93.6014 -5.8383 -0.1145 2.2584 -0.9893 3.6047 3.3815 0.4618 0.2155 0.2045 5.3624 1.7023 -#> 124: 93.6333 -5.7861 -0.1131 2.2556 -0.9872 3.4245 3.2125 0.4621 0.2153 0.2025 5.3930 1.7036 -#> 125: 93.4504 -5.9483 -0.1154 2.2531 -0.9924 3.2533 3.0518 0.4640 0.2175 0.2030 5.5097 1.6830 -#> 126: 93.5693 -5.8818 -0.1120 2.2506 -0.9960 3.0906 2.8992 0.4606 0.2267 0.2016 5.4583 1.6650 -#> 127: 93.7074 -5.8191 -0.1178 2.2412 -0.9891 2.9361 2.7543 0.4688 0.2234 0.2039 5.4861 1.8125 -#> 128: 93.5959 -5.8842 -0.1179 2.2544 -0.9985 3.0224 2.6166 0.4700 0.2237 0.2019 5.6417 1.8454 -#> 129: 93.5600 -5.8683 -0.1161 2.2365 -0.9987 3.4186 2.4857 0.4721 0.2182 0.1918 5.4391 1.8145 -#> 130: 93.4104 -5.8226 -0.1126 2.2355 -0.9892 3.3648 2.4231 0.4763 0.2212 0.1873 5.3999 1.7457 -#> 131: 93.5045 -5.7255 -0.1118 2.2486 -0.9918 4.1951 2.3020 0.4776 0.2121 0.1927 5.4342 1.7744 -#> 132: 93.2626 -5.8379 -0.1097 2.2510 -0.9933 3.9853 2.5572 0.4763 0.2114 0.1966 5.2979 1.7239 -#> 133: 93.4370 -5.9097 -0.1049 2.2578 -0.9939 4.2190 2.8246 0.4738 0.2036 0.2020 5.2853 1.6765 -#> 134: 93.8665 -5.9439 -0.1035 2.2654 -0.9832 4.0081 3.1228 0.4756 0.2102 0.1961 5.3467 1.7177 -#> 135: 93.6301 -5.8062 -0.1031 2.2702 -0.9737 3.9024 2.9667 0.4748 0.2101 0.2003 5.3053 1.6977 -#> 136: 93.7744 -5.9328 -0.1055 2.2685 -0.9764 3.7072 2.9952 0.4721 0.2096 0.1949 5.4319 1.6864 -#> 137: 93.6734 -5.9886 -0.1107 2.2517 -0.9732 3.8811 3.4962 0.4642 0.2204 0.1924 5.4294 1.6684 -#> 138: 93.7128 -5.9927 -0.1119 2.2517 -0.9775 3.6870 3.4543 0.4667 0.2204 0.1953 5.3912 1.7060 -#> 139: 93.6530 -6.1296 -0.1210 2.2456 -0.9929 3.5027 4.6472 0.4527 0.2296 0.1855 5.4953 1.7242 -#> 140: 93.9344 -6.2519 -0.1384 2.2304 -0.9970 3.6814 4.4707 0.4337 0.2182 0.1762 5.5643 1.7596 -#> 141: 93.7356 -6.2804 -0.1296 2.2549 -0.9921 3.9811 4.4876 0.4218 0.2361 0.1674 5.3531 1.7175 -#> 142: 93.7399 -6.0023 -0.1098 2.2611 -0.9815 3.7821 4.2632 0.4395 0.2421 0.1807 5.3139 1.7191 -#> 143: 93.4732 -6.0376 -0.1108 2.2689 -0.9734 3.5930 4.0500 0.4396 0.2541 0.1718 5.2930 1.6229 -#> 144: 93.4900 -5.9517 -0.1093 2.2876 -0.9675 3.4133 3.8475 0.4337 0.2542 0.1711 5.4258 1.5660 -#> 145: 93.4090 -5.9596 -0.1000 2.2942 -0.9756 3.2426 3.6551 0.4274 0.2422 0.1671 5.3539 1.6971 -#> 146: 93.4142 -5.9549 -0.0982 2.2846 -0.9704 3.0805 3.6092 0.4226 0.2339 0.1745 5.5092 1.6696 -#> 147: 93.4409 -6.0720 -0.0971 2.2942 -0.9891 2.9265 3.9922 0.4224 0.2373 0.1781 5.5599 1.6080 -#> 148: 93.4504 -6.2201 -0.0980 2.2855 -0.9832 2.7802 4.6985 0.4104 0.2464 0.1856 5.5016 1.5877 -#> 149: 93.4240 -6.2122 -0.1005 2.2728 -0.9881 3.7659 4.7755 0.4082 0.2642 0.1885 5.4942 1.5534 -#> 150: 93.5094 -6.1295 -0.1087 2.2717 -0.9941 3.5776 4.5367 0.4109 0.2611 0.1928 5.3468 1.5585 -#> 151: 93.4038 -6.2751 -0.1130 2.2643 -0.9892 3.3987 4.9866 0.4172 0.2638 0.1905 5.4955 1.6256 -#> 152: 93.5072 -6.3361 -0.1147 2.2627 -0.9988 2.3580 5.3824 0.4175 0.2656 0.1819 5.7685 1.6126 -#> 153: 93.3582 -6.2019 -0.1227 2.2526 -0.9929 2.5874 4.7052 0.4348 0.2621 0.1810 5.5149 1.6181 -#> 154: 93.1890 -6.3537 -0.1263 2.2446 -0.9871 2.4073 5.7070 0.4351 0.2586 0.1829 5.3136 1.6272 -#> 155: 93.1706 -6.4117 -0.1260 2.2484 -0.9845 2.3035 6.0004 0.4463 0.2586 0.1781 5.4260 1.6494 -#> 156: 93.3240 -6.3931 -0.1259 2.2469 -0.9824 2.5659 5.7375 0.4466 0.2781 0.1754 5.6202 1.6591 -#> 157: 93.3239 -6.1812 -0.1242 2.2541 -0.9743 1.6054 4.5906 0.4478 0.2657 0.1758 5.6806 1.6367 -#> 158: 93.3756 -6.2562 -0.1264 2.2706 -0.9888 1.5329 4.6790 0.4458 0.2532 0.1728 5.7756 1.6248 -#> 159: 93.3034 -6.3291 -0.1217 2.2524 -0.9954 1.7774 5.7204 0.4532 0.2642 0.1715 5.8189 1.6830 -#> 160: 93.4387 -6.5115 -0.1196 2.2488 -0.9846 2.2219 6.4960 0.4555 0.2728 0.1689 5.5273 1.6332 -#> 161: 93.7646 -6.3820 -0.1231 2.2520 -0.9837 2.8322 5.7269 0.4498 0.2712 0.1730 5.3659 1.5787 -#> 162: 93.6252 -6.4563 -0.1243 2.2472 -0.9867 2.8322 5.9119 0.4502 0.2671 0.1726 5.4519 1.5819 -#> 163: 93.6787 -6.6444 -0.1292 2.2366 -0.9899 2.0520 7.4835 0.4556 0.2705 0.1689 5.4095 1.5883 -#> 164: 93.7458 -6.9330 -0.1257 2.2430 -0.9872 1.7825 9.4340 0.4495 0.2701 0.1593 5.4517 1.6116 -#> 165: 93.7370 -6.9118 -0.1250 2.2421 -0.9832 1.9949 10.6549 0.4499 0.2685 0.1622 5.6272 1.6075 -#> 166: 94.0889 -6.8704 -0.1276 2.2409 -0.9872 1.5618 10.4435 0.4482 0.2608 0.1648 5.5891 1.6208 -#> 167: 94.1319 -7.2779 -0.1206 2.2505 -0.9894 1.5063 13.4312 0.4393 0.2549 0.1661 5.6013 1.6043 -#> 168: 93.8341 -6.9310 -0.1140 2.2495 -0.9844 1.7329 11.3224 0.4463 0.2540 0.1629 5.8366 1.6765 -#> 169: 93.8923 -6.6547 -0.1173 2.2620 -0.9872 1.4531 8.4608 0.4419 0.2414 0.1666 5.8784 1.6268 -#> 170: 94.0072 -6.3970 -0.1173 2.2606 -0.9861 1.4164 6.9237 0.4419 0.2468 0.1656 5.8793 1.6387 -#> 171: 93.8690 -6.5151 -0.1079 2.2482 -0.9880 1.9225 7.7681 0.4547 0.2404 0.1523 6.0158 1.6281 -#> 172: 93.6847 -6.3416 -0.1095 2.2438 -0.9849 2.0143 5.5739 0.4498 0.2450 0.1534 6.1355 1.6422 -#> 173: 93.4817 -6.3165 -0.1115 2.2573 -0.9885 1.6855 5.5626 0.4440 0.2471 0.1542 6.1343 1.6337 -#> 174: 93.6781 -6.2722 -0.1113 2.2521 -0.9958 1.9186 5.3383 0.4471 0.2427 0.1565 6.1081 1.6358 -#> 175: 93.7764 -6.1664 -0.1113 2.2468 -0.9864 1.6286 4.6233 0.4471 0.2426 0.1596 5.8892 1.6375 -#> 176: 93.9246 -6.2164 -0.1160 2.2529 -0.9853 1.0357 4.8013 0.4422 0.2471 0.1756 5.7340 1.6016 -#> 177: 93.9711 -6.1274 -0.1112 2.2540 -0.9883 1.2079 4.1536 0.4415 0.2492 0.1783 5.8399 1.6291 -#> 178: 93.9212 -6.0532 -0.1116 2.2593 -0.9742 1.2409 3.6443 0.4489 0.2458 0.1683 5.8422 1.6290 -#> 179: 94.0137 -6.0739 -0.1095 2.2664 -0.9778 1.5060 3.9878 0.4506 0.2370 0.1746 6.0349 1.6326 -#> 180: 93.9247 -6.0681 -0.1130 2.2660 -0.9934 1.9619 3.9582 0.4474 0.2328 0.1773 5.8082 1.6740 -#> 181: 93.7150 -6.0191 -0.1153 2.2558 -0.9915 2.6849 3.7075 0.4491 0.2283 0.1759 5.7187 1.6842 -#> 182: 93.5908 -6.1098 -0.1111 2.2769 -0.9942 3.0096 3.9325 0.4643 0.2275 0.1736 5.9243 1.6466 -#> 183: 93.3386 -6.0987 -0.1131 2.2630 -0.9962 3.5457 4.1285 0.4693 0.2373 0.1751 5.6948 1.7222 -#> 184: 93.4889 -6.3097 -0.1134 2.2660 -0.9720 3.0855 5.2642 0.4648 0.2255 0.1585 5.6827 1.7444 -#> 185: 93.6387 -6.1883 -0.1188 2.2622 -0.9603 3.3568 4.8291 0.4554 0.2223 0.1681 5.7089 1.8164 -#> 186: 93.3420 -6.2909 -0.1195 2.2656 -0.9835 3.2124 4.8317 0.4541 0.2286 0.1531 5.7574 1.7708 -#> 187: 93.4395 -6.0358 -0.1165 2.2528 -0.9917 3.8299 3.3301 0.4518 0.2370 0.1593 5.8508 1.6988 -#> 188: 93.5358 -6.0105 -0.1161 2.2540 -0.9813 5.1249 3.3448 0.4522 0.2361 0.1660 5.8700 1.6525 -#> 189: 93.4932 -6.1199 -0.1129 2.2636 -0.9812 4.5430 4.3213 0.4428 0.2359 0.1907 5.6970 1.7268 -#> 190: 93.4754 -5.9088 -0.1171 2.2564 -0.9614 4.6253 3.2590 0.4410 0.2399 0.1864 5.7116 1.8140 -#> 191: 93.4709 -5.9676 -0.1171 2.2568 -0.9748 4.8326 3.6704 0.4410 0.2428 0.1812 5.5925 1.7267 -#> 192: 93.3895 -5.9940 -0.1191 2.2523 -0.9691 4.3019 3.5174 0.4360 0.2484 0.1591 5.4631 1.7057 -#> 193: 93.4904 -6.0400 -0.1173 2.2519 -0.9697 4.6476 3.6255 0.4389 0.2388 0.1694 5.5362 1.7174 -#> 194: 93.4591 -5.9642 -0.1245 2.2626 -0.9559 5.3125 3.8133 0.4297 0.2550 0.1660 5.7591 1.7344 -#> 195: 93.6610 -6.2211 -0.1226 2.2580 -0.9669 5.2051 4.9271 0.4318 0.2414 0.1811 5.7010 1.7710 -#> 196: 93.4249 -5.9570 -0.1068 2.2735 -0.9727 5.1049 3.4872 0.4442 0.2429 0.1815 5.7753 1.7379 -#> 197: 93.4082 -6.0568 -0.1054 2.2754 -0.9865 5.2827 3.9305 0.4554 0.2408 0.1925 5.7514 1.7163 -#> 198: 93.3856 -5.8616 -0.1087 2.2708 -0.9686 4.1369 3.0197 0.4530 0.2473 0.1878 5.6920 1.7043 -#> 199: 93.5488 -6.0494 -0.1167 2.2682 -0.9719 3.8010 3.8897 0.4600 0.2445 0.1860 5.7126 1.6605 -#> 200: 93.3779 -5.9779 -0.1110 2.2761 -0.9780 3.5955 3.4721 0.4595 0.2468 0.1941 5.7539 1.6736 -#> 201: 93.4946 -6.0259 -0.1102 2.2676 -0.9755 3.0583 3.7305 0.4592 0.2554 0.1921 5.8877 1.6730 -#> 202: 93.4698 -6.0522 -0.1110 2.2685 -0.9703 2.9421 3.8718 0.4579 0.2595 0.1906 5.8527 1.6701 -#> 203: 93.4625 -6.0744 -0.1132 2.2642 -0.9696 3.1854 4.0983 0.4589 0.2596 0.1886 5.7532 1.6655 -#> 204: 93.4984 -6.0853 -0.1138 2.2589 -0.9718 3.2826 4.1667 0.4581 0.2588 0.1851 5.7274 1.6694 -#> 205: 93.5279 -6.1054 -0.1151 2.2562 -0.9742 3.3257 4.2680 0.4569 0.2584 0.1832 5.6976 1.6777 -#> 206: 93.6025 -6.1087 -0.1174 2.2518 -0.9767 3.2399 4.2443 0.4582 0.2589 0.1822 5.6809 1.6775 -#> 207: 93.6382 -6.0990 -0.1204 2.2481 -0.9801 3.2768 4.1473 0.4579 0.2591 0.1823 5.6460 1.6819 -#> 208: 93.6250 -6.0878 -0.1224 2.2438 -0.9812 3.1815 4.0872 0.4579 0.2577 0.1818 5.6256 1.6887 -#> 209: 93.6102 -6.0740 -0.1255 2.2394 -0.9803 3.1716 3.9968 0.4561 0.2573 0.1812 5.6063 1.6886 -#> 210: 93.6005 -6.0571 -0.1277 2.2348 -0.9799 3.2408 3.8923 0.4548 0.2572 0.1798 5.5849 1.6912 -#> 211: 93.6270 -6.0425 -0.1306 2.2292 -0.9807 3.3500 3.8267 0.4538 0.2586 0.1792 5.5578 1.6992 -#> 212: 93.6641 -6.0403 -0.1331 2.2253 -0.9806 3.4487 3.8366 0.4529 0.2596 0.1786 5.5422 1.7022 -#> 213: 93.6743 -6.0344 -0.1354 2.2214 -0.9800 3.5484 3.8260 0.4518 0.2606 0.1781 5.5250 1.7069 -#> 214: 93.6719 -6.0405 -0.1377 2.2179 -0.9804 3.5538 3.8785 0.4506 0.2612 0.1769 5.5148 1.7087 -#> 215: 93.6743 -6.0403 -0.1396 2.2146 -0.9801 3.5578 3.9180 0.4496 0.2615 0.1761 5.5118 1.7094 -#> 216: 93.6666 -6.0436 -0.1413 2.2115 -0.9796 3.5848 3.9484 0.4488 0.2624 0.1755 5.5015 1.7116 -#> 217: 93.6715 -6.0438 -0.1430 2.2086 -0.9794 3.6188 3.9603 0.4478 0.2631 0.1748 5.4884 1.7132 -#> 218: 93.6765 -6.0488 -0.1441 2.2060 -0.9796 3.6126 3.9885 0.4471 0.2632 0.1746 5.4714 1.7156 -#> 219: 93.6714 -6.0557 -0.1453 2.2038 -0.9798 3.6603 4.0118 0.4463 0.2632 0.1735 5.4593 1.7235 -#> 220: 93.6728 -6.0711 -0.1462 2.2027 -0.9794 3.7244 4.0910 0.4457 0.2639 0.1730 5.4531 1.7241 -#> 221: 93.6723 -6.0822 -0.1470 2.2015 -0.9788 3.7754 4.1554 0.4450 0.2647 0.1724 5.4511 1.7247 -#> 222: 93.6789 -6.0745 -0.1480 2.1998 -0.9780 3.8735 4.1186 0.4442 0.2662 0.1718 5.4419 1.7258 -#> 223: 93.6891 -6.0700 -0.1488 2.1984 -0.9778 3.9353 4.0998 0.4434 0.2681 0.1715 5.4375 1.7251 -#> 224: 93.7125 -6.0705 -0.1496 2.1976 -0.9774 4.0220 4.0861 0.4427 0.2697 0.1711 5.4378 1.7230 -#> 225: 93.7332 -6.0695 -0.1502 2.1966 -0.9775 4.0553 4.0669 0.4422 0.2712 0.1711 5.4355 1.7205 -#> 226: 93.7631 -6.0712 -0.1508 2.1951 -0.9779 4.0755 4.0572 0.4417 0.2728 0.1712 5.4347 1.7190 -#> 227: 93.7912 -6.0687 -0.1512 2.1938 -0.9785 4.0621 4.0439 0.4409 0.2742 0.1716 5.4325 1.7189 -#> 228: 93.8077 -6.0644 -0.1517 2.1927 -0.9791 4.0246 4.0190 0.4400 0.2755 0.1722 5.4269 1.7193 -#> 229: 93.8255 -6.0661 -0.1521 2.1909 -0.9796 3.9958 4.0166 0.4392 0.2769 0.1725 5.4214 1.7214 -#> 230: 93.8403 -6.0766 -0.1530 2.1895 -0.9802 4.0152 4.0548 0.4380 0.2788 0.1730 5.4214 1.7232 -#> 231: 93.8549 -6.0768 -0.1541 2.1877 -0.9810 4.0690 4.0542 0.4368 0.2803 0.1734 5.4157 1.7236 -#> 232: 93.8666 -6.0728 -0.1550 2.1858 -0.9816 4.0852 4.0337 0.4356 0.2818 0.1736 5.4136 1.7224 -#> 233: 93.8728 -6.0672 -0.1557 2.1844 -0.9820 4.1001 4.0000 0.4346 0.2828 0.1738 5.4028 1.7243 -#> 234: 93.8862 -6.0646 -0.1563 2.1830 -0.9825 4.1303 3.9850 0.4337 0.2838 0.1737 5.3924 1.7222 -#> 235: 93.8862 -6.0632 -0.1570 2.1819 -0.9827 4.1149 3.9735 0.4329 0.2847 0.1737 5.3846 1.7225 -#> 236: 93.8827 -6.0639 -0.1577 2.1814 -0.9834 4.1004 3.9711 0.4322 0.2852 0.1739 5.3838 1.7220 -#> 237: 93.8729 -6.0680 -0.1582 2.1808 -0.9840 4.0606 3.9866 0.4316 0.2857 0.1741 5.3806 1.7213 -#> 238: 93.8739 -6.0733 -0.1587 2.1806 -0.9845 4.0331 4.0011 0.4311 0.2859 0.1742 5.3775 1.7199 -#> 239: 93.8732 -6.0729 -0.1591 2.1802 -0.9853 3.9850 3.9892 0.4307 0.2859 0.1744 5.3782 1.7216 -#> 240: 93.8760 -6.0754 -0.1595 2.1796 -0.9854 3.9349 3.9867 0.4303 0.2858 0.1747 5.3781 1.7232 -#> 241: 93.8779 -6.0749 -0.1599 2.1791 -0.9853 3.9241 3.9801 0.4299 0.2858 0.1748 5.3757 1.7228 -#> 242: 93.8842 -6.0716 -0.1602 2.1786 -0.9852 3.9394 3.9651 0.4297 0.2859 0.1749 5.3726 1.7224 -#> 243: 93.8884 -6.0719 -0.1606 2.1778 -0.9851 3.9310 3.9741 0.4295 0.2857 0.1750 5.3705 1.7224 -#> 244: 93.8910 -6.0712 -0.1610 2.1771 -0.9850 3.9173 3.9819 0.4294 0.2856 0.1749 5.3700 1.7222 -#> 245: 93.9054 -6.0736 -0.1614 2.1764 -0.9854 3.9106 3.9984 0.4293 0.2856 0.1748 5.3711 1.7217 -#> 246: 93.9209 -6.0753 -0.1617 2.1757 -0.9859 3.9080 4.0071 0.4291 0.2852 0.1746 5.3711 1.7215 -#> 247: 93.9273 -6.0846 -0.1621 2.1752 -0.9861 3.8790 4.0580 0.4286 0.2851 0.1745 5.3755 1.7206 -#> 248: 93.9265 -6.0884 -0.1625 2.1749 -0.9865 3.8613 4.0784 0.4286 0.2848 0.1744 5.3760 1.7198 -#> 249: 93.9286 -6.0926 -0.1627 2.1746 -0.9872 3.8663 4.1008 0.4287 0.2845 0.1745 5.3755 1.7195 -#> 250: 93.9287 -6.0968 -0.1629 2.1744 -0.9878 3.8822 4.1269 0.4289 0.2844 0.1743 5.3755 1.7201 -#> 251: 93.9314 -6.1017 -0.1630 2.1739 -0.9882 3.8878 4.1495 0.4291 0.2843 0.1744 5.3729 1.7200 -#> 252: 93.9351 -6.1036 -0.1632 2.1734 -0.9885 3.8908 4.1545 0.4293 0.2843 0.1746 5.3684 1.7191 -#> 253: 93.9415 -6.1053 -0.1634 2.1729 -0.9889 3.8727 4.1602 0.4294 0.2842 0.1747 5.3650 1.7196 -#> 254: 93.9473 -6.1088 -0.1636 2.1723 -0.9891 3.8657 4.1769 0.4296 0.2843 0.1749 5.3666 1.7190 -#> 255: 93.9505 -6.1087 -0.1639 2.1717 -0.9888 3.8457 4.1720 0.4298 0.2841 0.1749 5.3617 1.7191 -#> 256: 93.9497 -6.1054 -0.1642 2.1715 -0.9885 3.8395 4.1559 0.4299 0.2839 0.1749 5.3598 1.7192 -#> 257: 93.9477 -6.1008 -0.1643 2.1713 -0.9882 3.8383 4.1360 0.4299 0.2836 0.1749 5.3567 1.7196 -#> 258: 93.9402 -6.0998 -0.1645 2.1713 -0.9880 3.8516 4.1288 0.4300 0.2832 0.1749 5.3565 1.7190 -#> 259: 93.9318 -6.0979 -0.1646 2.1711 -0.9879 3.8396 4.1182 0.4301 0.2829 0.1750 5.3583 1.7188 -#> 260: 93.9277 -6.1002 -0.1646 2.1713 -0.9879 3.8173 4.1273 0.4304 0.2826 0.1751 5.3611 1.7186 -#> 261: 93.9251 -6.0973 -0.1646 2.1714 -0.9879 3.8140 4.1105 0.4306 0.2822 0.1750 5.3588 1.7192 -#> 262: 93.9186 -6.1009 -0.1647 2.1715 -0.9880 3.8177 4.1303 0.4308 0.2822 0.1750 5.3604 1.7194 -#> 263: 93.9130 -6.1033 -0.1646 2.1715 -0.9880 3.8029 4.1529 0.4309 0.2822 0.1748 5.3647 1.7188 -#> 264: 93.9040 -6.1077 -0.1645 2.1717 -0.9879 3.7950 4.1820 0.4310 0.2822 0.1747 5.3699 1.7184 -#> 265: 93.9012 -6.1071 -0.1645 2.1714 -0.9879 3.7834 4.1895 0.4310 0.2822 0.1746 5.3755 1.7191 -#> 266: 93.8988 -6.1051 -0.1644 2.1714 -0.9879 3.7788 4.1822 0.4311 0.2822 0.1745 5.3765 1.7203 -#> 267: 93.8964 -6.1059 -0.1643 2.1714 -0.9877 3.7774 4.1896 0.4311 0.2822 0.1744 5.3792 1.7197 -#> 268: 93.8901 -6.1092 -0.1643 2.1715 -0.9876 3.7790 4.2198 0.4310 0.2822 0.1742 5.3811 1.7200 -#> 269: 93.8842 -6.1105 -0.1643 2.1717 -0.9875 3.7620 4.2336 0.4310 0.2823 0.1742 5.3838 1.7193 -#> 270: 93.8760 -6.1125 -0.1643 2.1721 -0.9874 3.7668 4.2483 0.4308 0.2823 0.1741 5.3852 1.7181 -#> 271: 93.8705 -6.1149 -0.1643 2.1722 -0.9873 3.7785 4.2625 0.4306 0.2823 0.1742 5.3853 1.7172 -#> 272: 93.8674 -6.1149 -0.1643 2.1723 -0.9871 3.7829 4.2581 0.4304 0.2823 0.1743 5.3836 1.7162 -#> 273: 93.8644 -6.1159 -0.1642 2.1725 -0.9870 3.7910 4.2631 0.4303 0.2825 0.1743 5.3818 1.7154 -#> 274: 93.8585 -6.1158 -0.1640 2.1728 -0.9869 3.7926 4.2612 0.4302 0.2825 0.1743 5.3816 1.7147 -#> 275: 93.8564 -6.1151 -0.1639 2.1732 -0.9867 3.8053 4.2581 0.4301 0.2826 0.1743 5.3804 1.7143 -#> 276: 93.8564 -6.1132 -0.1638 2.1736 -0.9866 3.7958 4.2486 0.4300 0.2827 0.1745 5.3810 1.7144 -#> 277: 93.8564 -6.1120 -0.1637 2.1741 -0.9867 3.7952 4.2426 0.4298 0.2829 0.1747 5.3808 1.7148 -#> 278: 93.8528 -6.1113 -0.1636 2.1743 -0.9867 3.7922 4.2352 0.4297 0.2832 0.1750 5.3819 1.7144 -#> 279: 93.8503 -6.1124 -0.1636 2.1744 -0.9867 3.7930 4.2390 0.4298 0.2834 0.1753 5.3826 1.7144 -#> 280: 93.8466 -6.1146 -0.1636 2.1743 -0.9867 3.7946 4.2470 0.4299 0.2838 0.1755 5.3832 1.7142 -#> 281: 93.8435 -6.1165 -0.1638 2.1743 -0.9867 3.7994 4.2552 0.4298 0.2840 0.1756 5.3828 1.7140 -#> 282: 93.8421 -6.1162 -0.1639 2.1741 -0.9868 3.7967 4.2496 0.4296 0.2843 0.1758 5.3816 1.7137 -#> 283: 93.8382 -6.1146 -0.1641 2.1740 -0.9866 3.7957 4.2387 0.4294 0.2845 0.1760 5.3796 1.7135 -#> 284: 93.8356 -6.1131 -0.1641 2.1740 -0.9865 3.7904 4.2263 0.4292 0.2848 0.1762 5.3776 1.7127 -#> 285: 93.8349 -6.1113 -0.1642 2.1740 -0.9865 3.7841 4.2129 0.4291 0.2850 0.1765 5.3763 1.7130 -#> 286: 93.8372 -6.1095 -0.1643 2.1741 -0.9864 3.7801 4.2035 0.4289 0.2853 0.1769 5.3779 1.7130 -#> 287: 93.8393 -6.1077 -0.1643 2.1741 -0.9864 3.7804 4.1908 0.4287 0.2857 0.1771 5.3785 1.7132 -#> 288: 93.8395 -6.1071 -0.1644 2.1740 -0.9866 3.7714 4.1834 0.4284 0.2859 0.1772 5.3798 1.7120 -#> 289: 93.8398 -6.1065 -0.1645 2.1738 -0.9865 3.7635 4.1765 0.4282 0.2861 0.1774 5.3821 1.7111 -#> 290: 93.8376 -6.1089 -0.1647 2.1737 -0.9865 3.7495 4.1853 0.4281 0.2863 0.1776 5.3852 1.7106 -#> 291: 93.8341 -6.1091 -0.1647 2.1738 -0.9863 3.7340 4.1854 0.4278 0.2865 0.1776 5.3868 1.7098 -#> 292: 93.8329 -6.1080 -0.1647 2.1741 -0.9863 3.7189 4.1760 0.4275 0.2868 0.1777 5.3885 1.7091 -#> 293: 93.8312 -6.1065 -0.1647 2.1743 -0.9862 3.7091 4.1651 0.4272 0.2871 0.1778 5.3896 1.7086 -#> 294: 93.8310 -6.1042 -0.1647 2.1745 -0.9861 3.6946 4.1521 0.4269 0.2874 0.1780 5.3908 1.7077 -#> 295: 93.8299 -6.1033 -0.1648 2.1747 -0.9861 3.6968 4.1433 0.4265 0.2880 0.1781 5.3904 1.7066 -#> 296: 93.8276 -6.1027 -0.1648 2.1749 -0.9862 3.7072 4.1361 0.4261 0.2885 0.1782 5.3910 1.7056 -#> 297: 93.8212 -6.1015 -0.1647 2.1750 -0.9859 3.7253 4.1278 0.4256 0.2891 0.1783 5.3927 1.7051 -#> 298: 93.8173 -6.0980 -0.1647 2.1751 -0.9858 3.7552 4.1115 0.4251 0.2897 0.1784 5.3932 1.7045 -#> 299: 93.8168 -6.0984 -0.1646 2.1754 -0.9856 3.7687 4.1143 0.4246 0.2902 0.1786 5.3949 1.7037 -#> 300: 93.8154 -6.0967 -0.1646 2.1756 -0.9855 3.7888 4.1072 0.4241 0.2906 0.1788 5.3962 1.7030 -#> 301: 93.8129 -6.0946 -0.1646 2.1757 -0.9852 3.8097 4.1006 0.4236 0.2911 0.1791 5.3971 1.7026 -#> 302: 93.8120 -6.0932 -0.1646 2.1759 -0.9849 3.8403 4.0955 0.4231 0.2917 0.1792 5.3971 1.7021 -#> 303: 93.8115 -6.0942 -0.1646 2.1762 -0.9850 3.8602 4.1004 0.4227 0.2922 0.1795 5.3976 1.7020 -#> 304: 93.8106 -6.0979 -0.1645 2.1765 -0.9850 3.8898 4.1217 0.4222 0.2926 0.1798 5.3975 1.7024 -#> 305: 93.8091 -6.1009 -0.1644 2.1767 -0.9851 3.9165 4.1374 0.4218 0.2931 0.1801 5.3989 1.7024 -#> 306: 93.8090 -6.1043 -0.1644 2.1770 -0.9850 3.9485 4.1617 0.4214 0.2936 0.1803 5.3998 1.7021 -#> 307: 93.8082 -6.1063 -0.1644 2.1772 -0.9850 3.9730 4.1797 0.4210 0.2940 0.1803 5.3998 1.7017 -#> 308: 93.8093 -6.1090 -0.1644 2.1775 -0.9850 3.9874 4.2026 0.4205 0.2945 0.1804 5.3996 1.7006 -#> 309: 93.8092 -6.1122 -0.1643 2.1777 -0.9849 3.9948 4.2297 0.4201 0.2948 0.1804 5.4001 1.6998 -#> 310: 93.8080 -6.1142 -0.1642 2.1780 -0.9850 3.9976 4.2436 0.4197 0.2951 0.1803 5.4016 1.6989 -#> 311: 93.8094 -6.1164 -0.1641 2.1784 -0.9851 4.0015 4.2552 0.4194 0.2952 0.1803 5.4033 1.6978 -#> 312: 93.8107 -6.1184 -0.1640 2.1788 -0.9851 4.0006 4.2628 0.4190 0.2954 0.1802 5.4042 1.6972 -#> 313: 93.8118 -6.1190 -0.1640 2.1789 -0.9851 3.9991 4.2638 0.4186 0.2955 0.1802 5.4053 1.6967 -#> 314: 93.8139 -6.1188 -0.1639 2.1791 -0.9851 4.0019 4.2619 0.4183 0.2956 0.1802 5.4049 1.6966 -#> 315: 93.8152 -6.1173 -0.1639 2.1792 -0.9851 4.0111 4.2553 0.4179 0.2957 0.1802 5.4052 1.6966 -#> 316: 93.8178 -6.1158 -0.1639 2.1792 -0.9851 4.0073 4.2498 0.4175 0.2957 0.1802 5.4050 1.6966 -#> 317: 93.8205 -6.1155 -0.1639 2.1792 -0.9851 3.9999 4.2491 0.4172 0.2957 0.1802 5.4048 1.6963 -#> 318: 93.8216 -6.1145 -0.1639 2.1792 -0.9850 3.9961 4.2438 0.4168 0.2957 0.1802 5.4031 1.6961 -#> 319: 93.8241 -6.1143 -0.1639 2.1792 -0.9849 4.0009 4.2412 0.4164 0.2958 0.1801 5.4004 1.6956 -#> 320: 93.8257 -6.1142 -0.1639 2.1792 -0.9849 4.0018 4.2380 0.4160 0.2958 0.1801 5.3986 1.6952 -#> 321: 93.8280 -6.1134 -0.1639 2.1792 -0.9849 4.0055 4.2339 0.4156 0.2959 0.1802 5.3966 1.6950 -#> 322: 93.8299 -6.1122 -0.1639 2.1793 -0.9848 4.0075 4.2274 0.4152 0.2959 0.1802 5.3969 1.6948 -#> 323: 93.8318 -6.1123 -0.1639 2.1794 -0.9848 4.0087 4.2257 0.4149 0.2960 0.1802 5.3980 1.6941 -#> 324: 93.8352 -6.1098 -0.1639 2.1795 -0.9848 4.0123 4.2136 0.4145 0.2960 0.1802 5.3988 1.6936 -#> 325: 93.8374 -6.1072 -0.1638 2.1796 -0.9848 4.0230 4.2005 0.4142 0.2961 0.1802 5.3991 1.6933 -#> 326: 93.8410 -6.1050 -0.1637 2.1796 -0.9849 4.0327 4.1891 0.4139 0.2963 0.1802 5.4004 1.6927 -#> 327: 93.8457 -6.1023 -0.1637 2.1796 -0.9849 4.0327 4.1767 0.4135 0.2964 0.1802 5.4013 1.6922 -#> 328: 93.8493 -6.1017 -0.1637 2.1797 -0.9850 4.0440 4.1730 0.4131 0.2964 0.1802 5.4019 1.6915 -#> 329: 93.8515 -6.1001 -0.1637 2.1799 -0.9851 4.0556 4.1648 0.4128 0.2963 0.1803 5.4017 1.6912 -#> 330: 93.8541 -6.1001 -0.1636 2.1800 -0.9852 4.0606 4.1631 0.4124 0.2962 0.1804 5.4025 1.6912 -#> 331: 93.8539 -6.0994 -0.1635 2.1801 -0.9854 4.0654 4.1584 0.4120 0.2961 0.1805 5.4025 1.6907 -#> 332: 93.8536 -6.0999 -0.1634 2.1803 -0.9854 4.0696 4.1601 0.4116 0.2960 0.1808 5.4027 1.6904 -#> 333: 93.8531 -6.1002 -0.1633 2.1806 -0.9853 4.0682 4.1646 0.4112 0.2960 0.1810 5.4038 1.6893 -#> 334: 93.8543 -6.1005 -0.1632 2.1809 -0.9852 4.0771 4.1690 0.4108 0.2960 0.1812 5.4040 1.6883 -#> 335: 93.8552 -6.1010 -0.1631 2.1813 -0.9851 4.0888 4.1775 0.4104 0.2960 0.1813 5.4044 1.6878 -#> 336: 93.8555 -6.1016 -0.1630 2.1817 -0.9850 4.0969 4.1858 0.4099 0.2961 0.1814 5.4046 1.6873 -#> 337: 93.8553 -6.1025 -0.1628 2.1820 -0.9849 4.1152 4.1921 0.4094 0.2962 0.1815 5.4070 1.6863 -#> 338: 93.8553 -6.1018 -0.1626 2.1824 -0.9848 4.1314 4.1904 0.4090 0.2963 0.1816 5.4080 1.6852 -#> 339: 93.8567 -6.1004 -0.1625 2.1828 -0.9847 4.1449 4.1855 0.4087 0.2964 0.1817 5.4087 1.6841 -#> 340: 93.8582 -6.0987 -0.1623 2.1832 -0.9846 4.1603 4.1799 0.4083 0.2965 0.1819 5.4086 1.6832 -#> 341: 93.8589 -6.0962 -0.1620 2.1836 -0.9844 4.1692 4.1694 0.4079 0.2965 0.1820 5.4102 1.6828 -#> 342: 93.8583 -6.0932 -0.1618 2.1841 -0.9844 4.1729 4.1563 0.4075 0.2966 0.1821 5.4117 1.6821 -#> 343: 93.8590 -6.0906 -0.1615 2.1845 -0.9844 4.1840 4.1447 0.4071 0.2966 0.1822 5.4125 1.6819 -#> 344: 93.8582 -6.0890 -0.1613 2.1851 -0.9845 4.1860 4.1347 0.4068 0.2968 0.1826 5.4135 1.6814 -#> 345: 93.8576 -6.0876 -0.1610 2.1857 -0.9846 4.1889 4.1252 0.4064 0.2969 0.1829 5.4143 1.6810 -#> 346: 93.8549 -6.0853 -0.1608 2.1862 -0.9845 4.1925 4.1121 0.4061 0.2969 0.1832 5.4157 1.6803 -#> 347: 93.8540 -6.0829 -0.1605 2.1867 -0.9845 4.2031 4.0990 0.4058 0.2970 0.1834 5.4158 1.6803 -#> 348: 93.8516 -6.0814 -0.1602 2.1873 -0.9845 4.2169 4.0885 0.4055 0.2971 0.1836 5.4174 1.6801 -#> 349: 93.8505 -6.0797 -0.1600 2.1879 -0.9845 4.2253 4.0779 0.4052 0.2971 0.1837 5.4190 1.6799 -#> 350: 93.8512 -6.0773 -0.1597 2.1885 -0.9845 4.2268 4.0657 0.4049 0.2972 0.1839 5.4209 1.6797 -#> 351: 93.8507 -6.0754 -0.1595 2.1890 -0.9845 4.2245 4.0559 0.4046 0.2972 0.1840 5.4230 1.6794 -#> 352: 93.8490 -6.0736 -0.1592 2.1896 -0.9845 4.2296 4.0474 0.4044 0.2973 0.1841 5.4252 1.6790 -#> 353: 93.8460 -6.0718 -0.1589 2.1901 -0.9845 4.2356 4.0374 0.4042 0.2973 0.1843 5.4272 1.6790 -#> 354: 93.8437 -6.0695 -0.1586 2.1906 -0.9845 4.2408 4.0255 0.4041 0.2973 0.1844 5.4303 1.6787 -#> 355: 93.8420 -6.0679 -0.1584 2.1912 -0.9844 4.2428 4.0166 0.4040 0.2973 0.1845 5.4342 1.6785 -#> 356: 93.8413 -6.0666 -0.1581 2.1916 -0.9843 4.2418 4.0072 0.4040 0.2973 0.1845 5.4348 1.6792 -#> 357: 93.8406 -6.0650 -0.1578 2.1921 -0.9844 4.2531 3.9973 0.4040 0.2973 0.1846 5.4350 1.6798 -#> 358: 93.8404 -6.0639 -0.1575 2.1926 -0.9844 4.2596 3.9901 0.4040 0.2973 0.1846 5.4357 1.6805 -#> 359: 93.8373 -6.0630 -0.1572 2.1931 -0.9845 4.2724 3.9820 0.4039 0.2973 0.1848 5.4368 1.6816 -#> 360: 93.8347 -6.0622 -0.1569 2.1936 -0.9845 4.2788 3.9747 0.4039 0.2973 0.1849 5.4377 1.6824 -#> 361: 93.8327 -6.0626 -0.1566 2.1942 -0.9846 4.2919 3.9749 0.4038 0.2973 0.1850 5.4382 1.6831 -#> 362: 93.8326 -6.0629 -0.1562 2.1947 -0.9846 4.2989 3.9737 0.4038 0.2973 0.1850 5.4408 1.6838 -#> 363: 93.8316 -6.0629 -0.1559 2.1953 -0.9846 4.3007 3.9725 0.4037 0.2972 0.1850 5.4420 1.6842 -#> 364: 93.8317 -6.0629 -0.1556 2.1957 -0.9846 4.2910 3.9739 0.4038 0.2971 0.1850 5.4430 1.6840 -#> 365: 93.8317 -6.0629 -0.1553 2.1962 -0.9846 4.2878 3.9759 0.4040 0.2967 0.1849 5.4441 1.6839 -#> 366: 93.8319 -6.0633 -0.1549 2.1966 -0.9845 4.2870 3.9823 0.4042 0.2963 0.1849 5.4461 1.6839 -#> 367: 93.8320 -6.0636 -0.1546 2.1971 -0.9845 4.2828 3.9850 0.4042 0.2959 0.1849 5.4479 1.6843 -#> 368: 93.8312 -6.0635 -0.1544 2.1975 -0.9844 4.2781 3.9859 0.4043 0.2955 0.1849 5.4475 1.6841 -#> 369: 93.8301 -6.0640 -0.1541 2.1979 -0.9844 4.2760 3.9891 0.4043 0.2953 0.1850 5.4472 1.6835 -#> 370: 93.8306 -6.0651 -0.1539 2.1983 -0.9844 4.2690 3.9967 0.4042 0.2950 0.1850 5.4484 1.6829 -#> 371: 93.8312 -6.0669 -0.1536 2.1988 -0.9845 4.2613 4.0111 0.4042 0.2947 0.1851 5.4494 1.6822 -#> 372: 93.8312 -6.0681 -0.1533 2.1992 -0.9845 4.2585 4.0252 0.4042 0.2945 0.1852 5.4513 1.6817 -#> 373: 93.8307 -6.0681 -0.1531 2.1996 -0.9846 4.2605 4.0284 0.4042 0.2943 0.1853 5.4523 1.6815 -#> 374: 93.8305 -6.0678 -0.1529 2.1999 -0.9846 4.2676 4.0279 0.4040 0.2942 0.1853 5.4533 1.6816 -#> 375: 93.8313 -6.0673 -0.1528 2.2002 -0.9846 4.2708 4.0232 0.4038 0.2940 0.1854 5.4543 1.6813 -#> 376: 93.8310 -6.0672 -0.1527 2.2004 -0.9846 4.2775 4.0214 0.4037 0.2938 0.1855 5.4538 1.6809 -#> 377: 93.8298 -6.0666 -0.1526 2.2007 -0.9846 4.2787 4.0166 0.4035 0.2937 0.1856 5.4532 1.6806 -#> 378: 93.8276 -6.0664 -0.1525 2.2009 -0.9846 4.2781 4.0135 0.4033 0.2935 0.1857 5.4538 1.6801 -#> 379: 93.8262 -6.0671 -0.1524 2.2012 -0.9846 4.2800 4.0157 0.4031 0.2932 0.1857 5.4530 1.6803 -#> 380: 93.8243 -6.0675 -0.1523 2.2015 -0.9846 4.2735 4.0168 0.4029 0.2929 0.1857 5.4523 1.6803 -#> 381: 93.8233 -6.0677 -0.1522 2.2017 -0.9845 4.2670 4.0189 0.4027 0.2926 0.1858 5.4517 1.6798 -#> 382: 93.8229 -6.0674 -0.1521 2.2019 -0.9845 4.2655 4.0211 0.4025 0.2924 0.1858 5.4510 1.6794 -#> 383: 93.8196 -6.0681 -0.1521 2.2021 -0.9843 4.2696 4.0291 0.4023 0.2922 0.1859 5.4504 1.6788 -#> 384: 93.8174 -6.0688 -0.1520 2.2023 -0.9842 4.2851 4.0333 0.4021 0.2919 0.1860 5.4500 1.6783 -#> 385: 93.8156 -6.0682 -0.1518 2.2028 -0.9840 4.3056 4.0305 0.4019 0.2920 0.1862 5.4503 1.6774 -#> 386: 93.8145 -6.0684 -0.1516 2.2032 -0.9838 4.3195 4.0302 0.4016 0.2920 0.1863 5.4499 1.6765 -#> 387: 93.8121 -6.0679 -0.1514 2.2036 -0.9837 4.3290 4.0272 0.4014 0.2920 0.1864 5.4501 1.6756 -#> 388: 93.8105 -6.0676 -0.1513 2.2040 -0.9835 4.3393 4.0267 0.4011 0.2920 0.1865 5.4509 1.6751 -#> 389: 93.8089 -6.0664 -0.1510 2.2045 -0.9833 4.3458 4.0224 0.4009 0.2920 0.1865 5.4512 1.6746 -#> 390: 93.8080 -6.0658 -0.1508 2.2049 -0.9832 4.3422 4.0199 0.4007 0.2920 0.1866 5.4514 1.6744 -#> 391: 93.8077 -6.0669 -0.1507 2.2053 -0.9831 4.3500 4.0277 0.4007 0.2920 0.1867 5.4511 1.6740 -#> 392: 93.8069 -6.0676 -0.1505 2.2056 -0.9831 4.3525 4.0326 0.4006 0.2920 0.1868 5.4500 1.6733 -#> 393: 93.8072 -6.0678 -0.1504 2.2059 -0.9830 4.3562 4.0344 0.4005 0.2920 0.1868 5.4491 1.6725 -#> 394: 93.8083 -6.0684 -0.1503 2.2061 -0.9829 4.3577 4.0386 0.4004 0.2920 0.1869 5.4493 1.6716 -#> 395: 93.8086 -6.0685 -0.1501 2.2064 -0.9828 4.3574 4.0394 0.4003 0.2920 0.1869 5.4493 1.6709 -#> 396: 93.8078 -6.0677 -0.1500 2.2067 -0.9827 4.3591 4.0355 0.4002 0.2921 0.1870 5.4493 1.6707 -#> 397: 93.8064 -6.0668 -0.1499 2.2071 -0.9825 4.3621 4.0317 0.4000 0.2922 0.1871 5.4495 1.6704 -#> 398: 93.8058 -6.0661 -0.1499 2.2073 -0.9823 4.3701 4.0285 0.3999 0.2923 0.1872 5.4491 1.6699 -#> 399: 93.8057 -6.0651 -0.1498 2.2075 -0.9822 4.3803 4.0243 0.3997 0.2924 0.1872 5.4485 1.6699 -#> 400: 93.8057 -6.0647 -0.1498 2.2076 -0.9820 4.3854 4.0225 0.3996 0.2924 0.1872 5.4488 1.6699 -#> 401: 93.8059 -6.0635 -0.1498 2.2078 -0.9819 4.3939 4.0178 0.3995 0.2925 0.1873 5.4491 1.6702 -#> 402: 93.8063 -6.0621 -0.1498 2.2079 -0.9818 4.4033 4.0120 0.3993 0.2926 0.1875 5.4492 1.6704 -#> 403: 93.8055 -6.0609 -0.1498 2.2080 -0.9816 4.4098 4.0069 0.3992 0.2926 0.1876 5.4494 1.6703 -#> 404: 93.8040 -6.0608 -0.1499 2.2081 -0.9815 4.4153 4.0050 0.3991 0.2927 0.1877 5.4494 1.6701 -#> 405: 93.8030 -6.0604 -0.1499 2.2082 -0.9814 4.4181 4.0047 0.3990 0.2928 0.1879 5.4491 1.6700 -#> 406: 93.8002 -6.0597 -0.1499 2.2083 -0.9812 4.4257 4.0025 0.3989 0.2928 0.1880 5.4498 1.6702 -#> 407: 93.7969 -6.0593 -0.1500 2.2085 -0.9810 4.4343 3.9994 0.3988 0.2928 0.1881 5.4514 1.6703 -#> 408: 93.7947 -6.0582 -0.1499 2.2087 -0.9809 4.4509 3.9936 0.3987 0.2927 0.1882 5.4526 1.6704 -#> 409: 93.7929 -6.0579 -0.1499 2.2088 -0.9807 4.4584 3.9918 0.3987 0.2926 0.1882 5.4537 1.6707 -#> 410: 93.7896 -6.0593 -0.1499 2.2089 -0.9807 4.4664 4.0002 0.3987 0.2925 0.1883 5.4560 1.6705 -#> 411: 93.7875 -6.0601 -0.1499 2.2090 -0.9807 4.4626 4.0057 0.3987 0.2924 0.1883 5.4567 1.6705 -#> 412: 93.7862 -6.0602 -0.1499 2.2091 -0.9808 4.4574 4.0095 0.3986 0.2923 0.1884 5.4565 1.6706 -#> 413: 93.7858 -6.0606 -0.1498 2.2092 -0.9808 4.4527 4.0146 0.3986 0.2922 0.1885 5.4561 1.6708 -#> 414: 93.7859 -6.0615 -0.1498 2.2093 -0.9808 4.4451 4.0211 0.3987 0.2921 0.1885 5.4574 1.6708 -#> 415: 93.7864 -6.0629 -0.1498 2.2092 -0.9808 4.4443 4.0298 0.3986 0.2921 0.1885 5.4576 1.6707 -#> 416: 93.7851 -6.0639 -0.1498 2.2092 -0.9808 4.4462 4.0362 0.3985 0.2920 0.1884 5.4575 1.6706 -#> 417: 93.7820 -6.0644 -0.1499 2.2092 -0.9808 4.4425 4.0387 0.3985 0.2920 0.1884 5.4577 1.6703 -#> 418: 93.7801 -6.0652 -0.1499 2.2093 -0.9808 4.4365 4.0420 0.3985 0.2920 0.1883 5.4589 1.6702 -#> 419: 93.7799 -6.0648 -0.1499 2.2094 -0.9807 4.4303 4.0418 0.3984 0.2921 0.1883 5.4596 1.6703 -#> 420: 93.7797 -6.0641 -0.1498 2.2095 -0.9807 4.4216 4.0383 0.3983 0.2921 0.1884 5.4607 1.6702 -#> 421: 93.7803 -6.0641 -0.1498 2.2096 -0.9808 4.4120 4.0396 0.3983 0.2922 0.1885 5.4621 1.6702 -#> 422: 93.7806 -6.0638 -0.1498 2.2097 -0.9809 4.4017 4.0373 0.3981 0.2923 0.1885 5.4635 1.6702 -#> 423: 93.7800 -6.0636 -0.1498 2.2098 -0.9810 4.3948 4.0339 0.3981 0.2923 0.1885 5.4640 1.6701 -#> 424: 93.7789 -6.0638 -0.1498 2.2099 -0.9810 4.3884 4.0336 0.3980 0.2924 0.1885 5.4651 1.6700 -#> 425: 93.7774 -6.0628 -0.1498 2.2101 -0.9810 4.3814 4.0271 0.3978 0.2925 0.1884 5.4666 1.6699 -#> 426: 93.7755 -6.0619 -0.1498 2.2102 -0.9811 4.3841 4.0221 0.3977 0.2925 0.1884 5.4693 1.6697 -#> 427: 93.7753 -6.0612 -0.1498 2.2103 -0.9810 4.3785 4.0167 0.3975 0.2926 0.1883 5.4712 1.6696 -#> 428: 93.7741 -6.0613 -0.1498 2.2104 -0.9810 4.3767 4.0161 0.3973 0.2926 0.1882 5.4729 1.6696 -#> 429: 93.7717 -6.0613 -0.1498 2.2105 -0.9810 4.3744 4.0158 0.3971 0.2926 0.1880 5.4743 1.6694 -#> 430: 93.7690 -6.0619 -0.1498 2.2106 -0.9809 4.3744 4.0189 0.3969 0.2926 0.1879 5.4753 1.6692 -#> 431: 93.7668 -6.0615 -0.1498 2.2107 -0.9809 4.3709 4.0174 0.3967 0.2925 0.1878 5.4762 1.6691 -#> 432: 93.7656 -6.0619 -0.1498 2.2108 -0.9809 4.3710 4.0173 0.3966 0.2926 0.1878 5.4770 1.6688 -#> 433: 93.7632 -6.0625 -0.1498 2.2108 -0.9809 4.3689 4.0204 0.3964 0.2926 0.1877 5.4774 1.6687 -#> 434: 93.7624 -6.0621 -0.1498 2.2109 -0.9808 4.3687 4.0178 0.3962 0.2926 0.1876 5.4774 1.6683 -#> 435: 93.7608 -6.0622 -0.1497 2.2111 -0.9808 4.3714 4.0182 0.3961 0.2927 0.1875 5.4777 1.6679 -#> 436: 93.7586 -6.0622 -0.1498 2.2112 -0.9808 4.3695 4.0178 0.3959 0.2928 0.1874 5.4784 1.6679 -#> 437: 93.7558 -6.0622 -0.1498 2.2114 -0.9809 4.3658 4.0167 0.3957 0.2928 0.1873 5.4795 1.6678 -#> 438: 93.7519 -6.0627 -0.1499 2.2115 -0.9808 4.3601 4.0183 0.3955 0.2928 0.1872 5.4807 1.6674 -#> 439: 93.7478 -6.0618 -0.1499 2.2115 -0.9807 4.3538 4.0133 0.3952 0.2928 0.1871 5.4814 1.6672 -#> 440: 93.7449 -6.0612 -0.1499 2.2117 -0.9805 4.3504 4.0103 0.3951 0.2928 0.1870 5.4820 1.6669 -#> 441: 93.7433 -6.0608 -0.1499 2.2117 -0.9805 4.3438 4.0077 0.3949 0.2928 0.1869 5.4818 1.6666 -#> 442: 93.7417 -6.0604 -0.1500 2.2118 -0.9805 4.3354 4.0058 0.3947 0.2927 0.1868 5.4824 1.6666 -#> 443: 93.7407 -6.0604 -0.1500 2.2119 -0.9805 4.3281 4.0046 0.3946 0.2927 0.1867 5.4832 1.6667 -#> 444: 93.7397 -6.0608 -0.1500 2.2118 -0.9805 4.3180 4.0069 0.3944 0.2928 0.1866 5.4857 1.6664 -#> 445: 93.7387 -6.0613 -0.1501 2.2118 -0.9805 4.3092 4.0085 0.3942 0.2929 0.1866 5.4866 1.6663 -#> 446: 93.7376 -6.0612 -0.1502 2.2117 -0.9805 4.3022 4.0075 0.3939 0.2930 0.1865 5.4866 1.6660 -#> 447: 93.7375 -6.0613 -0.1503 2.2116 -0.9806 4.2981 4.0076 0.3937 0.2931 0.1865 5.4863 1.6658 -#> 448: 93.7388 -6.0617 -0.1504 2.2115 -0.9806 4.2970 4.0087 0.3935 0.2932 0.1864 5.4870 1.6658 -#> 449: 93.7400 -6.0617 -0.1504 2.2115 -0.9807 4.2904 4.0069 0.3933 0.2933 0.1864 5.4880 1.6655 -#> 450: 93.7414 -6.0623 -0.1505 2.2113 -0.9808 4.2829 4.0095 0.3930 0.2935 0.1863 5.4880 1.6653 -#> 451: 93.7426 -6.0634 -0.1506 2.2112 -0.9808 4.2797 4.0146 0.3928 0.2936 0.1863 5.4877 1.6655 -#> 452: 93.7447 -6.0642 -0.1507 2.2110 -0.9809 4.2770 4.0171 0.3926 0.2938 0.1862 5.4876 1.6657 -#> 453: 93.7465 -6.0644 -0.1508 2.2108 -0.9810 4.2698 4.0184 0.3924 0.2940 0.1862 5.4877 1.6652 -#> 454: 93.7478 -6.0645 -0.1509 2.2106 -0.9810 4.2657 4.0182 0.3922 0.2941 0.1861 5.4874 1.6648 -#> 455: 93.7486 -6.0650 -0.1511 2.2104 -0.9811 4.2656 4.0203 0.3921 0.2943 0.1861 5.4871 1.6644 -#> 456: 93.7485 -6.0659 -0.1512 2.2102 -0.9812 4.2646 4.0240 0.3920 0.2945 0.1860 5.4869 1.6641 -#> 457: 93.7487 -6.0668 -0.1514 2.2099 -0.9813 4.2613 4.0277 0.3919 0.2946 0.1860 5.4866 1.6640 -#> 458: 93.7484 -6.0667 -0.1515 2.2097 -0.9812 4.2586 4.0263 0.3918 0.2947 0.1859 5.4854 1.6639 -#> 459: 93.7468 -6.0661 -0.1517 2.2095 -0.9812 4.2565 4.0225 0.3917 0.2948 0.1858 5.4853 1.6639 -#> 460: 93.7458 -6.0652 -0.1518 2.2093 -0.9812 4.2548 4.0171 0.3916 0.2950 0.1858 5.4843 1.6638 -#> 461: 93.7435 -6.0645 -0.1519 2.2091 -0.9811 4.2554 4.0121 0.3914 0.2951 0.1858 5.4843 1.6637 -#> 462: 93.7421 -6.0637 -0.1521 2.2089 -0.9811 4.2509 4.0079 0.3913 0.2953 0.1857 5.4840 1.6638 -#> 463: 93.7406 -6.0630 -0.1522 2.2088 -0.9810 4.2534 4.0036 0.3912 0.2955 0.1857 5.4834 1.6640 -#> 464: 93.7406 -6.0622 -0.1524 2.2086 -0.9810 4.2548 3.9986 0.3911 0.2956 0.1857 5.4828 1.6639 -#> 465: 93.7404 -6.0617 -0.1525 2.2084 -0.9810 4.2511 3.9955 0.3910 0.2958 0.1857 5.4828 1.6638 -#> 466: 93.7414 -6.0610 -0.1527 2.2080 -0.9809 4.2468 3.9918 0.3910 0.2959 0.1857 5.4812 1.6640 -#> 467: 93.7419 -6.0606 -0.1529 2.2077 -0.9810 4.2446 3.9885 0.3909 0.2960 0.1858 5.4799 1.6642 -#> 468: 93.7427 -6.0604 -0.1531 2.2074 -0.9809 4.2473 3.9872 0.3909 0.2961 0.1858 5.4790 1.6643 -#> 469: 93.7435 -6.0608 -0.1532 2.2073 -0.9810 4.2457 3.9891 0.3907 0.2963 0.1858 5.4789 1.6641 -#> 470: 93.7442 -6.0611 -0.1533 2.2071 -0.9811 4.2443 3.9895 0.3905 0.2965 0.1858 5.4785 1.6640 -#> 471: 93.7443 -6.0618 -0.1534 2.2070 -0.9812 4.2415 3.9932 0.3903 0.2967 0.1858 5.4773 1.6639 -#> 472: 93.7433 -6.0624 -0.1535 2.2069 -0.9812 4.2414 3.9958 0.3901 0.2969 0.1858 5.4765 1.6637 -#> 473: 93.7421 -6.0621 -0.1536 2.2067 -0.9811 4.2330 3.9962 0.3899 0.2970 0.1858 5.4762 1.6637 -#> 474: 93.7415 -6.0621 -0.1537 2.2066 -0.9812 4.2263 3.9968 0.3897 0.2972 0.1858 5.4755 1.6638 -#> 475: 93.7396 -6.0621 -0.1538 2.2066 -0.9812 4.2261 3.9956 0.3895 0.2973 0.1859 5.4751 1.6637 -#> 476: 93.7373 -6.0626 -0.1539 2.2065 -0.9811 4.2265 3.9976 0.3893 0.2975 0.1859 5.4743 1.6634 -#> 477: 93.7357 -6.0623 -0.1540 2.2063 -0.9811 4.2222 3.9953 0.3891 0.2976 0.1859 5.4741 1.6635 -#> 478: 93.7345 -6.0620 -0.1541 2.2062 -0.9811 4.2165 3.9939 0.3889 0.2978 0.1860 5.4745 1.6638 -#> 479: 93.7341 -6.0615 -0.1542 2.2062 -0.9812 4.2122 3.9916 0.3887 0.2979 0.1860 5.4751 1.6637 -#> 480: 93.7338 -6.0619 -0.1543 2.2061 -0.9812 4.2084 3.9932 0.3885 0.2980 0.1860 5.4753 1.6635 -#> 481: 93.7336 -6.0618 -0.1544 2.2060 -0.9812 4.2066 3.9945 0.3883 0.2981 0.1860 5.4748 1.6637 -#> 482: 93.7340 -6.0622 -0.1545 2.2058 -0.9812 4.2069 3.9969 0.3882 0.2983 0.1860 5.4741 1.6636 -#> 483: 93.7328 -6.0627 -0.1547 2.2057 -0.9813 4.2062 3.9992 0.3879 0.2985 0.1861 5.4739 1.6636 -#> 484: 93.7323 -6.0629 -0.1547 2.2056 -0.9813 4.2075 3.9995 0.3877 0.2987 0.1861 5.4730 1.6638 -#> 485: 93.7326 -6.0634 -0.1548 2.2055 -0.9814 4.2045 4.0013 0.3875 0.2989 0.1862 5.4727 1.6637 -#> 486: 93.7320 -6.0632 -0.1549 2.2055 -0.9814 4.2084 3.9989 0.3872 0.2991 0.1863 5.4718 1.6635 -#> 487: 93.7321 -6.0625 -0.1549 2.2054 -0.9814 4.2105 3.9949 0.3870 0.2993 0.1864 5.4712 1.6634 -#> 488: 93.7326 -6.0623 -0.1550 2.2054 -0.9814 4.2104 3.9935 0.3868 0.2996 0.1865 5.4721 1.6635 -#> 489: 93.7342 -6.0615 -0.1551 2.2054 -0.9815 4.2103 3.9893 0.3866 0.2998 0.1866 5.4725 1.6635 -#> 490: 93.7360 -6.0610 -0.1551 2.2053 -0.9815 4.2116 3.9857 0.3864 0.3001 0.1867 5.4730 1.6636 -#> 491: 93.7374 -6.0601 -0.1551 2.2052 -0.9815 4.2128 3.9804 0.3862 0.3003 0.1868 5.4722 1.6638 -#> 492: 93.7386 -6.0597 -0.1552 2.2050 -0.9816 4.2171 3.9774 0.3861 0.3006 0.1869 5.4714 1.6642 -#> 493: 93.7399 -6.0597 -0.1553 2.2049 -0.9816 4.2262 3.9766 0.3859 0.3008 0.1869 5.4712 1.6643 -#> 494: 93.7404 -6.0596 -0.1553 2.2047 -0.9816 4.2347 3.9746 0.3857 0.3011 0.1870 5.4711 1.6646 -#> 495: 93.7406 -6.0590 -0.1554 2.2046 -0.9817 4.2395 3.9711 0.3855 0.3014 0.1871 5.4705 1.6650 -#> 496: 93.7416 -6.0582 -0.1554 2.2045 -0.9817 4.2456 3.9660 0.3853 0.3017 0.1871 5.4707 1.6656 -#> 497: 93.7433 -6.0575 -0.1555 2.2044 -0.9818 4.2511 3.9631 0.3851 0.3020 0.1871 5.4714 1.6658 -#> 498: 93.7444 -6.0574 -0.1556 2.2042 -0.9817 4.2516 3.9632 0.3848 0.3023 0.1871 5.4721 1.6660 -#> 499: 93.7457 -6.0576 -0.1557 2.2041 -0.9817 4.2518 3.9660 0.3846 0.3025 0.1871 5.4728 1.6660 -#> 500: 93.7469 -6.0586 -0.1557 2.2040 -0.9817 4.2481 3.9757 0.3844 0.3028 0.1871 5.4738 1.6661</div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT"</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_fomc_sfo_focei_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_obs</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha | -#> |.....................| log_beta |sigma_parent | sigma_A1 | o1 | -#> |.....................| o2 | o3 | o4 | o5 | -#> |<span style='font-weight: bold;'> 1</span>| 468.02617 | 1.000 | -1.000 | -0.9113 | -0.8954 | -#> |.....................| -0.8491 | -0.8511 | -0.8672 | -0.8762 | -#> |.....................| -0.8737 | -0.8674 | -0.8694 | -0.8687 | -#> | U| 468.02617 | 94.00 | -5.400 | -0.9900 | -0.2000 | -#> |.....................| 2.100 | 2.000 | 1.200 | 0.7536 | -#> |.....................| 0.8758 | 1.189 | 1.093 | 1.127 | -#> | X|<span style='font-weight: bold;'> 468.02617</span> | 94.00 | 0.004517 | 0.2709 | 0.8187 | -#> |.....................| 8.166 | 2.000 | 1.200 | 0.7536 | -#> |.....................| 0.8758 | 1.189 | 1.093 | 1.127 | -#> | G| Gill Diff. | 49.30 | 2.016 | -0.2473 | -0.3737 | -#> |.....................| -1.227 | -27.89 | -10.29 | 8.753 | -#> |.....................| 11.17 | -12.52 | -9.819 | -8.910 | -#> |<span style='font-weight: bold;'> 2</span>| 4021.4865 | 0.2059 | -1.032 | -0.9073 | -0.8894 | -#> |.....................| -0.8293 | -0.4019 | -0.7014 | -1.017 | -#> |.....................| -1.054 | -0.6658 | -0.7112 | -0.7251 | -#> | U| 4021.4865 | 19.35 | -5.432 | -0.9861 | -0.1940 | -#> |.....................| 2.120 | 2.449 | 1.299 | 0.6474 | -#> |.....................| 0.7182 | 1.429 | 1.266 | 1.289 | -#> | X|<span style='font-weight: bold;'> 4021.4865</span> | 19.35 | 0.004372 | 0.2717 | 0.8237 | -#> |.....................| 8.329 | 2.449 | 1.299 | 0.6474 | -#> |.....................| 0.7182 | 1.429 | 1.266 | 1.289 | -#> |<span style='font-weight: bold;'> 3</span>| 518.20369 | 0.9206 | -1.003 | -0.9109 | -0.8948 | -#> |.....................| -0.8471 | -0.8062 | -0.8506 | -0.8903 | -#> |.....................| -0.8917 | -0.8473 | -0.8535 | -0.8543 | -#> | U| 518.20369 | 86.53 | -5.403 | -0.9896 | -0.1994 | -#> |.....................| 2.102 | 2.045 | 1.210 | 0.7430 | -#> |.....................| 0.8600 | 1.213 | 1.111 | 1.143 | -#> | X|<span style='font-weight: bold;'> 518.20369</span> | 86.53 | 0.004502 | 0.2710 | 0.8192 | -#> |.....................| 8.182 | 2.045 | 1.210 | 0.7430 | -#> |.....................| 0.8600 | 1.213 | 1.111 | 1.143 | -#> |<span style='font-weight: bold;'> 4</span>| 467.99742 | 0.9921 | -1.000 | -0.9112 | -0.8953 | -#> |.....................| -0.8489 | -0.8466 | -0.8655 | -0.8776 | -#> |.....................| -0.8755 | -0.8654 | -0.8678 | -0.8672 | -#> | U| 467.99742 | 93.25 | -5.400 | -0.9900 | -0.1999 | -#> |.....................| 2.100 | 2.004 | 1.201 | 0.7526 | -#> |.....................| 0.8742 | 1.192 | 1.095 | 1.129 | -#> | X|<span style='font-weight: bold;'> 467.99742</span> | 93.25 | 0.004515 | 0.2709 | 0.8188 | -#> |.....................| 8.168 | 2.004 | 1.201 | 0.7526 | -#> |.....................| 0.8742 | 1.192 | 1.095 | 1.129 | -#> | F| Forward Diff. | -98.28 | 1.929 | -0.4044 | -0.4503 | -#> |.....................| -1.484 | -29.27 | -9.987 | 8.922 | -#> |.....................| 9.417 | -11.79 | -9.521 | -8.343 | -#> |<span style='font-weight: bold;'> 5</span>| 467.67344 | 0.9967 | -1.000 | -0.9112 | -0.8953 | -#> |.....................| -0.8488 | -0.8452 | -0.8651 | -0.8780 | -#> |.....................| -0.8760 | -0.8648 | -0.8673 | -0.8668 | -#> | U| 467.67344 | 93.69 | -5.400 | -0.9899 | -0.1999 | -#> |.....................| 2.100 | 2.006 | 1.201 | 0.7523 | -#> |.....................| 0.8738 | 1.192 | 1.095 | 1.129 | -#> | X|<span style='font-weight: bold;'> 467.67344</span> | 93.69 | 0.004515 | 0.2709 | 0.8188 | -#> |.....................| 8.168 | 2.006 | 1.201 | 0.7523 | -#> |.....................| 0.8738 | 1.192 | 1.095 | 1.129 | -#> | F| Forward Diff. | -11.92 | 1.963 | -0.3242 | -0.4184 | -#> |.....................| -1.350 | -28.16 | -10.02 | 8.541 | -#> |.....................| 8.305 | -11.80 | -9.512 | -8.408 | -#> |<span style='font-weight: bold;'> 6</span>| 467.50396 | 0.9983 | -1.001 | -0.9112 | -0.8952 | -#> |.....................| -0.8487 | -0.8416 | -0.8638 | -0.8791 | -#> |.....................| -0.8771 | -0.8633 | -0.8661 | -0.8658 | -#> | U| 467.50396 | 93.84 | -5.401 | -0.9899 | -0.1999 | -#> |.....................| 2.100 | 2.010 | 1.202 | 0.7514 | -#> |.....................| 0.8729 | 1.194 | 1.097 | 1.130 | -#> | X|<span style='font-weight: bold;'> 467.50396</span> | 93.84 | 0.004514 | 0.2709 | 0.8188 | -#> |.....................| 8.170 | 2.010 | 1.202 | 0.7514 | -#> |.....................| 0.8729 | 1.194 | 1.097 | 1.130 | -#> |<span style='font-weight: bold;'> 7</span>| 467.27231 | 1.003 | -1.001 | -0.9110 | -0.8951 | -#> |.....................| -0.8481 | -0.8306 | -0.8599 | -0.8825 | -#> |.....................| -0.8803 | -0.8587 | -0.8624 | -0.8625 | -#> | U| 467.27231 | 94.27 | -5.401 | -0.9898 | -0.1997 | -#> |.....................| 2.101 | 2.021 | 1.204 | 0.7489 | -#> |.....................| 0.8700 | 1.200 | 1.101 | 1.134 | -#> | X|<span style='font-weight: bold;'> 467.27231</span> | 94.27 | 0.004510 | 0.2710 | 0.8190 | -#> |.....................| 8.174 | 2.021 | 1.204 | 0.7489 | -#> |.....................| 0.8700 | 1.200 | 1.101 | 1.134 | -#> | F| Forward Diff. | 101.6 | 1.991 | -0.1997 | -0.3688 | -#> |.....................| -1.177 | -25.72 | -9.853 | 9.249 | -#> |.....................| 8.335 | -11.58 | -9.288 | -8.277 | -#> |<span style='font-weight: bold;'> 8</span>| 466.36087 | 0.9961 | -1.002 | -0.9109 | -0.8949 | -#> |.....................| -0.8474 | -0.8165 | -0.8547 | -0.8873 | -#> |.....................| -0.8853 | -0.8526 | -0.8575 | -0.8582 | -#> | U| 466.36087 | 93.63 | -5.402 | -0.9896 | -0.1995 | -#> |.....................| 2.102 | 2.035 | 1.207 | 0.7453 | -#> |.....................| 0.8657 | 1.207 | 1.106 | 1.139 | -#> | X|<span style='font-weight: bold;'> 466.36087</span> | 93.63 | 0.004506 | 0.2710 | 0.8191 | -#> |.....................| 8.180 | 2.035 | 1.207 | 0.7453 | -#> |.....................| 0.8657 | 1.207 | 1.106 | 1.139 | -#> | F| Forward Diff. | -21.78 | 1.909 | -0.3215 | -0.4291 | -#> |.....................| -1.401 | -25.38 | -9.315 | 7.655 | -#> |.....................| 10.17 | -11.26 | -9.035 | -7.894 | -#> |<span style='font-weight: bold;'> 9</span>| 465.79764 | 1.000 | -1.004 | -0.9107 | -0.8946 | -#> |.....................| -0.8467 | -0.8024 | -0.8495 | -0.8920 | -#> |.....................| -0.8917 | -0.8462 | -0.8524 | -0.8537 | -#> | U| 465.79764 | 94.04 | -5.404 | -0.9895 | -0.1993 | -#> |.....................| 2.102 | 2.049 | 1.211 | 0.7417 | -#> |.....................| 0.8600 | 1.214 | 1.112 | 1.144 | -#> | X|<span style='font-weight: bold;'> 465.79764</span> | 94.04 | 0.004501 | 0.2710 | 0.8193 | -#> |.....................| 8.186 | 2.049 | 1.211 | 0.7417 | -#> |.....................| 0.8600 | 1.214 | 1.112 | 1.144 | -#> | F| Forward Diff. | 54.81 | 1.910 | -0.2489 | -0.4009 | -#> |.....................| -1.285 | -22.17 | -8.389 | 8.020 | -#> |.....................| 7.340 | -11.02 | -8.786 | -7.720 | -#> |<span style='font-weight: bold;'> 10</span>| 465.18897 | 0.9945 | -1.005 | -0.9105 | -0.8943 | -#> |.....................| -0.8457 | -0.7893 | -0.8445 | -0.8971 | -#> |.....................| -0.8975 | -0.8390 | -0.8467 | -0.8487 | -#> | U| 465.18897 | 93.48 | -5.405 | -0.9893 | -0.1990 | -#> |.....................| 2.103 | 2.062 | 1.214 | 0.7379 | -#> |.....................| 0.8549 | 1.223 | 1.118 | 1.149 | -#> | X|<span style='font-weight: bold;'> 465.18897</span> | 93.48 | 0.004495 | 0.2711 | 0.8196 | -#> |.....................| 8.194 | 2.062 | 1.214 | 0.7379 | -#> |.....................| 0.8549 | 1.223 | 1.118 | 1.149 | -#> | F| Forward Diff. | -47.52 | 1.834 | -0.3684 | -0.4503 | -#> |.....................| -1.489 | -22.39 | -7.996 | 7.294 | -#> |.....................| 9.249 | -10.90 | -8.741 | -7.575 | -#> |<span style='font-weight: bold;'> 11</span>| 464.56229 | 0.9983 | -1.006 | -0.9102 | -0.8940 | -#> |.....................| -0.8445 | -0.7772 | -0.8401 | -0.9030 | -#> |.....................| -0.9029 | -0.8305 | -0.8400 | -0.8430 | -#> | U| 464.56229 | 93.84 | -5.406 | -0.9890 | -0.1986 | -#> |.....................| 2.105 | 2.074 | 1.216 | 0.7334 | -#> |.....................| 0.8503 | 1.233 | 1.125 | 1.156 | -#> | X|<span style='font-weight: bold;'> 464.56229</span> | 93.84 | 0.004488 | 0.2711 | 0.8199 | -#> |.....................| 8.204 | 2.074 | 1.216 | 0.7334 | -#> |.....................| 0.8503 | 1.233 | 1.125 | 1.156 | -#> |<span style='font-weight: bold;'> 12</span>| 463.71730 | 0.9982 | -1.009 | -0.9098 | -0.8933 | -#> |.....................| -0.8424 | -0.7583 | -0.8332 | -0.9128 | -#> |.....................| -0.9112 | -0.8167 | -0.8291 | -0.8337 | -#> | U| 463.7173 | 93.83 | -5.409 | -0.9885 | -0.1980 | -#> |.....................| 2.107 | 2.093 | 1.220 | 0.7260 | -#> |.....................| 0.8430 | 1.249 | 1.137 | 1.166 | -#> | X|<span style='font-weight: bold;'> 463.7173</span> | 93.83 | 0.004478 | 0.2712 | 0.8204 | -#> |.....................| 8.221 | 2.093 | 1.220 | 0.7260 | -#> |.....................| 0.8430 | 1.249 | 1.137 | 1.166 | -#> |<span style='font-weight: bold;'> 13</span>| 461.03699 | 0.9978 | -1.018 | -0.9080 | -0.8909 | -#> |.....................| -0.8343 | -0.6839 | -0.8059 | -0.9516 | -#> |.....................| -0.9441 | -0.7622 | -0.7862 | -0.7969 | -#> | U| 461.03699 | 93.79 | -5.418 | -0.9868 | -0.1955 | -#> |.....................| 2.115 | 2.167 | 1.237 | 0.6968 | -#> |.....................| 0.8141 | 1.314 | 1.184 | 1.208 | -#> | X|<span style='font-weight: bold;'> 461.03699</span> | 93.79 | 0.004435 | 0.2716 | 0.8224 | -#> |.....................| 8.288 | 2.167 | 1.237 | 0.6968 | -#> |.....................| 0.8141 | 1.314 | 1.184 | 1.208 | -#> |<span style='font-weight: bold;'> 14</span>| 458.83693 | 0.9972 | -1.033 | -0.9052 | -0.8871 | -#> |.....................| -0.8218 | -0.5692 | -0.7639 | -1.011 | -#> |.....................| -0.9948 | -0.6782 | -0.7201 | -0.7403 | -#> | U| 458.83693 | 93.74 | -5.433 | -0.9840 | -0.1917 | -#> |.....................| 2.127 | 2.282 | 1.262 | 0.6519 | -#> |.....................| 0.7697 | 1.414 | 1.256 | 1.272 | -#> | X|<span style='font-weight: bold;'> 458.83693</span> | 93.74 | 0.004371 | 0.2721 | 0.8255 | -#> |.....................| 8.393 | 2.282 | 1.262 | 0.6519 | -#> |.....................| 0.7697 | 1.414 | 1.256 | 1.272 | -#> | F| Forward Diff. | 0.05416 | 1.397 | -0.2200 | -0.5344 | -#> |.....................| -1.585 | -3.387 | -1.306 | -0.2250 | -#> |.....................| 1.392 | -3.452 | -2.065 | -1.405 | -#> |<span style='font-weight: bold;'> 15</span>| 459.30045 | 0.9957 | -1.166 | -0.8845 | -0.8313 | -#> |.....................| -0.6584 | -0.5528 | -0.7505 | -0.8569 | -#> |.....................| -1.017 | -0.4560 | -0.6245 | -0.7036 | -#> | U| 459.30045 | 93.60 | -5.566 | -0.9635 | -0.1360 | -#> |.....................| 2.291 | 2.298 | 1.270 | 0.7682 | -#> |.....................| 0.7505 | 1.678 | 1.361 | 1.313 | -#> | X|<span style='font-weight: bold;'> 459.30045</span> | 93.60 | 0.003827 | 0.2762 | 0.8729 | -#> |.....................| 9.881 | 2.298 | 1.270 | 0.7682 | -#> |.....................| 0.7505 | 1.678 | 1.361 | 1.313 | -#> |<span style='font-weight: bold;'> 16</span>| 458.36319 | 0.9960 | -1.071 | -0.8992 | -0.8719 | -#> |.....................| -0.7770 | -0.5045 | -0.7383 | -0.9927 | -#> |.....................| -1.023 | -0.5931 | -0.6727 | -0.7107 | -#> | U| 458.36319 | 93.63 | -5.471 | -0.9780 | -0.1766 | -#> |.....................| 2.172 | 2.347 | 1.277 | 0.6658 | -#> |.....................| 0.7452 | 1.515 | 1.308 | 1.305 | -#> | X|<span style='font-weight: bold;'> 458.36319</span> | 93.63 | 0.004206 | 0.2733 | 0.8381 | -#> |.....................| 8.777 | 2.347 | 1.277 | 0.6658 | -#> |.....................| 0.7452 | 1.515 | 1.308 | 1.305 | -#> | F| Forward Diff. | -12.30 | 1.214 | 0.06343 | -0.2616 | -#> |.....................| -0.6069 | 0.08029 | 0.4273 | 0.07297 | -#> |.....................| -0.3937 | 0.3470 | 0.5201 | 0.09241 | -#> |<span style='font-weight: bold;'> 17</span>| 458.37724 | 0.9977 | -1.183 | -0.9046 | -0.8476 | -#> |.....................| -0.7196 | -0.4765 | -0.7567 | -1.014 | -#> |.....................| -0.9850 | -0.5955 | -0.6985 | -0.7030 | -#> | U| 458.37724 | 93.79 | -5.583 | -0.9834 | -0.1522 | -#> |.....................| 2.229 | 2.375 | 1.266 | 0.6497 | -#> |.....................| 0.7783 | 1.513 | 1.280 | 1.314 | -#> | X|<span style='font-weight: bold;'> 458.37724</span> | 93.79 | 0.003762 | 0.2722 | 0.8588 | -#> |.....................| 9.295 | 2.375 | 1.266 | 0.6497 | -#> |.....................| 0.7783 | 1.513 | 1.280 | 1.314 | -#> |<span style='font-weight: bold;'> 18</span>| 458.32800 | 0.9976 | -1.124 | -0.9017 | -0.8605 | -#> |.....................| -0.7499 | -0.4913 | -0.7470 | -1.003 | -#> |.....................| -1.005 | -0.5943 | -0.6849 | -0.7071 | -#> | U| 458.328 | 93.78 | -5.524 | -0.9806 | -0.1651 | -#> |.....................| 2.199 | 2.360 | 1.272 | 0.6583 | -#> |.....................| 0.7608 | 1.514 | 1.295 | 1.309 | -#> | X|<span style='font-weight: bold;'> 458.328</span> | 93.78 | 0.003990 | 0.2728 | 0.8478 | -#> |.....................| 9.017 | 2.360 | 1.272 | 0.6583 | -#> |.....................| 0.7608 | 1.514 | 1.295 | 1.309 | -#> | F| Forward Diff. | 9.757 | 1.093 | -0.06310 | 0.02237 | -#> |.....................| 0.09811 | 0.3115 | -0.3381 | -0.2098 | -#> |.....................| 0.8196 | 0.7052 | 0.04425 | 0.2610 | -#> |<span style='font-weight: bold;'> 19</span>| 458.25889 | 0.9968 | -1.183 | -0.9011 | -0.8543 | -#> |.....................| -0.7363 | -0.4871 | -0.7422 | -1.003 | -#> |.....................| -1.023 | -0.6115 | -0.6911 | -0.7106 | -#> | U| 458.25889 | 93.70 | -5.583 | -0.9799 | -0.1589 | -#> |.....................| 2.213 | 2.364 | 1.275 | 0.6583 | -#> |.....................| 0.7450 | 1.494 | 1.288 | 1.305 | -#> | X|<span style='font-weight: bold;'> 458.25889</span> | 93.70 | 0.003760 | 0.2729 | 0.8531 | -#> |.....................| 9.141 | 2.364 | 1.275 | 0.6583 | -#> |.....................| 0.7450 | 1.494 | 1.288 | 1.305 | -#> | F| Forward Diff. | -0.6125 | 0.8824 | -0.01905 | 0.1697 | -#> |.....................| 0.4368 | 0.4743 | 0.05191 | -0.6440 | -#> |.....................| -0.4868 | -0.9136 | -0.3225 | -0.06220 | -#> |<span style='font-weight: bold;'> 20</span>| 458.18570 | 0.9978 | -1.246 | -0.9006 | -0.8585 | -#> |.....................| -0.7495 | -0.4978 | -0.7385 | -0.9895 | -#> |.....................| -1.024 | -0.6046 | -0.6874 | -0.7124 | -#> | U| 458.1857 | 93.79 | -5.646 | -0.9794 | -0.1632 | -#> |.....................| 2.200 | 2.353 | 1.277 | 0.6683 | -#> |.....................| 0.7440 | 1.502 | 1.292 | 1.303 | -#> | X|<span style='font-weight: bold;'> 458.1857</span> | 93.79 | 0.003532 | 0.2730 | 0.8495 | -#> |.....................| 9.022 | 2.353 | 1.277 | 0.6683 | -#> |.....................| 0.7440 | 1.502 | 1.292 | 1.303 | -#> |<span style='font-weight: bold;'> 21</span>| 458.13464 | 0.9963 | -1.435 | -0.8992 | -0.8705 | -#> |.....................| -0.7875 | -0.5278 | -0.7264 | -0.9531 | -#> |.....................| -1.031 | -0.5901 | -0.6784 | -0.7184 | -#> | U| 458.13464 | 93.65 | -5.835 | -0.9781 | -0.1751 | -#> |.....................| 2.162 | 2.323 | 1.284 | 0.6957 | -#> |.....................| 0.7378 | 1.519 | 1.302 | 1.296 | -#> | X|<span style='font-weight: bold;'> 458.13464</span> | 93.65 | 0.002922 | 0.2733 | 0.8394 | -#> |.....................| 8.685 | 2.323 | 1.284 | 0.6957 | -#> |.....................| 0.7378 | 1.519 | 1.302 | 1.296 | -#> | F| Forward Diff. | -15.15 | 0.2290 | 0.2476 | -0.1455 | -#> |.....................| -0.7111 | -1.138 | 0.8895 | 1.880 | -#> |.....................| -1.837 | 0.2029 | 0.3485 | -0.6531 | -#> |<span style='font-weight: bold;'> 22</span>| 458.67841 | 0.9992 | -1.651 | -0.9027 | -0.9245 | -#> |.....................| -0.8733 | -0.5209 | -0.7232 | -1.036 | -#> |.....................| -1.001 | -0.6164 | -0.6125 | -0.6771 | -#> | U| 458.67841 | 93.92 | -6.051 | -0.9815 | -0.2291 | -#> |.....................| 2.076 | 2.330 | 1.286 | 0.6333 | -#> |.....................| 0.7647 | 1.488 | 1.374 | 1.343 | -#> | X|<span style='font-weight: bold;'> 458.67841</span> | 93.92 | 0.002355 | 0.2726 | 0.7952 | -#> |.....................| 7.971 | 2.330 | 1.286 | 0.6333 | -#> |.....................| 0.7647 | 1.488 | 1.374 | 1.343 | -#> |<span style='font-weight: bold;'> 23</span>| 458.25487 | 1.002 | -1.469 | -0.8998 | -0.8789 | -#> |.....................| -0.8006 | -0.5263 | -0.7262 | -0.9666 | -#> |.....................| -1.026 | -0.5942 | -0.6683 | -0.7117 | -#> | U| 458.25487 | 94.17 | -5.869 | -0.9787 | -0.1835 | -#> |.....................| 2.148 | 2.325 | 1.285 | 0.6855 | -#> |.....................| 0.7425 | 1.514 | 1.313 | 1.304 | -#> | X|<span style='font-weight: bold;'> 458.25487</span> | 94.17 | 0.002825 | 0.2732 | 0.8324 | -#> |.....................| 8.572 | 2.325 | 1.285 | 0.6855 | -#> |.....................| 0.7425 | 1.514 | 1.313 | 1.304 | -#> |<span style='font-weight: bold;'> 24</span>| 458.28425 | 1.002 | -1.442 | -0.8994 | -0.8721 | -#> |.....................| -0.7899 | -0.5271 | -0.7267 | -0.9564 | -#> |.....................| -1.030 | -0.5910 | -0.6765 | -0.7168 | -#> | U| 458.28425 | 94.21 | -5.842 | -0.9783 | -0.1768 | -#> |.....................| 2.159 | 2.324 | 1.284 | 0.6932 | -#> |.....................| 0.7392 | 1.518 | 1.304 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.28425</span> | 94.21 | 0.002902 | 0.2732 | 0.8380 | -#> |.....................| 8.664 | 2.324 | 1.284 | 0.6932 | -#> |.....................| 0.7392 | 1.518 | 1.304 | 1.298 | -#> |<span style='font-weight: bold;'> 25</span>| 458.13208 | 0.9983 | -1.435 | -0.8993 | -0.8705 | -#> |.....................| -0.7874 | -0.5276 | -0.7266 | -0.9533 | -#> |.....................| -1.031 | -0.5901 | -0.6785 | -0.7183 | -#> | U| 458.13208 | 93.84 | -5.835 | -0.9781 | -0.1751 | -#> |.....................| 2.162 | 2.323 | 1.284 | 0.6955 | -#> |.....................| 0.7380 | 1.519 | 1.302 | 1.296 | -#> | X|<span style='font-weight: bold;'> 458.13208</span> | 93.84 | 0.002922 | 0.2733 | 0.8394 | -#> |.....................| 8.686 | 2.323 | 1.284 | 0.6955 | -#> |.....................| 0.7380 | 1.519 | 1.302 | 1.296 | -#> | F| Forward Diff. | 13.75 | 0.2391 | 0.3431 | -0.1129 | -#> |.....................| -0.6079 | -1.684 | 0.2301 | 1.587 | -#> |.....................| 0.9924 | -0.4675 | 0.3927 | -0.7567 | -#> |<span style='font-weight: bold;'> 26</span>| 458.12484 | 0.9973 | -1.435 | -0.8993 | -0.8705 | -#> |.....................| -0.7874 | -0.5275 | -0.7266 | -0.9535 | -#> |.....................| -1.031 | -0.5900 | -0.6785 | -0.7182 | -#> | U| 458.12484 | 93.75 | -5.835 | -0.9782 | -0.1751 | -#> |.....................| 2.162 | 2.324 | 1.284 | 0.6954 | -#> |.....................| 0.7379 | 1.519 | 1.302 | 1.297 | -#> | X|<span style='font-weight: bold;'> 458.12484</span> | 93.75 | 0.002922 | 0.2733 | 0.8394 | -#> |.....................| 8.686 | 2.324 | 1.284 | 0.6954 | -#> |.....................| 0.7379 | 1.519 | 1.302 | 1.297 | -#> | F| Forward Diff. | -0.4576 | 0.2336 | 0.2904 | -0.1274 | -#> |.....................| -0.6585 | -1.014 | 0.9040 | 1.932 | -#> |.....................| -1.695 | 0.2950 | 0.3980 | -0.7211 | -#> |<span style='font-weight: bold;'> 27</span>| 458.12349 | 0.9975 | -1.436 | -0.8994 | -0.8704 | -#> |.....................| -0.7872 | -0.5272 | -0.7269 | -0.9542 | -#> |.....................| -1.031 | -0.5901 | -0.6787 | -0.7180 | -#> | U| 458.12349 | 93.76 | -5.836 | -0.9783 | -0.1751 | -#> |.....................| 2.162 | 2.324 | 1.284 | 0.6949 | -#> |.....................| 0.7384 | 1.519 | 1.302 | 1.297 | -#> | X|<span style='font-weight: bold;'> 458.12349</span> | 93.76 | 0.002922 | 0.2732 | 0.8394 | -#> |.....................| 8.688 | 2.324 | 1.284 | 0.6949 | -#> |.....................| 0.7384 | 1.519 | 1.302 | 1.297 | -#> | F| Forward Diff. | 1.734 | 0.2328 | 0.2907 | -0.1244 | -#> |.....................| -0.6480 | -0.5259 | 1.203 | 2.086 | -#> |.....................| -1.687 | 0.2714 | 0.3976 | -0.7167 | -#> |<span style='font-weight: bold;'> 28</span>| 458.12069 | 0.9972 | -1.436 | -0.8995 | -0.8704 | -#> |.....................| -0.7868 | -0.5270 | -0.7278 | -0.9557 | -#> |.....................| -1.030 | -0.5902 | -0.6785 | -0.7174 | -#> | U| 458.12069 | 93.74 | -5.836 | -0.9784 | -0.1750 | -#> |.....................| 2.162 | 2.324 | 1.284 | 0.6937 | -#> |.....................| 0.7392 | 1.519 | 1.302 | 1.297 | -#> | X|<span style='font-weight: bold;'> 458.12069</span> | 93.74 | 0.002921 | 0.2732 | 0.8394 | -#> |.....................| 8.691 | 2.324 | 1.284 | 0.6937 | -#> |.....................| 0.7392 | 1.519 | 1.302 | 1.297 | -#> | F| Forward Diff. | -1.995 | 0.2265 | 0.2648 | -0.1319 | -#> |.....................| -0.6577 | -1.056 | 0.5532 | 1.629 | -#> |.....................| -0.4851 | 0.2582 | 0.3806 | -0.6784 | -#> |<span style='font-weight: bold;'> 29</span>| 458.12793 | 0.9986 | -1.436 | -0.8997 | -0.8703 | -#> |.....................| -0.7863 | -0.5263 | -0.7282 | -0.9568 | -#> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7169 | -#> | U| 458.12793 | 93.87 | -5.836 | -0.9785 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6929 | -#> |.....................| 0.7395 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.12793</span> | 93.87 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.695 | 2.325 | 1.283 | 0.6929 | -#> |.....................| 0.7395 | 1.519 | 1.302 | 1.298 | -#> |<span style='font-weight: bold;'> 30</span>| 458.12002 | 0.9975 | -1.436 | -0.8996 | -0.8704 | -#> |.....................| -0.7866 | -0.5269 | -0.7279 | -0.9559 | -#> |.....................| -1.030 | -0.5903 | -0.6786 | -0.7173 | -#> | U| 458.12002 | 93.77 | -5.836 | -0.9784 | -0.1750 | -#> |.....................| 2.162 | 2.324 | 1.284 | 0.6935 | -#> |.....................| 0.7392 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.12002</span> | 93.77 | 0.002921 | 0.2732 | 0.8395 | -#> |.....................| 8.692 | 2.324 | 1.284 | 0.6935 | -#> |.....................| 0.7392 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | 2.647 | 0.2293 | 0.2815 | -0.1267 | -#> |.....................| -0.6372 | -0.9129 | 0.8290 | 1.823 | -#> |.....................| -1.624 | 0.2659 | 0.4184 | -0.6478 | -#> |<span style='font-weight: bold;'> 31</span>| 458.11922 | 0.9973 | -1.436 | -0.8996 | -0.8704 | -#> |.....................| -0.7866 | -0.5268 | -0.7280 | -0.9563 | -#> |.....................| -1.029 | -0.5903 | -0.6786 | -0.7171 | -#> | U| 458.11922 | 93.74 | -5.836 | -0.9784 | -0.1750 | -#> |.....................| 2.163 | 2.324 | 1.284 | 0.6933 | -#> |.....................| 0.7394 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11922</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.693 | 2.324 | 1.284 | 0.6933 | -#> |.....................| 0.7394 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | -0.8024 | 0.2274 | 0.2665 | -0.1307 | -#> |.....................| -0.6475 | -1.019 | 0.5594 | 1.618 | -#> |.....................| -1.681 | 0.3232 | 0.3907 | -0.6658 | -#> |<span style='font-weight: bold;'> 32</span>| 458.11869 | 0.9974 | -1.436 | -0.8996 | -0.8703 | -#> |.....................| -0.7864 | -0.5266 | -0.7281 | -0.9565 | -#> |.....................| -1.029 | -0.5904 | -0.6787 | -0.7170 | -#> | U| 458.11869 | 93.76 | -5.836 | -0.9785 | -0.1750 | -#> |.....................| 2.163 | 2.324 | 1.283 | 0.6931 | -#> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11869</span> | 93.76 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.694 | 2.324 | 1.283 | 0.6931 | -#> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | 1.112 | 0.2271 | 0.2694 | -0.1286 | -#> |.....................| -0.6401 | -1.529 | 0.3516 | 1.832 | -#> |.....................| -0.3653 | 0.2635 | 0.3774 | -0.6589 | -#> |<span style='font-weight: bold;'> 33</span>| 458.11797 | 0.9972 | -1.436 | -0.8997 | -0.8703 | -#> |.....................| -0.7863 | -0.5263 | -0.7282 | -0.9569 | -#> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7169 | -#> | U| 458.11797 | 93.74 | -5.836 | -0.9785 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6928 | -#> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11797</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.695 | 2.325 | 1.283 | 0.6928 | -#> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | -1.528 | 0.2260 | 0.2581 | -0.1311 | -#> |.....................| -0.6478 | -1.074 | 0.7096 | 1.705 | -#> |.....................| -1.609 | 0.2690 | 0.3809 | -0.6419 | -#> |<span style='font-weight: bold;'> 34</span>| 458.11744 | 0.9975 | -1.436 | -0.8997 | -0.8703 | -#> |.....................| -0.7862 | -0.5262 | -0.7283 | -0.9571 | -#> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7168 | -#> | U| 458.11744 | 93.76 | -5.836 | -0.9786 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6926 | -#> |.....................| 0.7399 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11744</span> | 93.76 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.696 | 2.325 | 1.283 | 0.6926 | -#> |.....................| 0.7399 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | 1.737 | 0.2262 | 0.2659 | -0.1276 | -#> |.....................| -0.6346 | -0.9458 | 0.5100 | 1.567 | -#> |.....................| -1.640 | 0.3111 | 0.3526 | -0.6225 | -#> |<span style='font-weight: bold;'> 35</span>| 458.11714 | 0.9972 | -1.436 | -0.8998 | -0.8703 | -#> |.....................| -0.7861 | -0.5260 | -0.7284 | -0.9574 | -#> |.....................| -1.029 | -0.5905 | -0.6789 | -0.7167 | -#> | U| 458.11714 | 93.74 | -5.836 | -0.9786 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6924 | -#> |.....................| 0.7402 | 1.519 | 1.302 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11714</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 | -#> |.....................| 8.697 | 2.325 | 1.283 | 0.6924 | -#> |.....................| 0.7402 | 1.519 | 1.302 | 1.298 | -#> | F| Forward Diff. | -1.976 | 0.2241 | 0.2491 | -0.1309 | -#> |.....................| -0.6467 | -0.8649 | 0.8521 | 1.757 | -#> |.....................| -1.585 | 0.2641 | 0.3618 | -0.6092 | -#> |<span style='font-weight: bold;'> 36</span>| 458.11663 | 0.9975 | -1.436 | -0.8998 | -0.8703 | -#> |.....................| -0.7860 | -0.5259 | -0.7285 | -0.9576 | -#> |.....................| -1.028 | -0.5905 | -0.6789 | -0.7166 | -#> | U| 458.11663 | 93.76 | -5.836 | -0.9787 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6923 | -#> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.11663</span> | 93.76 | 0.002920 | 0.2732 | 0.8396 | -#> |.....................| 8.698 | 2.325 | 1.283 | 0.6923 | -#> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 | -#> | F| Forward Diff. | 2.001 | 0.2249 | 0.2609 | -0.1271 | -#> |.....................| -0.6310 | -0.8317 | 0.8110 | 1.745 | -#> |.....................| -0.3162 | 0.2564 | 0.3586 | -0.6097 | -#> |<span style='font-weight: bold;'> 37</span>| 458.11610 | 0.9971 | -1.436 | -0.8999 | -0.8702 | -#> |.....................| -0.7859 | -0.5258 | -0.7286 | -0.9579 | -#> |.....................| -1.028 | -0.5906 | -0.6790 | -0.7165 | -#> | U| 458.1161 | 93.73 | -5.836 | -0.9787 | -0.1749 | -#> |.....................| 2.163 | 2.325 | 1.283 | 0.6920 | -#> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 | -#> | X|<span style='font-weight: bold;'> 458.1161</span> | 93.73 | 0.002920 | 0.2732 | 0.8396 | -#> |.....................| 8.699 | 2.325 | 1.283 | 0.6920 | -#> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 | -#> | F| Forward Diff. | -2.471 | 0.2228 | 0.2417 | -0.1310 | -#> |.....................| -0.6447 | -1.605 | 0.009434 | 1.531 | -#> |.....................| -1.615 | 0.2909 | 0.3664 | -0.6093 | -#> |<span style='font-weight: bold;'> 38</span>| 458.11531 | 0.9974 | -1.436 | -0.8999 | -0.8702 | -#> |.....................| -0.7859 | -0.5256 | -0.7287 | -0.9582 | -#> |.....................| -1.028 | -0.5905 | -0.6791 | -0.7164 | -#> | U| 458.11531 | 93.76 | -5.836 | -0.9788 | -0.1749 | -#> |.....................| 2.163 | 2.326 | 1.283 | 0.6918 | -#> |.....................| 0.7405 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11531</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.699 | 2.326 | 1.283 | 0.6918 | -#> |.....................| 0.7405 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | 1.540 | 0.2236 | 0.2522 | -0.1268 | -#> |.....................| -0.6308 | -0.9638 | 0.7239 | 1.714 | -#> |.....................| -1.540 | 0.2567 | 0.3599 | -0.5942 | -#> |<span style='font-weight: bold;'> 39</span>| 458.11496 | 0.9972 | -1.436 | -0.8999 | -0.8702 | -#> |.....................| -0.7858 | -0.5254 | -0.7288 | -0.9585 | -#> |.....................| -1.028 | -0.5906 | -0.6791 | -0.7163 | -#> | U| 458.11496 | 93.74 | -5.836 | -0.9788 | -0.1748 | -#> |.....................| 2.163 | 2.326 | 1.283 | 0.6916 | -#> |.....................| 0.7408 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11496</span> | 93.74 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.700 | 2.326 | 1.283 | 0.6916 | -#> |.....................| 0.7408 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | -1.772 | 0.2217 | 0.2376 | -0.1305 | -#> |.....................| -0.6412 | -1.736 | 0.1210 | 1.307 | -#> |.....................| -1.540 | 0.2780 | 0.3483 | -0.5916 | -#> |<span style='font-weight: bold;'> 40</span>| 458.11458 | 0.9975 | -1.436 | -0.9000 | -0.8702 | -#> |.....................| -0.7857 | -0.5252 | -0.7289 | -0.9587 | -#> |.....................| -1.028 | -0.5906 | -0.6792 | -0.7163 | -#> | U| 458.11458 | 93.76 | -5.836 | -0.9788 | -0.1748 | -#> |.....................| 2.163 | 2.326 | 1.283 | 0.6915 | -#> |.....................| 0.7410 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11458</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.701 | 2.326 | 1.283 | 0.6915 | -#> |.....................| 0.7410 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | 1.896 | 0.2223 | 0.2476 | -0.1262 | -#> |.....................| -0.6268 | -0.4531 | 0.7600 | 1.698 | -#> |.....................| -1.483 | 0.2984 | 0.3374 | -0.6006 | -#> |<span style='font-weight: bold;'> 41</span>| 458.11430 | 0.9972 | -1.436 | -0.9000 | -0.8702 | -#> |.....................| -0.7856 | -0.5251 | -0.7290 | -0.9589 | -#> |.....................| -1.027 | -0.5907 | -0.6792 | -0.7162 | -#> | U| 458.1143 | 93.73 | -5.836 | -0.9789 | -0.1748 | -#> |.....................| 2.164 | 2.326 | 1.283 | 0.6913 | -#> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.1143</span> | 93.73 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.702 | 2.326 | 1.283 | 0.6913 | -#> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | -2.121 | 0.2201 | 0.2306 | -0.1307 | -#> |.....................| -0.6392 | -0.8820 | 0.4853 | 1.475 | -#> |.....................| -1.568 | 0.2856 | 0.3442 | -0.5942 | -#> |<span style='font-weight: bold;'> 42</span>| 458.11392 | 0.9975 | -1.437 | -0.9001 | -0.8702 | -#> |.....................| -0.7855 | -0.5250 | -0.7290 | -0.9592 | -#> |.....................| -1.027 | -0.5907 | -0.6793 | -0.7161 | -#> | U| 458.11392 | 93.76 | -5.837 | -0.9789 | -0.1748 | -#> |.....................| 2.164 | 2.326 | 1.283 | 0.6911 | -#> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11392</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.702 | 2.326 | 1.283 | 0.6911 | -#> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | 2.218 | 0.2203 | 0.2415 | -0.1269 | -#> |.....................| -0.6242 | -1.700 | -0.1298 | 1.090 | -#> |.....................| 1.097 | -0.4639 | 0.3406 | -0.5940 | -#> |<span style='font-weight: bold;'> 43</span>| 458.11292 | 0.9972 | -1.437 | -0.9001 | -0.8702 | -#> |.....................| -0.7854 | -0.5247 | -0.7291 | -0.9594 | -#> |.....................| -1.027 | -0.5906 | -0.6794 | -0.7160 | -#> | U| 458.11292 | 93.74 | -5.837 | -0.9790 | -0.1748 | -#> |.....................| 2.164 | 2.326 | 1.283 | 0.6909 | -#> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11292</span> | 93.74 | 0.002919 | 0.2731 | 0.8396 | -#> |.....................| 8.703 | 2.326 | 1.283 | 0.6909 | -#> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | -1.114 | 0.2202 | 0.2288 | -0.1307 | -#> |.....................| -0.6328 | -0.7727 | 0.7964 | 1.664 | -#> |.....................| -0.2569 | 0.2827 | 0.3132 | -0.5835 | -#> |<span style='font-weight: bold;'> 44</span>| 458.11219 | 0.9975 | -1.437 | -0.9002 | -0.8701 | -#> |.....................| -0.7853 | -0.5246 | -0.7293 | -0.9597 | -#> |.....................| -1.027 | -0.5907 | -0.6795 | -0.7158 | -#> | U| 458.11219 | 93.76 | -5.837 | -0.9790 | -0.1748 | -#> |.....................| 2.164 | 2.327 | 1.283 | 0.6907 | -#> |.....................| 0.7413 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11219</span> | 93.76 | 0.002919 | 0.2731 | 0.8397 | -#> |.....................| 8.704 | 2.327 | 1.283 | 0.6907 | -#> |.....................| 0.7413 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | 1.924 | 0.2207 | 0.2357 | -0.1254 | -#> |.....................| -0.6202 | -0.4451 | 0.8288 | 1.643 | -#> |.....................| -1.561 | 0.2786 | 0.3167 | -0.5797 | -#> |<span style='font-weight: bold;'> 45</span>| 458.11161 | 0.9972 | -1.437 | -0.9002 | -0.8701 | -#> |.....................| -0.7852 | -0.5246 | -0.7295 | -0.9601 | -#> |.....................| -1.027 | -0.5907 | -0.6795 | -0.7157 | -#> | U| 458.11161 | 93.74 | -5.837 | -0.9791 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.283 | 0.6904 | -#> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.11161</span> | 93.74 | 0.002918 | 0.2731 | 0.8397 | -#> |.....................| 8.705 | 2.327 | 1.283 | 0.6904 | -#> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | -1.221 | 0.2188 | 0.2217 | -0.1291 | -#> |.....................| -0.6301 | -1.629 | 0.1332 | 1.223 | -#> |.....................| -1.491 | 0.2969 | 0.3215 | -0.5516 | -#> |<span style='font-weight: bold;'> 46</span>| 458.11130 | 0.9974 | -1.437 | -0.9003 | -0.8701 | -#> |.....................| -0.7851 | -0.5243 | -0.7295 | -0.9603 | -#> |.....................| -1.027 | -0.5907 | -0.6796 | -0.7156 | -#> | U| 458.1113 | 93.76 | -5.837 | -0.9791 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.283 | 0.6902 | -#> |.....................| 0.7416 | 1.518 | 1.301 | 1.299 | -#> | X|<span style='font-weight: bold;'> 458.1113</span> | 93.76 | 0.002918 | 0.2731 | 0.8397 | -#> |.....................| 8.706 | 2.327 | 1.283 | 0.6902 | -#> |.....................| 0.7416 | 1.518 | 1.301 | 1.299 | -#> | F| Forward Diff. | 1.605 | 0.2188 | 0.2279 | -0.1262 | -#> |.....................| -0.6191 | -1.596 | 0.1216 | 1.254 | -#> |.....................| 1.158 | -0.4084 | 0.3005 | -0.5648 | -#> |<span style='font-weight: bold;'> 47</span>| 458.11059 | 0.9972 | -1.437 | -0.9003 | -0.8701 | -#> |.....................| -0.7850 | -0.5240 | -0.7295 | -0.9605 | -#> |.....................| -1.027 | -0.5906 | -0.6796 | -0.7155 | -#> | U| 458.11059 | 93.73 | -5.837 | -0.9791 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.283 | 0.6901 | -#> |.....................| 0.7415 | 1.518 | 1.301 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.11059</span> | 93.73 | 0.002918 | 0.2731 | 0.8397 | -#> |.....................| 8.707 | 2.327 | 1.283 | 0.6901 | -#> |.....................| 0.7415 | 1.518 | 1.301 | 1.300 | -#> | F| Forward Diff. | -2.022 | 0.2179 | 0.2140 | -0.1317 | -#> |.....................| -0.6294 | -0.4112 | 0.8588 | 1.629 | -#> |.....................| -1.524 | 0.3410 | 0.3226 | -0.5400 | -#> |<span style='font-weight: bold;'> 48</span>| 458.10995 | 0.9975 | -1.437 | -0.9003 | -0.8701 | -#> |.....................| -0.7849 | -0.5239 | -0.7297 | -0.9608 | -#> |.....................| -1.027 | -0.5906 | -0.6797 | -0.7154 | -#> | U| 458.10995 | 93.76 | -5.837 | -0.9792 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.283 | 0.6899 | -#> |.....................| 0.7416 | 1.518 | 1.301 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10995</span> | 93.76 | 0.002918 | 0.2731 | 0.8397 | -#> |.....................| 8.708 | 2.327 | 1.283 | 0.6899 | -#> |.....................| 0.7416 | 1.518 | 1.301 | 1.300 | -#> | F| Forward Diff. | 1.872 | 0.2188 | 0.2245 | -0.1278 | -#> |.....................| -0.6141 | -1.055 | 0.5121 | 1.433 | -#> |.....................| -1.504 | 0.3641 | 0.3235 | -0.5302 | -#> |<span style='font-weight: bold;'> 49</span>| 458.10978 | 0.9972 | -1.437 | -0.9004 | -0.8700 | -#> |.....................| -0.7848 | -0.5238 | -0.7297 | -0.9610 | -#> |.....................| -1.027 | -0.5907 | -0.6797 | -0.7153 | -#> | U| 458.10978 | 93.73 | -5.837 | -0.9792 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.282 | 0.6897 | -#> |.....................| 0.7418 | 1.518 | 1.301 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10978</span> | 93.73 | 0.002918 | 0.2730 | 0.8397 | -#> |.....................| 8.709 | 2.327 | 1.282 | 0.6897 | -#> |.....................| 0.7418 | 1.518 | 1.301 | 1.300 | -#> | C| Central Diff. | -2.410 | 0.2142 | 0.1743 | -0.1457 | -#> |.....................| -0.6441 | -0.7806 | 0.7426 | 1.188 | -#> |.....................| -0.06181 | -0.3659 | 0.5158 | -0.5913 | -#> |<span style='font-weight: bold;'> 50</span>| 458.10914 | 0.9975 | -1.437 | -0.9004 | -0.8700 | -#> |.....................| -0.7847 | -0.5236 | -0.7299 | -0.9612 | -#> |.....................| -1.027 | -0.5906 | -0.6798 | -0.7152 | -#> | U| 458.10914 | 93.77 | -5.837 | -0.9792 | -0.1747 | -#> |.....................| 2.164 | 2.327 | 1.282 | 0.6895 | -#> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10914</span> | 93.77 | 0.002918 | 0.2730 | 0.8397 | -#> |.....................| 8.709 | 2.327 | 1.282 | 0.6895 | -#> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | 2.690 | 0.2171 | 0.2203 | -0.1291 | -#> |.....................| -0.6099 | -0.7940 | 0.4528 | 1.377 | -#> |.....................| -1.452 | 0.2831 | 0.2911 | -0.5300 | -#> |<span style='font-weight: bold;'> 51</span>| 458.10832 | 0.9972 | -1.437 | -0.9004 | -0.8700 | -#> |.....................| -0.7846 | -0.5235 | -0.7300 | -0.9615 | -#> |.....................| -1.027 | -0.5905 | -0.6799 | -0.7151 | -#> | U| 458.10832 | 93.74 | -5.837 | -0.9793 | -0.1747 | -#> |.....................| 2.164 | 2.328 | 1.282 | 0.6893 | -#> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10832</span> | 93.74 | 0.002918 | 0.2730 | 0.8397 | -#> |.....................| 8.710 | 2.328 | 1.282 | 0.6893 | -#> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | -1.386 | 0.2164 | 0.2066 | -0.1317 | -#> |.....................| -0.6210 | -0.6390 | 0.8493 | 1.598 | -#> |.....................| -1.491 | 0.2964 | 0.2278 | -0.4988 | -#> |<span style='font-weight: bold;'> 52</span>| 458.10801 | 0.9974 | -1.437 | -0.9005 | -0.8700 | -#> |.....................| -0.7845 | -0.5234 | -0.7302 | -0.9618 | -#> |.....................| -1.026 | -0.5906 | -0.6800 | -0.7150 | -#> | U| 458.10801 | 93.76 | -5.837 | -0.9793 | -0.1746 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6891 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10801</span> | 93.76 | 0.002918 | 0.2730 | 0.8398 | -#> |.....................| 8.711 | 2.328 | 1.282 | 0.6891 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | 1.854 | 0.2167 | 0.2150 | -0.1282 | -#> |.....................| -0.6083 | -0.7461 | 0.7029 | 1.539 | -#> |.....................| -0.1981 | 0.2733 | 0.2717 | -0.5257 | -#> |<span style='font-weight: bold;'> 53</span>| 458.10765 | 0.9971 | -1.437 | -0.9005 | -0.8700 | -#> |.....................| -0.7844 | -0.5232 | -0.7303 | -0.9621 | -#> |.....................| -1.026 | -0.5906 | -0.6800 | -0.7149 | -#> | U| 458.10765 | 93.73 | -5.837 | -0.9794 | -0.1746 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6889 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10765</span> | 93.73 | 0.002917 | 0.2730 | 0.8398 | -#> |.....................| 8.712 | 2.328 | 1.282 | 0.6889 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | -2.678 | 0.2148 | 0.1964 | -0.1329 | -#> |.....................| -0.6222 | -0.7140 | 0.5004 | 1.353 | -#> |.....................| -0.2647 | 0.3470 | 0.3026 | -0.5041 | -#> |<span style='font-weight: bold;'> 54</span>| 458.10677 | 0.9974 | -1.437 | -0.9006 | -0.8700 | -#> |.....................| -0.7843 | -0.5231 | -0.7305 | -0.9624 | -#> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7148 | -#> | U| 458.10677 | 93.76 | -5.837 | -0.9794 | -0.1746 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6887 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10677</span> | 93.76 | 0.002917 | 0.2730 | 0.8398 | -#> |.....................| 8.713 | 2.328 | 1.282 | 0.6887 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | 1.911 | 0.2164 | 0.2105 | -0.1281 | -#> |.....................| -0.6034 | -0.7920 | 0.6471 | 1.488 | -#> |.....................| -0.2445 | 0.2110 | 0.2380 | -0.4469 | -#> |<span style='font-weight: bold;'> 55</span>| 458.10609 | 0.9972 | -1.437 | -0.9006 | -0.8700 | -#> |.....................| -0.7842 | -0.5230 | -0.7306 | -0.9627 | -#> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7147 | -#> | U| 458.10609 | 93.74 | -5.837 | -0.9794 | -0.1746 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6884 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | X|<span style='font-weight: bold;'> 458.10609</span> | 93.74 | 0.002917 | 0.2730 | 0.8398 | -#> |.....................| 8.714 | 2.328 | 1.282 | 0.6884 | -#> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 | -#> | F| Forward Diff. | -1.589 | 0.2148 | 0.1951 | -0.1322 | -#> |.....................| -0.6145 | -0.8575 | 0.5942 | 1.427 | -#> |.....................| -1.492 | 0.2699 | 0.1872 | -0.4796 | -#> |<span style='font-weight: bold;'> 56</span>| 458.10567 | 0.9974 | -1.437 | -0.9006 | -0.8699 | -#> |.....................| -0.7841 | -0.5228 | -0.7308 | -0.9630 | -#> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7146 | -#> | U| 458.10567 | 93.76 | -5.837 | -0.9795 | -0.1746 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6882 | -#> |.....................| 0.7422 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10567</span> | 93.76 | 0.002917 | 0.2730 | 0.8398 | -#> |.....................| 8.715 | 2.328 | 1.282 | 0.6882 | -#> |.....................| 0.7422 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | 1.760 | 0.2153 | 0.2043 | -0.1283 | -#> |.....................| -0.6005 | -0.7529 | 0.6292 | 1.454 | -#> |.....................| -0.2107 | 0.2534 | 0.2280 | -0.4318 | -#> |<span style='font-weight: bold;'> 57</span>| 458.10540 | 0.9971 | -1.437 | -0.9007 | -0.8699 | -#> |.....................| -0.7840 | -0.5227 | -0.7309 | -0.9633 | -#> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7146 | -#> | U| 458.1054 | 93.73 | -5.837 | -0.9795 | -0.1745 | -#> |.....................| 2.165 | 2.328 | 1.282 | 0.6880 | -#> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.1054</span> | 93.73 | 0.002917 | 0.2730 | 0.8398 | -#> |.....................| 8.716 | 2.328 | 1.282 | 0.6880 | -#> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | -2.789 | 0.2130 | 0.1850 | -0.1339 | -#> |.....................| -0.6160 | -0.6903 | 0.7130 | 1.481 | -#> |.....................| -0.1975 | 0.2824 | 0.2646 | -0.4868 | -#> |<span style='font-weight: bold;'> 58</span>| 458.10444 | 0.9974 | -1.437 | -0.9007 | -0.8699 | -#> |.....................| -0.7839 | -0.5226 | -0.7311 | -0.9636 | -#> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7145 | -#> | U| 458.10444 | 93.76 | -5.837 | -0.9796 | -0.1745 | -#> |.....................| 2.165 | 2.329 | 1.282 | 0.6878 | -#> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10444</span> | 93.76 | 0.002916 | 0.2730 | 0.8398 | -#> |.....................| 8.717 | 2.329 | 1.282 | 0.6878 | -#> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | 1.285 | 0.2143 | 0.1972 | -0.1290 | -#> |.....................| -0.5987 | -0.7355 | 0.6064 | 1.421 | -#> |.....................| -1.460 | 0.2526 | 0.2188 | -0.4206 | -#> |<span style='font-weight: bold;'> 59</span>| 458.10435 | 0.9972 | -1.437 | -0.9008 | -0.8699 | -#> |.....................| -0.7838 | -0.5224 | -0.7312 | -0.9638 | -#> |.....................| -1.026 | -0.5908 | -0.6802 | -0.7144 | -#> | U| 458.10435 | 93.73 | -5.837 | -0.9796 | -0.1745 | -#> |.....................| 2.165 | 2.329 | 1.282 | 0.6876 | -#> |.....................| 0.7425 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10435</span> | 93.73 | 0.002916 | 0.2730 | 0.8399 | -#> |.....................| 8.718 | 2.329 | 1.282 | 0.6876 | -#> |.....................| 0.7425 | 1.518 | 1.300 | 1.301 | -#> | C| Central Diff. | -2.184 | 0.2097 | 0.1486 | -0.1446 | -#> |.....................| -0.6255 | -0.7028 | 0.6444 | 1.495 | -#> |.....................| -1.416 | 0.3010 | 0.4942 | -0.5303 | -#> |<span style='font-weight: bold;'> 60</span>| 458.10393 | 0.9975 | -1.438 | -0.9008 | -0.8699 | -#> |.....................| -0.7837 | -0.5223 | -0.7313 | -0.9641 | -#> |.....................| -1.026 | -0.5908 | -0.6802 | -0.7143 | -#> | U| 458.10393 | 93.76 | -5.838 | -0.9796 | -0.1745 | -#> |.....................| 2.165 | 2.329 | 1.282 | 0.6873 | -#> |.....................| 0.7426 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10393</span> | 93.76 | 0.002916 | 0.2730 | 0.8399 | -#> |.....................| 8.718 | 2.329 | 1.282 | 0.6873 | -#> |.....................| 0.7426 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | 2.045 | 0.2119 | 0.1940 | -0.1305 | -#> |.....................| -0.5955 | -0.7252 | 0.6285 | 1.413 | -#> |.....................| -0.2070 | 0.2194 | 0.2208 | -0.3980 | -#> |<span style='font-weight: bold;'> 61</span>| 458.10364 | 0.9971 | -1.438 | -0.9008 | -0.8699 | -#> |.....................| -0.7836 | -0.5222 | -0.7314 | -0.9644 | -#> |.....................| -1.026 | -0.5908 | -0.6803 | -0.7142 | -#> | U| 458.10364 | 93.73 | -5.838 | -0.9796 | -0.1745 | -#> |.....................| 2.166 | 2.329 | 1.281 | 0.6871 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10364</span> | 93.73 | 0.002916 | 0.2730 | 0.8399 | -#> |.....................| 8.719 | 2.329 | 1.281 | 0.6871 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | -2.727 | 0.2108 | 0.1771 | -0.1339 | -#> |.....................| -0.6094 | -0.7304 | 0.6317 | 1.376 | -#> |.....................| -1.443 | 0.2644 | 0.2580 | -0.4629 | -#> |<span style='font-weight: bold;'> 62</span>| 458.10286 | 0.9974 | -1.438 | -0.9008 | -0.8699 | -#> |.....................| -0.7835 | -0.5221 | -0.7316 | -0.9647 | -#> |.....................| -1.026 | -0.5908 | -0.6803 | -0.7141 | -#> | U| 458.10286 | 93.75 | -5.838 | -0.9796 | -0.1745 | -#> |.....................| 2.166 | 2.329 | 1.281 | 0.6869 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10286</span> | 93.75 | 0.002915 | 0.2730 | 0.8399 | -#> |.....................| 8.720 | 2.329 | 1.281 | 0.6869 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | 1.225 | 0.2118 | 0.1898 | -0.1294 | -#> |.....................| -0.5932 | -0.6493 | 0.6517 | 1.411 | -#> |.....................| -0.1402 | 0.3233 | 0.2428 | -0.3732 | -#> |<span style='font-weight: bold;'> 63</span>| 458.10253 | 0.9971 | -1.438 | -0.9009 | -0.8698 | -#> |.....................| -0.7834 | -0.5219 | -0.7318 | -0.9650 | -#> |.....................| -1.026 | -0.5909 | -0.6803 | -0.7141 | -#> | U| 458.10253 | 93.73 | -5.838 | -0.9797 | -0.1745 | -#> |.....................| 2.166 | 2.329 | 1.281 | 0.6867 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10253</span> | 93.73 | 0.002915 | 0.2730 | 0.8399 | -#> |.....................| 8.721 | 2.329 | 1.281 | 0.6867 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | -2.449 | 0.2099 | 0.1736 | -0.1338 | -#> |.....................| -0.6049 | -0.7015 | 0.6330 | 1.384 | -#> |.....................| -0.1863 | 0.2615 | 0.2563 | -0.4532 | -#> |<span style='font-weight: bold;'> 64</span>| 458.10167 | 0.9974 | -1.438 | -0.9009 | -0.8698 | -#> |.....................| -0.7832 | -0.5218 | -0.7320 | -0.9653 | -#> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7140 | -#> | U| 458.10167 | 93.76 | -5.838 | -0.9797 | -0.1744 | -#> |.....................| 2.166 | 2.329 | 1.281 | 0.6864 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10167</span> | 93.76 | 0.002915 | 0.2729 | 0.8399 | -#> |.....................| 8.722 | 2.329 | 1.281 | 0.6864 | -#> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | 1.422 | 0.2110 | 0.1849 | -0.1293 | -#> |.....................| -0.5889 | -0.5964 | 0.6731 | 1.405 | -#> |.....................| -0.1535 | 0.3114 | 0.2496 | -0.4521 | -#> |<span style='font-weight: bold;'> 65</span>| 458.10133 | 0.9971 | -1.438 | -0.9009 | -0.8698 | -#> |.....................| -0.7831 | -0.5217 | -0.7321 | -0.9657 | -#> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7139 | -#> | U| 458.10133 | 93.73 | -5.838 | -0.9798 | -0.1744 | -#> |.....................| 2.166 | 2.329 | 1.281 | 0.6862 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 | -#> | X|<span style='font-weight: bold;'> 458.10133</span> | 93.73 | 0.002915 | 0.2729 | 0.8400 | -#> |.....................| 8.723 | 2.329 | 1.281 | 0.6862 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 | -#> | F| Forward Diff. | -2.461 | 0.2094 | 0.1688 | -0.1332 | -#> |.....................| -0.6003 | -0.7109 | 0.5914 | 1.349 | -#> |.....................| -1.404 | 0.2951 | 0.2552 | -0.4331 | -#> |<span style='font-weight: bold;'> 66</span>| 458.10059 | 0.9974 | -1.438 | -0.9009 | -0.8698 | -#> |.....................| -0.7830 | -0.5215 | -0.7323 | -0.9660 | -#> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7138 | -#> | U| 458.10059 | 93.75 | -5.838 | -0.9798 | -0.1744 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6860 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.10059</span> | 93.75 | 0.002915 | 0.2729 | 0.8400 | -#> |.....................| 8.724 | 2.330 | 1.281 | 0.6860 | -#> |.....................| 0.7428 | 1.518 | 1.300 | 1.302 | -#> | F| Forward Diff. | 1.228 | 0.2101 | 0.1802 | -0.1294 | -#> |.....................| -0.5857 | -0.2287 | 0.9339 | 1.558 | -#> |.....................| -1.376 | 0.3488 | 0.2665 | -0.4324 | -#> |<span style='font-weight: bold;'> 67</span>| 458.10050 | 0.9972 | -1.438 | -0.9010 | -0.8697 | -#> |.....................| -0.7829 | -0.5215 | -0.7325 | -0.9663 | -#> |.....................| -1.025 | -0.5910 | -0.6804 | -0.7137 | -#> | U| 458.1005 | 93.73 | -5.838 | -0.9798 | -0.1744 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6857 | -#> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.1005</span> | 93.73 | 0.002915 | 0.2729 | 0.8400 | -#> |.....................| 8.725 | 2.330 | 1.281 | 0.6857 | -#> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 | -#> | C| Central Diff. | -2.045 | 0.2058 | 0.1327 | -0.1461 | -#> |.....................| -0.6105 | -0.6040 | 0.6130 | 0.9518 | -#> |.....................| 0.01902 | 0.3702 | 0.4676 | -0.4886 | -#> |<span style='font-weight: bold;'> 68</span>| 458.10013 | 0.9974 | -1.438 | -0.9010 | -0.8697 | -#> |.....................| -0.7829 | -0.5214 | -0.7325 | -0.9664 | -#> |.....................| -1.025 | -0.5910 | -0.6805 | -0.7136 | -#> | U| 458.10013 | 93.75 | -5.838 | -0.9798 | -0.1744 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6857 | -#> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.10013</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 | -#> |.....................| 8.725 | 2.330 | 1.281 | 0.6857 | -#> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 | -#> | F| Forward Diff. | 0.8557 | 0.2088 | 0.1747 | -0.1300 | -#> |.....................| -0.5847 | -0.2393 | 0.9114 | 1.536 | -#> |.....................| -1.367 | 0.3016 | 0.2557 | -0.4123 | -#> |<span style='font-weight: bold;'> 69</span>| 458.10002 | 0.9973 | -1.438 | -0.9010 | -0.8697 | -#> |.....................| -0.7828 | -0.5214 | -0.7326 | -0.9665 | -#> |.....................| -1.025 | -0.5911 | -0.6805 | -0.7136 | -#> | U| 458.10002 | 93.74 | -5.838 | -0.9798 | -0.1744 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6856 | -#> |.....................| 0.7432 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.10002</span> | 93.74 | 0.002914 | 0.2729 | 0.8400 | -#> |.....................| 8.726 | 2.330 | 1.281 | 0.6856 | -#> |.....................| 0.7432 | 1.518 | 1.300 | 1.302 | -#> | C| Central Diff. | -0.5131 | 0.2058 | 0.1358 | -0.1441 | -#> |.....................| -0.6029 | -0.6262 | 0.5998 | 1.158 | -#> |.....................| -1.373 | 0.3470 | 0.4566 | -0.4872 | -#> |<span style='font-weight: bold;'> 70</span>| 458.09992 | 0.9973 | -1.438 | -0.9010 | -0.8697 | -#> |.....................| -0.7827 | -0.5214 | -0.7327 | -0.9666 | -#> |.....................| -1.025 | -0.5911 | -0.6806 | -0.7135 | -#> | U| 458.09992 | 93.75 | -5.838 | -0.9799 | -0.1743 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6855 | -#> |.....................| 0.7433 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.09992</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 | -#> |.....................| 8.726 | 2.330 | 1.281 | 0.6855 | -#> |.....................| 0.7433 | 1.518 | 1.300 | 1.302 | -#> | C| Central Diff. | 0.2584 | 0.2056 | 0.1371 | -0.1438 | -#> |.....................| -0.5991 | -0.6198 | 0.6082 | 0.9676 | -#> |.....................| 1.295 | 0.3221 | 0.4533 | -0.4750 | -#> |<span style='font-weight: bold;'> 71</span>| 458.09944 | 0.9973 | -1.438 | -0.9010 | -0.8697 | -#> |.....................| -0.7827 | -0.5213 | -0.7328 | -0.9668 | -#> |.....................| -1.025 | -0.5911 | -0.6806 | -0.7135 | -#> | U| 458.09944 | 93.75 | -5.838 | -0.9799 | -0.1743 | -#> |.....................| 2.166 | 2.330 | 1.281 | 0.6854 | -#> |.....................| 0.7431 | 1.518 | 1.300 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.09944</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 | -#> |.....................| 8.727 | 2.330 | 1.281 | 0.6854 | -#> |.....................| 0.7431 | 1.518 | 1.300 | 1.302 | -#> |<span style='font-weight: bold;'> 72</span>| 458.09825 | 0.9974 | -1.438 | -0.9011 | -0.8697 | -#> |.....................| -0.7824 | -0.5210 | -0.7332 | -0.9672 | -#> |.....................| -1.025 | -0.5911 | -0.6808 | -0.7131 | -#> | U| 458.09825 | 93.76 | -5.838 | -0.9799 | -0.1743 | -#> |.....................| 2.167 | 2.330 | 1.280 | 0.6851 | -#> |.....................| 0.7430 | 1.518 | 1.299 | 1.302 | -#> | X|<span style='font-weight: bold;'> 458.09825</span> | 93.76 | 0.002914 | 0.2729 | 0.8401 | -#> |.....................| 8.729 | 2.330 | 1.280 | 0.6851 | -#> |.....................| 0.7430 | 1.518 | 1.299 | 1.302 | -#> |<span style='font-weight: bold;'> 73</span>| 458.09793 | 0.9981 | -1.438 | -0.9013 | -0.8695 | -#> |.....................| -0.7815 | -0.5202 | -0.7349 | -0.9686 | -#> |.....................| -1.026 | -0.5909 | -0.6812 | -0.7117 | -#> | U| 458.09793 | 93.82 | -5.838 | -0.9801 | -0.1741 | -#> |.....................| 2.168 | 2.331 | 1.279 | 0.6840 | -#> |.....................| 0.7428 | 1.518 | 1.299 | 1.304 | -#> | X|<span style='font-weight: bold;'> 458.09793</span> | 93.82 | 0.002913 | 0.2729 | 0.8402 | -#> |.....................| 8.737 | 2.331 | 1.279 | 0.6840 | -#> |.....................| 0.7428 | 1.518 | 1.299 | 1.304 | -#> | F| Forward Diff. | 10.76 | 0.2116 | 0.1923 | -0.1162 | -#> |.....................| -0.5255 | -0.5796 | 0.3777 | 1.210 | -#> |.....................| -1.409 | 0.2855 | 0.1875 | -0.3085 | -#> |<span style='font-weight: bold;'> 74</span>| 458.08987 | 0.9971 | -1.438 | -0.9013 | -0.8695 | -#> |.....................| -0.7808 | -0.5187 | -0.7369 | -0.9692 | -#> |.....................| -1.026 | -0.5907 | -0.6832 | -0.7095 | -#> | U| 458.08987 | 93.72 | -5.838 | -0.9802 | -0.1741 | -#> |.....................| 2.168 | 2.332 | 1.278 | 0.6836 | -#> |.....................| 0.7427 | 1.518 | 1.297 | 1.306 | -#> | X|<span style='font-weight: bold;'> 458.08987</span> | 93.72 | 0.002914 | 0.2729 | 0.8402 | -#> |.....................| 8.743 | 2.332 | 1.278 | 0.6836 | -#> |.....................| 0.7427 | 1.518 | 1.297 | 1.306 | -#> | F| Forward Diff. | -2.512 | 0.2078 | 0.1434 | -0.1372 | -#> |.....................| -0.5667 | -0.8061 | 0.1467 | 1.033 | -#> |.....................| 1.202 | -0.4065 | 0.09417 | -0.1935 | -#> |<span style='font-weight: bold;'> 75</span>| 458.08564 | 0.9973 | -1.438 | -0.9016 | -0.8695 | -#> |.....................| -0.7801 | -0.5170 | -0.7384 | -0.9704 | -#> |.....................| -1.026 | -0.5898 | -0.6859 | -0.7082 | -#> | U| 458.08564 | 93.74 | -5.838 | -0.9804 | -0.1741 | -#> |.....................| 2.169 | 2.334 | 1.277 | 0.6827 | -#> |.....................| 0.7424 | 1.519 | 1.294 | 1.308 | -#> | X|<span style='font-weight: bold;'> 458.08564</span> | 93.74 | 0.002914 | 0.2728 | 0.8402 | -#> |.....................| 8.749 | 2.334 | 1.277 | 0.6827 | -#> |.....................| 0.7424 | 1.519 | 1.294 | 1.308 | -#> |<span style='font-weight: bold;'> 76</span>| 458.08078 | 0.9972 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7788 | -0.5136 | -0.7416 | -0.9727 | -#> |.....................| -1.027 | -0.5879 | -0.6916 | -0.7053 | -#> | U| 458.08078 | 93.73 | -5.838 | -0.9809 | -0.1742 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6809 | -#> |.....................| 0.7420 | 1.522 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08078</span> | 93.73 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.761 | 2.338 | 1.275 | 0.6809 | -#> |.....................| 0.7420 | 1.522 | 1.288 | 1.311 | -#> | F| Forward Diff. | -0.8456 | 0.2109 | 0.1052 | -0.1453 | -#> |.....................| -0.5381 | -0.2225 | -0.1274 | 0.8336 | -#> |.....................| -0.2653 | 0.4698 | -0.4321 | 0.07917 | -#> |<span style='font-weight: bold;'> 77</span>| 458.08109 | 0.9983 | -1.445 | -0.9066 | -0.8702 | -#> |.....................| -0.7727 | -0.5143 | -0.7362 | -0.9770 | -#> |.....................| -1.027 | -0.5885 | -0.6915 | -0.7058 | -#> | U| 458.08109 | 93.84 | -5.845 | -0.9853 | -0.1748 | -#> |.....................| 2.176 | 2.337 | 1.279 | 0.6777 | -#> |.....................| 0.7418 | 1.521 | 1.288 | 1.310 | -#> | X|<span style='font-weight: bold;'> 458.08109</span> | 93.84 | 0.002894 | 0.2718 | 0.8396 | -#> |.....................| 8.815 | 2.337 | 1.279 | 0.6777 | -#> |.....................| 0.7418 | 1.521 | 1.288 | 1.310 | -#> |<span style='font-weight: bold;'> 78</span>| 458.08775 | 0.9985 | -1.441 | -0.9040 | -0.8696 | -#> |.....................| -0.7757 | -0.5136 | -0.7393 | -0.9753 | -#> |.....................| -1.026 | -0.5887 | -0.6911 | -0.7056 | -#> | U| 458.08775 | 93.86 | -5.841 | -0.9828 | -0.1743 | -#> |.....................| 2.173 | 2.338 | 1.277 | 0.6789 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08775</span> | 93.86 | 0.002906 | 0.2723 | 0.8401 | -#> |.....................| 8.788 | 2.338 | 1.277 | 0.6789 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 79</span>| 458.08407 | 0.9980 | -1.438 | -0.9022 | -0.8694 | -#> |.....................| -0.7783 | -0.5133 | -0.7415 | -0.9736 | -#> |.....................| -1.026 | -0.5884 | -0.6912 | -0.7054 | -#> | U| 458.08407 | 93.81 | -5.838 | -0.9810 | -0.1740 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6802 | -#> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08407</span> | 93.81 | 0.002915 | 0.2727 | 0.8403 | -#> |.....................| 8.766 | 2.338 | 1.275 | 0.6802 | -#> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 80</span>| 458.08069 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 | -#> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 | -#> | U| 458.08069 | 93.75 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08069</span> | 93.75 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | F| Forward Diff. | 1.424 | 0.2112 | 0.1114 | -0.1426 | -#> |.....................| -0.5267 | -0.3290 | -0.02249 | 0.9218 | -#> |.....................| -1.516 | 0.4273 | -0.4325 | 0.09748 | -#> |<span style='font-weight: bold;'> 81</span>| 458.08076 | 0.9972 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7786 | -0.5134 | -0.7416 | -0.9730 | -#> |.....................| -1.026 | -0.5880 | -0.6914 | -0.7055 | -#> | U| 458.08076 | 93.74 | -5.838 | -0.9810 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08076</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.763 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 82</span>| 458.08078 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9730 | -#> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 | -#> | U| 458.08078 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08078</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 83</span>| 458.08068 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 | -#> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 | -#> | U| 458.08068 | 93.75 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08068</span> | 93.75 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.7458 | 0.2086 | 0.07146 | -0.1568 | -#> |.....................| -0.5453 | -0.1723 | 0.1066 | 0.6006 | -#> |.....................| -0.05957 | 0.1717 | -0.3314 | 0.06442 | -#> |<span style='font-weight: bold;'> 84</span>| 458.08065 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 | -#> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 | -#> | U| 458.08065 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08065</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.5271 | 0.2085 | 0.07055 | -0.1570 | -#> |.....................| -0.5454 | -0.3138 | 0.09492 | 0.7765 | -#> |.....................| 1.192 | 0.4934 | -0.3382 | 0.1071 | -#> |<span style='font-weight: bold;'> 85</span>| 458.08062 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9730 | -#> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7054 | -#> | U| 458.08062 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08062</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.1077 | 0.2083 | 0.06880 | -0.1572 | -#> |.....................| -0.5469 | -0.1727 | 0.1219 | 0.9565 | -#> |.....................| -1.457 | 0.5128 | -0.3399 | 0.1022 | -#> |<span style='font-weight: bold;'> 86</span>| 458.08061 | 0.9972 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9730 | -#> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7054 | -#> | U| 458.08061 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08061</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.763 | 2.338 | 1.275 | 0.6807 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | -0.6930 | 0.2078 | 0.06712 | -0.1577 | -#> |.....................| -0.5484 | -0.1767 | 0.1148 | 0.9863 | -#> |.....................| -0.2038 | 0.5855 | -0.3296 | 0.1002 | -#> |<span style='font-weight: bold;'> 87</span>| 458.08058 | 0.9972 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9731 | -#> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7054 | -#> | U| 458.08058 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6806 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08058</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.763 | 2.338 | 1.275 | 0.6806 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | -0.3701 | 0.2079 | 0.06808 | -0.1573 | -#> |.....................| -0.5470 | -0.1729 | 0.005725 | 0.9526 | -#> |.....................| -1.465 | 0.5101 | -0.1466 | -0.02770 | -#> |<span style='font-weight: bold;'> 88</span>| 458.08052 | 0.9973 | -1.438 | -0.9021 | -0.8695 | -#> |.....................| -0.7785 | -0.5135 | -0.7416 | -0.9731 | -#> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7053 | -#> | U| 458.08052 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6806 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08052</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.763 | 2.338 | 1.275 | 0.6806 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.2062 | 0.2080 | 0.06837 | -0.1566 | -#> |.....................| -0.5439 | -0.1704 | 0.09858 | 0.5928 | -#> |.....................| -0.05984 | 0.5131 | -0.3447 | 0.06046 | -#> |<span style='font-weight: bold;'> 89</span>| 458.08047 | 0.9972 | -1.438 | -0.9021 | -0.8694 | -#> |.....................| -0.7785 | -0.5134 | -0.7416 | -0.9732 | -#> |.....................| -1.026 | -0.5882 | -0.6914 | -0.7054 | -#> | U| 458.08047 | 93.74 | -5.838 | -0.9809 | -0.1741 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6805 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08047</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 | -#> |.....................| 8.764 | 2.338 | 1.275 | 0.6805 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | -0.06148 | 0.2077 | 0.06828 | -0.1566 | -#> |.....................| -0.5434 | -0.1748 | 0.1045 | 0.7316 | -#> |.....................| -0.7607 | 0.4924 | -0.3350 | 0.1046 | -#> |<span style='font-weight: bold;'> 90</span>| 458.08041 | 0.9972 | -1.438 | -0.9021 | -0.8694 | -#> |.....................| -0.7784 | -0.5134 | -0.7417 | -0.9733 | -#> |.....................| -1.026 | -0.5883 | -0.6913 | -0.7054 | -#> | U| 458.08041 | 93.74 | -5.838 | -0.9810 | -0.1740 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6804 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08041</span> | 93.74 | 0.002915 | 0.2727 | 0.8403 | -#> |.....................| 8.765 | 2.338 | 1.275 | 0.6804 | -#> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | -0.5076 | 0.2073 | 0.06528 | -0.1564 | -#> |.....................| -0.5454 | -0.1802 | 0.1061 | 0.9740 | -#> |.....................| -0.1992 | 0.5430 | -0.2714 | 0.1031 | -#> |<span style='font-weight: bold;'> 91</span>| 458.08026 | 0.9972 | -1.438 | -0.9022 | -0.8694 | -#> |.....................| -0.7782 | -0.5133 | -0.7417 | -0.9736 | -#> |.....................| -1.026 | -0.5884 | -0.6912 | -0.7055 | -#> | U| 458.08026 | 93.74 | -5.838 | -0.9810 | -0.1740 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6802 | -#> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08026</span> | 93.74 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.766 | 2.338 | 1.275 | 0.6802 | -#> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | -0.3779 | 0.2092 | 0.07455 | -0.1547 | -#> |.....................| -0.5349 | 0.4172 | -0.5362 | 0.7903 | -#> |.....................| -1.451 | 0.5182 | -0.2163 | -0.4361 | -#> |<span style='font-weight: bold;'> 92</span>| 458.08039 | 0.9975 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7778 | -0.5133 | -0.7416 | -0.9742 | -#> |.....................| -1.026 | -0.5887 | -0.6910 | -0.7056 | -#> | U| 458.08039 | 93.76 | -5.838 | -0.9811 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6798 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08039</span> | 93.76 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.769 | 2.338 | 1.275 | 0.6798 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 93</span>| 458.08025 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08025 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08025</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 1.019 | 0.2066 | 0.06601 | -0.1530 | -#> |.....................| -0.5270 | -0.1637 | 0.1163 | 0.9184 | -#> |.....................| -1.439 | 0.4715 | -0.2217 | 0.03756 | -#> |<span style='font-weight: bold;'> 94</span>| 458.08029 | 0.9972 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08029 | 93.74 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08029</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 95</span>| 458.08025 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08025 | 93.74 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08025</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 96</span>| 458.08029 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08029 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08029</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 97</span>| 458.08024 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08024 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08024</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.9275 | 0.2065 | 0.06562 | -0.1530 | -#> |.....................| -0.5278 | -0.1682 | 0.1168 | 0.9523 | -#> |.....................| -0.1838 | 0.4888 | -0.3154 | 0.09539 | -#> |<span style='font-weight: bold;'> 98</span>| 458.08024 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08024 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08024</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.8715 | 0.2065 | 0.06540 | -0.1531 | -#> |.....................| -0.5308 | -0.07756 | 0.1164 | 0.5595 | -#> |.....................| -0.04465 | -0.2577 | -0.3240 | 0.1066 | -#> |<span style='font-weight: bold;'> 99</span>| 458.08023 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08023 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08023</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 100</span>| 458.08013 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08013 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08013</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | C| Central Diff. | 0.7255 | 0.2064 | 0.06482 | -0.1531 | -#> |.....................| -0.5283 | -0.1617 | 0.1081 | 0.9192 | -#> |.....................| -1.441 | 0.4906 | -0.2900 | 0.1161 | -#> |<span style='font-weight: bold;'> 101</span>| 458.08017 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5885 | -0.6911 | -0.7055 | -#> | U| 458.08017 | 93.74 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08017</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 102</span>| 458.08021 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08021 | 93.74 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08021</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 103</span>| 458.08029 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08029 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08029</span> | 93.75 | 0.002914 | 0.2727 | 0.8404 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 104</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 105</span>| 458.08033 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08033 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08033</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 106</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 107</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 108</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 109</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 110</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 111</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> |<span style='font-weight: bold;'> 112</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 | -#> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 | -#> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 | -#> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 | -#> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> | X|<span style='font-weight: bold;'> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 | -#> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 | -#> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 | -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_saem_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_obs</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> 1: 93.0952 -5.6337 -1.8988 -4.1294 -1.2035 0.1038 5.2152 1.6150 1.0450 2.6377 0.5035 0.5225 20.0768 11.4566 -#> 2: 93.1464 -5.6948 -1.8729 -4.2029 -1.1302 0.1295 5.5478 1.5342 0.9927 2.5059 0.4783 0.5147 11.2089 8.1577 -#> 3: 93.1719 -5.7029 -1.8810 -4.2024 -1.0686 0.1063 5.2764 1.5217 0.9431 2.3806 0.4544 0.5587 9.3753 5.7166 -#> 4: 92.8647 -5.8139 -1.8979 -4.1992 -1.0168 0.1122 5.4892 1.7893 0.8960 2.2615 0.4317 0.5307 9.4134 4.7166 -#> 5: 92.7759 -5.8627 -1.8873 -4.1402 -1.0347 0.1243 6.2028 2.1819 0.8795 2.1485 0.4101 0.5042 9.5964 4.7340 -#> 6: 92.8080 -5.8954 -1.9186 -4.1772 -0.9727 0.1311 5.8926 2.0728 0.8633 2.0410 0.3896 0.4790 8.7334 4.1957 -#> 7: 92.9042 -5.9034 -1.9603 -4.1854 -0.9717 0.1630 5.5980 2.2068 0.8672 1.9390 0.3701 0.4550 8.7213 3.3409 -#> 8: 92.9302 -5.8545 -1.9240 -4.2343 -0.9748 0.1686 5.3181 2.3934 0.8239 1.9533 0.3516 0.4323 7.6950 2.9174 -#> 9: 92.9518 -5.5561 -1.9734 -4.1856 -0.9322 0.2129 5.0522 2.2738 0.7830 2.0138 0.3340 0.4689 7.9230 2.1930 -#> 10: 93.0672 -5.5564 -1.9633 -4.1456 -0.9343 0.2049 4.7996 2.1601 0.7438 2.0517 0.3173 0.4771 8.0644 2.0682 -#> 11: 92.6849 -5.6187 -1.9773 -4.1793 -0.9342 0.2290 4.5596 2.0521 0.7123 2.0774 0.3015 0.5052 8.2355 1.9349 -#> 12: 92.6425 -5.6989 -2.0144 -4.1395 -0.9342 0.2669 4.3316 2.2634 0.7142 2.3008 0.2864 0.5728 7.5188 1.8028 -#> 13: 92.2996 -5.6700 -1.9885 -4.0443 -0.9202 0.2750 4.5787 2.1608 0.7019 2.7515 0.2721 0.6641 7.0744 1.8958 -#> 14: 92.2457 -5.5825 -2.0314 -3.9788 -0.9142 0.2908 6.3744 2.0527 0.7018 3.2703 0.2585 0.6387 6.9499 1.8421 -#> 15: 92.1741 -5.5333 -2.0318 -3.9664 -0.9059 0.2894 6.0557 1.9501 0.7179 3.2869 0.2455 0.6068 7.0951 1.6824 -#> 16: 92.5772 -5.4982 -2.0352 -3.9471 -0.9063 0.2930 5.7529 1.8526 0.7244 3.6994 0.2333 0.5764 7.2138 1.7042 -#> 17: 92.7024 -5.4902 -2.0438 -4.0347 -0.9079 0.2959 5.4652 1.7600 0.7393 3.5144 0.2216 0.5765 7.0258 1.6793 -#> 18: 92.0240 -5.5539 -2.0520 -3.9601 -0.9079 0.2884 6.5142 1.9232 0.7320 3.9052 0.2157 0.5521 7.2568 1.6151 -#> 19: 92.6532 -5.6325 -2.0456 -3.9091 -0.9179 0.3047 6.5743 2.3363 0.7405 4.5825 0.2049 0.5425 7.6201 1.6565 -#> 20: 92.3488 -5.6617 -2.0554 -3.9501 -0.9216 0.3056 6.7080 2.7562 0.7218 4.7569 0.2083 0.5432 7.3481 1.8059 -#> 21: 92.5679 -5.7469 -2.0614 -4.0829 -0.8890 0.3158 6.6510 3.1993 0.7136 4.5191 0.1978 0.5281 7.3723 1.7461 -#> 22: 92.4785 -5.9527 -2.0657 -4.0580 -0.8971 0.3084 6.3184 4.1791 0.7144 4.2931 0.1929 0.5157 7.1922 1.6984 -#> 23: 92.5594 -5.8590 -2.0723 -4.0580 -0.9020 0.2952 6.0025 3.9702 0.7335 4.0784 0.1833 0.5129 7.7560 1.6302 -#> 24: 92.6152 -5.9488 -2.0658 -4.1187 -0.9050 0.2997 5.7024 4.5381 0.7215 3.8745 0.1875 0.5129 7.6182 1.6362 -#> 25: 92.4658 -5.8715 -2.0791 -4.0949 -0.8922 0.3074 6.1428 4.3112 0.7353 3.6808 0.1896 0.5157 7.2703 1.5633 -#> 26: 92.2507 -5.9797 -2.0707 -4.0834 -0.8868 0.3266 6.4124 4.7125 0.7334 3.5368 0.1851 0.5217 7.3085 1.5828 -#> 27: 92.7055 -5.9792 -2.0779 -4.2066 -0.8887 0.2993 6.0918 4.8624 0.7659 3.7456 0.1841 0.4956 7.3534 1.5240 -#> 28: 92.3971 -6.0253 -2.0648 -4.1406 -0.9042 0.2897 5.7872 4.7690 0.7449 3.5583 0.1823 0.4709 7.2479 1.5008 -#> 29: 92.4045 -5.9045 -2.0730 -4.1407 -0.8969 0.3103 5.6683 4.5306 0.7349 3.3816 0.1849 0.5054 7.1719 1.6004 -#> 30: 92.1714 -5.8598 -2.0645 -4.0913 -0.8964 0.2743 5.3849 4.3040 0.7538 3.3509 0.1757 0.4801 7.3739 1.5736 -#> 31: 91.9134 -5.7867 -2.0367 -4.0563 -0.8957 0.2280 5.1156 4.0888 0.7299 3.3452 0.1749 0.4673 6.5991 1.5909 -#> 32: 92.3743 -5.9967 -2.0255 -4.0668 -0.9025 0.2247 4.8599 4.6666 0.7256 3.3271 0.1714 0.5008 6.4693 1.5458 -#> 33: 92.5239 -5.9301 -2.0387 -4.0365 -0.9033 0.2558 4.6169 4.4333 0.7492 3.6109 0.1688 0.5424 6.7730 1.5771 -#> 34: 92.6892 -6.1135 -2.0587 -4.0280 -0.8993 0.2430 4.3860 6.0227 0.7798 3.5725 0.1672 0.5153 6.8110 1.5417 -#> 35: 92.7276 -6.0815 -2.0629 -4.0833 -0.8943 0.2375 4.6811 5.7216 0.8010 3.3939 0.1715 0.4895 6.6812 1.5478 -#> 36: 92.7316 -6.0691 -2.0882 -4.0626 -0.9030 0.2405 4.4614 5.4355 0.8355 3.2242 0.1789 0.4650 6.8443 1.4806 -#> 37: 92.6685 -5.7905 -2.0666 -4.0663 -0.8998 0.2784 5.1916 5.1637 0.7937 3.0641 0.1823 0.4418 6.5421 1.6284 -#> 38: 93.0325 -5.6829 -2.0674 -4.0772 -0.9167 0.2499 4.9320 4.9055 0.7768 3.1213 0.1887 0.4290 6.8220 1.5224 -#> 39: 93.0378 -5.5554 -2.0743 -4.0772 -0.9189 0.2361 4.6854 4.6603 0.7822 3.1213 0.1813 0.4242 7.1137 1.5021 -#> 40: 93.3297 -5.6270 -2.0591 -4.1200 -0.9167 0.2035 4.4511 4.4272 0.8128 2.9653 0.1829 0.4030 7.3894 1.5064 -#> 41: 93.3408 -5.5437 -2.0344 -4.1042 -0.9078 0.1744 4.2286 4.2059 0.8228 2.8170 0.1881 0.3829 7.2734 1.5519 -#> 42: 93.1691 -5.4436 -2.0551 -4.1048 -0.8984 0.1732 4.0172 3.9956 0.7816 2.6762 0.1853 0.3637 6.9712 1.5332 -#> 43: 93.2443 -5.5247 -2.0722 -4.0980 -0.8992 0.1756 3.8163 3.7958 0.7781 2.7200 0.1956 0.3455 6.7012 1.5344 -#> 44: 92.9509 -5.5020 -2.0495 -4.0961 -0.8964 0.1777 3.6255 3.6060 0.7555 2.8172 0.1994 0.3283 6.2180 1.6137 -#> 45: 92.8898 -5.4913 -2.0462 -4.1079 -0.9003 0.1701 4.1177 3.4257 0.7491 2.8491 0.1989 0.3372 6.2876 1.6205 -#> 46: 92.6044 -5.6429 -2.0499 -4.1079 -0.9069 0.1999 4.2103 3.2544 0.7657 2.8491 0.1921 0.3532 6.2261 1.6435 -#> 47: 92.7740 -5.6128 -2.0804 -4.1186 -0.8976 0.1864 5.2188 3.0917 0.7381 2.9036 0.2030 0.3391 6.6803 1.6177 -#> 48: 92.4691 -5.6645 -2.0600 -4.1288 -0.8796 0.1913 6.2045 2.9371 0.7774 2.9223 0.1966 0.3396 6.7169 1.6215 -#> 49: 92.4128 -5.7079 -2.0802 -4.1166 -0.8798 0.1741 5.8943 3.1446 0.7854 2.8715 0.1935 0.3369 6.9151 1.4834 -#> 50: 91.8883 -5.7713 -2.0932 -4.0899 -0.8886 0.1758 5.5996 3.5478 0.8033 2.8192 0.2014 0.3201 7.0775 1.4635 -#> 51: 92.1187 -5.7306 -2.0903 -4.0878 -0.8923 0.2024 5.3196 3.6534 0.7823 2.7891 0.1969 0.3140 6.9879 1.5430 -#> 52: 92.3209 -5.7897 -2.0903 -4.1622 -0.9072 0.2261 5.3781 3.4707 0.8001 3.0801 0.2063 0.3088 6.7047 1.4499 -#> 53: 92.4318 -5.6954 -2.0950 -4.1866 -0.9082 0.2131 7.1200 3.2972 0.7711 3.3398 0.2034 0.3186 6.6152 1.5123 -#> 54: 92.5380 -5.6975 -2.0782 -4.2394 -0.8976 0.2118 6.7640 3.1323 0.7744 3.5385 0.2175 0.3296 6.4402 1.5403 -#> 55: 92.7213 -5.6663 -2.0427 -4.3288 -0.9028 0.2032 8.1796 2.9757 0.7748 4.4495 0.2142 0.3316 6.4111 1.5369 -#> 56: 92.7219 -5.6865 -2.0557 -4.3434 -0.9084 0.2021 7.7706 2.8269 0.7989 4.6691 0.2174 0.3433 6.4256 1.4639 -#> 57: 92.8932 -5.5736 -2.0497 -4.3955 -0.9216 0.1694 7.3821 2.6856 0.8205 4.9791 0.2142 0.3500 6.5378 1.5406 -#> 58: 92.9219 -5.5789 -2.0547 -4.3094 -0.9183 0.1838 7.0130 2.5513 0.7958 4.7302 0.2193 0.3495 6.2662 1.4940 -#> 59: 93.0432 -5.6201 -2.0395 -4.2527 -0.9199 0.2302 6.6623 2.4237 0.8241 4.4937 0.2241 0.3321 5.8693 1.6176 -#> 60: 92.9724 -5.5971 -2.0537 -4.3509 -0.9219 0.2118 7.5905 2.3026 0.8418 4.4546 0.2177 0.3155 5.5960 1.5040 -#> 61: 93.1235 -5.6332 -2.0671 -4.3572 -0.9219 0.1917 7.2521 2.3037 0.8527 4.5707 0.2230 0.2997 5.8136 1.4516 -#> 62: 93.5431 -5.6373 -2.0371 -4.3384 -0.9276 0.1997 8.5187 2.3895 0.8575 4.4378 0.2258 0.3041 5.5746 1.4572 -#> 63: 93.5009 -5.5634 -2.0224 -4.3560 -0.9339 0.2167 8.0927 2.2700 0.8462 4.4449 0.2266 0.3162 5.4922 1.5233 -#> 64: 93.7369 -5.6032 -2.0362 -4.2323 -0.9355 0.2159 9.6684 2.1949 0.8514 4.2227 0.2300 0.3318 5.7597 1.4866 -#> 65: 93.5021 -5.5769 -2.0311 -4.3204 -0.9375 0.1927 9.5537 2.0852 0.8559 4.6151 0.2208 0.3550 5.6975 1.5031 -#> 66: 93.4211 -5.7184 -2.0384 -4.3041 -0.9228 0.2121 9.0760 2.6390 0.8430 4.3843 0.2098 0.3755 5.8990 1.5133 -#> 67: 93.3435 -5.6579 -2.0456 -4.2222 -0.9183 0.1825 8.6222 2.5071 0.8719 4.1651 0.2152 0.3567 5.9004 1.4874 -#> 68: 93.3914 -5.6554 -2.0420 -4.1618 -0.9303 0.1714 8.1911 2.3817 0.8856 3.9569 0.2272 0.3388 6.1793 1.4917 -#> 69: 93.5112 -5.6834 -2.0349 -4.1591 -0.9331 0.1759 8.9900 2.5191 0.9184 3.7590 0.2236 0.3219 6.1618 1.4697 -#> 70: 93.4289 -5.6576 -2.0273 -4.1763 -0.9399 0.1738 8.5405 2.4302 0.8725 3.5711 0.2149 0.3288 6.5324 1.5410 -#> 71: 93.2936 -5.6699 -2.0256 -4.1405 -0.9370 0.1922 8.1134 2.3831 0.8289 3.3925 0.2080 0.3548 5.9794 1.5904 -#> 72: 92.9152 -5.6742 -2.0382 -4.1523 -0.9411 0.1991 7.7078 2.4322 0.7875 3.2916 0.2007 0.3456 6.0999 1.6022 -#> 73: 92.8129 -5.8099 -2.0372 -4.1735 -0.9377 0.1605 8.2752 2.8931 0.7737 3.4015 0.2057 0.3283 6.0140 1.5472 -#> 74: 92.7806 -5.7269 -2.0315 -4.1877 -0.9399 0.1675 8.4688 2.7484 0.7773 3.4620 0.2174 0.3249 5.8495 1.5779 -#> 75: 92.9128 -5.8680 -2.0304 -4.1459 -0.9387 0.1567 8.0454 3.2365 0.7681 3.2935 0.2198 0.3187 5.8539 1.5815 -#> 76: 92.8931 -5.8483 -2.0253 -4.1815 -0.9387 0.1540 9.6800 3.0747 0.8007 3.5838 0.2198 0.3291 5.9005 1.5053 -#> 77: 92.7474 -5.7995 -2.0202 -4.1904 -0.9333 0.1724 10.0488 2.9210 0.7841 3.7255 0.2148 0.3465 5.9418 1.5569 -#> 78: 92.8150 -5.9608 -2.0025 -4.1583 -0.9511 0.1566 9.5464 3.5249 0.7858 3.6988 0.2246 0.3292 5.7737 1.5904 -#> 79: 92.6663 -6.0485 -2.0245 -4.1437 -0.9446 0.1786 9.0690 4.1252 0.7803 3.6526 0.2155 0.3335 5.9109 1.5521 -#> 80: 92.5932 -6.1001 -2.0304 -4.1969 -0.9409 0.1424 8.6156 4.6478 0.8007 4.0379 0.2114 0.3168 6.1732 1.5544 -#> 81: 92.6789 -6.3510 -2.0062 -4.2272 -0.9541 0.1360 8.3363 5.9861 0.7719 3.8800 0.2202 0.3010 5.6841 1.6317 -#> 82: 92.9996 -6.5680 -2.0048 -4.1609 -0.9578 0.1367 10.6901 7.4391 0.7962 3.6860 0.2092 0.2859 5.7335 1.6391 -#> 83: 93.1087 -6.5298 -1.9757 -4.1694 -0.9596 0.1323 10.5524 7.4660 0.8237 3.8009 0.2134 0.2716 5.9664 1.6316 -#> 84: 93.1929 -6.5844 -2.0191 -4.2021 -0.9616 0.1384 10.0248 7.7313 0.8230 3.6109 0.2110 0.2580 5.7854 1.5609 -#> 85: 92.9161 -6.4934 -2.0281 -4.2008 -0.9600 0.1107 9.5236 7.4269 0.8448 3.5630 0.2110 0.2451 5.6111 1.5333 -#> 86: 92.9816 -6.5397 -2.0234 -4.1830 -0.9694 0.1111 9.1945 7.4382 0.8481 3.3849 0.2166 0.2329 5.8375 1.5263 -#> 87: 93.0930 -6.5749 -2.0168 -4.1986 -0.9816 0.0926 8.7348 8.4431 0.8646 3.3032 0.2155 0.2212 5.7542 1.5736 -#> 88: 93.0765 -6.4914 -2.0274 -4.2274 -0.9870 0.1148 8.4666 8.0209 0.8666 3.5292 0.2048 0.2102 5.8988 1.5329 -#> 89: 92.8699 -6.6431 -2.0199 -4.2175 -0.9463 0.1011 8.4648 7.7973 0.8908 3.3980 0.1945 0.2102 5.6876 1.5177 -#> 90: 92.8225 -6.6932 -2.0211 -4.2175 -0.9505 0.0887 10.1862 8.7787 0.8730 3.3980 0.1877 0.1997 5.9135 1.4821 -#> 91: 92.7874 -6.7007 -2.0420 -4.2936 -0.9468 0.0927 11.2275 8.3397 0.8600 3.9490 0.1885 0.2147 6.1108 1.4315 -#> 92: 93.2320 -6.8088 -2.0341 -4.2817 -0.9582 0.1270 12.4029 9.6204 0.8503 3.7516 0.1950 0.2070 5.9434 1.5251 -#> 93: 93.8996 -6.5471 -2.0440 -4.2123 -0.9543 0.1140 11.7828 9.1394 0.8493 3.5640 0.1988 0.2017 6.1302 1.5568 -#> 94: 93.4416 -6.4623 -2.0448 -4.2188 -0.9595 0.1174 12.1277 8.6824 0.8568 3.3858 0.1975 0.1938 5.9173 1.5204 -#> 95: 93.2953 -6.1521 -2.0477 -4.2216 -0.9551 0.1152 11.5213 8.2483 0.8356 3.2165 0.1979 0.1855 5.8298 1.5357 -#> 96: 92.9577 -6.0477 -2.0579 -4.2534 -0.9465 0.1284 10.9452 7.8359 0.8202 3.3357 0.1937 0.1917 5.8590 1.5738 -#> 97: 92.8703 -6.1037 -2.0745 -4.1960 -0.9405 0.1417 10.4858 7.4441 0.8488 3.1690 0.1969 0.2016 5.7948 1.4759 -#> 98: 92.9728 -6.3534 -2.0868 -4.2155 -0.9444 0.1069 9.9615 7.1788 0.8736 3.1913 0.1998 0.2114 5.6533 1.4322 -#> 99: 93.4116 -6.1712 -2.0837 -4.2280 -0.9473 0.1197 9.4634 6.8198 0.8959 3.1806 0.1899 0.2167 5.9149 1.3768 -#> 100: 93.2598 -6.1345 -2.0645 -4.2237 -0.9575 0.1099 8.9903 6.4788 0.9204 3.2429 0.1903 0.2058 5.7085 1.4133 -#> 101: 93.3082 -6.1574 -2.0474 -4.2315 -0.9619 0.1161 9.0819 6.1549 0.8744 3.2049 0.1891 0.2278 5.6493 1.4894 -#> 102: 93.5741 -6.2923 -2.0484 -4.2853 -0.9665 0.1325 10.4108 5.8522 0.8804 3.5370 0.2024 0.2324 5.6995 1.4594 -#> 103: 92.9199 -6.1797 -2.0522 -4.2940 -0.9568 0.1289 9.8903 5.5596 0.8722 3.6682 0.1975 0.2398 5.5536 1.4510 -#> 104: 93.1139 -6.1630 -2.0546 -4.2912 -0.9613 0.1115 9.3958 5.2816 0.8648 3.6673 0.2010 0.2278 5.5768 1.4812 -#> 105: 93.4085 -6.0359 -2.0450 -4.2889 -0.9591 0.1258 8.9260 5.0175 0.8412 3.7286 0.1917 0.2171 5.6780 1.5203 -#> 106: 93.3103 -6.1029 -2.0425 -4.2948 -0.9579 0.0934 8.4797 4.7667 0.8539 3.6947 0.1947 0.2234 5.7210 1.4760 -#> 107: 93.6389 -5.9750 -2.0309 -4.2630 -0.9660 0.1110 8.0557 4.5283 0.8470 3.5100 0.2044 0.2299 5.6280 1.5525 -#> 108: 93.8641 -5.8551 -2.0360 -4.2311 -0.9629 0.0900 7.6529 4.3019 0.8567 3.3345 0.2014 0.2302 5.7841 1.5978 -#> 109: 93.6274 -6.0268 -2.0445 -4.3047 -0.9488 0.0979 7.2703 4.7807 0.8565 3.7665 0.1929 0.2271 5.7941 1.5580 -#> 110: 93.6320 -5.8321 -2.0413 -4.2855 -0.9477 0.1143 6.9068 4.5417 0.8412 3.6165 0.1901 0.2199 5.8169 1.5477 -#> 111: 93.6245 -5.8256 -2.0157 -4.2797 -0.9612 0.0940 6.5774 4.3146 0.8460 3.5782 0.1837 0.2182 5.6157 1.6424 -#> 112: 93.8512 -5.9045 -2.0116 -4.2409 -0.9708 0.0883 6.2486 4.0989 0.8658 3.5059 0.1761 0.2073 5.8852 1.6073 -#> 113: 93.7080 -5.9935 -2.0306 -4.1884 -0.9690 0.0740 5.9361 4.0088 0.9072 3.3400 0.1957 0.2169 6.3792 1.4770 -#> 114: 93.8574 -5.9185 -2.0233 -4.2030 -0.9588 0.1137 5.6393 3.8084 0.9322 3.2878 0.1939 0.2098 5.8891 1.5325 -#> 115: 93.7414 -5.8789 -2.0183 -4.2256 -0.9701 0.1105 5.6148 3.6180 0.9222 3.5507 0.1921 0.1993 5.6441 1.5458 -#> 116: 93.4104 -5.9704 -2.0428 -4.2091 -0.9807 0.1099 5.3341 4.1157 0.9363 3.4004 0.1968 0.2134 5.7764 1.4617 -#> 117: 93.5239 -5.9057 -2.0518 -4.2494 -0.9812 0.1127 6.8839 3.9099 0.9151 3.6604 0.1921 0.2095 5.4753 1.4249 -#> 118: 93.7599 -5.9418 -2.0482 -4.2272 -0.9822 0.1094 6.8133 3.7144 0.9198 3.5160 0.1971 0.2039 5.6467 1.4116 -#> 119: 93.6617 -6.0020 -2.0483 -4.2146 -0.9816 0.1003 6.4727 3.8251 0.9103 3.4716 0.1950 0.2109 5.8513 1.4268 -#> 120: 93.5436 -5.9804 -2.0458 -4.1906 -0.9819 0.1065 6.1490 3.6756 0.9088 3.2980 0.1989 0.2123 5.8268 1.4689 -#> 121: 93.4880 -5.9047 -2.0452 -4.1957 -0.9640 0.1349 5.8416 3.4918 0.8824 3.2437 0.1889 0.2017 5.7152 1.4382 -#> 122: 93.7406 -5.9844 -2.0596 -4.2328 -0.9558 0.1563 5.5495 3.7606 0.8489 3.3043 0.1795 0.2015 5.5095 1.5112 -#> 123: 93.6728 -6.0394 -2.0372 -4.2812 -0.9592 0.1507 5.2720 4.2004 0.8341 3.5274 0.1817 0.2008 5.6936 1.6011 -#> 124: 93.9591 -6.0483 -2.0280 -4.2613 -0.9594 0.1463 5.3846 4.1913 0.8351 3.4341 0.1870 0.2193 5.5694 1.5684 -#> 125: 94.0201 -5.9102 -2.0507 -4.2686 -0.9697 0.1455 5.1154 3.9818 0.8512 3.3475 0.1859 0.2165 5.6224 1.5643 -#> 126: 93.8825 -5.8970 -2.0543 -4.2569 -0.9663 0.1493 4.9144 3.7827 0.8907 3.3030 0.1876 0.2180 5.7351 1.4722 -#> 127: 93.9893 -5.8955 -2.0624 -4.2430 -0.9802 0.1476 7.2413 3.5935 0.8915 3.2740 0.1851 0.2110 5.7614 1.4305 -#> 128: 94.1849 -5.9123 -2.0624 -4.2385 -0.9786 0.1523 7.9575 3.4139 0.9094 3.2656 0.1807 0.2198 5.7366 1.4264 -#> 129: 94.0812 -6.0044 -2.0696 -4.3056 -0.9770 0.1693 8.7809 3.7526 0.9111 3.6172 0.1859 0.2255 5.8064 1.4718 -#> 130: 93.6046 -6.1387 -2.0718 -4.3056 -0.9821 0.1477 8.3419 4.3029 0.9177 3.6172 0.1867 0.2143 5.8893 1.4447 -#> 131: 93.5216 -6.1347 -2.0740 -4.3114 -0.9766 0.1288 8.2937 4.3407 0.9250 3.5298 0.1881 0.2293 5.8054 1.4219 -#> 132: 93.6142 -6.2789 -2.0786 -4.3297 -0.9716 0.1288 8.3731 5.1225 0.9236 3.6683 0.1929 0.2295 5.8064 1.4194 -#> 133: 93.4410 -5.9177 -2.0916 -4.3557 -0.9798 0.1066 7.9544 4.8663 0.9537 3.7076 0.1937 0.2279 5.9844 1.4297 -#> 134: 93.4716 -5.9152 -2.0838 -4.3611 -0.9818 0.1332 7.5567 4.6230 0.9161 3.7833 0.2017 0.2308 6.0611 1.5717 -#> 135: 93.3787 -6.0381 -2.0728 -4.2627 -0.9719 0.1051 7.2396 4.3919 0.8970 3.5941 0.1916 0.2193 5.8837 1.6057 -#> 136: 93.4339 -5.9876 -2.0801 -4.3002 -0.9690 0.1214 6.8776 4.1723 0.8888 3.4144 0.2002 0.2227 6.0141 1.5231 -#> 137: 93.7639 -6.0411 -2.0803 -4.2799 -0.9646 0.1484 6.5337 3.9765 0.8969 3.2437 0.1995 0.2115 5.9404 1.6402 -#> 138: 93.6414 -6.0122 -2.0714 -4.2666 -0.9755 0.1506 7.4057 3.7962 0.9242 3.1524 0.1934 0.2010 6.0666 1.5001 -#> 139: 93.7743 -5.7966 -2.0613 -4.2289 -0.9722 0.1383 7.9358 3.6064 0.9015 2.9948 0.1946 0.2029 5.9655 1.5250 -#> 140: 93.1082 -5.7994 -2.0388 -4.2289 -0.9659 0.1382 8.0282 3.4261 0.9053 2.9079 0.1909 0.2138 5.9183 1.5191 -#> 141: 93.2122 -6.0181 -2.0396 -4.2398 -0.9587 0.1016 8.9769 3.9426 0.9028 2.9136 0.1941 0.2195 6.1560 1.4902 -#> 142: 93.4684 -6.1438 -2.0273 -4.2541 -0.9508 0.0848 8.5281 4.8727 0.9056 2.9875 0.1901 0.2233 6.2546 1.4695 -#> 143: 93.0059 -6.0964 -2.0145 -4.2760 -0.9563 0.0826 8.1017 4.6291 0.9312 3.1063 0.1850 0.2138 6.5768 1.4391 -#> 144: 93.0612 -6.1127 -1.9951 -4.2589 -0.9539 0.0904 7.6966 4.6160 0.9623 3.1681 0.1824 0.2032 6.1506 1.4497 -#> 145: 93.5170 -6.1066 -1.9951 -4.3574 -0.9478 0.1040 7.3118 4.6263 0.9639 3.6914 0.1986 0.2292 5.9389 1.4867 -#> 146: 93.4915 -6.3235 -2.0006 -4.3866 -0.9579 0.1202 6.9462 6.0529 0.9514 3.9899 0.1887 0.2335 5.9265 1.4978 -#> 147: 93.8963 -6.1119 -2.0055 -4.3446 -0.9682 0.1242 7.1711 5.7503 0.9315 3.7904 0.1923 0.2332 5.9346 1.5021 -#> 148: 93.6758 -5.9705 -2.0137 -4.2906 -0.9614 0.1125 6.8125 5.4628 0.9506 3.6009 0.1913 0.2371 6.2579 1.4384 -#> 149: 93.6499 -6.0049 -2.0246 -4.2730 -0.9776 0.0996 6.4719 5.1896 0.9736 3.4209 0.1817 0.2252 6.3224 1.3878 -#> 150: 94.0242 -5.9760 -2.0176 -4.2182 -0.9773 0.1032 6.1483 4.9301 0.9944 3.2498 0.1807 0.2290 6.5662 1.3618 -#> 151: 93.9234 -5.8772 -2.0132 -4.2362 -0.9651 0.1058 7.2453 4.6836 0.9824 3.4860 0.1806 0.2175 6.2575 1.4370 -#> 152: 94.2513 -5.9391 -2.0814 -4.2278 -0.9753 0.1221 4.9753 3.4013 0.9808 3.3265 0.1836 0.1897 6.6966 1.3457 -#> 153: 93.9434 -6.1294 -2.0570 -4.2447 -0.9761 0.1527 5.0454 4.3115 0.9494 3.3663 0.1684 0.1680 5.9106 1.4777 -#> 154: 93.8141 -6.2749 -2.0366 -4.2383 -0.9835 0.1440 5.5466 5.3351 0.9320 3.3337 0.1731 0.1913 5.8842 1.4325 -#> 155: 94.1987 -6.1029 -2.0252 -4.2520 -0.9780 0.1132 7.1508 4.2713 0.9457 3.3428 0.1727 0.1691 6.1632 1.4658 -#> 156: 94.0626 -6.2640 -2.0263 -4.2461 -0.9854 0.1346 5.6296 5.1645 0.9423 3.3987 0.1697 0.1778 5.9631 1.4483 -#> 157: 93.9319 -6.1392 -2.0388 -4.2294 -0.9921 0.1265 5.6768 4.7366 0.9210 3.3673 0.1733 0.1789 5.9114 1.4976 -#> 158: 93.9123 -6.1970 -2.0165 -4.2241 -0.9924 0.1540 7.2552 4.7537 0.9369 3.2727 0.1805 0.1923 5.9324 1.5351 -#> 159: 93.9704 -6.4018 -2.0455 -4.2127 -0.9919 0.1413 7.7561 6.0732 0.9802 3.3376 0.1806 0.2260 6.4511 1.4227 -#> 160: 94.1967 -6.2985 -2.0412 -4.2264 -0.9795 0.1206 8.3836 6.1319 0.9689 3.4685 0.1792 0.2150 6.5116 1.4706 -#> 161: 94.3500 -6.1427 -2.0189 -4.2242 -1.0022 0.0837 8.0282 4.5505 0.9524 3.3269 0.1859 0.1816 6.0642 1.4746 -#> 162: 94.2711 -5.9578 -2.0215 -4.2078 -1.0110 0.0946 7.8634 3.3072 0.9559 3.2374 0.1876 0.1791 6.0798 1.4903 -#> 163: 93.9824 -5.8794 -2.0409 -4.2367 -0.9970 0.1150 9.3872 3.0498 0.9830 3.3179 0.1880 0.1828 5.8091 1.4852 -#> 164: 94.2013 -5.8651 -2.0122 -4.2257 -0.9906 0.1267 7.1953 3.0510 0.9697 3.2713 0.1871 0.1832 5.8741 1.5313 -#> 165: 94.1804 -5.7868 -2.0200 -4.2053 -0.9812 0.1219 6.7375 2.4769 0.9688 3.2706 0.1910 0.1859 5.7890 1.5188 -#> 166: 93.9790 -5.8156 -2.0311 -4.2438 -0.9784 0.1247 5.7617 2.6907 0.9533 3.5342 0.1953 0.1872 5.8816 1.5243 -#> 167: 93.2524 -5.8603 -2.0497 -4.2594 -0.9787 0.1265 4.7086 2.9121 0.9117 3.4696 0.1943 0.1832 5.9672 1.4567 -#> 168: 93.2924 -6.0371 -2.0528 -4.2607 -0.9727 0.1201 5.5273 4.0286 0.9177 3.4501 0.1918 0.1908 5.7790 1.4701 -#> 169: 93.4838 -6.1497 -2.0389 -4.2716 -0.9639 0.1127 5.4524 4.2700 0.9544 3.4329 0.1940 0.1871 5.7795 1.4575 -#> 170: 93.3951 -6.2298 -2.0438 -4.4133 -0.9939 0.1088 6.1460 4.6552 0.9645 4.5240 0.1978 0.2091 5.7549 1.5233 -#> 171: 93.4113 -6.1187 -2.0536 -4.4019 -0.9771 0.0899 6.8123 4.0073 0.9531 4.4290 0.1878 0.1970 5.9067 1.4857 -#> 172: 93.1140 -5.9515 -2.0530 -4.3250 -0.9723 0.1094 5.1247 3.4502 0.9572 3.8504 0.1954 0.1944 5.8583 1.4867 -#> 173: 92.9782 -6.0415 -2.0633 -4.2887 -0.9608 0.1081 4.1020 3.8967 0.9478 3.7222 0.1890 0.1812 5.9473 1.4583 -#> 174: 92.9661 -5.9295 -2.0457 -4.2907 -0.9626 0.0991 5.7954 3.3581 0.9785 3.7311 0.1867 0.2026 5.8087 1.4797 -#> 175: 93.2577 -5.8895 -2.0281 -4.2845 -0.9560 0.0829 7.3434 3.1501 0.9975 3.6334 0.1920 0.2151 5.4717 1.4832 -#> 176: 93.1210 -5.9567 -2.0370 -4.2848 -0.9488 0.0787 6.8946 3.4999 0.9983 3.6159 0.1922 0.2233 5.8426 1.4096 -#> 177: 92.5456 -6.1797 -2.0319 -4.2684 -0.9401 0.0873 6.9744 5.2939 0.9928 3.4880 0.1989 0.2213 5.9613 1.4367 -#> 178: 92.6854 -6.1483 -2.0278 -4.2705 -0.9504 0.0630 5.0582 5.0622 0.9953 3.4915 0.1930 0.2238 5.9775 1.4263 -#> 179: 93.1323 -6.1739 -2.0353 -4.2590 -0.9455 0.0584 4.9914 4.7898 0.9817 3.4163 0.1899 0.2124 5.9579 1.4242 -#> 180: 93.0611 -6.2228 -2.0441 -4.2977 -0.9387 0.0320 4.0323 5.5685 0.9890 3.7202 0.1940 0.2335 6.2224 1.4194 -#> 181: 92.7741 -6.1462 -2.0477 -4.3335 -0.9454 0.1011 3.7007 5.1590 0.9807 3.8469 0.1939 0.2463 5.9703 1.4343 -#> 182: 93.0775 -6.0640 -2.0496 -4.3171 -0.9444 0.0897 5.0266 4.5597 0.9792 3.7741 0.1931 0.2186 5.6727 1.4858 -#> 183: 93.2566 -6.1757 -2.0368 -4.2888 -0.9560 0.0809 5.8284 5.2504 0.9636 3.7078 0.1939 0.2262 5.5170 1.4560 -#> 184: 93.0357 -6.1158 -2.0217 -4.3111 -0.9453 0.0901 6.7209 5.4048 0.9503 3.8949 0.1967 0.2209 5.3578 1.4704 -#> 185: 93.0173 -6.1998 -2.0371 -4.3713 -0.9451 0.0752 6.1040 5.8272 0.9333 4.4038 0.1951 0.2238 5.5896 1.4202 -#> 186: 93.2835 -6.1217 -2.0383 -4.3308 -0.9574 0.1110 6.0519 4.7669 0.9400 4.0265 0.1972 0.2274 5.4560 1.4602 -#> 187: 93.5312 -6.3356 -2.0253 -4.3418 -0.9583 0.1166 6.7561 5.8784 0.9346 4.0264 0.2038 0.2281 5.5024 1.4994 -#> 188: 93.6460 -5.8426 -2.0237 -4.4519 -0.9594 0.1283 6.3492 3.4189 0.9091 4.9358 0.2086 0.2348 5.4301 1.5893 -#> 189: 93.8538 -6.0183 -2.0178 -4.3911 -0.9797 0.1262 8.7939 3.7358 0.9008 4.4894 0.2125 0.2199 5.6613 1.5073 -#> 190: 93.1543 -6.1364 -2.0451 -4.4389 -0.9708 0.1584 9.9803 4.2747 0.8922 4.8507 0.2084 0.2607 5.9136 1.4572 -#> 191: 93.4334 -6.1466 -2.0389 -4.4661 -0.9678 0.1565 7.8390 4.4393 0.9022 4.7857 0.2105 0.2634 5.7161 1.5325 -#> 192: 93.3623 -6.0940 -2.0240 -4.4569 -0.9673 0.1420 8.0856 4.3185 0.8895 4.4721 0.2113 0.2350 5.5282 1.5221 -#> 193: 93.1990 -5.9864 -2.0301 -4.4538 -0.9563 0.1515 8.4425 3.7598 0.8814 4.4376 0.2013 0.2257 5.4205 1.4820 -#> 194: 93.3165 -6.0045 -2.0353 -4.4314 -0.9525 0.1486 8.2370 3.6742 0.8947 4.4594 0.1960 0.2248 5.4579 1.4767 -#> 195: 93.1288 -6.1006 -2.0551 -4.5184 -0.9503 0.1583 9.6259 4.2294 0.9040 5.1981 0.1950 0.1962 5.5602 1.4254 -#> 196: 93.1943 -5.9871 -2.0607 -4.4728 -0.9446 0.1482 9.3401 3.5579 0.8925 4.7901 0.1892 0.1879 5.7296 1.4172 -#> 197: 93.5803 -5.9131 -2.0522 -4.3675 -0.9476 0.1571 7.2599 3.4241 0.8857 3.8551 0.1886 0.1793 5.4832 1.6006 -#> 198: 93.5703 -5.9980 -2.0550 -4.3578 -0.9519 0.1491 7.0416 3.8805 0.8563 3.7930 0.1882 0.1896 5.4355 1.5402 -#> 199: 93.2909 -5.8288 -2.0532 -4.3605 -0.9518 0.1692 8.3926 3.0173 0.8566 3.8610 0.1902 0.2033 5.5735 1.5647 -#> 200: 93.4049 -5.7474 -2.0447 -4.3548 -0.9517 0.1812 7.4977 2.8256 0.8520 3.8236 0.1897 0.2060 5.5092 1.5699 -#> 201: 93.3386 -5.8209 -2.0398 -4.4174 -0.9597 0.1738 6.3555 3.0871 0.8431 4.3211 0.1853 0.2062 5.5460 1.5925 -#> 202: 93.3397 -5.8313 -2.0387 -4.4364 -0.9580 0.1669 6.0946 3.1018 0.8460 4.5093 0.1821 0.2068 5.6622 1.5740 -#> 203: 93.3071 -5.8276 -2.0384 -4.4758 -0.9571 0.1639 5.7815 3.0575 0.8608 4.9441 0.1826 0.2052 5.6855 1.5570 -#> 204: 93.3138 -5.8477 -2.0368 -4.4714 -0.9541 0.1658 5.7526 3.1322 0.8704 4.9129 0.1816 0.2057 5.6642 1.5606 -#> 205: 93.3066 -5.8537 -2.0395 -4.4842 -0.9521 0.1642 5.6045 3.1633 0.8748 5.0053 0.1805 0.2036 5.6633 1.5550 -#> 206: 93.3042 -5.8790 -2.0453 -4.4977 -0.9501 0.1633 5.7219 3.3320 0.8807 5.1121 0.1793 0.1999 5.6888 1.5413 -#> 207: 93.3281 -5.9005 -2.0504 -4.5109 -0.9480 0.1629 5.8004 3.4696 0.8865 5.2248 0.1789 0.1961 5.7206 1.5357 -#> 208: 93.3437 -5.8972 -2.0569 -4.5200 -0.9452 0.1641 5.7523 3.4604 0.8875 5.2848 0.1787 0.1933 5.7450 1.5288 -#> 209: 93.3265 -5.8864 -2.0628 -4.5092 -0.9440 0.1639 5.5355 3.4138 0.8882 5.1586 0.1791 0.1916 5.7744 1.5283 -#> 210: 93.3087 -5.8812 -2.0671 -4.5004 -0.9426 0.1677 5.3488 3.3975 0.8895 5.0589 0.1798 0.1924 5.7781 1.5307 -#> 211: 93.2807 -5.8760 -2.0703 -4.5009 -0.9413 0.1709 5.2654 3.3770 0.8894 5.0377 0.1805 0.1927 5.7808 1.5282 -#> 212: 93.2815 -5.8637 -2.0711 -4.4955 -0.9409 0.1708 5.3028 3.3250 0.8914 4.9702 0.1819 0.1941 5.7827 1.5274 -#> 213: 93.2828 -5.8481 -2.0709 -4.4895 -0.9396 0.1702 5.3840 3.2614 0.8913 4.9108 0.1826 0.1953 5.7744 1.5301 -#> 214: 93.2645 -5.8422 -2.0704 -4.4882 -0.9384 0.1710 5.3939 3.2358 0.8931 4.8944 0.1828 0.1955 5.7797 1.5351 -#> 215: 93.2591 -5.8519 -2.0709 -4.4858 -0.9380 0.1713 5.5142 3.2959 0.8953 4.8587 0.1822 0.1960 5.7853 1.5369 -#> 216: 93.2595 -5.8523 -2.0715 -4.4827 -0.9376 0.1723 5.5563 3.3077 0.8964 4.8306 0.1817 0.1973 5.7975 1.5396 -#> 217: 93.2503 -5.8512 -2.0732 -4.4737 -0.9373 0.1734 5.5036 3.3182 0.8959 4.7582 0.1817 0.1992 5.7940 1.5365 -#> 218: 93.2345 -5.8463 -2.0749 -4.4639 -0.9372 0.1747 5.5046 3.2959 0.8959 4.6771 0.1817 0.2008 5.7889 1.5340 -#> 219: 93.2264 -5.8439 -2.0757 -4.4549 -0.9364 0.1759 5.4970 3.2802 0.8966 4.6015 0.1819 0.2027 5.7804 1.5321 -#> 220: 93.2259 -5.8464 -2.0758 -4.4493 -0.9363 0.1771 5.4793 3.2944 0.8950 4.5498 0.1823 0.2049 5.7745 1.5344 -#> 221: 93.2243 -5.8505 -2.0768 -4.4443 -0.9367 0.1785 5.5360 3.3132 0.8924 4.5028 0.1829 0.2068 5.7556 1.5329 -#> 222: 93.2385 -5.8603 -2.0776 -4.4371 -0.9376 0.1800 5.5401 3.3878 0.8903 4.4416 0.1834 0.2096 5.7522 1.5317 -#> 223: 93.2339 -5.8634 -2.0780 -4.4309 -0.9377 0.1803 5.5522 3.4132 0.8882 4.3844 0.1838 0.2118 5.7457 1.5323 -#> 224: 93.2379 -5.8686 -2.0778 -4.4262 -0.9374 0.1803 5.5469 3.4421 0.8848 4.3375 0.1842 0.2137 5.7429 1.5323 -#> 225: 93.2329 -5.8654 -2.0784 -4.4222 -0.9373 0.1811 5.5553 3.4255 0.8843 4.2952 0.1848 0.2160 5.7452 1.5295 -#> 226: 93.2330 -5.8621 -2.0789 -4.4182 -0.9366 0.1816 5.5838 3.4123 0.8838 4.2565 0.1858 0.2176 5.7453 1.5284 -#> 227: 93.2309 -5.8549 -2.0794 -4.4153 -0.9365 0.1823 5.6720 3.3787 0.8827 4.2227 0.1866 0.2181 5.7339 1.5287 -#> 228: 93.2248 -5.8556 -2.0794 -4.4116 -0.9372 0.1832 5.7344 3.3780 0.8830 4.1863 0.1873 0.2200 5.7232 1.5308 -#> 229: 93.2215 -5.8615 -2.0798 -4.4081 -0.9373 0.1844 5.8478 3.4087 0.8821 4.1558 0.1878 0.2217 5.7174 1.5283 -#> 230: 93.2122 -5.8646 -2.0807 -4.4053 -0.9372 0.1858 5.8987 3.4233 0.8800 4.1288 0.1881 0.2233 5.7073 1.5272 -#> 231: 93.2080 -5.8665 -2.0816 -4.4025 -0.9372 0.1872 5.9544 3.4381 0.8782 4.1008 0.1883 0.2250 5.7006 1.5283 -#> 232: 93.1921 -5.8677 -2.0829 -4.3997 -0.9370 0.1887 5.9768 3.4440 0.8770 4.0748 0.1883 0.2268 5.7012 1.5261 -#> 233: 93.1794 -5.8674 -2.0840 -4.3972 -0.9363 0.1892 6.0074 3.4397 0.8757 4.0495 0.1884 0.2281 5.6997 1.5235 -#> 234: 93.1623 -5.8677 -2.0853 -4.3959 -0.9358 0.1898 5.9759 3.4442 0.8750 4.0330 0.1887 0.2295 5.7000 1.5223 -#> 235: 93.1499 -5.8709 -2.0862 -4.3918 -0.9356 0.1900 5.9951 3.4709 0.8747 4.0020 0.1891 0.2309 5.7002 1.5219 -#> 236: 93.1408 -5.8764 -2.0875 -4.3879 -0.9349 0.1898 6.0359 3.5027 0.8752 3.9720 0.1895 0.2321 5.7098 1.5196 -#> 237: 93.1307 -5.8766 -2.0887 -4.3843 -0.9344 0.1896 6.0589 3.5108 0.8755 3.9437 0.1900 0.2330 5.7176 1.5174 -#> 238: 93.1233 -5.8767 -2.0889 -4.3806 -0.9341 0.1891 6.0959 3.5158 0.8745 3.9173 0.1907 0.2339 5.7198 1.5169 -#> 239: 93.1245 -5.8810 -2.0889 -4.3775 -0.9337 0.1885 6.1196 3.5614 0.8746 3.8935 0.1915 0.2349 5.7177 1.5172 -#> 240: 93.1180 -5.8836 -2.0893 -4.3745 -0.9332 0.1883 6.1647 3.6004 0.8741 3.8709 0.1921 0.2360 5.7150 1.5192 -#> 241: 93.1096 -5.8838 -2.0898 -4.3714 -0.9327 0.1883 6.2283 3.6196 0.8743 3.8487 0.1927 0.2366 5.7177 1.5202 -#> 242: 93.1058 -5.8804 -2.0912 -4.3684 -0.9320 0.1888 6.2553 3.6018 0.8723 3.8274 0.1933 0.2378 5.7265 1.5198 -#> 243: 93.0953 -5.8762 -2.0924 -4.3668 -0.9315 0.1892 6.2692 3.5785 0.8705 3.8130 0.1940 0.2391 5.7353 1.5205 -#> 244: 93.0840 -5.8758 -2.0928 -4.3658 -0.9310 0.1889 6.2702 3.5746 0.8695 3.8007 0.1947 0.2401 5.7382 1.5205 -#> 245: 93.0720 -5.8795 -2.0933 -4.3647 -0.9306 0.1895 6.3022 3.5971 0.8685 3.7886 0.1953 0.2407 5.7367 1.5192 -#> 246: 93.0626 -5.8798 -2.0933 -4.3637 -0.9301 0.1898 6.2987 3.5992 0.8680 3.7781 0.1957 0.2410 5.7331 1.5184 -#> 247: 93.0526 -5.8805 -2.0934 -4.3610 -0.9298 0.1903 6.3067 3.6060 0.8682 3.7618 0.1963 0.2414 5.7329 1.5189 -#> 248: 93.0481 -5.8780 -2.0933 -4.3583 -0.9296 0.1911 6.3135 3.6007 0.8683 3.7460 0.1967 0.2420 5.7344 1.5191 -#> 249: 93.0483 -5.8762 -2.0933 -4.3558 -0.9294 0.1913 6.3095 3.5961 0.8685 3.7298 0.1970 0.2422 5.7414 1.5179 -#> 250: 93.0520 -5.8768 -2.0931 -4.3538 -0.9292 0.1912 6.2900 3.6003 0.8692 3.7176 0.1973 0.2424 5.7547 1.5148 -#> 251: 93.0430 -5.8769 -2.0930 -4.3516 -0.9291 0.1905 6.2815 3.6041 0.8704 3.7045 0.1975 0.2427 5.7653 1.5123 -#> 252: 93.0300 -5.8743 -2.0928 -4.3490 -0.9291 0.1901 6.2896 3.5885 0.8716 3.6919 0.1978 0.2428 5.7797 1.5106 -#> 253: 93.0217 -5.8740 -2.0926 -4.3468 -0.9289 0.1898 6.3238 3.5875 0.8731 3.6817 0.1981 0.2429 5.7885 1.5102 -#> 254: 93.0147 -5.8729 -2.0924 -4.3439 -0.9289 0.1892 6.3418 3.5857 0.8732 3.6683 0.1980 0.2426 5.7912 1.5102 -#> 255: 93.0144 -5.8743 -2.0922 -4.3407 -0.9290 0.1885 6.3755 3.5933 0.8735 3.6580 0.1979 0.2420 5.7932 1.5086 -#> 256: 93.0136 -5.8778 -2.0919 -4.3376 -0.9290 0.1876 6.3932 3.6240 0.8741 3.6481 0.1980 0.2418 5.7969 1.5066 -#> 257: 93.0116 -5.8792 -2.0917 -4.3345 -0.9291 0.1862 6.4096 3.6459 0.8744 3.6385 0.1980 0.2414 5.7990 1.5065 -#> 258: 93.0084 -5.8812 -2.0913 -4.3319 -0.9290 0.1842 6.4231 3.6686 0.8753 3.6281 0.1980 0.2414 5.8024 1.5050 -#> 259: 93.0090 -5.8866 -2.0909 -4.3293 -0.9287 0.1825 6.4361 3.7063 0.8762 3.6181 0.1981 0.2413 5.8106 1.5030 -#> 260: 93.0067 -5.8911 -2.0902 -4.3265 -0.9283 0.1811 6.4128 3.7384 0.8765 3.6076 0.1981 0.2412 5.8102 1.5026 -#> 261: 93.0060 -5.8933 -2.0894 -4.3237 -0.9284 0.1799 6.4253 3.7604 0.8765 3.5968 0.1981 0.2410 5.8080 1.5026 -#> 262: 93.0051 -5.8934 -2.0884 -4.3208 -0.9285 0.1789 6.4008 3.7597 0.8762 3.5855 0.1981 0.2412 5.8046 1.5020 -#> 263: 93.0019 -5.8945 -2.0875 -4.3182 -0.9287 0.1781 6.3788 3.7644 0.8758 3.5756 0.1982 0.2411 5.8048 1.5023 -#> 264: 93.0021 -5.8959 -2.0870 -4.3158 -0.9293 0.1773 6.3614 3.7682 0.8749 3.5667 0.1983 0.2410 5.8017 1.5021 -#> 265: 93.0053 -5.8989 -2.0866 -4.3130 -0.9296 0.1766 6.3506 3.7814 0.8739 3.5567 0.1982 0.2409 5.7995 1.5018 -#> 266: 93.0061 -5.8992 -2.0864 -4.3104 -0.9300 0.1757 6.3307 3.7730 0.8733 3.5471 0.1982 0.2408 5.7994 1.5012 -#> 267: 93.0098 -5.9009 -2.0861 -4.3077 -0.9302 0.1749 6.3326 3.7738 0.8730 3.5388 0.1983 0.2407 5.7964 1.5004 -#> 268: 93.0144 -5.9000 -2.0853 -4.3054 -0.9304 0.1740 6.3487 3.7623 0.8729 3.5290 0.1985 0.2405 5.7897 1.5014 -#> 269: 93.0146 -5.8984 -2.0847 -4.3032 -0.9306 0.1731 6.3716 3.7485 0.8735 3.5197 0.1985 0.2402 5.7867 1.5016 -#> 270: 93.0159 -5.8950 -2.0842 -4.3013 -0.9307 0.1722 6.3630 3.7266 0.8743 3.5098 0.1986 0.2400 5.7837 1.5016 -#> 271: 93.0161 -5.8925 -2.0837 -4.2995 -0.9309 0.1715 6.3539 3.7068 0.8744 3.5001 0.1986 0.2400 5.7843 1.5020 -#> 272: 93.0195 -5.8919 -2.0837 -4.2977 -0.9314 0.1710 6.3430 3.6964 0.8744 3.4922 0.1985 0.2400 5.7859 1.5031 -#> 273: 93.0184 -5.8923 -2.0837 -4.2961 -0.9318 0.1705 6.3531 3.6914 0.8743 3.4854 0.1984 0.2402 5.7880 1.5030 -#> 274: 93.0178 -5.8927 -2.0834 -4.2951 -0.9320 0.1701 6.3818 3.6865 0.8749 3.4824 0.1984 0.2403 5.7928 1.5020 -#> 275: 93.0204 -5.8937 -2.0833 -4.2942 -0.9324 0.1700 6.3961 3.6842 0.8754 3.4790 0.1984 0.2402 5.7949 1.5011 -#> 276: 93.0228 -5.8958 -2.0833 -4.2932 -0.9327 0.1699 6.3965 3.6870 0.8760 3.4752 0.1984 0.2402 5.7934 1.5002 -#> 277: 93.0251 -5.9000 -2.0833 -4.2921 -0.9329 0.1695 6.4076 3.7032 0.8766 3.4712 0.1985 0.2400 5.7979 1.4989 -#> 278: 93.0297 -5.9021 -2.0833 -4.2912 -0.9331 0.1690 6.4279 3.7073 0.8771 3.4671 0.1986 0.2399 5.7978 1.4981 -#> 279: 93.0273 -5.9021 -2.0832 -4.2902 -0.9332 0.1684 6.4349 3.7003 0.8779 3.4622 0.1988 0.2400 5.7993 1.4972 -#> 280: 93.0236 -5.9030 -2.0831 -4.2892 -0.9334 0.1674 6.4776 3.6986 0.8787 3.4576 0.1990 0.2401 5.8026 1.4963 -#> 281: 93.0172 -5.9037 -2.0829 -4.2881 -0.9337 0.1665 6.4942 3.6984 0.8797 3.4536 0.1992 0.2402 5.8056 1.4955 -#> 282: 93.0147 -5.9055 -2.0827 -4.2872 -0.9339 0.1656 6.4861 3.7031 0.8810 3.4492 0.1992 0.2403 5.8107 1.4954 -#> 283: 93.0138 -5.9053 -2.0824 -4.2865 -0.9341 0.1646 6.4962 3.6967 0.8822 3.4451 0.1993 0.2406 5.8142 1.4959 -#> 284: 93.0132 -5.9067 -2.0821 -4.2864 -0.9343 0.1636 6.5021 3.7013 0.8838 3.4437 0.1993 0.2406 5.8146 1.4955 -#> 285: 93.0138 -5.9081 -2.0819 -4.2859 -0.9343 0.1628 6.5037 3.7043 0.8851 3.4406 0.1994 0.2406 5.8146 1.4945 -#> 286: 93.0119 -5.9086 -2.0815 -4.2858 -0.9342 0.1620 6.5068 3.7037 0.8864 3.4395 0.1994 0.2404 5.8133 1.4936 -#> 287: 93.0122 -5.9089 -2.0813 -4.2860 -0.9342 0.1614 6.5202 3.7044 0.8872 3.4399 0.1997 0.2401 5.8096 1.4929 -#> 288: 93.0104 -5.9083 -2.0812 -4.2858 -0.9342 0.1609 6.5237 3.6997 0.8876 3.4376 0.1999 0.2398 5.8041 1.4924 -#> 289: 93.0076 -5.9066 -2.0812 -4.2854 -0.9342 0.1604 6.5121 3.6893 0.8881 3.4342 0.1999 0.2394 5.8021 1.4922 -#> 290: 93.0064 -5.9052 -2.0813 -4.2851 -0.9343 0.1602 6.5106 3.6772 0.8886 3.4309 0.2000 0.2389 5.7988 1.4915 -#> 291: 93.0071 -5.9031 -2.0813 -4.2849 -0.9345 0.1601 6.5031 3.6628 0.8891 3.4284 0.2000 0.2384 5.7959 1.4908 -#> 292: 93.0114 -5.9023 -2.0809 -4.2841 -0.9346 0.1594 6.4930 3.6538 0.8894 3.4237 0.2001 0.2383 5.7923 1.4902 -#> 293: 93.0148 -5.9032 -2.0807 -4.2834 -0.9348 0.1589 6.4836 3.6542 0.8898 3.4206 0.2002 0.2380 5.7893 1.4893 -#> 294: 93.0161 -5.9026 -2.0806 -4.2826 -0.9349 0.1582 6.4719 3.6469 0.8901 3.4176 0.2005 0.2375 5.7898 1.4886 -#> 295: 93.0212 -5.9008 -2.0806 -4.2817 -0.9350 0.1576 6.4649 3.6372 0.8904 3.4145 0.2007 0.2370 5.7885 1.4890 -#> 296: 93.0270 -5.8989 -2.0805 -4.2809 -0.9351 0.1569 6.4835 3.6279 0.8911 3.4124 0.2010 0.2366 5.7886 1.4884 -#> 297: 93.0291 -5.8969 -2.0803 -4.2800 -0.9352 0.1560 6.5014 3.6177 0.8915 3.4094 0.2012 0.2364 5.7873 1.4880 -#> 298: 93.0332 -5.8963 -2.0801 -4.2790 -0.9352 0.1551 6.5168 3.6111 0.8919 3.4065 0.2014 0.2361 5.7855 1.4875 -#> 299: 93.0339 -5.8961 -2.0799 -4.2782 -0.9352 0.1542 6.5288 3.6081 0.8927 3.4038 0.2015 0.2358 5.7844 1.4869 -#> 300: 93.0335 -5.8971 -2.0797 -4.2772 -0.9351 0.1533 6.5409 3.6097 0.8937 3.4009 0.2017 0.2356 5.7844 1.4859 -#> 301: 93.0320 -5.8979 -2.0796 -4.2762 -0.9350 0.1522 6.5553 3.6126 0.8945 3.3977 0.2020 0.2354 5.7898 1.4847 -#> 302: 93.0321 -5.8997 -2.0795 -4.2751 -0.9351 0.1513 6.5737 3.6195 0.8956 3.3943 0.2023 0.2351 5.7917 1.4835 -#> 303: 93.0328 -5.8984 -2.0792 -4.2739 -0.9351 0.1504 6.5888 3.6111 0.8964 3.3912 0.2025 0.2350 5.7915 1.4825 -#> 304: 93.0357 -5.8969 -2.0790 -4.2728 -0.9350 0.1494 6.5907 3.6018 0.8975 3.3882 0.2026 0.2348 5.7929 1.4813 -#> 305: 93.0351 -5.8953 -2.0786 -4.2718 -0.9349 0.1484 6.5764 3.5916 0.8986 3.3858 0.2027 0.2345 5.7937 1.4816 -#> 306: 93.0352 -5.8950 -2.0784 -4.2707 -0.9350 0.1475 6.5727 3.5890 0.8999 3.3835 0.2028 0.2341 5.7981 1.4810 -#> 307: 93.0354 -5.8947 -2.0784 -4.2699 -0.9351 0.1466 6.5759 3.5853 0.9010 3.3820 0.2030 0.2339 5.8028 1.4799 -#> 308: 93.0336 -5.8938 -2.0783 -4.2690 -0.9351 0.1459 6.5855 3.5776 0.9022 3.3809 0.2031 0.2333 5.8014 1.4788 -#> 309: 93.0311 -5.8931 -2.0780 -4.2683 -0.9351 0.1452 6.5799 3.5717 0.9038 3.3805 0.2033 0.2328 5.8048 1.4779 -#> 310: 93.0303 -5.8915 -2.0778 -4.2675 -0.9352 0.1447 6.5716 3.5609 0.9046 3.3797 0.2033 0.2323 5.8060 1.4774 -#> 311: 93.0275 -5.8915 -2.0776 -4.2668 -0.9352 0.1441 6.5679 3.5581 0.9052 3.3788 0.2034 0.2319 5.8056 1.4770 -#> 312: 93.0258 -5.8920 -2.0775 -4.2659 -0.9352 0.1435 6.5573 3.5571 0.9058 3.3775 0.2033 0.2314 5.8053 1.4766 -#> 313: 93.0234 -5.8928 -2.0773 -4.2649 -0.9353 0.1431 6.5510 3.5573 0.9065 3.3761 0.2033 0.2309 5.8046 1.4757 -#> 314: 93.0237 -5.8937 -2.0771 -4.2639 -0.9355 0.1425 6.5488 3.5578 0.9074 3.3747 0.2033 0.2303 5.8029 1.4751 -#> 315: 93.0237 -5.8940 -2.0769 -4.2629 -0.9357 0.1420 6.5480 3.5565 0.9081 3.3730 0.2034 0.2299 5.8010 1.4746 -#> 316: 93.0218 -5.8936 -2.0767 -4.2617 -0.9358 0.1413 6.5424 3.5517 0.9087 3.3705 0.2034 0.2296 5.7992 1.4741 -#> 317: 93.0218 -5.8932 -2.0766 -4.2606 -0.9359 0.1406 6.5576 3.5474 0.9091 3.3679 0.2034 0.2292 5.7965 1.4736 -#> 318: 93.0215 -5.8927 -2.0765 -4.2597 -0.9361 0.1402 6.5884 3.5420 0.9096 3.3661 0.2034 0.2288 5.7960 1.4727 -#> 319: 93.0201 -5.8938 -2.0764 -4.2588 -0.9361 0.1397 6.6095 3.5439 0.9101 3.3642 0.2034 0.2283 5.7943 1.4719 -#> 320: 93.0188 -5.8926 -2.0763 -4.2579 -0.9361 0.1392 6.6170 3.5368 0.9103 3.3622 0.2034 0.2282 5.7930 1.4711 -#> 321: 93.0155 -5.8908 -2.0762 -4.2569 -0.9361 0.1385 6.6328 3.5268 0.9105 3.3598 0.2033 0.2282 5.7921 1.4702 -#> 322: 93.0133 -5.8894 -2.0760 -4.2561 -0.9360 0.1378 6.6415 3.5192 0.9110 3.3580 0.2032 0.2282 5.7903 1.4698 -#> 323: 93.0089 -5.8888 -2.0759 -4.2555 -0.9360 0.1372 6.6480 3.5131 0.9107 3.3563 0.2031 0.2285 5.7915 1.4691 -#> 324: 93.0038 -5.8881 -2.0758 -4.2547 -0.9359 0.1364 6.6639 3.5076 0.9106 3.3547 0.2029 0.2287 5.7912 1.4687 -#> 325: 93.0011 -5.8871 -2.0756 -4.2540 -0.9359 0.1361 6.6587 3.5005 0.9102 3.3531 0.2028 0.2289 5.7896 1.4686 -#> 326: 93.0033 -5.8874 -2.0755 -4.2535 -0.9360 0.1360 6.6621 3.4995 0.9098 3.3510 0.2026 0.2294 5.7883 1.4686 -#> 327: 93.0039 -5.8885 -2.0754 -4.2532 -0.9361 0.1359 6.6589 3.5051 0.9093 3.3497 0.2025 0.2297 5.7869 1.4687 -#> 328: 93.0061 -5.8896 -2.0753 -4.2529 -0.9362 0.1355 6.6671 3.5132 0.9088 3.3484 0.2024 0.2299 5.7854 1.4687 -#> 329: 93.0077 -5.8915 -2.0755 -4.2525 -0.9363 0.1352 6.6719 3.5255 0.9085 3.3464 0.2024 0.2301 5.7850 1.4682 -#> 330: 93.0061 -5.8942 -2.0757 -4.2518 -0.9365 0.1351 6.6696 3.5399 0.9083 3.3438 0.2023 0.2302 5.7840 1.4680 -#> 331: 93.0032 -5.8953 -2.0759 -4.2513 -0.9366 0.1348 6.6554 3.5433 0.9080 3.3411 0.2022 0.2302 5.7839 1.4677 -#> 332: 93.0013 -5.8956 -2.0761 -4.2507 -0.9367 0.1347 6.6298 3.5423 0.9079 3.3385 0.2021 0.2302 5.7851 1.4672 -#> 333: 93.0026 -5.8950 -2.0764 -4.2502 -0.9368 0.1346 6.6207 3.5365 0.9078 3.3357 0.2021 0.2303 5.7849 1.4667 -#> 334: 93.0019 -5.8933 -2.0767 -4.2497 -0.9369 0.1348 6.6145 3.5259 0.9077 3.3330 0.2021 0.2302 5.7856 1.4662 -#> 335: 93.0038 -5.8930 -2.0768 -4.2492 -0.9370 0.1348 6.6200 3.5227 0.9078 3.3307 0.2020 0.2303 5.7845 1.4654 -#> 336: 93.0038 -5.8923 -2.0765 -4.2488 -0.9371 0.1348 6.6316 3.5180 0.9081 3.3291 0.2019 0.2304 5.7837 1.4654 -#> 337: 93.0074 -5.8927 -2.0764 -4.2485 -0.9373 0.1349 6.6509 3.5187 0.9083 3.3275 0.2018 0.2304 5.7808 1.4655 -#> 338: 93.0117 -5.8950 -2.0761 -4.2483 -0.9377 0.1349 6.6559 3.5291 0.9087 3.3263 0.2018 0.2303 5.7770 1.4657 -#> 339: 93.0172 -5.8960 -2.0759 -4.2482 -0.9380 0.1349 6.6610 3.5304 0.9090 3.3260 0.2017 0.2302 5.7744 1.4657 -#> 340: 93.0179 -5.8977 -2.0757 -4.2481 -0.9383 0.1349 6.6583 3.5340 0.9093 3.3263 0.2017 0.2301 5.7749 1.4650 -#> 341: 93.0201 -5.8986 -2.0755 -4.2484 -0.9386 0.1348 6.6603 3.5337 0.9092 3.3283 0.2018 0.2300 5.7738 1.4650 -#> 342: 93.0245 -5.8990 -2.0752 -4.2484 -0.9389 0.1348 6.6680 3.5324 0.9093 3.3297 0.2018 0.2300 5.7727 1.4649 -#> 343: 93.0302 -5.9006 -2.0751 -4.2484 -0.9391 0.1347 6.6715 3.5367 0.9093 3.3313 0.2017 0.2300 5.7729 1.4645 -#> 344: 93.0340 -5.9026 -2.0749 -4.2484 -0.9394 0.1346 6.6793 3.5438 0.9093 3.3326 0.2017 0.2301 5.7709 1.4646 -#> 345: 93.0372 -5.9049 -2.0746 -4.2484 -0.9397 0.1347 6.6874 3.5515 0.9090 3.3340 0.2017 0.2301 5.7688 1.4648 -#> 346: 93.0372 -5.9063 -2.0743 -4.2483 -0.9399 0.1348 6.6963 3.5592 0.9090 3.3348 0.2018 0.2299 5.7680 1.4656 -#> 347: 93.0383 -5.9075 -2.0742 -4.2481 -0.9402 0.1350 6.7101 3.5658 0.9093 3.3353 0.2018 0.2299 5.7672 1.4649 -#> 348: 93.0412 -5.9084 -2.0742 -4.2479 -0.9405 0.1351 6.7183 3.5707 0.9095 3.3356 0.2019 0.2297 5.7657 1.4645 -#> 349: 93.0436 -5.9097 -2.0742 -4.2477 -0.9407 0.1351 6.7143 3.5783 0.9098 3.3359 0.2019 0.2295 5.7646 1.4643 -#> 350: 93.0476 -5.9105 -2.0742 -4.2474 -0.9409 0.1351 6.7239 3.5808 0.9100 3.3354 0.2019 0.2294 5.7628 1.4639 -#> 351: 93.0506 -5.9113 -2.0741 -4.2473 -0.9411 0.1352 6.7270 3.5825 0.9103 3.3356 0.2019 0.2292 5.7604 1.4637 -#> 352: 93.0529 -5.9127 -2.0740 -4.2471 -0.9413 0.1353 6.7312 3.5886 0.9107 3.3358 0.2019 0.2290 5.7594 1.4634 -#> 353: 93.0580 -5.9139 -2.0739 -4.2470 -0.9415 0.1354 6.7315 3.5922 0.9111 3.3357 0.2019 0.2288 5.7571 1.4636 -#> 354: 93.0639 -5.9129 -2.0738 -4.2468 -0.9417 0.1354 6.7390 3.5876 0.9112 3.3356 0.2018 0.2286 5.7541 1.4642 -#> 355: 93.0671 -5.9131 -2.0737 -4.2467 -0.9417 0.1353 6.7348 3.5906 0.9113 3.3354 0.2017 0.2284 5.7520 1.4648 -#> 356: 93.0682 -5.9134 -2.0737 -4.2465 -0.9418 0.1352 6.7329 3.5962 0.9113 3.3353 0.2017 0.2283 5.7505 1.4649 -#> 357: 93.0698 -5.9128 -2.0738 -4.2471 -0.9418 0.1354 6.7397 3.5933 0.9115 3.3388 0.2016 0.2280 5.7512 1.4651 -#> 358: 93.0709 -5.9129 -2.0740 -4.2475 -0.9419 0.1355 6.7379 3.5915 0.9119 3.3416 0.2016 0.2278 5.7526 1.4644 -#> 359: 93.0718 -5.9128 -2.0742 -4.2478 -0.9419 0.1358 6.7428 3.5886 0.9123 3.3432 0.2015 0.2275 5.7516 1.4641 -#> 360: 93.0693 -5.9136 -2.0743 -4.2481 -0.9419 0.1360 6.7385 3.5930 0.9125 3.3443 0.2015 0.2272 5.7511 1.4636 -#> 361: 93.0674 -5.9148 -2.0744 -4.2484 -0.9419 0.1361 6.7230 3.6002 0.9127 3.3458 0.2015 0.2270 5.7514 1.4634 -#> 362: 93.0660 -5.9168 -2.0745 -4.2486 -0.9420 0.1361 6.7313 3.6117 0.9130 3.3473 0.2014 0.2270 5.7506 1.4636 -#> 363: 93.0635 -5.9196 -2.0746 -4.2490 -0.9421 0.1360 6.7388 3.6275 0.9132 3.3500 0.2014 0.2269 5.7493 1.4636 -#> 364: 93.0631 -5.9210 -2.0747 -4.2497 -0.9421 0.1361 6.7383 3.6323 0.9135 3.3548 0.2015 0.2268 5.7483 1.4634 -#> 365: 93.0635 -5.9219 -2.0747 -4.2504 -0.9421 0.1361 6.7402 3.6341 0.9137 3.3590 0.2015 0.2268 5.7461 1.4635 -#> 366: 93.0640 -5.9232 -2.0746 -4.2511 -0.9422 0.1362 6.7477 3.6409 0.9142 3.3624 0.2015 0.2267 5.7451 1.4641 -#> 367: 93.0616 -5.9247 -2.0746 -4.2518 -0.9422 0.1364 6.7557 3.6473 0.9148 3.3653 0.2015 0.2269 5.7472 1.4640 -#> 368: 93.0601 -5.9247 -2.0746 -4.2522 -0.9422 0.1366 6.7632 3.6452 0.9150 3.3678 0.2015 0.2270 5.7482 1.4639 -#> 369: 93.0583 -5.9240 -2.0748 -4.2527 -0.9423 0.1369 6.7737 3.6395 0.9148 3.3695 0.2015 0.2273 5.7499 1.4636 -#> 370: 93.0591 -5.9236 -2.0752 -4.2532 -0.9423 0.1373 6.7721 3.6352 0.9145 3.3718 0.2015 0.2276 5.7513 1.4636 -#> 371: 93.0607 -5.9235 -2.0755 -4.2540 -0.9424 0.1378 6.7682 3.6330 0.9143 3.3754 0.2015 0.2280 5.7535 1.4635 -#> 372: 93.0615 -5.9229 -2.0759 -4.2549 -0.9424 0.1382 6.7640 3.6288 0.9142 3.3795 0.2014 0.2284 5.7553 1.4633 -#> 373: 93.0612 -5.9237 -2.0763 -4.2557 -0.9424 0.1385 6.7641 3.6327 0.9140 3.3832 0.2012 0.2288 5.7570 1.4629 -#> 374: 93.0611 -5.9240 -2.0766 -4.2565 -0.9424 0.1389 6.7701 3.6341 0.9137 3.3872 0.2011 0.2293 5.7599 1.4625 -#> 375: 93.0615 -5.9247 -2.0770 -4.2573 -0.9424 0.1393 6.7729 3.6362 0.9134 3.3912 0.2009 0.2296 5.7629 1.4620 -#> 376: 93.0621 -5.9248 -2.0772 -4.2578 -0.9425 0.1397 6.7732 3.6371 0.9132 3.3931 0.2008 0.2298 5.7654 1.4613 -#> 377: 93.0622 -5.9255 -2.0774 -4.2582 -0.9426 0.1401 6.7681 3.6389 0.9130 3.3953 0.2007 0.2300 5.7678 1.4607 -#> 378: 93.0609 -5.9256 -2.0775 -4.2585 -0.9426 0.1402 6.7705 3.6381 0.9128 3.3972 0.2006 0.2301 5.7673 1.4602 -#> 379: 93.0590 -5.9262 -2.0776 -4.2589 -0.9426 0.1404 6.7777 3.6382 0.9127 3.3991 0.2005 0.2303 5.7668 1.4599 -#> 380: 93.0607 -5.9258 -2.0777 -4.2595 -0.9427 0.1407 6.7836 3.6350 0.9127 3.4031 0.2004 0.2305 5.7665 1.4598 -#> 381: 93.0617 -5.9251 -2.0777 -4.2596 -0.9427 0.1410 6.7880 3.6294 0.9125 3.4030 0.2003 0.2307 5.7651 1.4601 -#> 382: 93.0631 -5.9252 -2.0777 -4.2599 -0.9428 0.1413 6.7912 3.6278 0.9123 3.4038 0.2002 0.2310 5.7649 1.4606 -#> 383: 93.0621 -5.9253 -2.0778 -4.2602 -0.9429 0.1415 6.7834 3.6279 0.9119 3.4053 0.2000 0.2312 5.7657 1.4607 -#> 384: 93.0614 -5.9254 -2.0779 -4.2604 -0.9430 0.1416 6.7853 3.6280 0.9115 3.4066 0.1999 0.2313 5.7662 1.4608 -#> 385: 93.0613 -5.9259 -2.0780 -4.2605 -0.9430 0.1418 6.7757 3.6301 0.9112 3.4066 0.1997 0.2315 5.7678 1.4609 -#> 386: 93.0614 -5.9264 -2.0780 -4.2607 -0.9431 0.1418 6.7610 3.6331 0.9110 3.4073 0.1995 0.2317 5.7696 1.4612 -#> 387: 93.0631 -5.9276 -2.0780 -4.2610 -0.9432 0.1420 6.7595 3.6397 0.9108 3.4085 0.1993 0.2318 5.7716 1.4612 -#> 388: 93.0650 -5.9282 -2.0779 -4.2613 -0.9433 0.1421 6.7552 3.6445 0.9106 3.4092 0.1992 0.2318 5.7731 1.4612 -#> 389: 93.0644 -5.9286 -2.0779 -4.2616 -0.9434 0.1422 6.7488 3.6471 0.9104 3.4098 0.1991 0.2317 5.7724 1.4614 -#> 390: 93.0653 -5.9297 -2.0778 -4.2619 -0.9435 0.1423 6.7412 3.6524 0.9101 3.4103 0.1990 0.2317 5.7722 1.4615 -#> 391: 93.0647 -5.9297 -2.0778 -4.2623 -0.9435 0.1425 6.7508 3.6524 0.9101 3.4115 0.1989 0.2317 5.7729 1.4621 -#> 392: 93.0637 -5.9293 -2.0778 -4.2624 -0.9436 0.1427 6.7572 3.6498 0.9102 3.4109 0.1988 0.2317 5.7727 1.4623 -#> 393: 93.0657 -5.9294 -2.0778 -4.2632 -0.9436 0.1429 6.7607 3.6496 0.9104 3.4148 0.1987 0.2318 5.7719 1.4621 -#> 394: 93.0689 -5.9293 -2.0779 -4.2635 -0.9438 0.1431 6.7635 3.6489 0.9108 3.4141 0.1987 0.2318 5.7724 1.4623 -#> 395: 93.0705 -5.9295 -2.0780 -4.2640 -0.9438 0.1433 6.7753 3.6500 0.9110 3.4145 0.1986 0.2319 5.7724 1.4622 -#> 396: 93.0704 -5.9296 -2.0780 -4.2648 -0.9438 0.1435 6.7793 3.6511 0.9112 3.4175 0.1985 0.2319 5.7720 1.4618 -#> 397: 93.0715 -5.9302 -2.0781 -4.2656 -0.9438 0.1437 6.7782 3.6530 0.9114 3.4206 0.1985 0.2320 5.7706 1.4617 -#> 398: 93.0719 -5.9297 -2.0781 -4.2666 -0.9438 0.1439 6.7774 3.6510 0.9120 3.4258 0.1984 0.2319 5.7709 1.4616 -#> 399: 93.0720 -5.9296 -2.0781 -4.2678 -0.9438 0.1441 6.7819 3.6526 0.9126 3.4317 0.1984 0.2319 5.7717 1.4615 -#> 400: 93.0730 -5.9296 -2.0783 -4.2691 -0.9438 0.1443 6.7786 3.6538 0.9129 3.4389 0.1983 0.2319 5.7716 1.4614 -#> 401: 93.0728 -5.9292 -2.0783 -4.2706 -0.9437 0.1445 6.7731 3.6521 0.9133 3.4478 0.1982 0.2319 5.7701 1.4615 -#> 402: 93.0732 -5.9289 -2.0784 -4.2718 -0.9438 0.1447 6.7698 3.6517 0.9137 3.4542 0.1981 0.2319 5.7689 1.4618 -#> 403: 93.0732 -5.9301 -2.0785 -4.2730 -0.9438 0.1450 6.7640 3.6576 0.9142 3.4593 0.1980 0.2320 5.7693 1.4615 -#> 404: 93.0710 -5.9316 -2.0787 -4.2740 -0.9439 0.1453 6.7544 3.6647 0.9147 3.4644 0.1979 0.2320 5.7708 1.4611 -#> 405: 93.0687 -5.9322 -2.0788 -4.2750 -0.9440 0.1454 6.7547 3.6663 0.9153 3.4693 0.1978 0.2322 5.7714 1.4608 -#> 406: 93.0673 -5.9337 -2.0789 -4.2760 -0.9440 0.1456 6.7563 3.6726 0.9163 3.4742 0.1977 0.2324 5.7718 1.4603 -#> 407: 93.0653 -5.9345 -2.0791 -4.2769 -0.9440 0.1456 6.7601 3.6756 0.9169 3.4786 0.1976 0.2327 5.7732 1.4598 -#> 408: 93.0640 -5.9357 -2.0793 -4.2779 -0.9440 0.1455 6.7547 3.6821 0.9177 3.4838 0.1974 0.2329 5.7751 1.4592 -#> 409: 93.0646 -5.9371 -2.0795 -4.2784 -0.9440 0.1456 6.7486 3.6915 0.9184 3.4863 0.1973 0.2330 5.7766 1.4588 -#> 410: 93.0639 -5.9391 -2.0797 -4.2791 -0.9441 0.1457 6.7523 3.7048 0.9192 3.4889 0.1972 0.2329 5.7770 1.4582 -#> 411: 93.0628 -5.9401 -2.0799 -4.2799 -0.9442 0.1457 6.7529 3.7113 0.9199 3.4929 0.1972 0.2329 5.7761 1.4580 -#> 412: 93.0620 -5.9402 -2.0801 -4.2808 -0.9443 0.1458 6.7502 3.7099 0.9207 3.4972 0.1971 0.2328 5.7767 1.4577 -#> 413: 93.0628 -5.9403 -2.0804 -4.2816 -0.9443 0.1461 6.7466 3.7091 0.9214 3.5007 0.1970 0.2326 5.7771 1.4572 -#> 414: 93.0627 -5.9405 -2.0807 -4.2825 -0.9443 0.1463 6.7480 3.7089 0.9221 3.5048 0.1969 0.2325 5.7774 1.4567 -#> 415: 93.0614 -5.9402 -2.0810 -4.2836 -0.9443 0.1465 6.7474 3.7066 0.9226 3.5098 0.1969 0.2323 5.7780 1.4564 -#> 416: 93.0610 -5.9408 -2.0813 -4.2848 -0.9443 0.1469 6.7544 3.7116 0.9229 3.5157 0.1968 0.2321 5.7786 1.4559 -#> 417: 93.0601 -5.9413 -2.0815 -4.2860 -0.9443 0.1471 6.7592 3.7158 0.9234 3.5206 0.1967 0.2319 5.7793 1.4556 -#> 418: 93.0606 -5.9424 -2.0817 -4.2868 -0.9444 0.1473 6.7589 3.7214 0.9238 3.5237 0.1966 0.2318 5.7787 1.4553 -#> 419: 93.0605 -5.9433 -2.0818 -4.2877 -0.9444 0.1476 6.7641 3.7253 0.9242 3.5274 0.1965 0.2316 5.7780 1.4552 -#> 420: 93.0623 -5.9427 -2.0819 -4.2886 -0.9445 0.1478 6.7593 3.7216 0.9246 3.5310 0.1965 0.2314 5.7772 1.4551 -#> 421: 93.0630 -5.9418 -2.0819 -4.2895 -0.9445 0.1480 6.7489 3.7166 0.9250 3.5337 0.1964 0.2312 5.7764 1.4552 -#> 422: 93.0626 -5.9410 -2.0820 -4.2900 -0.9445 0.1482 6.7452 3.7124 0.9253 3.5350 0.1963 0.2311 5.7758 1.4549 -#> 423: 93.0629 -5.9407 -2.0822 -4.2906 -0.9446 0.1484 6.7409 3.7095 0.9256 3.5360 0.1963 0.2309 5.7753 1.4546 -#> 424: 93.0637 -5.9404 -2.0821 -4.2912 -0.9446 0.1485 6.7387 3.7073 0.9258 3.5370 0.1962 0.2308 5.7733 1.4546 -#> 425: 93.0625 -5.9402 -2.0821 -4.2917 -0.9447 0.1486 6.7330 3.7061 0.9258 3.5381 0.1961 0.2306 5.7722 1.4548 -#> 426: 93.0624 -5.9399 -2.0820 -4.2921 -0.9447 0.1487 6.7256 3.7034 0.9259 3.5387 0.1961 0.2304 5.7719 1.4545 -#> 427: 93.0606 -5.9397 -2.0821 -4.2925 -0.9447 0.1488 6.7139 3.7010 0.9257 3.5394 0.1961 0.2301 5.7730 1.4545 -#> 428: 93.0601 -5.9394 -2.0822 -4.2929 -0.9447 0.1489 6.7062 3.6984 0.9256 3.5405 0.1961 0.2298 5.7723 1.4543 -#> 429: 93.0615 -5.9391 -2.0821 -4.2933 -0.9447 0.1490 6.7040 3.6956 0.9254 3.5412 0.1960 0.2297 5.7714 1.4544 -#> 430: 93.0654 -5.9389 -2.0820 -4.2934 -0.9448 0.1491 6.7016 3.6934 0.9253 3.5412 0.1960 0.2295 5.7710 1.4546 -#> 431: 93.0674 -5.9392 -2.0819 -4.2936 -0.9449 0.1491 6.6946 3.6935 0.9252 3.5414 0.1960 0.2294 5.7699 1.4547 -#> 432: 93.0683 -5.9401 -2.0818 -4.2938 -0.9450 0.1491 6.6895 3.6960 0.9250 3.5417 0.1961 0.2292 5.7687 1.4549 -#> 433: 93.0693 -5.9411 -2.0815 -4.2942 -0.9451 0.1491 6.6826 3.7003 0.9254 3.5433 0.1961 0.2291 5.7679 1.4549 -#> 434: 93.0720 -5.9410 -2.0813 -4.2945 -0.9452 0.1491 6.6842 3.6998 0.9258 3.5440 0.1960 0.2290 5.7662 1.4548 -#> 435: 93.0735 -5.9417 -2.0811 -4.2947 -0.9453 0.1490 6.6907 3.7029 0.9261 3.5446 0.1960 0.2290 5.7651 1.4548 -#> 436: 93.0752 -5.9430 -2.0809 -4.2949 -0.9454 0.1489 6.6939 3.7083 0.9266 3.5459 0.1959 0.2290 5.7638 1.4547 -#> 437: 93.0774 -5.9442 -2.0807 -4.2952 -0.9455 0.1487 6.7016 3.7147 0.9270 3.5474 0.1960 0.2290 5.7624 1.4550 -#> 438: 93.0795 -5.9453 -2.0805 -4.2954 -0.9456 0.1485 6.7089 3.7212 0.9275 3.5491 0.1959 0.2291 5.7614 1.4551 -#> 439: 93.0816 -5.9467 -2.0802 -4.2956 -0.9457 0.1484 6.7230 3.7291 0.9281 3.5503 0.1959 0.2293 5.7616 1.4551 -#> 440: 93.0834 -5.9475 -2.0800 -4.2957 -0.9458 0.1480 6.7306 3.7340 0.9287 3.5512 0.1960 0.2295 5.7631 1.4551 -#> 441: 93.0855 -5.9480 -2.0797 -4.2961 -0.9459 0.1478 6.7436 3.7373 0.9292 3.5534 0.1960 0.2299 5.7642 1.4553 -#> 442: 93.0885 -5.9488 -2.0793 -4.2963 -0.9460 0.1474 6.7533 3.7419 0.9297 3.5546 0.1960 0.2304 5.7630 1.4554 -#> 443: 93.0907 -5.9497 -2.0789 -4.2967 -0.9461 0.1471 6.7641 3.7469 0.9304 3.5570 0.1960 0.2308 5.7616 1.4554 -#> 444: 93.0905 -5.9504 -2.0785 -4.2972 -0.9462 0.1467 6.7570 3.7486 0.9312 3.5601 0.1960 0.2311 5.7604 1.4553 -#> 445: 93.0903 -5.9515 -2.0782 -4.2977 -0.9462 0.1462 6.7547 3.7543 0.9319 3.5635 0.1960 0.2314 5.7595 1.4550 -#> 446: 93.0902 -5.9530 -2.0778 -4.2982 -0.9462 0.1459 6.7562 3.7615 0.9325 3.5664 0.1960 0.2316 5.7580 1.4548 -#> 447: 93.0905 -5.9541 -2.0775 -4.2990 -0.9463 0.1455 6.7639 3.7668 0.9333 3.5719 0.1960 0.2318 5.7574 1.4543 -#> 448: 93.0912 -5.9555 -2.0772 -4.2999 -0.9463 0.1452 6.7671 3.7736 0.9340 3.5783 0.1960 0.2322 5.7572 1.4540 -#> 449: 93.0918 -5.9570 -2.0769 -4.3004 -0.9464 0.1448 6.7824 3.7802 0.9345 3.5809 0.1960 0.2326 5.7561 1.4537 -#> 450: 93.0901 -5.9579 -2.0766 -4.3011 -0.9464 0.1444 6.7866 3.7829 0.9351 3.5853 0.1959 0.2329 5.7551 1.4536 -#> 451: 93.0899 -5.9594 -2.0763 -4.3016 -0.9465 0.1439 6.7875 3.7896 0.9356 3.5888 0.1959 0.2332 5.7550 1.4537 -#> 452: 93.0902 -5.9603 -2.0759 -4.3023 -0.9465 0.1435 6.7953 3.7926 0.9363 3.5927 0.1958 0.2335 5.7537 1.4538 -#> 453: 93.0906 -5.9615 -2.0755 -4.3026 -0.9465 0.1430 6.7996 3.7982 0.9372 3.5950 0.1958 0.2338 5.7531 1.4539 -#> 454: 93.0909 -5.9614 -2.0751 -4.3029 -0.9465 0.1425 6.8016 3.7969 0.9381 3.5976 0.1958 0.2340 5.7532 1.4540 -#> 455: 93.0909 -5.9610 -2.0749 -4.3035 -0.9464 0.1420 6.8022 3.7940 0.9391 3.6022 0.1957 0.2342 5.7532 1.4539 -#> 456: 93.0916 -5.9600 -2.0746 -4.3045 -0.9463 0.1416 6.7942 3.7893 0.9398 3.6104 0.1957 0.2344 5.7540 1.4537 -#> 457: 93.0905 -5.9595 -2.0744 -4.3058 -0.9463 0.1411 6.7931 3.7866 0.9407 3.6210 0.1956 0.2345 5.7551 1.4534 -#> 458: 93.0905 -5.9597 -2.0742 -4.3071 -0.9462 0.1407 6.7877 3.7882 0.9416 3.6327 0.1955 0.2347 5.7566 1.4532 -#> 459: 93.0895 -5.9598 -2.0741 -4.3078 -0.9461 0.1402 6.7884 3.7889 0.9425 3.6383 0.1955 0.2349 5.7601 1.4527 -#> 460: 93.0871 -5.9602 -2.0741 -4.3086 -0.9460 0.1398 6.7889 3.7912 0.9434 3.6439 0.1954 0.2350 5.7619 1.4522 -#> 461: 93.0854 -5.9613 -2.0739 -4.3091 -0.9459 0.1393 6.7813 3.7973 0.9440 3.6481 0.1953 0.2351 5.7620 1.4520 -#> 462: 93.0838 -5.9623 -2.0737 -4.3093 -0.9458 0.1388 6.7791 3.8037 0.9445 3.6498 0.1953 0.2353 5.7616 1.4518 -#> 463: 93.0816 -5.9629 -2.0734 -4.3095 -0.9457 0.1384 6.7733 3.8070 0.9451 3.6508 0.1952 0.2355 5.7626 1.4519 -#> 464: 93.0792 -5.9631 -2.0731 -4.3095 -0.9457 0.1379 6.7697 3.8081 0.9460 3.6507 0.1951 0.2358 5.7638 1.4518 -#> 465: 93.0775 -5.9633 -2.0728 -4.3095 -0.9456 0.1374 6.7717 3.8095 0.9466 3.6506 0.1950 0.2361 5.7647 1.4519 -#> 466: 93.0774 -5.9640 -2.0725 -4.3097 -0.9455 0.1368 6.7686 3.8141 0.9473 3.6516 0.1949 0.2363 5.7662 1.4516 -#> 467: 93.0773 -5.9646 -2.0722 -4.3100 -0.9454 0.1364 6.7668 3.8172 0.9480 3.6535 0.1948 0.2366 5.7671 1.4516 -#> 468: 93.0777 -5.9653 -2.0719 -4.3106 -0.9453 0.1358 6.7648 3.8226 0.9487 3.6566 0.1947 0.2371 5.7681 1.4514 -#> 469: 93.0778 -5.9657 -2.0717 -4.3112 -0.9453 0.1353 6.7617 3.8253 0.9495 3.6588 0.1947 0.2375 5.7686 1.4510 -#> 470: 93.0769 -5.9663 -2.0715 -4.3117 -0.9452 0.1347 6.7650 3.8278 0.9503 3.6613 0.1947 0.2379 5.7688 1.4506 -#> 471: 93.0749 -5.9664 -2.0714 -4.3123 -0.9451 0.1342 6.7708 3.8280 0.9510 3.6643 0.1947 0.2383 5.7699 1.4505 -#> 472: 93.0721 -5.9668 -2.0713 -4.3127 -0.9450 0.1337 6.7756 3.8284 0.9517 3.6665 0.1947 0.2386 5.7710 1.4501 -#> 473: 93.0696 -5.9670 -2.0713 -4.3133 -0.9449 0.1333 6.7784 3.8280 0.9522 3.6698 0.1947 0.2388 5.7716 1.4498 -#> 474: 93.0674 -5.9673 -2.0714 -4.3138 -0.9448 0.1329 6.7761 3.8281 0.9527 3.6731 0.1947 0.2390 5.7729 1.4496 -#> 475: 93.0655 -5.9679 -2.0714 -4.3143 -0.9447 0.1324 6.7779 3.8302 0.9531 3.6762 0.1947 0.2391 5.7743 1.4493 -#> 476: 93.0643 -5.9682 -2.0713 -4.3144 -0.9447 0.1321 6.7776 3.8314 0.9536 3.6768 0.1946 0.2391 5.7762 1.4492 -#> 477: 93.0631 -5.9684 -2.0714 -4.3146 -0.9446 0.1317 6.7725 3.8326 0.9540 3.6787 0.1945 0.2392 5.7768 1.4492 -#> 478: 93.0630 -5.9693 -2.0715 -4.3148 -0.9447 0.1314 6.7626 3.8365 0.9543 3.6788 0.1944 0.2395 5.7785 1.4492 -#> 479: 93.0634 -5.9710 -2.0714 -4.3148 -0.9447 0.1310 6.7499 3.8462 0.9547 3.6778 0.1943 0.2399 5.7798 1.4490 -#> 480: 93.0651 -5.9732 -2.0715 -4.3147 -0.9447 0.1307 6.7463 3.8616 0.9548 3.6770 0.1943 0.2403 5.7810 1.4488 -#> 481: 93.0664 -5.9747 -2.0715 -4.3149 -0.9447 0.1304 6.7442 3.8722 0.9550 3.6780 0.1941 0.2409 5.7811 1.4487 -#> 482: 93.0647 -5.9762 -2.0714 -4.3151 -0.9447 0.1300 6.7389 3.8834 0.9554 3.6784 0.1941 0.2414 5.7816 1.4484 -#> 483: 93.0628 -5.9778 -2.0714 -4.3153 -0.9447 0.1295 6.7352 3.8943 0.9557 3.6783 0.1940 0.2419 5.7820 1.4483 -#> 484: 93.0614 -5.9787 -2.0715 -4.3153 -0.9447 0.1291 6.7314 3.8999 0.9559 3.6774 0.1939 0.2424 5.7819 1.4481 -#> 485: 93.0593 -5.9789 -2.0715 -4.3153 -0.9447 0.1288 6.7293 3.9007 0.9561 3.6765 0.1938 0.2430 5.7815 1.4480 -#> 486: 93.0575 -5.9793 -2.0716 -4.3152 -0.9447 0.1284 6.7331 3.9021 0.9563 3.6753 0.1938 0.2434 5.7806 1.4480 -#> 487: 93.0555 -5.9796 -2.0716 -4.3152 -0.9447 0.1281 6.7342 3.9036 0.9566 3.6741 0.1937 0.2439 5.7805 1.4479 -#> 488: 93.0545 -5.9795 -2.0716 -4.3152 -0.9447 0.1277 6.7365 3.9024 0.9569 3.6729 0.1937 0.2444 5.7795 1.4480 -#> 489: 93.0550 -5.9800 -2.0716 -4.3152 -0.9447 0.1274 6.7336 3.9046 0.9571 3.6719 0.1937 0.2448 5.7778 1.4481 -#> 490: 93.0571 -5.9793 -2.0715 -4.3152 -0.9447 0.1272 6.7331 3.9009 0.9573 3.6704 0.1936 0.2450 5.7767 1.4484 -#> 491: 93.0584 -5.9787 -2.0714 -4.3151 -0.9447 0.1270 6.7280 3.8980 0.9575 3.6688 0.1936 0.2452 5.7764 1.4487 -#> 492: 93.0589 -5.9786 -2.0714 -4.3150 -0.9447 0.1267 6.7264 3.8971 0.9578 3.6675 0.1936 0.2455 5.7759 1.4489 -#> 493: 93.0593 -5.9790 -2.0711 -4.3149 -0.9447 0.1265 6.7273 3.8982 0.9584 3.6660 0.1935 0.2456 5.7759 1.4490 -#> 494: 93.0594 -5.9805 -2.0710 -4.3149 -0.9448 0.1263 6.7291 3.9066 0.9590 3.6650 0.1935 0.2457 5.7758 1.4489 -#> 495: 93.0596 -5.9816 -2.0709 -4.3148 -0.9448 0.1261 6.7281 3.9123 0.9593 3.6639 0.1936 0.2459 5.7745 1.4490 -#> 496: 93.0590 -5.9829 -2.0707 -4.3148 -0.9448 0.1259 6.7319 3.9227 0.9597 3.6628 0.1936 0.2461 5.7740 1.4491 -#> 497: 93.0580 -5.9842 -2.0706 -4.3148 -0.9448 0.1257 6.7388 3.9326 0.9600 3.6623 0.1936 0.2463 5.7732 1.4492 -#> 498: 93.0578 -5.9848 -2.0705 -4.3148 -0.9448 0.1255 6.7447 3.9368 0.9605 3.6618 0.1936 0.2464 5.7726 1.4494 -#> 499: 93.0568 -5.9843 -2.0704 -4.3147 -0.9447 0.1253 6.7475 3.9341 0.9609 3.6612 0.1937 0.2467 5.7718 1.4495 -#> 500: 93.0563 -5.9831 -2.0703 -4.3147 -0.9447 0.1251 6.7500 3.9292 0.9614 3.6607 0.1937 0.2469 5.7712 1.4496</div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT"</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_focei_obs</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_obs</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 | -#> |.....................| log_k2 | g_qlogis |sigma_parent | sigma_A1 | -#> |.....................| o1 | o2 | o3 | o4 | -#> <span style='text-decoration: underline;'>|.....................| o5 | o6 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 488.98943 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 488.98943 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 488.98943</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | G| Gill Diff. | -27.68 | 2.403 | -0.1248 | -0.3242 | -#> |.....................| -0.3705 | 0.07384 | -31.92 | -15.13 | -#> |.....................| 14.74 | 13.03 | -12.01 | -2.072 | -#> <span style='text-decoration: underline;'>|.....................| 5.553 | -10.09 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 1205.4696 | 1.534 | -1.046 | -0.9091 | -0.9266 | -#> |.....................| -0.9745 | -0.8897 | -0.2358 | -0.5780 | -#> |.....................| -1.162 | -1.126 | -0.6367 | -0.8323 | -#> <span style='text-decoration: underline;'>|.....................| -0.9817 | -0.6738 |...........|...........|</span> -#> | U| 1205.4696 | 142.6 | -5.346 | -0.9477 | -1.994 | -#> |.....................| -4.393 | 0.1897 | 2.616 | 1.260 | -#> |.....................| 0.5160 | 0.6557 | 1.444 | 1.015 | -#> <span style='text-decoration: underline;'>|.....................| 0.7709 | 1.387 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 1205.4696</span> | 142.6 | 0.004766 | 0.2793 | 0.1362 | -#> |.....................| 0.01237 | 0.5473 | 2.616 | 1.260 | -#> |.....................| 0.5160 | 0.6557 | 1.444 | 1.015 | -#> <span style='text-decoration: underline;'>|.....................| 0.7709 | 1.387 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 510.70816 | 1.053 | -1.005 | -0.9113 | -0.9322 | -#> |.....................| -0.9810 | -0.8884 | -0.7899 | -0.8406 | -#> |.....................| -0.9059 | -0.8995 | -0.8452 | -0.8683 | -#> <span style='text-decoration: underline;'>|.....................| -0.8853 | -0.8491 |...........|...........|</span> -#> | U| 510.70816 | 97.96 | -5.305 | -0.9498 | -1.999 | -#> |.....................| -4.399 | 0.1900 | 2.062 | 1.116 | -#> |.....................| 0.7005 | 0.8538 | 1.199 | 0.9804 | -#> <span style='text-decoration: underline;'>|.....................| 0.8541 | 1.184 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 510.70816</span> | 97.96 | 0.004969 | 0.2789 | 0.1354 | -#> |.....................| 0.01229 | 0.5474 | 2.062 | 1.116 | -#> |.....................| 0.7005 | 0.8538 | 1.199 | 0.9804 | -#> <span style='text-decoration: underline;'>|.....................| 0.8541 | 1.184 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 494.11470 | 1.005 | -1.000 | -0.9115 | -0.9328 | -#> |.....................| -0.9816 | -0.8883 | -0.8453 | -0.8669 | -#> |.....................| -0.8803 | -0.8769 | -0.8660 | -0.8719 | -#> <span style='text-decoration: underline;'>|.....................| -0.8757 | -0.8666 |...........|...........|</span> -#> | U| 494.1147 | 93.50 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.006 | 1.102 | -#> |.....................| 0.7190 | 0.8736 | 1.175 | 0.9768 | -#> <span style='text-decoration: underline;'>|.....................| 0.8624 | 1.163 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.1147</span> | 93.50 | 0.004989 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.006 | 1.102 | -#> |.....................| 0.7190 | 0.8736 | 1.175 | 0.9768 | -#> <span style='text-decoration: underline;'>|.....................| 0.8624 | 1.163 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 494.35784 | 1.001 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8509 | -0.8695 | -#> |.....................| -0.8778 | -0.8746 | -0.8681 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8747 | -0.8683 |...........|...........|</span> -#> | U| 494.35784 | 93.05 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.001 | 1.100 | -#> |.....................| 0.7208 | 0.8755 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8632 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.35784</span> | 93.05 | 0.004991 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.001 | 1.100 | -#> |.....................| 0.7208 | 0.8755 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8632 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 494.40319 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8514 | -0.8698 | -#> |.....................| -0.8775 | -0.8744 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40319 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8757 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40319</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8757 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 494.40793 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8744 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40793 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40793</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 494.40830 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.4083 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.4083</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 | -#> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 | -#> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 | -#> <span style='text-decoration: underline;'>|.....................| -0.8746 | -0.8685 |...........|...........|</span> -#> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 | -#> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 | -#> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 | -#> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.161 |...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='co'># Identical two-component error for all variables is only possible with</span> -<span class='co'># est = 'focei' in nlmixr</span> -<span class='va'>f_nlmixr_fomc_sfo_focei_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha | -#> |.....................| log_beta | sigma_low | rsd_high | o1 | -#> |.....................| o2 | o3 | o4 | o5 | -#> |<span style='font-weight: bold;'> 1</span>| 500.20030 | 1.000 | -1.000 | -0.9113 | -0.8944 | -#> |.....................| -0.8454 | -0.8678 | -0.8916 | -0.8767 | -#> |.....................| -0.8743 | -0.8675 | -0.8704 | -0.8704 | -#> | U| 500.2003 | 93.00 | -5.300 | -0.9400 | -0.1100 | -#> |.....................| 2.300 | 1.200 | 0.03000 | 0.7598 | -#> |.....................| 0.8758 | 1.214 | 1.068 | 1.071 | -#> | X|<span style='font-weight: bold;'> 500.2003</span> | 93.00 | 0.004992 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.200 | 0.03000 | 0.7598 | -#> |.....................| 0.8758 | 1.214 | 1.068 | 1.071 | -#> | G| Gill Diff. | 48.88 | 2.383 | 0.1231 | 0.1986 | -#> |.....................| 0.1571 | -64.31 | -21.89 | 0.6250 | -#> |.....................| 11.41 | -12.48 | -9.903 | -10.91 | -#> |<span style='font-weight: bold;'> 2</span>| 2909.4393 | 0.4361 | -1.027 | -0.9127 | -0.8967 | -#> |.....................| -0.8472 | -0.1258 | -0.6390 | -0.8839 | -#> |.....................| -1.006 | -0.7235 | -0.7562 | -0.7445 | -#> | U| 2909.4393 | 40.56 | -5.327 | -0.9413 | -0.1123 | -#> |.....................| 2.298 | 1.645 | 0.03379 | 0.7544 | -#> |.....................| 0.7605 | 1.389 | 1.189 | 1.206 | -#> | X|<span style='font-weight: bold;'> 2909.4393</span> | 40.56 | 0.004856 | 0.2806 | 0.8938 | -#> |.....................| 9.956 | 1.645 | 0.03379 | 0.7544 | -#> |.....................| 0.7605 | 1.389 | 1.189 | 1.206 | -#> |<span style='font-weight: bold;'> 3</span>| 515.24373 | 0.9436 | -1.003 | -0.9114 | -0.8946 | -#> |.....................| -0.8456 | -0.7936 | -0.8663 | -0.8774 | -#> |.....................| -0.8875 | -0.8531 | -0.8590 | -0.8578 | -#> | U| 515.24373 | 87.76 | -5.303 | -0.9401 | -0.1102 | -#> |.....................| 2.300 | 1.245 | 0.03038 | 0.7593 | -#> |.....................| 0.8642 | 1.232 | 1.080 | 1.084 | -#> | X|<span style='font-weight: bold;'> 515.24373</span> | 87.76 | 0.004978 | 0.2809 | 0.8956 | -#> |.....................| 9.972 | 1.245 | 0.03038 | 0.7593 | -#> |.....................| 0.8642 | 1.232 | 1.080 | 1.084 | -#> |<span style='font-weight: bold;'> 4</span>| 499.40695 | 0.9897 | -1.001 | -0.9113 | -0.8944 | -#> |.....................| -0.8454 | -0.8542 | -0.8869 | -0.8768 | -#> |.....................| -0.8768 | -0.8648 | -0.8684 | -0.8681 | -#> | U| 499.40695 | 92.04 | -5.301 | -0.9400 | -0.1100 | -#> |.....................| 2.300 | 1.208 | 0.03007 | 0.7597 | -#> |.....................| 0.8737 | 1.217 | 1.070 | 1.073 | -#> | X|<span style='font-weight: bold;'> 499.40695</span> | 92.04 | 0.004989 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.208 | 0.03007 | 0.7597 | -#> |.....................| 0.8737 | 1.217 | 1.070 | 1.073 | -#> | F| Forward Diff. | -99.71 | 2.245 | -0.1707 | 0.1202 | -#> |.....................| -0.1546 | -61.69 | -22.54 | 1.475 | -#> |.....................| 7.677 | -11.72 | -9.584 | -10.53 | -#> |<span style='font-weight: bold;'> 5</span>| 498.17135 | 1.001 | -1.001 | -0.9113 | -0.8945 | -#> |.....................| -0.8454 | -0.8410 | -0.8822 | -0.8771 | -#> |.....................| -0.8786 | -0.8623 | -0.8663 | -0.8658 | -#> | U| 498.17135 | 93.06 | -5.301 | -0.9400 | -0.1101 | -#> |.....................| 2.300 | 1.216 | 0.03014 | 0.7595 | -#> |.....................| 0.8720 | 1.221 | 1.072 | 1.076 | -#> | X|<span style='font-weight: bold;'> 498.17135</span> | 93.06 | 0.004987 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.216 | 0.03014 | 0.7595 | -#> |.....................| 0.8720 | 1.221 | 1.072 | 1.076 | -#> | F| Forward Diff. | 55.25 | 2.349 | 0.1359 | 0.2180 | -#> |.....................| 0.1993 | -60.48 | -20.28 | 1.106 | -#> |.....................| 9.662 | -11.74 | -9.501 | -10.55 | -#> |<span style='font-weight: bold;'> 6</span>| 497.33758 | 0.9906 | -1.002 | -0.9113 | -0.8945 | -#> |.....................| -0.8454 | -0.8273 | -0.8776 | -0.8773 | -#> |.....................| -0.8808 | -0.8596 | -0.8642 | -0.8634 | -#> | U| 497.33758 | 92.12 | -5.302 | -0.9400 | -0.1101 | -#> |.....................| 2.300 | 1.224 | 0.03021 | 0.7594 | -#> |.....................| 0.8701 | 1.224 | 1.074 | 1.078 | -#> | X|<span style='font-weight: bold;'> 497.33758</span> | 92.12 | 0.004984 | 0.2809 | 0.8957 | -#> |.....................| 9.974 | 1.224 | 0.03021 | 0.7594 | -#> |.....................| 0.8701 | 1.224 | 1.074 | 1.078 | -#> | F| Forward Diff. | -88.13 | 2.220 | -0.1371 | 0.1382 | -#> |.....................| -0.1101 | -57.44 | -20.90 | 1.111 | -#> |.....................| 7.358 | -11.52 | -9.371 | -10.34 | -#> |<span style='font-weight: bold;'> 7</span>| 496.20963 | 1.001 | -1.002 | -0.9113 | -0.8946 | -#> |.....................| -0.8454 | -0.8137 | -0.8728 | -0.8776 | -#> |.....................| -0.8827 | -0.8569 | -0.8620 | -0.8610 | -#> | U| 496.20963 | 93.07 | -5.302 | -0.9400 | -0.1102 | -#> |.....................| 2.300 | 1.232 | 0.03028 | 0.7592 | -#> |.....................| 0.8684 | 1.227 | 1.077 | 1.081 | -#> | X|<span style='font-weight: bold;'> 496.20963</span> | 93.07 | 0.004981 | 0.2809 | 0.8957 | -#> |.....................| 9.974 | 1.232 | 0.03028 | 0.7592 | -#> |.....................| 0.8684 | 1.227 | 1.077 | 1.081 | -#> | F| Forward Diff. | 55.31 | 2.316 | 0.1573 | 0.2363 | -#> |.....................| 0.2327 | -56.27 | -18.79 | 0.9054 | -#> |.....................| 9.277 | -11.53 | -9.283 | -10.35 | -#> |<span style='font-weight: bold;'> 8</span>| 495.35926 | 0.9914 | -1.003 | -0.9113 | -0.8946 | -#> |.....................| -0.8455 | -0.7996 | -0.8680 | -0.8778 | -#> |.....................| -0.8850 | -0.8541 | -0.8597 | -0.8584 | -#> | U| 495.35926 | 92.20 | -5.303 | -0.9401 | -0.1102 | -#> |.....................| 2.300 | 1.241 | 0.03035 | 0.7590 | -#> |.....................| 0.8664 | 1.231 | 1.079 | 1.084 | -#> | X|<span style='font-weight: bold;'> 495.35926</span> | 92.20 | 0.004979 | 0.2809 | 0.8956 | -#> |.....................| 9.973 | 1.241 | 0.03035 | 0.7590 | -#> |.....................| 0.8664 | 1.231 | 1.079 | 1.084 | -#> | F| Forward Diff. | -77.78 | 2.194 | -0.1077 | 0.1552 | -#> |.....................| -0.06714 | -52.97 | -19.27 | 0.8916 | -#> |.....................| 7.037 | -11.29 | -9.130 | -10.15 | -#> |<span style='font-weight: bold;'> 9</span>| 494.33654 | 1.001 | -1.003 | -0.9113 | -0.8947 | -#> |.....................| -0.8455 | -0.7857 | -0.8631 | -0.8780 | -#> |.....................| -0.8870 | -0.8511 | -0.8573 | -0.8558 | -#> | U| 494.33654 | 93.09 | -5.303 | -0.9400 | -0.1103 | -#> |.....................| 2.300 | 1.249 | 0.03043 | 0.7588 | -#> |.....................| 0.8647 | 1.234 | 1.082 | 1.087 | -#> | X|<span style='font-weight: bold;'> 494.33654</span> | 93.09 | 0.004976 | 0.2809 | 0.8956 | -#> |.....................| 9.973 | 1.249 | 0.03043 | 0.7588 | -#> |.....................| 0.8647 | 1.234 | 1.082 | 1.087 | -#> | F| Forward Diff. | 55.95 | 2.282 | 0.1850 | 0.2507 | -#> |.....................| 0.2656 | -51.81 | -17.28 | 0.8212 | -#> |.....................| 7.543 | -11.27 | -9.029 | -10.13 | -#> |<span style='font-weight: bold;'> 10</span>| 493.47922 | 0.9922 | -1.004 | -0.9114 | -0.8947 | -#> |.....................| -0.8455 | -0.7714 | -0.8582 | -0.8782 | -#> |.....................| -0.8891 | -0.8480 | -0.8548 | -0.8530 | -#> | U| 493.47922 | 92.28 | -5.304 | -0.9401 | -0.1103 | -#> |.....................| 2.300 | 1.258 | 0.03050 | 0.7587 | -#> |.....................| 0.8629 | 1.238 | 1.084 | 1.090 | -#> | X|<span style='font-weight: bold;'> 493.47922</span> | 92.28 | 0.004973 | 0.2809 | 0.8955 | -#> |.....................| 9.973 | 1.258 | 0.03050 | 0.7587 | -#> |.....................| 0.8629 | 1.238 | 1.084 | 1.090 | -#> | F| Forward Diff. | -67.18 | 2.173 | -0.07166 | 0.1818 | -#> |.....................| -0.01313 | -49.19 | -17.69 | 0.7047 | -#> |.....................| 8.114 | -11.03 | -8.882 | -9.923 | -#> |<span style='font-weight: bold;'> 11</span>| 492.53845 | 1.001 | -1.004 | -0.9114 | -0.8948 | -#> |.....................| -0.8456 | -0.7572 | -0.8532 | -0.8784 | -#> |.....................| -0.8914 | -0.8448 | -0.8522 | -0.8501 | -#> | U| 492.53845 | 93.09 | -5.304 | -0.9401 | -0.1104 | -#> |.....................| 2.300 | 1.266 | 0.03057 | 0.7585 | -#> |.....................| 0.8608 | 1.242 | 1.087 | 1.093 | -#> | X|<span style='font-weight: bold;'> 492.53845</span> | 93.09 | 0.004969 | 0.2809 | 0.8955 | -#> |.....................| 9.972 | 1.266 | 0.03057 | 0.7585 | -#> |.....................| 0.8608 | 1.242 | 1.087 | 1.093 | -#> | F| Forward Diff. | 53.38 | 2.243 | 0.1941 | 0.2566 | -#> |.....................| 0.2879 | -47.96 | -15.83 | 0.7595 | -#> |.....................| 8.537 | -10.98 | -8.771 | -9.890 | -#> |<span style='font-weight: bold;'> 12</span>| 491.72645 | 0.9926 | -1.005 | -0.9114 | -0.8949 | -#> |.....................| -0.8456 | -0.7429 | -0.8484 | -0.8786 | -#> |.....................| -0.8941 | -0.8415 | -0.8496 | -0.8471 | -#> | U| 491.72645 | 92.31 | -5.305 | -0.9401 | -0.1105 | -#> |.....................| 2.300 | 1.275 | 0.03065 | 0.7584 | -#> |.....................| 0.8584 | 1.246 | 1.090 | 1.096 | -#> | X|<span style='font-weight: bold;'> 491.72645</span> | 92.31 | 0.004966 | 0.2809 | 0.8954 | -#> |.....................| 9.972 | 1.275 | 0.03065 | 0.7584 | -#> |.....................| 0.8584 | 1.246 | 1.090 | 1.096 | -#> | F| Forward Diff. | -63.56 | 2.131 | -0.05387 | 0.1833 | -#> |.....................| 0.0009134 | -45.55 | -16.30 | 0.3872 | -#> |.....................| 9.447 | -10.76 | -8.612 | -9.684 | -#> |<span style='font-weight: bold;'> 13</span>| 490.83850 | 1.001 | -1.006 | -0.9114 | -0.8949 | -#> |.....................| -0.8457 | -0.7286 | -0.8435 | -0.8787 | -#> |.....................| -0.8974 | -0.8380 | -0.8468 | -0.8440 | -#> | U| 490.8385 | 93.07 | -5.306 | -0.9401 | -0.1105 | -#> |.....................| 2.300 | 1.283 | 0.03072 | 0.7583 | -#> |.....................| 0.8556 | 1.250 | 1.093 | 1.099 | -#> | X|<span style='font-weight: bold;'> 490.8385</span> | 93.07 | 0.004963 | 0.2809 | 0.8954 | -#> |.....................| 9.971 | 1.283 | 0.03072 | 0.7583 | -#> |.....................| 0.8556 | 1.250 | 1.093 | 1.099 | -#> | F| Forward Diff. | 49.01 | 2.198 | 0.2057 | 0.2666 | -#> |.....................| 0.3102 | -44.06 | -14.52 | 0.5614 | -#> |.....................| 8.039 | -10.72 | -8.482 | -9.628 | -#> |<span style='font-weight: bold;'> 14</span>| 490.09324 | 0.9928 | -1.007 | -0.9115 | -0.8950 | -#> |.....................| -0.8458 | -0.7143 | -0.8387 | -0.8788 | -#> |.....................| -0.9004 | -0.8343 | -0.8439 | -0.8407 | -#> | U| 490.09324 | 92.33 | -5.307 | -0.9402 | -0.1106 | -#> |.....................| 2.300 | 1.292 | 0.03079 | 0.7582 | -#> |.....................| 0.8529 | 1.254 | 1.096 | 1.103 | -#> | X|<span style='font-weight: bold;'> 490.09324</span> | 92.33 | 0.004959 | 0.2809 | 0.8953 | -#> |.....................| 9.970 | 1.292 | 0.03079 | 0.7582 | -#> |.....................| 0.8529 | 1.254 | 1.096 | 1.103 | -#> | F| Forward Diff. | -62.13 | 2.095 | -0.03472 | 0.1999 | -#> |.....................| 0.03562 | -41.55 | -14.84 | 0.5236 | -#> |.....................| 7.264 | -10.46 | -8.310 | -9.412 | -#> |<span style='font-weight: bold;'> 15</span>| 489.25271 | 1.001 | -1.007 | -0.9115 | -0.8951 | -#> |.....................| -0.8458 | -0.7001 | -0.8338 | -0.8789 | -#> |.....................| -0.9032 | -0.8304 | -0.8408 | -0.8372 | -#> | U| 489.25271 | 93.06 | -5.307 | -0.9402 | -0.1107 | -#> |.....................| 2.300 | 1.301 | 0.03087 | 0.7581 | -#> |.....................| 0.8505 | 1.259 | 1.099 | 1.107 | -#> | X|<span style='font-weight: bold;'> 489.25271</span> | 93.06 | 0.004955 | 0.2809 | 0.8952 | -#> |.....................| 9.970 | 1.301 | 0.03087 | 0.7581 | -#> |.....................| 0.8505 | 1.259 | 1.099 | 1.107 | -#> | F| Forward Diff. | 44.98 | 2.155 | 0.2191 | 0.2769 | -#> |.....................| 0.3339 | -40.42 | -13.24 | 0.4473 | -#> |.....................| 7.595 | -10.35 | -8.165 | -9.335 | -#> |<span style='font-weight: bold;'> 16</span>| 488.54089 | 0.9934 | -1.008 | -0.9116 | -0.8952 | -#> |.....................| -0.8459 | -0.6857 | -0.8290 | -0.8790 | -#> |.....................| -0.9061 | -0.8262 | -0.8376 | -0.8335 | -#> | U| 488.54089 | 92.38 | -5.308 | -0.9403 | -0.1108 | -#> |.....................| 2.299 | 1.309 | 0.03094 | 0.7581 | -#> |.....................| 0.8479 | 1.264 | 1.103 | 1.111 | -#> | X|<span style='font-weight: bold;'> 488.54089</span> | 92.38 | 0.004951 | 0.2808 | 0.8951 | -#> |.....................| 9.968 | 1.309 | 0.03094 | 0.7581 | -#> |.....................| 0.8479 | 1.264 | 1.103 | 1.111 | -#> | F| Forward Diff. | -55.81 | 2.061 | -0.02096 | 0.2050 | -#> |.....................| 0.07367 | -38.08 | -13.50 | 0.4111 | -#> |.....................| 6.904 | -10.08 | -7.981 | -9.106 | -#> |<span style='font-weight: bold;'> 17</span>| 487.77387 | 1.001 | -1.009 | -0.9116 | -0.8953 | -#> |.....................| -0.8461 | -0.6716 | -0.8243 | -0.8791 | -#> |.....................| -0.9092 | -0.8218 | -0.8341 | -0.8294 | -#> | U| 487.77387 | 93.07 | -5.309 | -0.9403 | -0.1109 | -#> |.....................| 2.299 | 1.318 | 0.03101 | 0.7580 | -#> |.....................| 0.8453 | 1.270 | 1.106 | 1.115 | -#> | X|<span style='font-weight: bold;'> 487.77387</span> | 93.07 | 0.004946 | 0.2808 | 0.8950 | -#> |.....................| 9.967 | 1.318 | 0.03101 | 0.7580 | -#> |.....................| 0.8453 | 1.270 | 1.106 | 1.115 | -#> | F| Forward Diff. | 43.45 | 2.114 | 0.2402 | 0.2940 | -#> |.....................| 0.3672 | -36.87 | -12.03 | 0.3081 | -#> |.....................| 7.143 | -10.02 | -7.799 | -9.000 | -#> |<span style='font-weight: bold;'> 18</span>| 487.09815 | 0.9939 | -1.010 | -0.9118 | -0.8955 | -#> |.....................| -0.8463 | -0.6575 | -0.8197 | -0.8791 | -#> |.....................| -0.9124 | -0.8169 | -0.8304 | -0.8251 | -#> | U| 487.09815 | 92.43 | -5.310 | -0.9404 | -0.1111 | -#> |.....................| 2.299 | 1.326 | 0.03108 | 0.7580 | -#> |.....................| 0.8425 | 1.276 | 1.110 | 1.120 | -#> | X|<span style='font-weight: bold;'> 487.09815</span> | 92.43 | 0.004941 | 0.2808 | 0.8948 | -#> |.....................| 9.965 | 1.326 | 0.03108 | 0.7580 | -#> |.....................| 0.8425 | 1.276 | 1.110 | 1.120 | -#> | F| Forward Diff. | -50.03 | 2.024 | 0.005993 | 0.2193 | -#> |.....................| 0.1119 | -34.69 | -12.26 | 0.2072 | -#> |.....................| 6.453 | -9.722 | -7.597 | -8.758 | -#> |<span style='font-weight: bold;'> 19</span>| 486.39882 | 1.001 | -1.011 | -0.9119 | -0.8957 | -#> |.....................| -0.8465 | -0.6438 | -0.8151 | -0.8789 | -#> |.....................| -0.9156 | -0.8116 | -0.8264 | -0.8203 | -#> | U| 486.39882 | 93.07 | -5.311 | -0.9405 | -0.1113 | -#> |.....................| 2.299 | 1.334 | 0.03115 | 0.7582 | -#> |.....................| 0.8396 | 1.282 | 1.114 | 1.125 | -#> | X|<span style='font-weight: bold;'> 486.39882</span> | 93.07 | 0.004935 | 0.2808 | 0.8947 | -#> |.....................| 9.963 | 1.334 | 0.03115 | 0.7582 | -#> |.....................| 0.8396 | 1.282 | 1.114 | 1.125 | -#> | F| Forward Diff. | 41.24 | 2.069 | 0.2581 | 0.3038 | -#> |.....................| 0.3965 | -33.71 | -10.93 | 0.1523 | -#> |.....................| 5.279 | -9.597 | -7.397 | -8.617 | -#> |<span style='font-weight: bold;'> 20</span>| 485.77269 | 0.9943 | -1.013 | -0.9120 | -0.8959 | -#> |.....................| -0.8467 | -0.6301 | -0.8107 | -0.8786 | -#> |.....................| -0.9175 | -0.8058 | -0.8222 | -0.8151 | -#> | U| 485.77269 | 92.47 | -5.313 | -0.9407 | -0.1115 | -#> |.....................| 2.299 | 1.343 | 0.03121 | 0.7584 | -#> |.....................| 0.8380 | 1.289 | 1.119 | 1.130 | -#> | X|<span style='font-weight: bold;'> 485.77269</span> | 92.47 | 0.004928 | 0.2808 | 0.8945 | -#> |.....................| 9.960 | 1.343 | 0.03121 | 0.7584 | -#> |.....................| 0.8380 | 1.289 | 1.119 | 1.130 | -#> | F| Forward Diff. | -45.38 | 1.992 | 0.03513 | 0.2356 | -#> |.....................| 0.1513 | -31.62 | -11.12 | 0.08802 | -#> |.....................| 6.113 | -9.278 | -7.167 | -8.332 | -#> |<span style='font-weight: bold;'> 21</span>| 485.13787 | 1.001 | -1.014 | -0.9122 | -0.8962 | -#> |.....................| -0.8471 | -0.6169 | -0.8065 | -0.8780 | -#> |.....................| -0.9196 | -0.7993 | -0.8176 | -0.8094 | -#> | U| 485.13787 | 93.06 | -5.314 | -0.9409 | -0.1118 | -#> |.....................| 2.298 | 1.351 | 0.03128 | 0.7588 | -#> |.....................| 0.8361 | 1.297 | 1.124 | 1.136 | -#> | X|<span style='font-weight: bold;'> 485.13787</span> | 93.06 | 0.004921 | 0.2807 | 0.8942 | -#> |.....................| 9.957 | 1.351 | 0.03128 | 0.7588 | -#> |.....................| 0.8361 | 1.297 | 1.124 | 1.136 | -#> | F| Forward Diff. | 37.95 | 2.033 | 0.2726 | 0.3147 | -#> |.....................| 0.4223 | -30.68 | -9.906 | 0.05100 | -#> |.....................| 4.975 | -9.039 | -6.928 | -8.144 | -#> |<span style='font-weight: bold;'> 22</span>| 484.56781 | 0.9947 | -1.016 | -0.9125 | -0.8965 | -#> |.....................| -0.8476 | -0.6040 | -0.8026 | -0.8774 | -#> |.....................| -0.9219 | -0.7925 | -0.8127 | -0.8032 | -#> | U| 484.56781 | 92.51 | -5.316 | -0.9411 | -0.1121 | -#> |.....................| 2.298 | 1.358 | 0.03133 | 0.7593 | -#> |.....................| 0.8341 | 1.305 | 1.129 | 1.143 | -#> | X|<span style='font-weight: bold;'> 484.56781</span> | 92.51 | 0.004912 | 0.2807 | 0.8939 | -#> |.....................| 9.952 | 1.358 | 0.03133 | 0.7593 | -#> |.....................| 0.8341 | 1.305 | 1.129 | 1.143 | -#> | F| Forward Diff. | -42.28 | 1.959 | 0.05438 | 0.2483 | -#> |.....................| 0.1829 | -28.95 | -10.12 | -0.04344 | -#> |.....................| 4.379 | -8.677 | -6.653 | -7.817 | -#> |<span style='font-weight: bold;'> 23</span>| 484.00832 | 1.000 | -1.018 | -0.9128 | -0.8970 | -#> |.....................| -0.8481 | -0.5915 | -0.7988 | -0.8764 | -#> |.....................| -0.9214 | -0.7852 | -0.8076 | -0.7966 | -#> | U| 484.00832 | 93.05 | -5.318 | -0.9414 | -0.1125 | -#> |.....................| 2.297 | 1.366 | 0.03139 | 0.7601 | -#> |.....................| 0.8346 | 1.314 | 1.135 | 1.150 | -#> | X|<span style='font-weight: bold;'> 484.00832</span> | 93.05 | 0.004901 | 0.2806 | 0.8936 | -#> |.....................| 9.947 | 1.366 | 0.03139 | 0.7601 | -#> |.....................| 0.8346 | 1.314 | 1.135 | 1.150 | -#> | F| Forward Diff. | 34.54 | 2.001 | 0.2786 | 0.3182 | -#> |.....................| 0.4381 | -28.02 | -9.026 | -0.09975 | -#> |.....................| 6.146 | -8.496 | -6.417 | -7.602 | -#> |<span style='font-weight: bold;'> 24</span>| 483.48726 | 0.9952 | -1.021 | -0.9132 | -0.8975 | -#> |.....................| -0.8489 | -0.5798 | -0.7955 | -0.8750 | -#> |.....................| -0.9256 | -0.7775 | -0.8025 | -0.7898 | -#> | U| 483.48726 | 92.55 | -5.321 | -0.9418 | -0.1131 | -#> |.....................| 2.296 | 1.373 | 0.03144 | 0.7611 | -#> |.....................| 0.8309 | 1.323 | 1.140 | 1.157 | -#> | X|<span style='font-weight: bold;'> 483.48726</span> | 92.55 | 0.004889 | 0.2805 | 0.8931 | -#> |.....................| 9.939 | 1.373 | 0.03144 | 0.7611 | -#> |.....................| 0.8309 | 1.323 | 1.140 | 1.157 | -#> | F| Forward Diff. | -37.52 | 1.926 | 0.07054 | 0.2526 | -#> |.....................| 0.2102 | -26.43 | -9.184 | -0.1123 | -#> |.....................| 5.591 | -8.057 | -6.119 | -7.239 | -#> |<span style='font-weight: bold;'> 25</span>| 482.99669 | 1.001 | -1.023 | -0.9136 | -0.8980 | -#> |.....................| -0.8497 | -0.5700 | -0.7928 | -0.8735 | -#> |.....................| -0.9342 | -0.7702 | -0.7978 | -0.7834 | -#> | U| 482.99669 | 93.05 | -5.323 | -0.9422 | -0.1136 | -#> |.....................| 2.296 | 1.379 | 0.03148 | 0.7623 | -#> |.....................| 0.8234 | 1.332 | 1.145 | 1.164 | -#> | X|<span style='font-weight: bold;'> 482.99669</span> | 93.05 | 0.004876 | 0.2805 | 0.8926 | -#> |.....................| 9.932 | 1.379 | 0.03148 | 0.7623 | -#> |.....................| 0.8234 | 1.332 | 1.145 | 1.164 | -#> | F| Forward Diff. | 33.56 | 1.934 | 0.3091 | 0.3219 | -#> |.....................| 0.4700 | -25.85 | -8.255 | -0.09267 | -#> |.....................| 5.467 | -7.833 | -5.883 | -7.031 | -#> |<span style='font-weight: bold;'> 26</span>| 482.53338 | 0.9957 | -1.027 | -0.9143 | -0.8987 | -#> |.....................| -0.8507 | -0.5600 | -0.7904 | -0.8719 | -#> |.....................| -0.9423 | -0.7626 | -0.7931 | -0.7767 | -#> | U| 482.53338 | 92.60 | -5.327 | -0.9428 | -0.1143 | -#> |.....................| 2.295 | 1.385 | 0.03152 | 0.7635 | -#> |.....................| 0.8163 | 1.342 | 1.150 | 1.171 | -#> | X|<span style='font-weight: bold;'> 482.53338</span> | 92.60 | 0.004861 | 0.2803 | 0.8920 | -#> |.....................| 9.921 | 1.385 | 0.03152 | 0.7635 | -#> |.....................| 0.8163 | 1.342 | 1.150 | 1.171 | -#> | F| Forward Diff. | -33.71 | 1.852 | 0.1405 | 0.2615 | -#> |.....................| 0.2476 | -24.53 | -8.462 | -0.2274 | -#> |.....................| 4.657 | -7.455 | -5.599 | -6.689 | -#> |<span style='font-weight: bold;'> 27</span>| 482.07760 | 1.001 | -1.030 | -0.9154 | -0.8996 | -#> |.....................| -0.8522 | -0.5495 | -0.7881 | -0.8694 | -#> |.....................| -0.9481 | -0.7546 | -0.7885 | -0.7696 | -#> | U| 482.0776 | 93.06 | -5.330 | -0.9439 | -0.1152 | -#> |.....................| 2.293 | 1.391 | 0.03155 | 0.7654 | -#> |.....................| 0.8112 | 1.351 | 1.155 | 1.179 | -#> | X|<span style='font-weight: bold;'> 482.0776</span> | 93.06 | 0.004842 | 0.2801 | 0.8912 | -#> |.....................| 9.906 | 1.391 | 0.03155 | 0.7654 | -#> |.....................| 0.8112 | 1.351 | 1.155 | 1.179 | -#> | F| Forward Diff. | 31.51 | 1.862 | 0.3171 | 0.3253 | -#> |.....................| 0.4890 | -23.74 | -7.570 | -0.1627 | -#> |.....................| 4.673 | -7.176 | -5.365 | -6.441 | -#> |<span style='font-weight: bold;'> 28</span>| 481.65018 | 0.9960 | -1.035 | -0.9168 | -0.9007 | -#> |.....................| -0.8541 | -0.5386 | -0.7859 | -0.8662 | -#> |.....................| -0.9515 | -0.7465 | -0.7840 | -0.7624 | -#> | U| 481.65018 | 92.63 | -5.335 | -0.9452 | -0.1163 | -#> |.....................| 2.291 | 1.398 | 0.03158 | 0.7678 | -#> |.....................| 0.8082 | 1.361 | 1.160 | 1.187 | -#> | X|<span style='font-weight: bold;'> 481.65018</span> | 92.63 | 0.004820 | 0.2799 | 0.8902 | -#> |.....................| 9.887 | 1.398 | 0.03158 | 0.7678 | -#> |.....................| 0.8082 | 1.361 | 1.160 | 1.187 | -#> | F| Forward Diff. | -31.18 | 1.794 | 0.1244 | 0.2518 | -#> |.....................| 0.2479 | -22.54 | -7.736 | -0.2537 | -#> |.....................| 4.155 | -6.794 | -5.094 | -6.088 | -#> |<span style='font-weight: bold;'> 29</span>| 481.23911 | 1.000 | -1.041 | -0.9182 | -0.9020 | -#> |.....................| -0.8564 | -0.5274 | -0.7840 | -0.8624 | -#> |.....................| -0.9539 | -0.7386 | -0.7800 | -0.7556 | -#> | U| 481.23911 | 93.04 | -5.341 | -0.9465 | -0.1176 | -#> |.....................| 2.289 | 1.404 | 0.03161 | 0.7707 | -#> |.....................| 0.8061 | 1.371 | 1.164 | 1.194 | -#> | X|<span style='font-weight: bold;'> 481.23911</span> | 93.04 | 0.004792 | 0.2796 | 0.8890 | -#> |.....................| 9.865 | 1.404 | 0.03161 | 0.7707 | -#> |.....................| 0.8061 | 1.371 | 1.164 | 1.194 | -#> |<span style='font-weight: bold;'> 30</span>| 480.84332 | 1.001 | -1.048 | -0.9201 | -0.9037 | -#> |.....................| -0.8593 | -0.5164 | -0.7829 | -0.8573 | -#> |.....................| -0.9562 | -0.7293 | -0.7754 | -0.7475 | -#> | U| 480.84332 | 93.06 | -5.348 | -0.9483 | -0.1193 | -#> |.....................| 2.286 | 1.411 | 0.03163 | 0.7746 | -#> |.....................| 0.8041 | 1.382 | 1.169 | 1.203 | -#> | X|<span style='font-weight: bold;'> 480.84332</span> | 93.06 | 0.004757 | 0.2792 | 0.8875 | -#> |.....................| 9.836 | 1.411 | 0.03163 | 0.7746 | -#> |.....................| 0.8041 | 1.382 | 1.169 | 1.203 | -#> |<span style='font-weight: bold;'> 31</span>| 479.47395 | 1.001 | -1.077 | -0.9274 | -0.9105 | -#> |.....................| -0.8708 | -0.4737 | -0.7785 | -0.8375 | -#> |.....................| -0.9655 | -0.6927 | -0.7575 | -0.7158 | -#> | U| 479.47395 | 93.12 | -5.377 | -0.9551 | -0.1261 | -#> |.....................| 2.275 | 1.436 | 0.03170 | 0.7896 | -#> |.....................| 0.7959 | 1.426 | 1.188 | 1.237 | -#> | X|<span style='font-weight: bold;'> 479.47395</span> | 93.12 | 0.004620 | 0.2779 | 0.8816 | -#> |.....................| 9.723 | 1.436 | 0.03170 | 0.7896 | -#> |.....................| 0.7959 | 1.426 | 1.188 | 1.237 | -#> |<span style='font-weight: bold;'> 32</span>| 477.01144 | 1.003 | -1.162 | -0.9485 | -0.9300 | -#> |.....................| -0.9044 | -0.3493 | -0.7656 | -0.7799 | -#> |.....................| -0.9925 | -0.5865 | -0.7057 | -0.6237 | -#> | U| 477.01144 | 93.31 | -5.462 | -0.9750 | -0.1456 | -#> |.....................| 2.241 | 1.511 | 0.03189 | 0.8334 | -#> |.....................| 0.7723 | 1.555 | 1.243 | 1.335 | -#> | X|<span style='font-weight: bold;'> 477.01144</span> | 93.31 | 0.004245 | 0.2739 | 0.8645 | -#> |.....................| 9.403 | 1.511 | 0.03189 | 0.8334 | -#> |.....................| 0.7723 | 1.555 | 1.243 | 1.335 | -#> | F| Forward Diff. | 48.38 | 1.353 | -0.3553 | -0.05530 | -#> |.....................| -0.006768 | -8.661 | -2.325 | -0.1540 | -#> |.....................| 2.503 | -0.2811 | -0.6438 | -0.5229 | -#> |<span style='font-weight: bold;'> 33</span>| 477.99463 | 1.002 | -1.284 | -0.8933 | -0.9162 | -#> |.....................| -0.8846 | -0.1951 | -0.7385 | -0.7367 | -#> |.....................| -1.093 | -0.7697 | -0.8046 | -0.7596 | -#> | U| 477.99463 | 93.20 | -5.584 | -0.9231 | -0.1318 | -#> |.....................| 2.261 | 1.604 | 0.03230 | 0.8662 | -#> |.....................| 0.6840 | 1.333 | 1.138 | 1.190 | -#> | X|<span style='font-weight: bold;'> 477.99463</span> | 93.20 | 0.003757 | 0.2843 | 0.8766 | -#> |.....................| 9.591 | 1.604 | 0.03230 | 0.8662 | -#> |.....................| 0.6840 | 1.333 | 1.138 | 1.190 | -#> |<span style='font-weight: bold;'> 34</span>| 476.67952 | 1.000 | -1.201 | -0.9310 | -0.9256 | -#> |.....................| -0.8981 | -0.3000 | -0.7569 | -0.7662 | -#> |.....................| -1.025 | -0.6445 | -0.7370 | -0.6668 | -#> | U| 476.67952 | 93.04 | -5.501 | -0.9585 | -0.1412 | -#> |.....................| 2.247 | 1.541 | 0.03202 | 0.8438 | -#> |.....................| 0.7442 | 1.485 | 1.210 | 1.289 | -#> | X|<span style='font-weight: bold;'> 476.67952</span> | 93.04 | 0.004084 | 0.2772 | 0.8683 | -#> |.....................| 9.462 | 1.541 | 0.03202 | 0.8438 | -#> |.....................| 0.7442 | 1.485 | 1.210 | 1.289 | -#> | F| Forward Diff. | 3.308 | 1.138 | 0.3206 | 0.007327 | -#> |.....................| -0.005220 | -6.420 | -1.952 | -0.8085 | -#> |.....................| -0.4295 | -3.531 | -2.349 | -2.485 | -#> |<span style='font-weight: bold;'> 35</span>| 477.00015 | 0.9939 | -1.268 | -0.9234 | -0.9152 | -#> |.....................| -0.8823 | -0.2647 | -0.7585 | -0.7168 | -#> |.....................| -0.9725 | -0.6365 | -0.7310 | -0.6853 | -#> | U| 477.00015 | 92.43 | -5.568 | -0.9514 | -0.1308 | -#> |.....................| 2.263 | 1.562 | 0.03200 | 0.8813 | -#> |.....................| 0.7898 | 1.495 | 1.216 | 1.269 | -#> | X|<span style='font-weight: bold;'> 477.00015</span> | 92.43 | 0.003818 | 0.2786 | 0.8774 | -#> |.....................| 9.613 | 1.562 | 0.03200 | 0.8813 | -#> |.....................| 0.7898 | 1.495 | 1.216 | 1.269 | -#> |<span style='font-weight: bold;'> 36</span>| 476.87328 | 0.9941 | -1.216 | -0.9300 | -0.9236 | -#> |.....................| -0.8950 | -0.2832 | -0.7542 | -0.7554 | -#> |.....................| -1.014 | -0.6375 | -0.7322 | -0.6666 | -#> | U| 476.87328 | 92.45 | -5.516 | -0.9576 | -0.1392 | -#> |.....................| 2.250 | 1.551 | 0.03206 | 0.8520 | -#> |.....................| 0.7536 | 1.493 | 1.215 | 1.289 | -#> | X|<span style='font-weight: bold;'> 476.87328</span> | 92.45 | 0.004024 | 0.2774 | 0.8700 | -#> |.....................| 9.491 | 1.551 | 0.03206 | 0.8520 | -#> |.....................| 0.7536 | 1.493 | 1.215 | 1.289 | -#> |<span style='font-weight: bold;'> 37</span>| 476.68202 | 0.9977 | -1.202 | -0.9313 | -0.9256 | -#> |.....................| -0.8981 | -0.2947 | -0.7553 | -0.7655 | -#> |.....................| -1.024 | -0.6416 | -0.7351 | -0.6648 | -#> | U| 476.68202 | 92.79 | -5.502 | -0.9588 | -0.1412 | -#> |.....................| 2.247 | 1.544 | 0.03204 | 0.8443 | -#> |.....................| 0.7445 | 1.488 | 1.212 | 1.291 | -#> | X|<span style='font-weight: bold;'> 476.68202</span> | 92.79 | 0.004080 | 0.2771 | 0.8683 | -#> |.....................| 9.462 | 1.544 | 0.03204 | 0.8443 | -#> |.....................| 0.7445 | 1.488 | 1.212 | 1.291 | -#> |<span style='font-weight: bold;'> 38</span>| 476.66620 | 0.9991 | -1.201 | -0.9311 | -0.9256 | -#> |.....................| -0.8981 | -0.2974 | -0.7561 | -0.7659 | -#> |.....................| -1.024 | -0.6431 | -0.7361 | -0.6658 | -#> | U| 476.6662 | 92.92 | -5.501 | -0.9587 | -0.1412 | -#> |.....................| 2.247 | 1.542 | 0.03203 | 0.8441 | -#> |.....................| 0.7443 | 1.487 | 1.211 | 1.290 | -#> | X|<span style='font-weight: bold;'> 476.6662</span> | 92.92 | 0.004082 | 0.2771 | 0.8683 | -#> |.....................| 9.462 | 1.542 | 0.03203 | 0.8441 | -#> |.....................| 0.7443 | 1.487 | 1.211 | 1.290 | -#> | F| Forward Diff. | -16.67 | 1.127 | 0.2138 | -0.01630 | -#> |.....................| -0.1134 | -4.869 | -1.703 | -0.03057 | -#> |.....................| -0.03000 | -2.848 | -2.302 | -2.432 | -#> |<span style='font-weight: bold;'> 39</span>| 476.65034 | 1.001 | -1.204 | -0.9308 | -0.9253 | -#> |.....................| -0.8974 | -0.2967 | -0.7561 | -0.7660 | -#> |.....................| -1.024 | -0.6432 | -0.7350 | -0.6655 | -#> | U| 476.65034 | 93.06 | -5.504 | -0.9584 | -0.1409 | -#> |.....................| 2.248 | 1.543 | 0.03203 | 0.8440 | -#> |.....................| 0.7448 | 1.487 | 1.212 | 1.290 | -#> | X|<span style='font-weight: bold;'> 476.65034</span> | 93.06 | 0.004070 | 0.2772 | 0.8686 | -#> |.....................| 9.468 | 1.543 | 0.03203 | 0.8440 | -#> |.....................| 0.7448 | 1.487 | 1.212 | 1.290 | -#> | F| Forward Diff. | 7.111 | 1.131 | 0.3498 | 0.02199 | -#> |.....................| 0.03596 | -6.336 | -1.893 | -0.8646 | -#> |.....................| -0.4089 | -3.511 | -2.253 | -2.437 | -#> |<span style='font-weight: bold;'> 40</span>| 476.63921 | 0.9998 | -1.207 | -0.9306 | -0.9249 | -#> |.....................| -0.8968 | -0.2957 | -0.7561 | -0.7661 | -#> |.....................| -1.024 | -0.6430 | -0.7338 | -0.6650 | -#> | U| 476.63921 | 92.98 | -5.507 | -0.9581 | -0.1405 | -#> |.....................| 2.249 | 1.543 | 0.03203 | 0.8439 | -#> |.....................| 0.7451 | 1.487 | 1.213 | 1.291 | -#> | X|<span style='font-weight: bold;'> 476.63921</span> | 92.98 | 0.004058 | 0.2773 | 0.8689 | -#> |.....................| 9.474 | 1.543 | 0.03203 | 0.8439 | -#> |.....................| 0.7451 | 1.487 | 1.213 | 1.291 | -#> | F| Forward Diff. | -6.837 | 1.116 | 0.2875 | 0.01149 | -#> |.....................| -0.02542 | -4.741 | -1.572 | 0.01643 | -#> |.....................| -1.427 | -2.805 | -2.162 | -2.393 | -#> |<span style='font-weight: bold;'> 41</span>| 476.63321 | 1.001 | -1.209 | -0.9304 | -0.9247 | -#> |.....................| -0.8965 | -0.2943 | -0.7557 | -0.7669 | -#> |.....................| -1.022 | -0.6432 | -0.7330 | -0.6644 | -#> | U| 476.63321 | 93.07 | -5.509 | -0.9580 | -0.1403 | -#> |.....................| 2.249 | 1.544 | 0.03204 | 0.8433 | -#> |.....................| 0.7468 | 1.487 | 1.214 | 1.292 | -#> | X|<span style='font-weight: bold;'> 476.63321</span> | 93.07 | 0.004050 | 0.2773 | 0.8691 | -#> |.....................| 9.477 | 1.544 | 0.03204 | 0.8433 | -#> |.....................| 0.7468 | 1.487 | 1.214 | 1.292 | -#> | F| Forward Diff. | 8.780 | 1.119 | 0.3715 | 0.03544 | -#> |.....................| 0.06786 | -4.773 | -1.470 | -0.02124 | -#> |.....................| -1.265 | -2.850 | -2.132 | -2.390 | -#> |<span style='font-weight: bold;'> 42</span>| 476.62737 | 0.9998 | -1.211 | -0.9303 | -0.9246 | -#> |.....................| -0.8963 | -0.2932 | -0.7554 | -0.7683 | -#> |.....................| -1.020 | -0.6436 | -0.7322 | -0.6637 | -#> | U| 476.62737 | 92.98 | -5.511 | -0.9578 | -0.1402 | -#> |.....................| 2.249 | 1.545 | 0.03204 | 0.8422 | -#> |.....................| 0.7485 | 1.486 | 1.215 | 1.292 | -#> | X|<span style='font-weight: bold;'> 476.62737</span> | 92.98 | 0.004043 | 0.2773 | 0.8692 | -#> |.....................| 9.479 | 1.545 | 0.03204 | 0.8422 | -#> |.....................| 0.7485 | 1.486 | 1.215 | 1.292 | -#> | F| Forward Diff. | -5.468 | 1.108 | 0.2964 | 0.01787 | -#> |.....................| -0.01029 | -4.584 | -1.512 | -0.04750 | -#> |.....................| -1.233 | -2.839 | -2.097 | -2.338 | -#> |<span style='font-weight: bold;'> 43</span>| 476.62183 | 1.001 | -1.213 | -0.9301 | -0.9245 | -#> |.....................| -0.8960 | -0.2918 | -0.7549 | -0.7696 | -#> |.....................| -1.018 | -0.6438 | -0.7313 | -0.6628 | -#> | U| 476.62183 | 93.07 | -5.513 | -0.9577 | -0.1401 | -#> |.....................| 2.249 | 1.546 | 0.03205 | 0.8412 | -#> |.....................| 0.7501 | 1.486 | 1.216 | 1.293 | -#> | X|<span style='font-weight: bold;'> 476.62183</span> | 93.07 | 0.004035 | 0.2773 | 0.8693 | -#> |.....................| 9.481 | 1.546 | 0.03205 | 0.8412 | -#> |.....................| 0.7501 | 1.486 | 1.216 | 1.293 | -#> | F| Forward Diff. | 8.726 | 1.111 | 0.3721 | 0.03969 | -#> |.....................| 0.07339 | -4.588 | -1.391 | -0.04583 | -#> |.....................| -1.059 | -2.851 | -2.052 | -2.306 | -#> |<span style='font-weight: bold;'> 44</span>| 476.61645 | 0.9998 | -1.215 | -0.9300 | -0.9243 | -#> |.....................| -0.8958 | -0.2908 | -0.7546 | -0.7711 | -#> |.....................| -1.016 | -0.6442 | -0.7306 | -0.6621 | -#> | U| 476.61645 | 92.98 | -5.515 | -0.9576 | -0.1399 | -#> |.....................| 2.250 | 1.546 | 0.03205 | 0.8401 | -#> |.....................| 0.7517 | 1.485 | 1.217 | 1.294 | -#> | X|<span style='font-weight: bold;'> 476.61645</span> | 92.98 | 0.004027 | 0.2774 | 0.8694 | -#> |.....................| 9.484 | 1.546 | 0.03205 | 0.8401 | -#> |.....................| 0.7517 | 1.485 | 1.217 | 1.294 | -#> | F| Forward Diff. | -5.224 | 1.099 | 0.2980 | 0.02349 | -#> |.....................| -0.002638 | -4.438 | -1.447 | -0.09166 | -#> |.....................| 0.4490 | -2.896 | -2.021 | -2.267 | -#> |<span style='font-weight: bold;'> 45</span>| 476.60491 | 1.001 | -1.217 | -0.9300 | -0.9242 | -#> |.....................| -0.8956 | -0.2899 | -0.7543 | -0.7729 | -#> |.....................| -1.016 | -0.6437 | -0.7294 | -0.6608 | -#> | U| 476.60491 | 93.08 | -5.517 | -0.9576 | -0.1398 | -#> |.....................| 2.250 | 1.547 | 0.03206 | 0.8387 | -#> |.....................| 0.7514 | 1.486 | 1.218 | 1.295 | -#> | X|<span style='font-weight: bold;'> 476.60491</span> | 93.08 | 0.004018 | 0.2774 | 0.8695 | -#> |.....................| 9.485 | 1.547 | 0.03206 | 0.8387 | -#> |.....................| 0.7514 | 1.486 | 1.218 | 1.295 | -#> | F| Forward Diff. | 9.891 | 1.101 | 0.3805 | 0.04781 | -#> |.....................| 0.09121 | -4.602 | -1.355 | -0.1211 | -#> |.....................| -0.9908 | -2.875 | -1.954 | -2.212 | -#> |<span style='font-weight: bold;'> 46</span>| 476.59275 | 0.9999 | -1.219 | -0.9301 | -0.9241 | -#> |.....................| -0.8954 | -0.2896 | -0.7542 | -0.7748 | -#> |.....................| -1.017 | -0.6434 | -0.7284 | -0.6597 | -#> | U| 476.59275 | 92.99 | -5.519 | -0.9576 | -0.1397 | -#> |.....................| 2.250 | 1.547 | 0.03206 | 0.8373 | -#> |.....................| 0.7512 | 1.486 | 1.219 | 1.297 | -#> | X|<span style='font-weight: bold;'> 476.59275</span> | 92.99 | 0.004009 | 0.2774 | 0.8696 | -#> |.....................| 9.487 | 1.547 | 0.03206 | 0.8373 | -#> |.....................| 0.7512 | 1.486 | 1.219 | 1.297 | -#> | F| Forward Diff. | -4.741 | 1.086 | 0.3018 | 0.02978 | -#> |.....................| 0.01334 | -4.300 | -1.393 | -0.08082 | -#> |.....................| 0.4335 | -2.821 | -1.884 | -2.156 | -#> |<span style='font-weight: bold;'> 47</span>| 476.58049 | 1.001 | -1.222 | -0.9302 | -0.9241 | -#> |.....................| -0.8953 | -0.2889 | -0.7541 | -0.7767 | -#> |.....................| -1.017 | -0.6427 | -0.7275 | -0.6585 | -#> | U| 476.58049 | 93.06 | -5.522 | -0.9577 | -0.1397 | -#> |.....................| 2.250 | 1.547 | 0.03206 | 0.8359 | -#> |.....................| 0.7507 | 1.487 | 1.220 | 1.298 | -#> | X|<span style='font-weight: bold;'> 476.58049</span> | 93.06 | 0.003999 | 0.2773 | 0.8697 | -#> |.....................| 9.488 | 1.547 | 0.03206 | 0.8359 | -#> |.....................| 0.7507 | 1.487 | 1.220 | 1.298 | -#> |<span style='font-weight: bold;'> 48</span>| 476.57085 | 1.001 | -1.225 | -0.9302 | -0.9239 | -#> |.....................| -0.8951 | -0.2891 | -0.7542 | -0.7796 | -#> |.....................| -1.018 | -0.6424 | -0.7265 | -0.6573 | -#> | U| 476.57085 | 93.06 | -5.525 | -0.9578 | -0.1395 | -#> |.....................| 2.250 | 1.547 | 0.03206 | 0.8336 | -#> |.....................| 0.7502 | 1.488 | 1.221 | 1.299 | -#> | X|<span style='font-weight: bold;'> 476.57085</span> | 93.06 | 0.003985 | 0.2773 | 0.8698 | -#> |.....................| 9.490 | 1.547 | 0.03206 | 0.8336 | -#> |.....................| 0.7502 | 1.488 | 1.221 | 1.299 | -#> |<span style='font-weight: bold;'> 49</span>| 476.52700 | 1.000 | -1.243 | -0.9306 | -0.9233 | -#> |.....................| -0.8940 | -0.2898 | -0.7549 | -0.7948 | -#> |.....................| -1.021 | -0.6409 | -0.7216 | -0.6509 | -#> | U| 476.527 | 93.02 | -5.543 | -0.9582 | -0.1389 | -#> |.....................| 2.251 | 1.547 | 0.03205 | 0.8221 | -#> |.....................| 0.7475 | 1.489 | 1.226 | 1.306 | -#> | X|<span style='font-weight: bold;'> 476.527</span> | 93.02 | 0.003915 | 0.2772 | 0.8703 | -#> |.....................| 9.501 | 1.547 | 0.03205 | 0.8221 | -#> |.....................| 0.7475 | 1.489 | 1.226 | 1.306 | -#> |<span style='font-weight: bold;'> 50</span>| 476.45166 | 0.9988 | -1.314 | -0.9321 | -0.9209 | -#> |.....................| -0.8895 | -0.2927 | -0.7576 | -0.8554 | -#> |.....................| -1.033 | -0.6351 | -0.7022 | -0.6254 | -#> | U| 476.45166 | 92.89 | -5.614 | -0.9596 | -0.1365 | -#> |.....................| 2.256 | 1.545 | 0.03201 | 0.7760 | -#> |.....................| 0.7365 | 1.496 | 1.247 | 1.333 | -#> | X|<span style='font-weight: bold;'> 476.45166</span> | 92.89 | 0.003648 | 0.2770 | 0.8724 | -#> |.....................| 9.543 | 1.545 | 0.03201 | 0.7760 | -#> |.....................| 0.7365 | 1.496 | 1.247 | 1.333 | -#> | F| Forward Diff. | -21.31 | 0.8191 | 0.2022 | 0.1018 | -#> |.....................| 0.1327 | -4.505 | -1.303 | -1.202 | -#> |.....................| -2.080 | -2.304 | -0.3706 | -0.4948 | -#> |<span style='font-weight: bold;'> 51</span>| 476.56836 | 1.004 | -1.424 | -0.9336 | -0.9183 | -#> |.....................| -0.8856 | -0.2810 | -0.7637 | -0.9206 | -#> |.....................| -1.004 | -0.6303 | -0.6962 | -0.6148 | -#> | U| 476.56836 | 93.36 | -5.724 | -0.9609 | -0.1338 | -#> |.....................| 2.260 | 1.552 | 0.03192 | 0.7265 | -#> |.....................| 0.7619 | 1.502 | 1.254 | 1.345 | -#> | X|<span style='font-weight: bold;'> 476.56836</span> | 93.36 | 0.003266 | 0.2767 | 0.8747 | -#> |.....................| 9.581 | 1.552 | 0.03192 | 0.7265 | -#> |.....................| 0.7619 | 1.502 | 1.254 | 1.345 | -#> |<span style='font-weight: bold;'> 52</span>| 476.44457 | 1.002 | -1.351 | -0.9326 | -0.9200 | -#> |.....................| -0.8882 | -0.2885 | -0.7595 | -0.8773 | -#> |.....................| -1.024 | -0.6333 | -0.7001 | -0.6218 | -#> | U| 476.44457 | 93.15 | -5.651 | -0.9600 | -0.1356 | -#> |.....................| 2.257 | 1.548 | 0.03198 | 0.7594 | -#> |.....................| 0.7451 | 1.499 | 1.249 | 1.337 | -#> | X|<span style='font-weight: bold;'> 476.44457</span> | 93.15 | 0.003514 | 0.2769 | 0.8732 | -#> |.....................| 9.556 | 1.548 | 0.03198 | 0.7594 | -#> |.....................| 0.7451 | 1.499 | 1.249 | 1.337 | -#> | F| Forward Diff. | 15.82 | 0.7276 | 0.3571 | 0.1746 | -#> |.....................| 0.4004 | -4.436 | -0.9222 | -1.572 | -#> |.....................| -1.287 | -2.164 | -0.2873 | -0.3883 | -#> |<span style='font-weight: bold;'> 53</span>| 476.40417 | 1.000 | -1.371 | -0.9349 | -0.9209 | -#> |.....................| -0.8904 | -0.2869 | -0.7634 | -0.8782 | -#> |.....................| -1.024 | -0.6262 | -0.7046 | -0.6250 | -#> | U| 476.40417 | 93.02 | -5.671 | -0.9622 | -0.1365 | -#> |.....................| 2.255 | 1.549 | 0.03192 | 0.7587 | -#> |.....................| 0.7444 | 1.507 | 1.245 | 1.334 | -#> | X|<span style='font-weight: bold;'> 476.40417</span> | 93.02 | 0.003446 | 0.2764 | 0.8724 | -#> |.....................| 9.535 | 1.549 | 0.03192 | 0.7587 | -#> |.....................| 0.7444 | 1.507 | 1.245 | 1.334 | -#> |<span style='font-weight: bold;'> 54</span>| 476.37918 | 1.000 | -1.391 | -0.9372 | -0.9218 | -#> |.....................| -0.8927 | -0.2856 | -0.7675 | -0.8792 | -#> |.....................| -1.025 | -0.6191 | -0.7092 | -0.6283 | -#> | U| 476.37918 | 93.03 | -5.691 | -0.9644 | -0.1374 | -#> |.....................| 2.253 | 1.549 | 0.03186 | 0.7580 | -#> |.....................| 0.7434 | 1.516 | 1.240 | 1.330 | -#> | X|<span style='font-weight: bold;'> 476.37918</span> | 93.03 | 0.003376 | 0.2760 | 0.8716 | -#> |.....................| 9.513 | 1.549 | 0.03186 | 0.7580 | -#> |.....................| 0.7434 | 1.516 | 1.240 | 1.330 | -#> |<span style='font-weight: bold;'> 55</span>| 476.33357 | 1.001 | -1.461 | -0.9453 | -0.9249 | -#> |.....................| -0.9004 | -0.2814 | -0.7818 | -0.8827 | -#> |.....................| -1.029 | -0.5944 | -0.7253 | -0.6399 | -#> | U| 476.33357 | 93.07 | -5.761 | -0.9719 | -0.1405 | -#> |.....................| 2.245 | 1.552 | 0.03165 | 0.7553 | -#> |.....................| 0.7403 | 1.546 | 1.222 | 1.318 | -#> | X|<span style='font-weight: bold;'> 476.33357</span> | 93.07 | 0.003146 | 0.2745 | 0.8689 | -#> |.....................| 9.440 | 1.552 | 0.03165 | 0.7553 | -#> |.....................| 0.7403 | 1.546 | 1.222 | 1.318 | -#> | F| Forward Diff. | -1.553 | 0.4475 | -0.2195 | 0.07220 | -#> |.....................| 0.05655 | -4.350 | -1.061 | -1.750 | -#> |.....................| 0.1436 | -0.4527 | -1.673 | -1.245 | -#> |<span style='font-weight: bold;'> 56</span>| 476.20746 | 1.002 | -1.571 | -0.9452 | -0.9313 | -#> |.....................| -0.9123 | -0.2680 | -0.8139 | -0.8382 | -#> |.....................| -1.032 | -0.6009 | -0.7081 | -0.6381 | -#> | U| 476.20746 | 93.20 | -5.871 | -0.9719 | -0.1469 | -#> |.....................| 2.233 | 1.560 | 0.03117 | 0.7891 | -#> |.....................| 0.7373 | 1.538 | 1.241 | 1.320 | -#> | X|<span style='font-weight: bold;'> 476.20746</span> | 93.20 | 0.002821 | 0.2745 | 0.8634 | -#> |.....................| 9.328 | 1.560 | 0.03117 | 0.7891 | -#> |.....................| 0.7373 | 1.538 | 1.241 | 1.320 | -#> | F| Forward Diff. | 12.15 | 0.1791 | -0.01894 | -0.004675 | -#> |.....................| -0.06593 | -5.850 | -1.512 | -1.794 | -#> |.....................| -1.396 | -1.647 | -0.7085 | -1.309 | -#> |<span style='font-weight: bold;'> 57</span>| 476.15444 | 1.000 | -1.669 | -0.9317 | -0.9229 | -#> |.....................| -0.8889 | -0.2480 | -0.8424 | -0.7961 | -#> |.....................| -1.030 | -0.6117 | -0.7275 | -0.5959 | -#> | U| 476.15444 | 93.03 | -5.969 | -0.9591 | -0.1385 | -#> |.....................| 2.256 | 1.572 | 0.03074 | 0.8211 | -#> |.....................| 0.7395 | 1.525 | 1.220 | 1.365 | -#> | X|<span style='font-weight: bold;'> 476.15444</span> | 93.03 | 0.002558 | 0.2771 | 0.8707 | -#> |.....................| 9.549 | 1.572 | 0.03074 | 0.8211 | -#> |.....................| 0.7395 | 1.525 | 1.220 | 1.365 | -#> | F| Forward Diff. | -13.97 | -0.09883 | 0.5245 | 0.1410 | -#> |.....................| 0.5845 | -3.407 | -1.272 | -0.2800 | -#> |.....................| 0.9652 | -1.487 | -1.684 | 0.3572 | -#> |<span style='font-weight: bold;'> 58</span>| 476.18235 | 1.000 | -1.690 | -0.9781 | -0.8961 | -#> |.....................| -0.8818 | -0.1915 | -0.8548 | -0.7635 | -#> |.....................| -1.041 | -0.6068 | -0.6702 | -0.6625 | -#> | U| 476.18235 | 93.04 | -5.990 | -1.003 | -0.1117 | -#> |.....................| 2.264 | 1.606 | 0.03055 | 0.8458 | -#> |.....................| 0.7299 | 1.531 | 1.281 | 1.294 | -#> | X|<span style='font-weight: bold;'> 476.18235</span> | 93.04 | 0.002505 | 0.2684 | 0.8943 | -#> |.....................| 9.617 | 1.606 | 0.03055 | 0.8458 | -#> |.....................| 0.7299 | 1.531 | 1.281 | 1.294 | -#> |<span style='font-weight: bold;'> 59</span>| 476.08231 | 1.003 | -1.678 | -0.9530 | -0.9107 | -#> |.....................| -0.8858 | -0.2215 | -0.8479 | -0.7811 | -#> |.....................| -1.035 | -0.6092 | -0.7010 | -0.6265 | -#> | U| 476.08231 | 93.25 | -5.978 | -0.9792 | -0.1263 | -#> |.....................| 2.260 | 1.588 | 0.03066 | 0.8325 | -#> |.....................| 0.7350 | 1.528 | 1.248 | 1.332 | -#> | X|<span style='font-weight: bold;'> 476.08231</span> | 93.25 | 0.002533 | 0.2730 | 0.8814 | -#> |.....................| 9.579 | 1.588 | 0.03066 | 0.8325 | -#> |.....................| 0.7350 | 1.528 | 1.248 | 1.332 | -#> | F| Forward Diff. | 18.25 | -0.08933 | -0.2508 | 0.5157 | -#> |.....................| 0.8830 | -3.835 | -1.133 | -1.026 | -#> |.....................| -1.010 | -2.153 | -0.2439 | -1.007 | -#> |<span style='font-weight: bold;'> 60</span>| 476.03808 | 1.001 | -1.672 | -0.9320 | -0.9310 | -#> |.....................| -0.9291 | -0.2079 | -0.8419 | -0.7733 | -#> |.....................| -1.039 | -0.6026 | -0.6913 | -0.6380 | -#> | U| 476.03808 | 93.13 | -5.972 | -0.9594 | -0.1466 | -#> |.....................| 2.216 | 1.596 | 0.03074 | 0.8384 | -#> |.....................| 0.7314 | 1.536 | 1.259 | 1.320 | -#> | X|<span style='font-weight: bold;'> 476.03808</span> | 93.13 | 0.002548 | 0.2770 | 0.8636 | -#> |.....................| 9.173 | 1.596 | 0.03074 | 0.8384 | -#> |.....................| 0.7314 | 1.536 | 1.259 | 1.320 | -#> | F| Forward Diff. | -5.407 | -0.06545 | 0.6727 | 0.05373 | -#> |.....................| -0.4541 | -1.330 | -0.5709 | -0.1224 | -#> |.....................| -0.8702 | -1.228 | 0.2640 | -1.506 | -#> |<span style='font-weight: bold;'> 61</span>| 476.03300 | 1.003 | -1.664 | -0.9621 | -0.9598 | -#> |.....................| -0.9520 | -0.2020 | -0.8337 | -0.7650 | -#> |.....................| -1.042 | -0.6106 | -0.7076 | -0.6154 | -#> | U| 476.033 | 93.29 | -5.964 | -0.9878 | -0.1754 | -#> |.....................| 2.193 | 1.599 | 0.03087 | 0.8447 | -#> |.....................| 0.7289 | 1.526 | 1.241 | 1.344 | -#> | X|<span style='font-weight: bold;'> 476.033</span> | 93.29 | 0.002569 | 0.2714 | 0.8391 | -#> |.....................| 8.966 | 1.599 | 0.03087 | 0.8447 | -#> |.....................| 0.7289 | 1.526 | 1.241 | 1.344 | -#> | F| Forward Diff. | 15.25 | -0.008049 | -0.5780 | -0.5632 | -#> |.....................| -0.9601 | -0.9870 | -0.1614 | -0.08306 | -#> |.....................| 0.3446 | -1.564 | -0.5735 | -0.5777 | -#> |<span style='font-weight: bold;'> 62</span>| 475.98457 | 1.001 | -1.657 | -0.9620 | -0.9650 | -#> |.....................| -0.9284 | -0.2016 | -0.8312 | -0.7567 | -#> |.....................| -1.045 | -0.6004 | -0.7091 | -0.6133 | -#> | U| 475.98457 | 93.13 | -5.957 | -0.9877 | -0.1806 | -#> |.....................| 2.217 | 1.600 | 0.03091 | 0.8511 | -#> |.....................| 0.7262 | 1.538 | 1.240 | 1.346 | -#> | X|<span style='font-weight: bold;'> 475.98457</span> | 93.13 | 0.002588 | 0.2714 | 0.8347 | -#> |.....................| 9.180 | 1.600 | 0.03091 | 0.8511 | -#> |.....................| 0.7262 | 1.538 | 1.240 | 1.346 | -#> |<span style='font-weight: bold;'> 63</span>| 475.96536 | 1.003 | -1.649 | -0.9620 | -0.9705 | -#> |.....................| -0.9043 | -0.2014 | -0.8286 | -0.7480 | -#> |.....................| -1.048 | -0.5903 | -0.7109 | -0.6113 | -#> | U| 475.96536 | 93.24 | -5.949 | -0.9876 | -0.1861 | -#> |.....................| 2.241 | 1.600 | 0.03094 | 0.8576 | -#> |.....................| 0.7235 | 1.551 | 1.238 | 1.349 | -#> | X|<span style='font-weight: bold;'> 475.96536</span> | 93.24 | 0.002608 | 0.2714 | 0.8302 | -#> |.....................| 9.403 | 1.600 | 0.03094 | 0.8576 | -#> |.....................| 0.7235 | 1.551 | 1.238 | 1.349 | -#> |<span style='font-weight: bold;'> 64</span>| 476.05821 | 1.003 | -1.627 | -0.9618 | -0.9866 | -#> |.....................| -0.8332 | -0.2007 | -0.8211 | -0.7226 | -#> |.....................| -1.057 | -0.5602 | -0.7159 | -0.6052 | -#> | U| 476.05821 | 93.28 | -5.927 | -0.9874 | -0.2022 | -#> |.....................| 2.312 | 1.600 | 0.03106 | 0.8769 | -#> |.....................| 0.7156 | 1.587 | 1.233 | 1.355 | -#> | X|<span style='font-weight: bold;'> 476.05821</span> | 93.28 | 0.002666 | 0.2714 | 0.8169 | -#> |.....................| 10.10 | 1.600 | 0.03106 | 0.8769 | -#> |.....................| 0.7156 | 1.587 | 1.233 | 1.355 | -#> | F| Forward Diff. | 11.90 | 0.05098 | -0.6601 | -0.8657 | -#> |.....................| 0.4347 | -0.9523 | -0.3178 | -0.1283 | -#> |.....................| -0.1024 | -0.7800 | -0.7284 | -0.4981 | -#> |<span style='font-weight: bold;'> 65</span>| 476.00714 | 1.001 | -1.643 | -0.9512 | -0.8390 | -#> |.....................| -0.8932 | -0.2051 | -0.7956 | -0.7365 | -#> |.....................| -1.045 | -0.5599 | -0.7127 | -0.5744 | -#> | U| 476.00714 | 93.11 | -5.943 | -0.9775 | -0.05460 | -#> |.....................| 2.252 | 1.598 | 0.03144 | 0.8663 | -#> |.....................| 0.7264 | 1.588 | 1.236 | 1.388 | -#> | X|<span style='font-weight: bold;'> 476.00714</span> | 93.11 | 0.002624 | 0.2734 | 0.9469 | -#> |.....................| 9.508 | 1.598 | 0.03144 | 0.8663 | -#> |.....................| 0.7264 | 1.588 | 1.236 | 1.388 | -#> |<span style='font-weight: bold;'> 66</span>| 475.93814 | 1.000 | -1.647 | -0.9575 | -0.9171 | -#> |.....................| -0.8999 | -0.2027 | -0.8152 | -0.7434 | -#> |.....................| -1.047 | -0.5779 | -0.7115 | -0.5963 | -#> | U| 475.93814 | 93.01 | -5.947 | -0.9834 | -0.1327 | -#> |.....................| 2.245 | 1.599 | 0.03115 | 0.8612 | -#> |.....................| 0.7247 | 1.566 | 1.237 | 1.365 | -#> | X|<span style='font-weight: bold;'> 475.93814</span> | 93.01 | 0.002614 | 0.2722 | 0.8757 | -#> |.....................| 9.445 | 1.599 | 0.03115 | 0.8612 | -#> |.....................| 0.7247 | 1.566 | 1.237 | 1.365 | -#> | F| Forward Diff. | -23.67 | 0.03897 | -0.7058 | 0.2979 | -#> |.....................| 0.2507 | -0.5051 | -0.4675 | -0.05050 | -#> |.....................| -1.329 | -0.1594 | -0.7628 | 0.1885 | -#> |<span style='font-weight: bold;'> 67</span>| 475.98668 | 1.003 | -1.653 | -0.9119 | -0.8938 | -#> |.....................| -0.8940 | -0.2050 | -0.7980 | -0.7479 | -#> |.....................| -1.040 | -0.5617 | -0.7056 | -0.5853 | -#> | U| 475.98668 | 93.26 | -5.953 | -0.9406 | -0.1094 | -#> |.....................| 2.251 | 1.598 | 0.03140 | 0.8577 | -#> |.....................| 0.7310 | 1.586 | 1.243 | 1.376 | -#> | X|<span style='font-weight: bold;'> 475.98668</span> | 93.26 | 0.002598 | 0.2808 | 0.8964 | -#> |.....................| 9.501 | 1.598 | 0.03140 | 0.8577 | -#> |.....................| 0.7310 | 1.586 | 1.243 | 1.376 | -#> |<span style='font-weight: bold;'> 68</span>| 475.93401 | 1.003 | -1.649 | -0.9419 | -0.9092 | -#> |.....................| -0.8979 | -0.2035 | -0.8093 | -0.7449 | -#> |.....................| -1.044 | -0.5723 | -0.7094 | -0.5925 | -#> | U| 475.93401 | 93.26 | -5.949 | -0.9687 | -0.1248 | -#> |.....................| 2.247 | 1.599 | 0.03123 | 0.8600 | -#> |.....................| 0.7270 | 1.573 | 1.239 | 1.369 | -#> | X|<span style='font-weight: bold;'> 475.93401</span> | 93.26 | 0.002609 | 0.2751 | 0.8827 | -#> |.....................| 9.464 | 1.599 | 0.03123 | 0.8600 | -#> |.....................| 0.7270 | 1.573 | 1.239 | 1.369 | -#> | F| Forward Diff. | 21.62 | 0.03755 | 0.3553 | 0.5344 | -#> |.....................| 0.5780 | -0.8226 | -0.2181 | -0.2167 | -#> |.....................| -1.049 | 0.002537 | -0.7279 | 0.2347 | -#> |<span style='font-weight: bold;'> 69</span>| 475.92580 | 1.001 | -1.653 | -0.9417 | -0.9124 | -#> |.....................| -0.8966 | -0.2037 | -0.8058 | -0.7501 | -#> |.....................| -1.041 | -0.5739 | -0.7048 | -0.5926 | -#> | U| 475.9258 | 93.12 | -5.953 | -0.9686 | -0.1280 | -#> |.....................| 2.249 | 1.598 | 0.03129 | 0.8560 | -#> |.....................| 0.7297 | 1.571 | 1.244 | 1.369 | -#> | X|<span style='font-weight: bold;'> 475.9258</span> | 93.12 | 0.002598 | 0.2752 | 0.8798 | -#> |.....................| 9.476 | 1.598 | 0.03129 | 0.8560 | -#> |.....................| 0.7297 | 1.571 | 1.244 | 1.369 | -#> | F| Forward Diff. | -1.238 | 0.003180 | 0.2025 | 0.4289 | -#> |.....................| 0.4493 | -0.2935 | -0.2270 | -0.1209 | -#> |.....................| 0.3327 | -0.04065 | -0.4864 | 0.2705 | -#> |<span style='font-weight: bold;'> 70</span>| 475.92421 | 1.002 | -1.655 | -0.9475 | -0.9180 | -#> |.....................| -0.8971 | -0.2051 | -0.8017 | -0.7499 | -#> |.....................| -1.041 | -0.5760 | -0.7024 | -0.5951 | -#> | U| 475.92421 | 93.14 | -5.955 | -0.9740 | -0.1336 | -#> |.....................| 2.248 | 1.598 | 0.03135 | 0.8562 | -#> |.....................| 0.7299 | 1.568 | 1.247 | 1.366 | -#> | X|<span style='font-weight: bold;'> 475.92421</span> | 93.14 | 0.002593 | 0.2741 | 0.8749 | -#> |.....................| 9.472 | 1.598 | 0.03135 | 0.8562 | -#> |.....................| 0.7299 | 1.568 | 1.247 | 1.366 | -#> | F| Forward Diff. | 1.572 | 0.0005078 | -0.07939 | 0.3039 | -#> |.....................| 0.4520 | -0.5123 | -0.2298 | -0.1955 | -#> |.....................| 0.3506 | -0.1759 | -0.3471 | 0.1717 | -#> |<span style='font-weight: bold;'> 71</span>| 475.91356 | 1.001 | -1.654 | -0.9476 | -0.9223 | -#> |.....................| -0.8992 | -0.2071 | -0.7965 | -0.7440 | -#> |.....................| -1.043 | -0.5749 | -0.7035 | -0.5974 | -#> | U| 475.91356 | 93.12 | -5.954 | -0.9741 | -0.1379 | -#> |.....................| 2.246 | 1.596 | 0.03143 | 0.8607 | -#> |.....................| 0.7278 | 1.569 | 1.246 | 1.363 | -#> | X|<span style='font-weight: bold;'> 475.91356</span> | 93.12 | 0.002596 | 0.2741 | 0.8712 | -#> |.....................| 9.452 | 1.596 | 0.03143 | 0.8607 | -#> |.....................| 0.7278 | 1.569 | 1.246 | 1.363 | -#> |<span style='font-weight: bold;'> 72</span>| 475.89054 | 1.001 | -1.650 | -0.9479 | -0.9349 | -#> |.....................| -0.9054 | -0.2136 | -0.7808 | -0.7261 | -#> |.....................| -1.051 | -0.5716 | -0.7071 | -0.6043 | -#> | U| 475.89054 | 93.11 | -5.950 | -0.9744 | -0.1505 | -#> |.....................| 2.240 | 1.592 | 0.03166 | 0.8742 | -#> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 | -#> | X|<span style='font-weight: bold;'> 475.89054</span> | 93.11 | 0.002606 | 0.2740 | 0.8602 | -#> |.....................| 9.393 | 1.592 | 0.03166 | 0.8742 | -#> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 | -#> | F| Forward Diff. | -3.467 | 0.05330 | -0.1133 | -0.1045 | -#> |.....................| 0.1362 | -0.3304 | -0.2172 | 0.04726 | -#> |.....................| -1.416 | 0.08323 | -0.4566 | -0.2851 | -#> |<span style='font-weight: bold;'> 73</span>| 476.06529 | 1.002 | -1.688 | -0.8959 | -0.9784 | -#> |.....................| -0.9076 | -0.2354 | -0.6823 | -0.7302 | -#> |.....................| -1.035 | -0.5603 | -0.6700 | -0.6079 | -#> | U| 476.06529 | 93.20 | -5.988 | -0.9255 | -0.1940 | -#> |.....................| 2.238 | 1.579 | 0.03314 | 0.8712 | -#> |.....................| 0.7347 | 1.587 | 1.281 | 1.352 | -#> | X|<span style='font-weight: bold;'> 476.06529</span> | 93.20 | 0.002510 | 0.2838 | 0.8236 | -#> |.....................| 9.372 | 1.579 | 0.03314 | 0.8712 | -#> |.....................| 0.7347 | 1.587 | 1.281 | 1.352 | -#> |<span style='font-weight: bold;'> 74</span>| 475.89054 | 1.001 | -1.650 | -0.9479 | -0.9349 | -#> |.....................| -0.9054 | -0.2136 | -0.7808 | -0.7261 | -#> |.....................| -1.051 | -0.5716 | -0.7071 | -0.6043 | -#> | U| 475.89054 | 93.11 | -5.950 | -0.9744 | -0.1505 | -#> |.....................| 2.240 | 1.592 | 0.03166 | 0.8742 | -#> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 | -#> | X|<span style='font-weight: bold;'> 475.89054</span> | 93.11 | 0.002606 | 0.2740 | 0.8602 | -#> |.....................| 9.393 | 1.592 | 0.03166 | 0.8742 | -#> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 | -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_focei_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 | -#> |.....................| log_k2 | g_qlogis | sigma_low | rsd_high | -#> |.....................| o1 | o2 | o3 | o4 | -#> <span style='text-decoration: underline;'>|.....................| o5 | o6 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 495.48573 | 1.000 | -1.000 | -0.9104 | -0.9376 | -#> |.....................| -0.9875 | -0.8823 | -0.8746 | -0.8907 | -#> |.....................| -0.8767 | -0.8731 | -0.8673 | -0.8720 | -#> <span style='text-decoration: underline;'>|.....................| -0.8739 | -0.8666 |...........|...........|</span> -#> | U| 495.48573 | 91.00 | -5.200 | -0.8900 | -2.200 | -#> |.....................| -4.600 | 0.4600 | 0.8300 | 0.05800 | -#> |.....................| 0.7311 | 0.9036 | 1.183 | 0.9554 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 495.48573</span> | 91.00 | 0.005517 | 0.2911 | 0.1108 | -#> |.....................| 0.01005 | 0.6130 | 0.8300 | 0.05800 | -#> |.....................| 0.7311 | 0.9036 | 1.183 | 0.9554 | -#> <span style='text-decoration: underline;'>|.....................| 0.8633 | 1.214 |...........|...........|</span> -#> | G| Gill Diff. | -0.9650 | 2.223 | -0.3153 | -0.01817 | -#> |.....................| -0.3350 | 0.6789 | -29.17 | -19.58 | -#> |.....................| 0.9642 | 9.851 | -11.94 | -1.319 | -#> <span style='text-decoration: underline;'>|.....................| 8.578 | -12.45 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 487.27153 | 1.023 | -1.054 | -0.9028 | -0.9372 | -#> |.....................| -0.9794 | -0.8987 | -0.1695 | -0.4175 | -#> |.....................| -0.9000 | -1.111 | -0.5788 | -0.8401 | -#> <span style='text-decoration: underline;'>|.....................| -1.081 | -0.5657 |...........|...........|</span> -#> | U| 487.27153 | 93.12 | -5.254 | -0.8832 | -2.200 | -#> |.....................| -4.592 | 0.4525 | 1.123 | 0.07172 | -#> |.....................| 0.7141 | 0.6884 | 1.525 | 0.9859 | -#> <span style='text-decoration: underline;'>|.....................| 0.6843 | 1.580 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 487.27153</span> | 93.12 | 0.005228 | 0.2925 | 0.1109 | -#> |.....................| 0.01013 | 0.6112 | 1.123 | 0.07172 | -#> |.....................| 0.7141 | 0.6884 | 1.525 | 0.9859 | -#> <span style='text-decoration: underline;'>|.....................| 0.6843 | 1.580 |...........|...........|</span> -#> | F| Forward Diff. | 131.2 | 1.375 | 2.844 | -0.2311 | -#> |.....................| 0.2724 | 0.4206 | 9.234 | 14.82 | -#> |.....................| -0.3432 | -1.547 | -2.137 | 2.699 | -#> <span style='text-decoration: underline;'>|.....................| -4.845 | -6.389 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 3806.3530 | 0.1967 | -1.082 | -0.9181 | -0.9356 | -#> |.....................| -0.9782 | -0.9073 | 0.02635 | -0.3409 | -#> |.....................| -0.9062 | -1.204 | -0.4610 | -0.8458 | -#> <span style='text-decoration: underline;'>|.....................| -1.125 | -0.4164 |...........|...........|</span> -#> | U| 3806.353 | 17.90 | -5.282 | -0.8969 | -2.198 | -#> |.....................| -4.591 | 0.4485 | 1.204 | 0.07394 | -#> |.....................| 0.7095 | 0.6043 | 1.664 | 0.9805 | -#> <span style='text-decoration: underline;'>|.....................| 0.6463 | 1.761 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 3806.353</span> | 17.90 | 0.005083 | 0.2897 | 0.1110 | -#> |.....................| 0.01015 | 0.6103 | 1.204 | 0.07394 | -#> |.....................| 0.7095 | 0.6043 | 1.664 | 0.9805 | -#> <span style='text-decoration: underline;'>|.....................| 0.6463 | 1.761 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 498.29847 | 0.9363 | -1.055 | -0.9047 | -0.9370 | -#> |.....................| -0.9796 | -0.8990 | -0.1756 | -0.4273 | -#> |.....................| -0.8998 | -1.110 | -0.5773 | -0.8419 | -#> <span style='text-decoration: underline;'>|.....................| -1.078 | -0.5615 |...........|...........|</span> -#> | U| 498.29847 | 85.20 | -5.255 | -0.8849 | -2.199 | -#> |.....................| -4.592 | 0.4523 | 1.120 | 0.07144 | -#> |.....................| 0.7142 | 0.6894 | 1.526 | 0.9842 | -#> <span style='text-decoration: underline;'>|.....................| 0.6871 | 1.585 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 498.29847</span> | 85.20 | 0.005223 | 0.2922 | 0.1109 | -#> |.....................| 0.01013 | 0.6112 | 1.120 | 0.07144 | -#> |.....................| 0.7142 | 0.6894 | 1.526 | 0.9842 | -#> <span style='text-decoration: underline;'>|.....................| 0.6871 | 1.585 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 485.66266 | 1.001 | -1.054 | -0.9033 | -0.9372 | -#> |.....................| -0.9795 | -0.8988 | -0.1711 | -0.4200 | -#> |.....................| -0.8999 | -1.111 | -0.5784 | -0.8406 | -#> <span style='text-decoration: underline;'>|.....................| -1.080 | -0.5646 |...........|...........|</span> -#> | U| 485.66266 | 91.08 | -5.254 | -0.8836 | -2.200 | -#> |.....................| -4.592 | 0.4524 | 1.122 | 0.07165 | -#> |.....................| 0.7141 | 0.6887 | 1.525 | 0.9855 | -#> <span style='text-decoration: underline;'>|.....................| 0.6850 | 1.581 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 485.66266</span> | 91.08 | 0.005227 | 0.2924 | 0.1109 | -#> |.....................| 0.01013 | 0.6112 | 1.122 | 0.07165 | -#> |.....................| 0.7141 | 0.6887 | 1.525 | 0.9855 | -#> <span style='text-decoration: underline;'>|.....................| 0.6850 | 1.581 |...........|...........|</span> -#> | F| Forward Diff. | 5.221 | 1.276 | 0.8286 | 0.07146 | -#> |.....................| 0.3378 | 0.6177 | 8.950 | 14.42 | -#> |.....................| -2.232 | -2.934 | -2.090 | 2.822 | -#> <span style='text-decoration: underline;'>|.....................| -4.031 | -6.085 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 485.32609 | 0.9950 | -1.055 | -0.9042 | -0.9372 | -#> |.....................| -0.9799 | -0.8995 | -0.1813 | -0.4364 | -#> |.....................| -0.8974 | -1.108 | -0.5760 | -0.8438 | -#> <span style='text-decoration: underline;'>|.....................| -1.076 | -0.5577 |...........|...........|</span> -#> | U| 485.32609 | 90.54 | -5.255 | -0.8845 | -2.200 | -#> |.....................| -4.592 | 0.4521 | 1.118 | 0.07117 | -#> |.....................| 0.7160 | 0.6917 | 1.528 | 0.9824 | -#> <span style='text-decoration: underline;'>|.....................| 0.6890 | 1.589 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 485.32609</span> | 90.54 | 0.005219 | 0.2922 | 0.1108 | -#> |.....................| 0.01013 | 0.6111 | 1.118 | 0.07117 | -#> |.....................| 0.7160 | 0.6917 | 1.528 | 0.9824 | -#> <span style='text-decoration: underline;'>|.....................| 0.6890 | 1.589 |...........|...........|</span> -#> | F| Forward Diff. | -30.72 | 1.256 | 0.2407 | 0.1468 | -#> |.....................| 0.3576 | 0.6982 | 8.550 | 13.79 | -#> |.....................| -2.152 | -3.092 | -1.869 | 2.672 | -#> <span style='text-decoration: underline;'>|.....................| -3.399 | -5.827 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 484.94767 | 1.003 | -1.055 | -0.9045 | -0.9373 | -#> |.....................| -0.9801 | -0.8996 | -0.1956 | -0.4497 | -#> |.....................| -0.8963 | -1.103 | -0.5795 | -0.8455 | -#> <span style='text-decoration: underline;'>|.....................| -1.071 | -0.5595 |...........|...........|</span> -#> | U| 484.94767 | 91.28 | -5.255 | -0.8848 | -2.200 | -#> |.....................| -4.593 | 0.4521 | 1.112 | 0.07079 | -#> |.....................| 0.7168 | 0.6961 | 1.524 | 0.9808 | -#> <span style='text-decoration: underline;'>|.....................| 0.6930 | 1.587 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 484.94767</span> | 91.28 | 0.005220 | 0.2922 | 0.1108 | -#> |.....................| 0.01013 | 0.6111 | 1.112 | 0.07079 | -#> |.....................| 0.7168 | 0.6961 | 1.524 | 0.9808 | -#> <span style='text-decoration: underline;'>|.....................| 0.6930 | 1.587 |...........|...........|</span> -#> | F| Forward Diff. | 16.95 | 1.308 | 0.9181 | 0.03760 | -#> |.....................| 0.3308 | 0.6549 | 8.124 | 13.74 | -#> |.....................| -1.975 | -2.369 | -2.107 | 2.437 | -#> <span style='text-decoration: underline;'>|.....................| -3.334 | -5.928 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 484.63747 | 0.9965 | -1.055 | -0.9051 | -0.9373 | -#> |.....................| -0.9805 | -0.8998 | -0.2100 | -0.4642 | -#> |.....................| -0.8952 | -1.098 | -0.5823 | -0.8472 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.5602 |...........|...........|</span> -#> | U| 484.63747 | 90.68 | -5.255 | -0.8853 | -2.200 | -#> |.....................| -4.593 | 0.4520 | 1.106 | 0.07037 | -#> |.....................| 0.7176 | 0.7002 | 1.521 | 0.9792 | -#> <span style='text-decoration: underline;'>|.....................| 0.6968 | 1.586 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 484.63747</span> | 90.68 | 0.005220 | 0.2921 | 0.1108 | -#> |.....................| 0.01012 | 0.6111 | 1.106 | 0.07037 | -#> |.....................| 0.7176 | 0.7002 | 1.521 | 0.9792 | -#> <span style='text-decoration: underline;'>|.....................| 0.6968 | 1.586 |...........|...........|</span> -#> | F| Forward Diff. | -22.67 | 1.288 | 0.2773 | 0.1211 | -#> |.....................| 0.3459 | 0.7203 | 8.028 | 13.24 | -#> |.....................| -1.967 | -2.555 | -2.117 | 2.333 | -#> <span style='text-decoration: underline;'>|.....................| -2.789 | -5.812 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 484.31288 | 1.003 | -1.055 | -0.9054 | -0.9374 | -#> |.....................| -0.9808 | -0.9000 | -0.2248 | -0.4783 | -#> |.....................| -0.8942 | -1.094 | -0.5856 | -0.8486 | -#> <span style='text-decoration: underline;'>|.....................| -1.063 | -0.5617 |...........|...........|</span> -#> | U| 484.31288 | 91.27 | -5.255 | -0.8855 | -2.200 | -#> |.....................| -4.593 | 0.4519 | 1.100 | 0.06996 | -#> |.....................| 0.7183 | 0.7043 | 1.517 | 0.9778 | -#> <span style='text-decoration: underline;'>|.....................| 0.7003 | 1.585 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 484.31288</span> | 91.27 | 0.005220 | 0.2920 | 0.1108 | -#> |.....................| 0.01012 | 0.6111 | 1.100 | 0.06996 | -#> |.....................| 0.7183 | 0.7043 | 1.517 | 0.9778 | -#> <span style='text-decoration: underline;'>|.....................| 0.7003 | 1.585 |...........|...........|</span> -#> | F| Forward Diff. | 16.32 | 1.333 | 0.8110 | 0.03416 | -#> |.....................| 0.3225 | 0.6774 | 7.502 | 12.95 | -#> |.....................| -1.990 | -1.849 | -2.190 | 2.193 | -#> <span style='text-decoration: underline;'>|.....................| -2.714 | -5.891 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 484.03445 | 0.9966 | -1.055 | -0.9058 | -0.9374 | -#> |.....................| -0.9811 | -0.9003 | -0.2393 | -0.4932 | -#> |.....................| -0.8929 | -1.090 | -0.5881 | -0.8501 | -#> <span style='text-decoration: underline;'>|.....................| -1.059 | -0.5620 |...........|...........|</span> -#> | U| 484.03445 | 90.69 | -5.255 | -0.8859 | -2.200 | -#> |.....................| -4.594 | 0.4517 | 1.094 | 0.06953 | -#> |.....................| 0.7192 | 0.7079 | 1.514 | 0.9764 | -#> <span style='text-decoration: underline;'>|.....................| 0.7034 | 1.584 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 484.03445</span> | 90.69 | 0.005219 | 0.2919 | 0.1108 | -#> |.....................| 0.01012 | 0.6110 | 1.094 | 0.06953 | -#> |.....................| 0.7192 | 0.7079 | 1.514 | 0.9764 | -#> <span style='text-decoration: underline;'>|.....................| 0.7034 | 1.584 |...........|...........|</span> -#> | F| Forward Diff. | -23.34 | 1.311 | 0.1997 | 0.1136 | -#> |.....................| 0.3397 | 0.7422 | 7.043 | 12.17 | -#> |.....................| -1.843 | -2.075 | -2.300 | 2.141 | -#> <span style='text-decoration: underline;'>|.....................| -2.235 | -5.778 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 483.72794 | 1.003 | -1.056 | -0.9061 | -0.9374 | -#> |.....................| -0.9815 | -0.9008 | -0.2540 | -0.5081 | -#> |.....................| -0.8918 | -1.086 | -0.5906 | -0.8514 | -#> <span style='text-decoration: underline;'>|.....................| -1.056 | -0.5623 |...........|...........|</span> -#> | U| 483.72794 | 91.28 | -5.256 | -0.8861 | -2.200 | -#> |.....................| -4.594 | 0.4515 | 1.088 | 0.06909 | -#> |.....................| 0.7200 | 0.7113 | 1.511 | 0.9751 | -#> <span style='text-decoration: underline;'>|.....................| 0.7061 | 1.584 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 483.72794</span> | 91.28 | 0.005217 | 0.2919 | 0.1108 | -#> |.....................| 0.01011 | 0.6110 | 1.088 | 0.06909 | -#> |.....................| 0.7200 | 0.7113 | 1.511 | 0.9751 | -#> <span style='text-decoration: underline;'>|.....................| 0.7061 | 1.584 |...........|...........|</span> -#> | F| Forward Diff. | 16.56 | 1.355 | 0.7367 | 0.03002 | -#> |.....................| 0.3166 | 0.7021 | 6.528 | 11.89 | -#> |.....................| -1.880 | -1.512 | -2.404 | 1.917 | -#> <span style='text-decoration: underline;'>|.....................| -2.215 | -5.846 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 483.44272 | 0.9974 | -1.057 | -0.9064 | -0.9375 | -#> |.....................| -0.9820 | -0.9016 | -0.2678 | -0.5243 | -#> |.....................| -0.8904 | -1.083 | -0.5914 | -0.8528 | -#> <span style='text-decoration: underline;'>|.....................| -1.054 | -0.5601 |...........|...........|</span> -#> | U| 483.44272 | 90.76 | -5.257 | -0.8865 | -2.200 | -#> |.....................| -4.594 | 0.4511 | 1.082 | 0.06862 | -#> |.....................| 0.7211 | 0.7141 | 1.510 | 0.9738 | -#> <span style='text-decoration: underline;'>|.....................| 0.7081 | 1.587 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 483.44272</span> | 90.76 | 0.005212 | 0.2918 | 0.1108 | -#> |.....................| 0.01011 | 0.6109 | 1.082 | 0.06862 | -#> |.....................| 0.7211 | 0.7141 | 1.510 | 0.9738 | -#> <span style='text-decoration: underline;'>|.....................| 0.7081 | 1.587 |...........|...........|</span> -#> | F| Forward Diff. | -19.50 | 1.332 | 0.2061 | 0.1022 | -#> |.....................| 0.3336 | 0.7519 | 5.944 | 11.09 | -#> |.....................| -1.878 | -1.675 | -2.404 | 1.054 | -#> <span style='text-decoration: underline;'>|.....................| -1.833 | -5.715 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 483.13758 | 1.003 | -1.059 | -0.9067 | -0.9375 | -#> |.....................| -0.9826 | -0.9029 | -0.2791 | -0.5415 | -#> |.....................| -0.8881 | -1.081 | -0.5896 | -0.8508 | -#> <span style='text-decoration: underline;'>|.....................| -1.053 | -0.5541 |...........|...........|</span> -#> | U| 483.13758 | 91.30 | -5.259 | -0.8867 | -2.200 | -#> |.....................| -4.595 | 0.4505 | 1.077 | 0.06813 | -#> |.....................| 0.7227 | 0.7157 | 1.512 | 0.9758 | -#> <span style='text-decoration: underline;'>|.....................| 0.7089 | 1.594 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 483.13758</span> | 91.30 | 0.005202 | 0.2918 | 0.1108 | -#> |.....................| 0.01010 | 0.6108 | 1.077 | 0.06813 | -#> |.....................| 0.7227 | 0.7157 | 1.512 | 0.9758 | -#> <span style='text-decoration: underline;'>|.....................| 0.7089 | 1.594 |...........|...........|</span> -#> | F| Forward Diff. | 16.83 | 1.368 | 0.7006 | 0.02276 | -#> |.....................| 0.3159 | 0.7144 | 5.487 | 10.74 | -#> |.....................| -1.773 | -1.125 | -2.251 | 1.956 | -#> <span style='text-decoration: underline;'>|.....................| -1.882 | -5.671 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 482.85180 | 0.9981 | -1.062 | -0.9072 | -0.9376 | -#> |.....................| -0.9834 | -0.9050 | -0.2850 | -0.5582 | -#> |.....................| -0.8853 | -1.082 | -0.5852 | -0.8503 | -#> <span style='text-decoration: underline;'>|.....................| -1.053 | -0.5428 |...........|...........|</span> -#> | U| 482.8518 | 90.83 | -5.262 | -0.8872 | -2.200 | -#> |.....................| -4.596 | 0.4496 | 1.075 | 0.06764 | -#> |.....................| 0.7248 | 0.7152 | 1.517 | 0.9762 | -#> <span style='text-decoration: underline;'>|.....................| 0.7084 | 1.607 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 482.8518</span> | 90.83 | 0.005184 | 0.2917 | 0.1108 | -#> |.....................| 0.01009 | 0.6105 | 1.075 | 0.06764 | -#> |.....................| 0.7248 | 0.7152 | 1.517 | 0.9762 | -#> <span style='text-decoration: underline;'>|.....................| 0.7084 | 1.607 |...........|...........|</span> -#> | F| Forward Diff. | -16.64 | 1.337 | 0.2421 | 0.09047 | -#> |.....................| 0.3389 | 0.7643 | 5.051 | 10.06 | -#> |.....................| -1.787 | -1.445 | -2.047 | 2.073 | -#> <span style='text-decoration: underline;'>|.....................| -1.627 | -5.410 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 482.60290 | 1.003 | -1.066 | -0.9079 | -0.9377 | -#> |.....................| -0.9844 | -0.9075 | -0.2858 | -0.5723 | -#> |.....................| -0.8822 | -1.083 | -0.5806 | -0.8571 | -#> <span style='text-decoration: underline;'>|.....................| -1.055 | -0.5294 |...........|...........|</span> -#> | U| 482.6029 | 91.28 | -5.266 | -0.8878 | -2.200 | -#> |.....................| -4.597 | 0.4484 | 1.074 | 0.06723 | -#> |.....................| 0.7271 | 0.7136 | 1.523 | 0.9697 | -#> <span style='text-decoration: underline;'>|.....................| 0.7072 | 1.624 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 482.6029</span> | 91.28 | 0.005162 | 0.2916 | 0.1108 | -#> |.....................| 0.01008 | 0.6103 | 1.074 | 0.06723 | -#> |.....................| 0.7271 | 0.7136 | 1.523 | 0.9697 | -#> <span style='text-decoration: underline;'>|.....................| 0.7072 | 1.624 |...........|...........|</span> -#> | F| Forward Diff. | 14.50 | 1.352 | 0.6742 | 0.02192 | -#> |.....................| 0.3317 | 0.7297 | 4.803 | 9.894 | -#> |.....................| -1.694 | -1.220 | -2.031 | 1.506 | -#> <span style='text-decoration: underline;'>|.....................| -1.722 | -5.269 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 482.37953 | 0.9987 | -1.071 | -0.9090 | -0.9377 | -#> |.....................| -0.9857 | -0.9106 | -0.2840 | -0.5862 | -#> |.....................| -0.8787 | -1.084 | -0.5758 | -0.8611 | -#> <span style='text-decoration: underline;'>|.....................| -1.056 | -0.5150 |...........|...........|</span> -#> | U| 482.37953 | 90.88 | -5.271 | -0.8888 | -2.200 | -#> |.....................| -4.598 | 0.4470 | 1.075 | 0.06683 | -#> |.....................| 0.7296 | 0.7132 | 1.528 | 0.9659 | -#> <span style='text-decoration: underline;'>|.....................| 0.7058 | 1.641 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 482.37953</span> | 90.88 | 0.005137 | 0.2914 | 0.1108 | -#> |.....................| 0.01007 | 0.6099 | 1.075 | 0.06683 | -#> |.....................| 0.7296 | 0.7132 | 1.528 | 0.9659 | -#> <span style='text-decoration: underline;'>|.....................| 0.7058 | 1.641 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 482.17662 | 0.9986 | -1.077 | -0.9102 | -0.9378 | -#> |.....................| -0.9871 | -0.9141 | -0.2800 | -0.5994 | -#> |.....................| -0.8750 | -1.085 | -0.5707 | -0.8654 | -#> <span style='text-decoration: underline;'>|.....................| -1.059 | -0.4996 |...........|...........|</span> -#> | U| 482.17662 | 90.88 | -5.277 | -0.8898 | -2.200 | -#> |.....................| -4.600 | 0.4454 | 1.077 | 0.06645 | -#> |.....................| 0.7323 | 0.7123 | 1.534 | 0.9618 | -#> <span style='text-decoration: underline;'>|.....................| 0.7037 | 1.660 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 482.17662</span> | 90.88 | 0.005108 | 0.2911 | 0.1108 | -#> |.....................| 0.01006 | 0.6095 | 1.077 | 0.06645 | -#> |.....................| 0.7323 | 0.7123 | 1.534 | 0.9618 | -#> <span style='text-decoration: underline;'>|.....................| 0.7037 | 1.660 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 18</span>| 481.54428 | 0.9984 | -1.097 | -0.9142 | -0.9379 | -#> |.....................| -0.9921 | -0.9262 | -0.2660 | -0.6456 | -#> |.....................| -0.8623 | -1.088 | -0.5530 | -0.8805 | -#> <span style='text-decoration: underline;'>|.....................| -1.068 | -0.4457 |...........|...........|</span> -#> | U| 481.54428 | 90.86 | -5.297 | -0.8934 | -2.200 | -#> |.....................| -4.605 | 0.4398 | 1.083 | 0.06511 | -#> |.....................| 0.7417 | 0.7091 | 1.555 | 0.9473 | -#> <span style='text-decoration: underline;'>|.....................| 0.6961 | 1.725 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 481.54428</span> | 90.86 | 0.005009 | 0.2904 | 0.1108 | -#> |.....................| 0.01001 | 0.6082 | 1.083 | 0.06511 | -#> |.....................| 0.7417 | 0.7091 | 1.555 | 0.9473 | -#> <span style='text-decoration: underline;'>|.....................| 0.6961 | 1.725 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 19</span>| 480.42060 | 0.9980 | -1.149 | -0.9249 | -0.9384 | -#> |.....................| -1.006 | -0.9588 | -0.2285 | -0.7695 | -#> |.....................| -0.8280 | -1.098 | -0.5055 | -0.9211 | -#> <span style='text-decoration: underline;'>|.....................| -1.091 | -0.3011 |...........|...........|</span> -#> | U| 480.4206 | 90.81 | -5.349 | -0.9029 | -2.201 | -#> |.....................| -4.618 | 0.4248 | 1.098 | 0.06151 | -#> |.....................| 0.7667 | 0.7005 | 1.611 | 0.9085 | -#> <span style='text-decoration: underline;'>|.....................| 0.6759 | 1.901 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 480.4206</span> | 90.81 | 0.004753 | 0.2885 | 0.1107 | -#> |.....................| 0.009872 | 0.6046 | 1.098 | 0.06151 | -#> |.....................| 0.7667 | 0.7005 | 1.611 | 0.9085 | -#> <span style='text-decoration: underline;'>|.....................| 0.6759 | 1.901 |...........|...........|</span> -#> | F| Forward Diff. | -36.54 | 1.160 | -0.4282 | 0.02550 | -#> |.....................| 0.4248 | 0.7330 | 2.572 | 4.769 | -#> |.....................| -1.047 | -1.982 | 1.244 | -3.305 | -#> <span style='text-decoration: underline;'>|.....................| -1.792 | -2.494 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 20</span>| 480.52888 | 1.003 | -1.232 | -0.9300 | -0.9345 | -#> |.....................| -1.037 | -1.013 | -0.2660 | -0.9542 | -#> |.....................| -0.7770 | -1.021 | -0.6177 | -0.7306 | -#> <span style='text-decoration: underline;'>|.....................| -1.035 | -0.1927 |...........|...........|</span> -#> | U| 480.52888 | 91.28 | -5.432 | -0.9075 | -2.197 | -#> |.....................| -4.649 | 0.3997 | 1.083 | 0.05616 | -#> |.....................| 0.8040 | 0.7699 | 1.479 | 1.091 | -#> <span style='text-decoration: underline;'>|.....................| 0.7247 | 2.033 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 480.52888</span> | 91.28 | 0.004374 | 0.2875 | 0.1111 | -#> |.....................| 0.009571 | 0.5986 | 1.083 | 0.05616 | -#> |.....................| 0.8040 | 0.7699 | 1.479 | 1.091 | -#> <span style='text-decoration: underline;'>|.....................| 0.7247 | 2.033 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 21</span>| 479.69850 | 1.004 | -1.189 | -0.9273 | -0.9365 | -#> |.....................| -1.020 | -0.9850 | -0.2467 | -0.8583 | -#> |.....................| -0.8035 | -1.061 | -0.5593 | -0.8297 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2490 |...........|...........|</span> -#> | U| 479.6985 | 91.34 | -5.389 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4128 | 1.091 | 0.05894 | -#> |.....................| 0.7846 | 0.7338 | 1.548 | 0.9959 | -#> <span style='text-decoration: underline;'>|.....................| 0.6994 | 1.964 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.6985</span> | 91.34 | 0.004567 | 0.2880 | 0.1109 | -#> |.....................| 0.009727 | 0.6018 | 1.091 | 0.05894 | -#> |.....................| 0.7846 | 0.7338 | 1.548 | 0.9959 | -#> <span style='text-decoration: underline;'>|.....................| 0.6994 | 1.964 |...........|...........|</span> -#> | F| Forward Diff. | 5.264 | 1.163 | -0.05494 | -0.06753 | -#> |.....................| 0.3641 | 0.6248 | 0.1998 | 1.877 | -#> |.....................| -0.5696 | 0.3809 | 0.8989 | 3.758 | -#> <span style='text-decoration: underline;'>|.....................| 0.2123 | -1.578 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 22</span>| 479.87893 | 1.001 | -1.256 | -0.9150 | -0.9312 | -#> |.....................| -1.045 | -1.024 | -0.2268 | -0.8946 | -#> |.....................| -0.7799 | -1.052 | -0.6825 | -0.8629 | -#> <span style='text-decoration: underline;'>|.....................| -1.056 | -0.2060 |...........|...........|</span> -#> | U| 479.87893 | 91.06 | -5.456 | -0.8941 | -2.194 | -#> |.....................| -4.658 | 0.3949 | 1.099 | 0.05789 | -#> |.....................| 0.8019 | 0.7416 | 1.402 | 0.9642 | -#> <span style='text-decoration: underline;'>|.....................| 0.7063 | 2.016 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.87893</span> | 91.06 | 0.004269 | 0.2903 | 0.1115 | -#> |.....................| 0.009490 | 0.5975 | 1.099 | 0.05789 | -#> |.....................| 0.8019 | 0.7416 | 1.402 | 0.9642 | -#> <span style='text-decoration: underline;'>|.....................| 0.7063 | 2.016 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 23</span>| 479.70356 | 0.9996 | -1.214 | -0.9229 | -0.9346 | -#> |.....................| -1.029 | -0.9992 | -0.2397 | -0.8723 | -#> |.....................| -0.7947 | -1.058 | -0.6038 | -0.8437 | -#> <span style='text-decoration: underline;'>|.....................| -1.061 | -0.2328 |...........|...........|</span> -#> | U| 479.70356 | 90.96 | -5.414 | -0.9011 | -2.197 | -#> |.....................| -4.642 | 0.4062 | 1.093 | 0.05853 | -#> |.....................| 0.7910 | 0.7364 | 1.495 | 0.9825 | -#> <span style='text-decoration: underline;'>|.....................| 0.7017 | 1.984 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.70356</span> | 90.96 | 0.004455 | 0.2888 | 0.1111 | -#> |.....................| 0.009639 | 0.6002 | 1.093 | 0.05853 | -#> |.....................| 0.7910 | 0.7364 | 1.495 | 0.9825 | -#> <span style='text-decoration: underline;'>|.....................| 0.7017 | 1.984 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 24</span>| 479.71523 | 0.9993 | -1.201 | -0.9253 | -0.9356 | -#> |.....................| -1.025 | -0.9918 | -0.2436 | -0.8656 | -#> |.....................| -0.7992 | -1.060 | -0.5801 | -0.8379 | -#> <span style='text-decoration: underline;'>|.....................| -1.063 | -0.2408 |...........|...........|</span> -#> | U| 479.71523 | 90.93 | -5.401 | -0.9032 | -2.198 | -#> |.....................| -4.637 | 0.4096 | 1.092 | 0.05873 | -#> |.....................| 0.7877 | 0.7349 | 1.523 | 0.9880 | -#> <span style='text-decoration: underline;'>|.....................| 0.7004 | 1.974 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.71523</span> | 90.93 | 0.004513 | 0.2884 | 0.1110 | -#> |.....................| 0.009685 | 0.6010 | 1.092 | 0.05873 | -#> |.....................| 0.7877 | 0.7349 | 1.523 | 0.9880 | -#> <span style='text-decoration: underline;'>|.....................| 0.7004 | 1.974 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 25</span>| 479.73471 | 0.9991 | -1.194 | -0.9266 | -0.9362 | -#> |.....................| -1.022 | -0.9877 | -0.2457 | -0.8619 | -#> |.....................| -0.8017 | -1.061 | -0.5670 | -0.8347 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2453 |...........|...........|</span> -#> | U| 479.73471 | 90.92 | -5.394 | -0.9044 | -2.199 | -#> |.....................| -4.635 | 0.4115 | 1.091 | 0.05884 | -#> |.....................| 0.7859 | 0.7340 | 1.539 | 0.9911 | -#> <span style='text-decoration: underline;'>|.....................| 0.6996 | 1.969 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.73471</span> | 90.92 | 0.004545 | 0.2881 | 0.1110 | -#> |.....................| 0.009710 | 0.6015 | 1.091 | 0.05884 | -#> |.....................| 0.7859 | 0.7340 | 1.539 | 0.9911 | -#> <span style='text-decoration: underline;'>|.....................| 0.6996 | 1.969 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 26</span>| 479.71271 | 1.001 | -1.190 | -0.9273 | -0.9365 | -#> |.....................| -1.021 | -0.9854 | -0.2468 | -0.8594 | -#> |.....................| -0.8032 | -1.061 | -0.5599 | -0.8320 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2481 |...........|...........|</span> -#> | U| 479.71271 | 91.05 | -5.390 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4126 | 1.091 | 0.05891 | -#> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9937 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.965 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.71271</span> | 91.05 | 0.004564 | 0.2880 | 0.1109 | -#> |.....................| 0.009725 | 0.6017 | 1.091 | 0.05891 | -#> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9937 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.965 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 27</span>| 479.69386 | 1.003 | -1.189 | -0.9273 | -0.9365 | -#> |.....................| -1.020 | -0.9851 | -0.2467 | -0.8587 | -#> |.....................| -0.8034 | -1.061 | -0.5595 | -0.8305 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2487 |...........|...........|</span> -#> | U| 479.69386 | 91.24 | -5.389 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4127 | 1.091 | 0.05893 | -#> |.....................| 0.7847 | 0.7338 | 1.548 | 0.9951 | -#> <span style='text-decoration: underline;'>|.....................| 0.6994 | 1.965 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.69386</span> | 91.24 | 0.004566 | 0.2880 | 0.1109 | -#> |.....................| 0.009726 | 0.6017 | 1.091 | 0.05893 | -#> |.....................| 0.7847 | 0.7338 | 1.548 | 0.9951 | -#> <span style='text-decoration: underline;'>|.....................| 0.6994 | 1.965 |...........|...........|</span> -#> | F| Forward Diff. | -3.722 | 1.155 | -0.1645 | -0.05121 | -#> |.....................| 0.3669 | 0.6376 | 0.06785 | 1.772 | -#> |.....................| -0.5854 | 0.2936 | 0.9229 | 3.709 | -#> <span style='text-decoration: underline;'>|.....................| 0.2520 | -1.579 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 28</span>| 479.68901 | 1.004 | -1.189 | -0.9273 | -0.9365 | -#> |.....................| -1.021 | -0.9853 | -0.2467 | -0.8591 | -#> |.....................| -0.8033 | -1.061 | -0.5597 | -0.8314 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2483 |...........|...........|</span> -#> | U| 479.68901 | 91.32 | -5.389 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4126 | 1.091 | 0.05892 | -#> |.....................| 0.7848 | 0.7337 | 1.547 | 0.9942 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.965 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.68901</span> | 91.32 | 0.004565 | 0.2880 | 0.1109 | -#> |.....................| 0.009725 | 0.6017 | 1.091 | 0.05892 | -#> |.....................| 0.7848 | 0.7337 | 1.547 | 0.9942 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.965 |...........|...........|</span> -#> | F| Forward Diff. | 3.772 | 1.160 | -0.07003 | -0.06455 | -#> |.....................| 0.3646 | 0.6238 | 0.08418 | 1.806 | -#> |.....................| -0.5672 | 0.3711 | 0.9250 | 3.651 | -#> <span style='text-decoration: underline;'>|.....................| 0.2161 | -1.579 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 29</span>| 479.68474 | 1.003 | -1.190 | -0.9272 | -0.9365 | -#> |.....................| -1.021 | -0.9854 | -0.2468 | -0.8595 | -#> |.....................| -0.8031 | -1.061 | -0.5600 | -0.8323 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2479 |...........|...........|</span> -#> | U| 479.68474 | 91.24 | -5.390 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4126 | 1.091 | 0.05890 | -#> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9934 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.966 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.68474</span> | 91.24 | 0.004563 | 0.2880 | 0.1109 | -#> |.....................| 0.009724 | 0.6017 | 1.091 | 0.05890 | -#> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9934 | -#> <span style='text-decoration: underline;'>|.....................| 0.6993 | 1.966 |...........|...........|</span> -#> | F| Forward Diff. | -3.834 | 1.153 | -0.1599 | -0.05010 | -#> |.....................| 0.3669 | 0.6355 | 0.09191 | 1.764 | -#> |.....................| -0.5796 | 0.2889 | 1.006 | 3.561 | -#> <span style='text-decoration: underline;'>|.....................| 0.2610 | -1.565 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 30</span>| 479.68016 | 1.004 | -1.190 | -0.9272 | -0.9365 | -#> |.....................| -1.021 | -0.9856 | -0.2468 | -0.8600 | -#> |.....................| -0.8030 | -1.061 | -0.5602 | -0.8332 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2475 |...........|...........|</span> -#> | U| 479.68016 | 91.32 | -5.390 | -0.9050 | -2.199 | -#> |.....................| -4.633 | 0.4125 | 1.091 | 0.05889 | -#> |.....................| 0.7850 | 0.7336 | 1.547 | 0.9926 | -#> <span style='text-decoration: underline;'>|.....................| 0.6992 | 1.966 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.68016</span> | 91.32 | 0.004562 | 0.2880 | 0.1109 | -#> |.....................| 0.009723 | 0.6017 | 1.091 | 0.05889 | -#> |.....................| 0.7850 | 0.7336 | 1.547 | 0.9926 | -#> <span style='text-decoration: underline;'>|.....................| 0.6992 | 1.966 |...........|...........|</span> -#> | F| Forward Diff. | 3.891 | 1.158 | -0.06530 | -0.06447 | -#> |.....................| 0.3645 | 0.6207 | 0.1821 | 1.812 | -#> |.....................| -0.5486 | 0.3656 | 1.002 | 3.562 | -#> <span style='text-decoration: underline;'>|.....................| 0.2233 | -1.574 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 31</span>| 479.67614 | 1.003 | -1.190 | -0.9272 | -0.9365 | -#> |.....................| -1.021 | -0.9857 | -0.2468 | -0.8604 | -#> |.....................| -0.8028 | -1.061 | -0.5604 | -0.8341 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2472 |...........|...........|</span> -#> | U| 479.67614 | 91.24 | -5.390 | -0.9049 | -2.199 | -#> |.....................| -4.633 | 0.4124 | 1.091 | 0.05888 | -#> |.....................| 0.7851 | 0.7335 | 1.546 | 0.9917 | -#> <span style='text-decoration: underline;'>|.....................| 0.6992 | 1.966 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.67614</span> | 91.24 | 0.004561 | 0.2880 | 0.1109 | -#> |.....................| 0.009722 | 0.6017 | 1.091 | 0.05888 | -#> |.....................| 0.7851 | 0.7335 | 1.546 | 0.9917 | -#> <span style='text-decoration: underline;'>|.....................| 0.6992 | 1.966 |...........|...........|</span> -#> | F| Forward Diff. | -3.915 | 1.151 | -0.1574 | -0.04977 | -#> |.....................| 0.3672 | 0.6321 | 0.06058 | 1.705 | -#> |.....................| -0.5691 | 0.2601 | 0.8724 | 3.420 | -#> <span style='text-decoration: underline;'>|.....................| 0.2638 | -1.562 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 32</span>| 479.67180 | 1.004 | -1.191 | -0.9271 | -0.9364 | -#> |.....................| -1.021 | -0.9859 | -0.2469 | -0.8608 | -#> |.....................| -0.8027 | -1.061 | -0.5607 | -0.8349 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2468 |...........|...........|</span> -#> | U| 479.6718 | 91.33 | -5.391 | -0.9049 | -2.199 | -#> |.....................| -4.633 | 0.4124 | 1.091 | 0.05887 | -#> |.....................| 0.7852 | 0.7334 | 1.546 | 0.9909 | -#> <span style='text-decoration: underline;'>|.....................| 0.6991 | 1.967 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.6718</span> | 91.33 | 0.004560 | 0.2880 | 0.1109 | -#> |.....................| 0.009722 | 0.6017 | 1.091 | 0.05887 | -#> |.....................| 0.7852 | 0.7334 | 1.546 | 0.9909 | -#> <span style='text-decoration: underline;'>|.....................| 0.6991 | 1.967 |...........|...........|</span> -#> | F| Forward Diff. | 4.074 | 1.157 | -0.05990 | -0.06452 | -#> |.....................| 0.3645 | 0.6170 | 0.1286 | 1.744 | -#> |.....................| -0.5576 | 0.3161 | 0.9007 | 3.345 | -#> <span style='text-decoration: underline;'>|.....................| 0.2216 | -1.572 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 33</span>| 479.66809 | 1.003 | -1.191 | -0.9271 | -0.9364 | -#> |.....................| -1.021 | -0.9860 | -0.2469 | -0.8613 | -#> |.....................| -0.8026 | -1.062 | -0.5609 | -0.8357 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2464 |...........|...........|</span> -#> | U| 479.66809 | 91.23 | -5.391 | -0.9049 | -2.199 | -#> |.....................| -4.634 | 0.4123 | 1.091 | 0.05885 | -#> |.....................| 0.7853 | 0.7334 | 1.546 | 0.9901 | -#> <span style='text-decoration: underline;'>|.....................| 0.6991 | 1.967 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.66809</span> | 91.23 | 0.004558 | 0.2880 | 0.1109 | -#> |.....................| 0.009721 | 0.6016 | 1.091 | 0.05885 | -#> |.....................| 0.7853 | 0.7334 | 1.546 | 0.9901 | -#> <span style='text-decoration: underline;'>|.....................| 0.6991 | 1.967 |...........|...........|</span> -#> | F| Forward Diff. | -4.161 | 1.149 | -0.1570 | -0.04911 | -#> |.....................| 0.3674 | 0.6293 | 0.04215 | 1.668 | -#> |.....................| -0.5621 | 0.2625 | 0.8940 | 3.313 | -#> <span style='text-decoration: underline;'>|.....................| 0.2611 | -1.561 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 34</span>| 479.66397 | 1.004 | -1.191 | -0.9271 | -0.9364 | -#> |.....................| -1.021 | -0.9862 | -0.2469 | -0.8617 | -#> |.....................| -0.8024 | -1.062 | -0.5611 | -0.8366 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2460 |...........|...........|</span> -#> | U| 479.66397 | 91.33 | -5.391 | -0.9049 | -2.199 | -#> |.....................| -4.634 | 0.4122 | 1.091 | 0.05884 | -#> |.....................| 0.7854 | 0.7333 | 1.546 | 0.9893 | -#> <span style='text-decoration: underline;'>|.....................| 0.6990 | 1.968 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.66397</span> | 91.33 | 0.004557 | 0.2881 | 0.1109 | -#> |.....................| 0.009720 | 0.6016 | 1.091 | 0.05884 | -#> |.....................| 0.7854 | 0.7333 | 1.546 | 0.9893 | -#> <span style='text-decoration: underline;'>|.....................| 0.6990 | 1.968 |...........|...........|</span> -#> | F| Forward Diff. | 4.197 | 1.155 | -0.05534 | -0.06448 | -#> |.....................| 0.3644 | 0.6140 | 0.1526 | 1.765 | -#> |.....................| -0.5340 | 0.3555 | 0.9900 | 3.325 | -#> <span style='text-decoration: underline;'>|.....................| 0.2199 | -1.571 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 35</span>| 479.66043 | 1.003 | -1.191 | -0.9271 | -0.9364 | -#> |.....................| -1.021 | -0.9863 | -0.2469 | -0.8621 | -#> |.....................| -0.8023 | -1.062 | -0.5613 | -0.8374 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2456 |...........|...........|</span> -#> | U| 479.66043 | 91.23 | -5.391 | -0.9048 | -2.199 | -#> |.....................| -4.634 | 0.4122 | 1.090 | 0.05883 | -#> |.....................| 0.7855 | 0.7332 | 1.545 | 0.9886 | -#> <span style='text-decoration: underline;'>|.....................| 0.6989 | 1.968 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.66043</span> | 91.23 | 0.004556 | 0.2881 | 0.1109 | -#> |.....................| 0.009719 | 0.6016 | 1.090 | 0.05883 | -#> |.....................| 0.7855 | 0.7332 | 1.545 | 0.9886 | -#> <span style='text-decoration: underline;'>|.....................| 0.6989 | 1.968 |...........|...........|</span> -#> | F| Forward Diff. | -4.161 | 1.147 | -0.1538 | -0.04891 | -#> |.....................| 0.3674 | 0.6262 | 0.06581 | 1.677 | -#> |.....................| -0.5453 | 0.2828 | 1.029 | 3.251 | -#> <span style='text-decoration: underline;'>|.....................| 0.2683 | -1.555 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 36</span>| 479.65652 | 1.004 | -1.192 | -0.9270 | -0.9364 | -#> |.....................| -1.021 | -0.9865 | -0.2469 | -0.8625 | -#> |.....................| -0.8022 | -1.062 | -0.5616 | -0.8382 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2452 |...........|...........|</span> -#> | U| 479.65652 | 91.33 | -5.392 | -0.9048 | -2.199 | -#> |.....................| -4.634 | 0.4121 | 1.090 | 0.05882 | -#> |.....................| 0.7856 | 0.7332 | 1.545 | 0.9878 | -#> <span style='text-decoration: underline;'>|.....................| 0.6989 | 1.969 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.65652</span> | 91.33 | 0.004554 | 0.2881 | 0.1109 | -#> |.....................| 0.009718 | 0.6016 | 1.090 | 0.05882 | -#> |.....................| 0.7856 | 0.7332 | 1.545 | 0.9878 | -#> <span style='text-decoration: underline;'>|.....................| 0.6989 | 1.969 |...........|...........|</span> -#> | F| Forward Diff. | 4.221 | 1.153 | -0.05203 | -0.06424 | -#> |.....................| 0.3643 | 0.6104 | 0.04854 | 1.680 | -#> |.....................| -0.5365 | 0.2999 | 0.7877 | 3.080 | -#> <span style='text-decoration: underline;'>|.....................| 0.2284 | -1.566 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 37</span>| 479.65328 | 1.003 | -1.192 | -0.9270 | -0.9364 | -#> |.....................| -1.021 | -0.9866 | -0.2470 | -0.8629 | -#> |.....................| -0.8020 | -1.062 | -0.5618 | -0.8389 | -#> <span style='text-decoration: underline;'>|.....................| -1.064 | -0.2448 |...........|...........|</span> -#> | U| 479.65328 | 91.23 | -5.392 | -0.9048 | -2.199 | -#> |.....................| -4.634 | 0.4120 | 1.090 | 0.05880 | -#> |.....................| 0.7857 | 0.7331 | 1.545 | 0.9871 | -#> <span style='text-decoration: underline;'>|.....................| 0.6988 | 1.969 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.65328</span> | 91.23 | 0.004553 | 0.2881 | 0.1109 | -#> |.....................| 0.009717 | 0.6016 | 1.090 | 0.05880 | -#> |.....................| 0.7857 | 0.7331 | 1.545 | 0.9871 | -#> <span style='text-decoration: underline;'>|.....................| 0.6988 | 1.969 |...........|...........|</span> -#> | F| Forward Diff. | -4.438 | 1.145 | -0.1538 | -0.04822 | -#> |.....................| 0.3675 | 0.6235 | 0.0004265 | 1.625 | -#> |.....................| -0.5487 | 0.2329 | 0.8499 | 3.058 | -#> <span style='text-decoration: underline;'>|.....................| 0.2658 | -1.554 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 38</span>| 479.64923 | 1.004 | -1.192 | -0.9270 | -0.9364 | -#> |.....................| -1.022 | -0.9868 | -0.2469 | -0.8633 | -#> |.....................| -0.8019 | -1.062 | -0.5621 | -0.8396 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2444 |...........|...........|</span> -#> | U| 479.64923 | 91.32 | -5.392 | -0.9048 | -2.199 | -#> |.....................| -4.634 | 0.4119 | 1.091 | 0.05879 | -#> |.....................| 0.7858 | 0.7330 | 1.544 | 0.9864 | -#> <span style='text-decoration: underline;'>|.....................| 0.6988 | 1.970 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.64923</span> | 91.32 | 0.004551 | 0.2881 | 0.1109 | -#> |.....................| 0.009716 | 0.6015 | 1.091 | 0.05879 | -#> |.....................| 0.7858 | 0.7330 | 1.544 | 0.9864 | -#> <span style='text-decoration: underline;'>|.....................| 0.6988 | 1.970 |...........|...........|</span> -#> | F| Forward Diff. | 3.878 | 1.150 | -0.05277 | -0.06333 | -#> |.....................| 0.3643 | 0.6074 | 0.07271 | 1.651 | -#> |.....................| -0.5369 | 0.2992 | 0.8896 | 2.970 | -#> <span style='text-decoration: underline;'>|.....................| 0.2314 | -1.562 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 39</span>| 479.64621 | 1.003 | -1.193 | -0.9270 | -0.9363 | -#> |.....................| -1.022 | -0.9870 | -0.2469 | -0.8638 | -#> |.....................| -0.8017 | -1.062 | -0.5623 | -0.8404 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2440 |...........|...........|</span> -#> | U| 479.64621 | 91.23 | -5.393 | -0.9047 | -2.199 | -#> |.....................| -4.634 | 0.4119 | 1.091 | 0.05878 | -#> |.....................| 0.7859 | 0.7330 | 1.544 | 0.9856 | -#> <span style='text-decoration: underline;'>|.....................| 0.6987 | 1.970 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.64621</span> | 91.23 | 0.004550 | 0.2881 | 0.1109 | -#> |.....................| 0.009715 | 0.6015 | 1.091 | 0.05878 | -#> |.....................| 0.7859 | 0.7330 | 1.544 | 0.9856 | -#> <span style='text-decoration: underline;'>|.....................| 0.6987 | 1.970 |...........|...........|</span> -#> | F| Forward Diff. | -4.471 | 1.143 | -0.1506 | -0.04802 | -#> |.....................| 0.3674 | 0.6203 | -0.003354 | 1.603 | -#> |.....................| -0.5429 | 0.2243 | 0.9025 | 2.920 | -#> <span style='text-decoration: underline;'>|.....................| 0.2732 | -1.548 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 40</span>| 479.64228 | 1.004 | -1.193 | -0.9269 | -0.9363 | -#> |.....................| -1.022 | -0.9872 | -0.2468 | -0.8642 | -#> |.....................| -0.8016 | -1.062 | -0.5627 | -0.8411 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2435 |...........|...........|</span> -#> | U| 479.64228 | 91.32 | -5.393 | -0.9047 | -2.199 | -#> |.....................| -4.634 | 0.4118 | 1.091 | 0.05877 | -#> |.....................| 0.7860 | 0.7329 | 1.544 | 0.9850 | -#> <span style='text-decoration: underline;'>|.....................| 0.6987 | 1.971 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.64228</span> | 91.32 | 0.004548 | 0.2881 | 0.1109 | -#> |.....................| 0.009714 | 0.6015 | 1.091 | 0.05877 | -#> |.....................| 0.7860 | 0.7329 | 1.544 | 0.9850 | -#> <span style='text-decoration: underline;'>|.....................| 0.6987 | 1.971 |...........|...........|</span> -#> | F| Forward Diff. | 3.744 | 1.148 | -0.05088 | -0.06289 | -#> |.....................| 0.3642 | 0.6037 | 0.03047 | 1.629 | -#> |.....................| -0.5287 | 0.2733 | 0.8334 | 2.850 | -#> <span style='text-decoration: underline;'>|.....................| 0.2290 | -1.558 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 41</span>| 479.63935 | 1.003 | -1.193 | -0.9269 | -0.9363 | -#> |.....................| -1.022 | -0.9874 | -0.2468 | -0.8646 | -#> |.....................| -0.8014 | -1.062 | -0.5630 | -0.8419 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2431 |...........|...........|</span> -#> | U| 479.63935 | 91.23 | -5.393 | -0.9047 | -2.199 | -#> |.....................| -4.634 | 0.4117 | 1.091 | 0.05876 | -#> |.....................| 0.7861 | 0.7329 | 1.543 | 0.9843 | -#> <span style='text-decoration: underline;'>|.....................| 0.6986 | 1.971 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.63935</span> | 91.23 | 0.004547 | 0.2881 | 0.1110 | -#> |.....................| 0.009713 | 0.6015 | 1.091 | 0.05876 | -#> |.....................| 0.7861 | 0.7329 | 1.543 | 0.9843 | -#> <span style='text-decoration: underline;'>|.....................| 0.6986 | 1.971 |...........|...........|</span> -#> | F| Forward Diff. | -4.432 | 1.140 | -0.1464 | -0.04798 | -#> |.....................| 0.3672 | 0.6157 | -0.06295 | 1.547 | -#> |.....................| -0.5341 | 0.1919 | 0.7582 | 2.801 | -#> <span style='text-decoration: underline;'>|.....................| 0.2698 | -1.544 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 42</span>| 479.63543 | 1.004 | -1.194 | -0.9268 | -0.9363 | -#> |.....................| -1.022 | -0.9876 | -0.2467 | -0.8650 | -#> |.....................| -0.8013 | -1.062 | -0.5633 | -0.8425 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2426 |...........|...........|</span> -#> | U| 479.63543 | 91.32 | -5.394 | -0.9046 | -2.199 | -#> |.....................| -4.634 | 0.4116 | 1.091 | 0.05874 | -#> |.....................| 0.7863 | 0.7328 | 1.543 | 0.9837 | -#> <span style='text-decoration: underline;'>|.....................| 0.6985 | 1.972 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.63543</span> | 91.32 | 0.004545 | 0.2881 | 0.1110 | -#> |.....................| 0.009712 | 0.6015 | 1.091 | 0.05874 | -#> |.....................| 0.7863 | 0.7328 | 1.543 | 0.9837 | -#> <span style='text-decoration: underline;'>|.....................| 0.6985 | 1.972 |...........|...........|</span> -#> | F| Forward Diff. | 3.612 | 1.146 | -0.04876 | -0.06242 | -#> |.....................| 0.3640 | 0.6002 | 0.04743 | 1.619 | -#> |.....................| -0.5199 | 0.2573 | 0.7734 | 2.739 | -#> <span style='text-decoration: underline;'>|.....................| 0.2298 | -1.553 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 43</span>| 479.63248 | 1.003 | -1.194 | -0.9268 | -0.9363 | -#> |.....................| -1.022 | -0.9878 | -0.2466 | -0.8655 | -#> |.....................| -0.8011 | -1.062 | -0.5636 | -0.8432 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2421 |...........|...........|</span> -#> | U| 479.63248 | 91.23 | -5.394 | -0.9046 | -2.199 | -#> |.....................| -4.635 | 0.4115 | 1.091 | 0.05873 | -#> |.....................| 0.7864 | 0.7328 | 1.543 | 0.9830 | -#> <span style='text-decoration: underline;'>|.....................| 0.6985 | 1.973 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.63248</span> | 91.23 | 0.004543 | 0.2881 | 0.1110 | -#> |.....................| 0.009710 | 0.6014 | 1.091 | 0.05873 | -#> |.....................| 0.7864 | 0.7328 | 1.543 | 0.9830 | -#> <span style='text-decoration: underline;'>|.....................| 0.6985 | 1.973 |...........|...........|</span> -#> | F| Forward Diff. | -4.237 | 1.138 | -0.1400 | -0.04830 | -#> |.....................| 0.3668 | 0.6108 | -0.07665 | 1.521 | -#> |.....................| -0.5353 | 0.1893 | 0.7456 | 2.704 | -#> <span style='text-decoration: underline;'>|.....................| 0.2668 | -1.543 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 44</span>| 479.62869 | 1.004 | -1.195 | -0.9268 | -0.9362 | -#> |.....................| -1.022 | -0.9880 | -0.2464 | -0.8659 | -#> |.....................| -0.8009 | -1.062 | -0.5639 | -0.8438 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2415 |...........|...........|</span> -#> | U| 479.62869 | 91.32 | -5.395 | -0.9046 | -2.199 | -#> |.....................| -4.635 | 0.4114 | 1.091 | 0.05872 | -#> |.....................| 0.7865 | 0.7327 | 1.542 | 0.9824 | -#> <span style='text-decoration: underline;'>|.....................| 0.6984 | 1.973 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.62869</span> | 91.32 | 0.004541 | 0.2881 | 0.1110 | -#> |.....................| 0.009709 | 0.6014 | 1.091 | 0.05872 | -#> |.....................| 0.7865 | 0.7327 | 1.542 | 0.9824 | -#> <span style='text-decoration: underline;'>|.....................| 0.6984 | 1.973 |...........|...........|</span> -#> | F| Forward Diff. | 3.552 | 1.143 | -0.04554 | -0.06221 | -#> |.....................| 0.3637 | 0.5952 | -0.01323 | 1.563 | -#> |.....................| -0.3448 | 0.2470 | 0.7924 | 2.643 | -#> <span style='text-decoration: underline;'>|.....................| 0.2272 | -1.550 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 45</span>| 479.62584 | 1.003 | -1.195 | -0.9268 | -0.9362 | -#> |.....................| -1.022 | -0.9883 | -0.2463 | -0.8663 | -#> |.....................| -0.8008 | -1.062 | -0.5642 | -0.8446 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2410 |...........|...........|</span> -#> | U| 479.62584 | 91.24 | -5.395 | -0.9046 | -2.199 | -#> |.....................| -4.635 | 0.4113 | 1.091 | 0.05871 | -#> |.....................| 0.7866 | 0.7326 | 1.542 | 0.9817 | -#> <span style='text-decoration: underline;'>|.....................| 0.6983 | 1.974 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.62584</span> | 91.24 | 0.004539 | 0.2881 | 0.1110 | -#> |.....................| 0.009708 | 0.6014 | 1.091 | 0.05871 | -#> |.....................| 0.7866 | 0.7326 | 1.542 | 0.9817 | -#> <span style='text-decoration: underline;'>|.....................| 0.6983 | 1.974 |...........|...........|</span> -#> | F| Forward Diff. | -4.148 | 1.135 | -0.1348 | -0.04846 | -#> |.....................| 0.3664 | 0.6063 | -0.009834 | 1.510 | -#> |.....................| -0.5271 | 0.1803 | 0.7932 | 2.587 | -#> <span style='text-decoration: underline;'>|.....................| 0.2684 | -1.536 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 46</span>| 479.62216 | 1.004 | -1.195 | -0.9267 | -0.9362 | -#> |.....................| -1.023 | -0.9885 | -0.2462 | -0.8667 | -#> |.....................| -0.8007 | -1.062 | -0.5646 | -0.8451 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2404 |...........|...........|</span> -#> | U| 479.62216 | 91.32 | -5.395 | -0.9045 | -2.199 | -#> |.....................| -4.635 | 0.4112 | 1.091 | 0.05870 | -#> |.....................| 0.7867 | 0.7326 | 1.541 | 0.9811 | -#> <span style='text-decoration: underline;'>|.....................| 0.6983 | 1.975 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.62216</span> | 91.32 | 0.004537 | 0.2881 | 0.1110 | -#> |.....................| 0.009706 | 0.6014 | 1.091 | 0.05870 | -#> |.....................| 0.7867 | 0.7326 | 1.541 | 0.9811 | -#> <span style='text-decoration: underline;'>|.....................| 0.6983 | 1.975 |...........|...........|</span> -#> | F| Forward Diff. | 3.404 | 1.140 | -0.04564 | -0.06187 | -#> |.....................| 0.3633 | 0.5903 | -0.01970 | 1.541 | -#> |.....................| -0.5054 | 0.2303 | 0.6483 | 2.528 | -#> <span style='text-decoration: underline;'>|.....................| 0.2288 | -1.542 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 47</span>| 479.61938 | 1.003 | -1.196 | -0.9267 | -0.9362 | -#> |.....................| -1.023 | -0.9887 | -0.2461 | -0.8672 | -#> |.....................| -0.8005 | -1.062 | -0.5649 | -0.8458 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2398 |...........|...........|</span> -#> | U| 479.61938 | 91.24 | -5.396 | -0.9045 | -2.199 | -#> |.....................| -4.635 | 0.4111 | 1.091 | 0.05868 | -#> |.....................| 0.7868 | 0.7325 | 1.541 | 0.9805 | -#> <span style='text-decoration: underline;'>|.....................| 0.6982 | 1.975 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.61938</span> | 91.24 | 0.004535 | 0.2881 | 0.1110 | -#> |.....................| 0.009705 | 0.6013 | 1.091 | 0.05868 | -#> |.....................| 0.7868 | 0.7325 | 1.541 | 0.9805 | -#> <span style='text-decoration: underline;'>|.....................| 0.6982 | 1.975 |...........|...........|</span> -#> | F| Forward Diff. | -4.197 | 1.132 | -0.1312 | -0.04839 | -#> |.....................| 0.3660 | 0.6012 | 0.05916 | 1.560 | -#> |.....................| -0.4869 | 0.2015 | 0.8305 | 2.573 | -#> <span style='text-decoration: underline;'>|.....................| 0.2666 | -1.531 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 48</span>| 479.61563 | 1.003 | -1.196 | -0.9266 | -0.9361 | -#> |.....................| -1.023 | -0.9890 | -0.2459 | -0.8676 | -#> |.....................| -0.8003 | -1.062 | -0.5653 | -0.8464 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2392 |...........|...........|</span> -#> | U| 479.61563 | 91.32 | -5.396 | -0.9044 | -2.199 | -#> |.....................| -4.635 | 0.4109 | 1.091 | 0.05867 | -#> |.....................| 0.7870 | 0.7325 | 1.541 | 0.9799 | -#> <span style='text-decoration: underline;'>|.....................| 0.6981 | 1.976 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.61563</span> | 91.32 | 0.004533 | 0.2881 | 0.1110 | -#> |.....................| 0.009703 | 0.6013 | 1.091 | 0.05867 | -#> |.....................| 0.7870 | 0.7325 | 1.541 | 0.9799 | -#> <span style='text-decoration: underline;'>|.....................| 0.6981 | 1.976 |...........|...........|</span> -#> | F| Forward Diff. | 3.024 | 1.137 | -0.04591 | -0.06118 | -#> |.....................| 0.3629 | 0.5856 | 0.004035 | 1.536 | -#> |.....................| -0.4978 | 0.2329 | 0.6617 | 2.436 | -#> <span style='text-decoration: underline;'>|.....................| 0.2318 | -1.535 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 49</span>| 479.61337 | 1.003 | -1.197 | -0.9266 | -0.9361 | -#> |.....................| -1.023 | -0.9892 | -0.2459 | -0.8680 | -#> |.....................| -0.8001 | -1.063 | -0.5655 | -0.8471 | -#> <span style='text-decoration: underline;'>|.....................| -1.065 | -0.2388 |...........|...........|</span> -#> | U| 479.61337 | 91.23 | -5.397 | -0.9044 | -2.198 | -#> |.....................| -4.635 | 0.4109 | 1.091 | 0.05866 | -#> |.....................| 0.7871 | 0.7324 | 1.540 | 0.9792 | -#> <span style='text-decoration: underline;'>|.....................| 0.6980 | 1.977 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.61337</span> | 91.23 | 0.004531 | 0.2881 | 0.1110 | -#> |.....................| 0.009702 | 0.6013 | 1.091 | 0.05866 | -#> |.....................| 0.7871 | 0.7324 | 1.540 | 0.9792 | -#> <span style='text-decoration: underline;'>|.....................| 0.6980 | 1.977 |...........|...........|</span> -#> | F| Forward Diff. | -4.815 | 1.129 | -0.1342 | -0.04706 | -#> |.....................| 0.3660 | 0.5971 | -0.07697 | 1.438 | -#> |.....................| -0.5059 | 0.1462 | 0.6633 | 2.381 | -#> <span style='text-decoration: underline;'>|.....................| 0.2676 | -1.522 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 50</span>| 479.60932 | 1.003 | -1.197 | -0.9266 | -0.9361 | -#> |.....................| -1.023 | -0.9894 | -0.2456 | -0.8684 | -#> |.....................| -0.8000 | -1.063 | -0.5659 | -0.8476 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2381 |...........|...........|</span> -#> | U| 479.60932 | 91.31 | -5.397 | -0.9044 | -2.198 | -#> |.....................| -4.636 | 0.4107 | 1.091 | 0.05865 | -#> |.....................| 0.7872 | 0.7324 | 1.540 | 0.9788 | -#> <span style='text-decoration: underline;'>|.....................| 0.6979 | 1.977 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.60932</span> | 91.31 | 0.004529 | 0.2882 | 0.1110 | -#> |.....................| 0.009700 | 0.6013 | 1.091 | 0.05865 | -#> |.....................| 0.7872 | 0.7324 | 1.540 | 0.9788 | -#> <span style='text-decoration: underline;'>|.....................| 0.6979 | 1.977 |...........|...........|</span> -#> | F| Forward Diff. | 2.699 | 1.134 | -0.04549 | -0.06017 | -#> |.....................| 0.3630 | 0.5814 | -0.04512 | 1.484 | -#> |.....................| -0.4915 | 0.2556 | 0.7248 | 2.322 | -#> <span style='text-decoration: underline;'>|.....................| 0.2317 | -1.529 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 51</span>| 479.60706 | 1.003 | -1.198 | -0.9265 | -0.9361 | -#> |.....................| -1.023 | -0.9896 | -0.2455 | -0.8689 | -#> |.....................| -0.7998 | -1.063 | -0.5661 | -0.8484 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2376 |...........|...........|</span> -#> | U| 479.60706 | 91.23 | -5.398 | -0.9044 | -2.198 | -#> |.....................| -4.636 | 0.4106 | 1.091 | 0.05863 | -#> |.....................| 0.7873 | 0.7323 | 1.540 | 0.9781 | -#> <span style='text-decoration: underline;'>|.....................| 0.6979 | 1.978 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.60706</span> | 91.23 | 0.004527 | 0.2882 | 0.1110 | -#> |.....................| 0.009699 | 0.6012 | 1.091 | 0.05863 | -#> |.....................| 0.7873 | 0.7323 | 1.540 | 0.9781 | -#> <span style='text-decoration: underline;'>|.....................| 0.6979 | 1.978 |...........|...........|</span> -#> | F| Forward Diff. | -4.618 | 1.127 | -0.1276 | -0.04760 | -#> |.....................| 0.3656 | 0.5915 | -0.08622 | 1.415 | -#> |.....................| -0.5531 | 0.1512 | 0.6569 | 2.298 | -#> <span style='text-decoration: underline;'>|.....................| 0.2620 | -1.540 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 52</span>| 479.60314 | 1.003 | -1.198 | -0.9265 | -0.9360 | -#> |.....................| -1.023 | -0.9899 | -0.2452 | -0.8692 | -#> |.....................| -0.7996 | -1.063 | -0.5665 | -0.8488 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2369 |...........|...........|</span> -#> | U| 479.60314 | 91.31 | -5.398 | -0.9043 | -2.198 | -#> |.....................| -4.636 | 0.4105 | 1.091 | 0.05862 | -#> |.....................| 0.7875 | 0.7322 | 1.539 | 0.9776 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.979 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.60314</span> | 91.31 | 0.004525 | 0.2882 | 0.1110 | -#> |.....................| 0.009698 | 0.6012 | 1.091 | 0.05862 | -#> |.....................| 0.7875 | 0.7322 | 1.539 | 0.9776 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.979 |...........|...........|</span> -#> | F| Forward Diff. | 2.641 | 1.131 | -0.04213 | -0.06002 | -#> |.....................| 0.3627 | 0.5770 | -0.05114 | 1.464 | -#> |.....................| -0.4913 | 0.1735 | 0.5980 | 2.238 | -#> <span style='text-decoration: underline;'>|.....................| 0.2116 | -1.521 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 53</span>| 479.60093 | 1.003 | -1.199 | -0.9265 | -0.9360 | -#> |.....................| -1.024 | -0.9901 | -0.2452 | -0.8697 | -#> |.....................| -0.7994 | -1.063 | -0.5667 | -0.8495 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2363 |...........|...........|</span> -#> | U| 479.60093 | 91.23 | -5.399 | -0.9043 | -2.198 | -#> |.....................| -4.636 | 0.4104 | 1.091 | 0.05861 | -#> |.....................| 0.7876 | 0.7322 | 1.539 | 0.9769 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.980 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.60093</span> | 91.23 | 0.004523 | 0.2882 | 0.1110 | -#> |.....................| 0.009696 | 0.6012 | 1.091 | 0.05861 | -#> |.....................| 0.7876 | 0.7322 | 1.539 | 0.9769 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.980 |...........|...........|</span> -#> | F| Forward Diff. | -4.657 | 1.124 | -0.1240 | -0.04721 | -#> |.....................| 0.3655 | 0.5872 | -0.09119 | 1.382 | -#> |.....................| -0.4948 | 0.1646 | 0.6965 | 2.186 | -#> <span style='text-decoration: underline;'>|.....................| 0.2747 | -1.512 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 54</span>| 479.59701 | 1.003 | -1.199 | -0.9264 | -0.9360 | -#> |.....................| -1.024 | -0.9904 | -0.2448 | -0.8700 | -#> |.....................| -0.7992 | -1.063 | -0.5670 | -0.8499 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2356 |...........|...........|</span> -#> | U| 479.59701 | 91.31 | -5.399 | -0.9043 | -2.198 | -#> |.....................| -4.636 | 0.4103 | 1.091 | 0.05860 | -#> |.....................| 0.7877 | 0.7321 | 1.539 | 0.9766 | -#> <span style='text-decoration: underline;'>|.....................| 0.6976 | 1.980 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.59701</span> | 91.31 | 0.004520 | 0.2882 | 0.1110 | -#> |.....................| 0.009695 | 0.6012 | 1.091 | 0.05860 | -#> |.....................| 0.7877 | 0.7321 | 1.539 | 0.9766 | -#> <span style='text-decoration: underline;'>|.....................| 0.6976 | 1.980 |...........|...........|</span> -#> | F| Forward Diff. | 2.447 | 1.128 | -0.03826 | -0.05934 | -#> |.....................| 0.3628 | 0.5721 | -0.04376 | 1.440 | -#> |.....................| -0.4844 | 0.2233 | -0.3355 | 1.410 | -#> <span style='text-decoration: underline;'>|.....................| -0.3677 | -1.539 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 55</span>| 479.59436 | 1.003 | -1.200 | -0.9264 | -0.9360 | -#> |.....................| -1.024 | -0.9907 | -0.2446 | -0.8705 | -#> |.....................| -0.7990 | -1.063 | -0.5669 | -0.8504 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2349 |...........|...........|</span> -#> | U| 479.59436 | 91.23 | -5.400 | -0.9042 | -2.198 | -#> |.....................| -4.636 | 0.4102 | 1.091 | 0.05858 | -#> |.....................| 0.7879 | 0.7320 | 1.539 | 0.9761 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.981 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.59436</span> | 91.23 | 0.004518 | 0.2882 | 0.1110 | -#> |.....................| 0.009693 | 0.6011 | 1.091 | 0.05858 | -#> |.....................| 0.7879 | 0.7320 | 1.539 | 0.9761 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.981 |...........|...........|</span> -#> | F| Forward Diff. | -4.478 | 1.121 | -0.1165 | -0.04761 | -#> |.....................| 0.3651 | 0.5835 | -0.09604 | 1.373 | -#> |.....................| -0.4943 | 0.1086 | -0.4551 | 1.395 | -#> <span style='text-decoration: underline;'>|.....................| -0.3088 | -1.502 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 56</span>| 479.58979 | 1.003 | -1.200 | -0.9263 | -0.9359 | -#> |.....................| -1.024 | -0.9910 | -0.2442 | -0.8708 | -#> |.....................| -0.7988 | -1.063 | -0.5665 | -0.8506 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2341 |...........|...........|</span> -#> | U| 479.58979 | 91.30 | -5.400 | -0.9042 | -2.198 | -#> |.....................| -4.637 | 0.4100 | 1.092 | 0.05858 | -#> |.....................| 0.7880 | 0.7319 | 1.539 | 0.9759 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.982 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.58979</span> | 91.30 | 0.004516 | 0.2882 | 0.1110 | -#> |.....................| 0.009691 | 0.6011 | 1.092 | 0.05858 | -#> |.....................| 0.7880 | 0.7319 | 1.539 | 0.9759 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.982 |...........|...........|</span> -#> | F| Forward Diff. | 1.813 | 1.125 | -0.03904 | -0.05862 | -#> |.....................| 0.3624 | 0.5728 | -0.008587 | 1.448 | -#> |.....................| -0.2657 | 0.1639 | 0.6610 | 2.108 | -#> <span style='text-decoration: underline;'>|.....................| 0.2622 | -1.501 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 57</span>| 479.58727 | 1.003 | -1.201 | -0.9263 | -0.9359 | -#> |.....................| -1.024 | -0.9912 | -0.2441 | -0.8713 | -#> |.....................| -0.7987 | -1.063 | -0.5668 | -0.8514 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2335 |...........|...........|</span> -#> | U| 479.58727 | 91.24 | -5.401 | -0.9042 | -2.198 | -#> |.....................| -4.637 | 0.4099 | 1.092 | 0.05856 | -#> |.....................| 0.7881 | 0.7318 | 1.539 | 0.9751 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.983 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.58727</span> | 91.24 | 0.004513 | 0.2882 | 0.1110 | -#> |.....................| 0.009690 | 0.6011 | 1.092 | 0.05856 | -#> |.....................| 0.7881 | 0.7318 | 1.539 | 0.9751 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.983 |...........|...........|</span> -#> | F| Forward Diff. | -3.987 | 1.119 | -0.1055 | -0.04878 | -#> |.....................| 0.3644 | 0.5797 | -0.03160 | 1.359 | -#> |.....................| -0.4809 | 0.09403 | -0.4184 | 1.337 | -#> <span style='text-decoration: underline;'>|.....................| -0.2770 | -1.489 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 58</span>| 479.58366 | 1.004 | -1.201 | -0.9263 | -0.9359 | -#> |.....................| -1.024 | -0.9915 | -0.2438 | -0.8717 | -#> |.....................| -0.7986 | -1.063 | -0.5667 | -0.8517 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2327 |...........|...........|</span> -#> | U| 479.58366 | 91.32 | -5.401 | -0.9041 | -2.198 | -#> |.....................| -4.637 | 0.4098 | 1.092 | 0.05855 | -#> |.....................| 0.7882 | 0.7317 | 1.539 | 0.9749 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.984 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.58366</span> | 91.32 | 0.004511 | 0.2882 | 0.1110 | -#> |.....................| 0.009688 | 0.6010 | 1.092 | 0.05855 | -#> |.....................| 0.7882 | 0.7317 | 1.539 | 0.9749 | -#> <span style='text-decoration: underline;'>|.....................| 0.6978 | 1.984 |...........|...........|</span> -#> | F| Forward Diff. | 3.434 | 1.122 | -0.01954 | -0.06326 | -#> |.....................| 0.3597 | 0.5645 | -0.03484 | 1.404 | -#> |.....................| -0.4782 | 0.1697 | -0.05991 | 1.573 | -#> <span style='text-decoration: underline;'>|.....................| 0.2504 | -1.489 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 59</span>| 479.57994 | 1.003 | -1.202 | -0.9262 | -0.9358 | -#> |.....................| -1.025 | -0.9918 | -0.2433 | -0.8720 | -#> |.....................| -0.7984 | -1.063 | -0.5664 | -0.8520 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2319 |...........|...........|</span> -#> | U| 479.57994 | 91.26 | -5.402 | -0.9041 | -2.198 | -#> |.....................| -4.637 | 0.4096 | 1.092 | 0.05854 | -#> |.....................| 0.7884 | 0.7316 | 1.539 | 0.9746 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.985 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.57994</span> | 91.26 | 0.004508 | 0.2882 | 0.1110 | -#> |.....................| 0.009686 | 0.6010 | 1.092 | 0.05854 | -#> |.....................| 0.7884 | 0.7316 | 1.539 | 0.9746 | -#> <span style='text-decoration: underline;'>|.....................| 0.6977 | 1.985 |...........|...........|</span> -#> | F| Forward Diff. | -2.328 | 1.117 | -0.07952 | -0.05137 | -#> |.....................| 0.3636 | 0.5738 | 0.02815 | 1.418 | -#> |.....................| -0.4669 | 0.1345 | 0.7258 | 2.078 | -#> <span style='text-decoration: underline;'>|.....................| 0.2949 | -1.476 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 60</span>| 479.57683 | 1.004 | -1.202 | -0.9262 | -0.9358 | -#> |.....................| -1.025 | -0.9921 | -0.2431 | -0.8724 | -#> |.....................| -0.7982 | -1.064 | -0.5667 | -0.8526 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2311 |...........|...........|</span> -#> | U| 479.57683 | 91.32 | -5.402 | -0.9041 | -2.198 | -#> |.....................| -4.637 | 0.4095 | 1.092 | 0.05853 | -#> |.....................| 0.7885 | 0.7315 | 1.539 | 0.9740 | -#> <span style='text-decoration: underline;'>|.....................| 0.6976 | 1.986 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.57683</span> | 91.32 | 0.004505 | 0.2882 | 0.1110 | -#> |.....................| 0.009684 | 0.6010 | 1.092 | 0.05853 | -#> |.....................| 0.7885 | 0.7315 | 1.539 | 0.9740 | -#> <span style='text-decoration: underline;'>|.....................| 0.6976 | 1.986 |...........|...........|</span> -#> | F| Forward Diff. | 3.369 | 1.121 | -0.01236 | -0.06033 | -#> |.....................| 0.3618 | 0.5608 | -0.009614 | 1.424 | -#> |.....................| -0.4677 | 0.1416 | 0.6194 | 1.932 | -#> <span style='text-decoration: underline;'>|.....................| 0.2634 | -1.483 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 61</span>| 479.57433 | 1.003 | -1.203 | -0.9262 | -0.9358 | -#> |.....................| -1.025 | -0.9924 | -0.2429 | -0.8728 | -#> |.....................| -0.7980 | -1.064 | -0.5671 | -0.8530 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2304 |...........|...........|</span> -#> | U| 479.57433 | 91.25 | -5.403 | -0.9041 | -2.198 | -#> |.....................| -4.637 | 0.4094 | 1.092 | 0.05852 | -#> |.....................| 0.7886 | 0.7315 | 1.539 | 0.9736 | -#> <span style='text-decoration: underline;'>|.....................| 0.6975 | 1.987 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.57433</span> | 91.25 | 0.004503 | 0.2882 | 0.1110 | -#> |.....................| 0.009683 | 0.6009 | 1.092 | 0.05852 | -#> |.....................| 0.7886 | 0.7315 | 1.539 | 0.9736 | -#> <span style='text-decoration: underline;'>|.....................| 0.6975 | 1.987 |...........|...........|</span> -#> | F| Forward Diff. | -3.507 | 1.111 | -0.09183 | -0.05192 | -#> |.....................| 0.3614 | 0.5665 | -0.03887 | 1.349 | -#> |.....................| -0.4753 | 0.07826 | 0.5528 | 1.905 | -#> <span style='text-decoration: underline;'>|.....................| 0.2844 | -1.468 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 62</span>| 479.57116 | 1.003 | -1.204 | -0.9262 | -0.9357 | -#> |.....................| -1.025 | -0.9927 | -0.2425 | -0.8732 | -#> |.....................| -0.7978 | -1.064 | -0.5674 | -0.8534 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2297 |...........|...........|</span> -#> | U| 479.57116 | 91.32 | -5.404 | -0.9040 | -2.198 | -#> |.....................| -4.638 | 0.4092 | 1.092 | 0.05851 | -#> |.....................| 0.7888 | 0.7315 | 1.538 | 0.9732 | -#> <span style='text-decoration: underline;'>|.....................| 0.6973 | 1.988 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.57116</span> | 91.32 | 0.004500 | 0.2882 | 0.1110 | -#> |.....................| 0.009681 | 0.6009 | 1.092 | 0.05851 | -#> |.....................| 0.7888 | 0.7315 | 1.538 | 0.9732 | -#> <span style='text-decoration: underline;'>|.....................| 0.6973 | 1.988 |...........|...........|</span> -#> | F| Forward Diff. | 2.953 | 1.117 | -0.01332 | -0.05913 | -#> |.....................| 0.3618 | 0.5550 | -0.01942 | 1.377 | -#> |.....................| -0.4588 | 0.1396 | 0.5378 | 1.901 | -#> <span style='text-decoration: underline;'>|.....................| 0.2564 | -1.475 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 63</span>| 479.56857 | 1.003 | -1.204 | -0.9261 | -0.9357 | -#> |.....................| -1.025 | -0.9930 | -0.2422 | -0.8735 | -#> |.....................| -0.7976 | -1.064 | -0.5677 | -0.8539 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.2289 |...........|...........|</span> -#> | U| 479.56857 | 91.25 | -5.404 | -0.9040 | -2.198 | -#> |.....................| -4.638 | 0.4091 | 1.092 | 0.05850 | -#> |.....................| 0.7889 | 0.7314 | 1.538 | 0.9728 | -#> <span style='text-decoration: underline;'>|.....................| 0.6972 | 1.989 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.56857</span> | 91.25 | 0.004497 | 0.2882 | 0.1110 | -#> |.....................| 0.009679 | 0.6009 | 1.092 | 0.05850 | -#> |.....................| 0.7889 | 0.7314 | 1.538 | 0.9728 | -#> <span style='text-decoration: underline;'>|.....................| 0.6972 | 1.989 |...........|...........|</span> -#> | F| Forward Diff. | -3.279 | 1.109 | -0.08378 | -0.05051 | -#> |.....................| 0.3625 | 0.5609 | -0.06234 | 1.320 | -#> |.....................| -0.5093 | 0.06989 | -1.266 | 1.852 | -#> <span style='text-decoration: underline;'>|.....................| 0.2753 | -1.463 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 64</span>| 479.56430 | 1.003 | -1.205 | -0.9261 | -0.9357 | -#> |.....................| -1.026 | -0.9933 | -0.2419 | -0.8738 | -#> |.....................| -0.7974 | -1.064 | -0.5672 | -0.8543 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2281 |...........|...........|</span> -#> | U| 479.5643 | 91.31 | -5.405 | -0.9040 | -2.198 | -#> |.....................| -4.638 | 0.4090 | 1.093 | 0.05849 | -#> |.....................| 0.7891 | 0.7314 | 1.538 | 0.9724 | -#> <span style='text-decoration: underline;'>|.....................| 0.6971 | 1.990 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.5643</span> | 91.31 | 0.004495 | 0.2882 | 0.1110 | -#> |.....................| 0.009677 | 0.6008 | 1.093 | 0.05849 | -#> |.....................| 0.7891 | 0.7314 | 1.538 | 0.9724 | -#> <span style='text-decoration: underline;'>|.....................| 0.6971 | 1.990 |...........|...........|</span> -#> | F| Forward Diff. | 2.181 | 1.113 | -0.01711 | -0.05862 | -#> |.....................| 0.3610 | 0.5490 | -0.06295 | 1.399 | -#> |.....................| -0.4495 | 0.1474 | 0.6781 | 1.913 | -#> <span style='text-decoration: underline;'>|.....................| 0.2455 | -1.468 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 65</span>| 479.56239 | 1.003 | -1.205 | -0.9261 | -0.9356 | -#> |.....................| -1.026 | -0.9935 | -0.2417 | -0.8744 | -#> |.....................| -0.7972 | -1.064 | -0.5674 | -0.8549 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2275 |...........|...........|</span> -#> | U| 479.56239 | 91.24 | -5.405 | -0.9040 | -2.198 | -#> |.....................| -4.638 | 0.4089 | 1.093 | 0.05847 | -#> |.....................| 0.7892 | 0.7313 | 1.538 | 0.9718 | -#> <span style='text-decoration: underline;'>|.....................| 0.6970 | 1.990 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.56239</span> | 91.24 | 0.004493 | 0.2882 | 0.1110 | -#> |.....................| 0.009675 | 0.6008 | 1.093 | 0.05847 | -#> |.....................| 0.7892 | 0.7313 | 1.538 | 0.9718 | -#> <span style='text-decoration: underline;'>|.....................| 0.6970 | 1.990 |...........|...........|</span> -#> | F| Forward Diff. | -4.516 | 1.106 | -0.09308 | -0.04714 | -#> |.....................| 0.3636 | 0.5580 | -0.04406 | 1.488 | -#> |.....................| -0.4662 | 0.05187 | 0.6104 | 1.787 | -#> <span style='text-decoration: underline;'>|.....................| 0.2769 | -1.453 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 66</span>| 479.55877 | 1.003 | -1.206 | -0.9261 | -0.9356 | -#> |.....................| -1.026 | -0.9938 | -0.2414 | -0.8747 | -#> |.....................| -0.7970 | -1.064 | -0.5678 | -0.8553 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2268 |...........|...........|</span> -#> | U| 479.55877 | 91.31 | -5.406 | -0.9039 | -2.198 | -#> |.....................| -4.638 | 0.4087 | 1.093 | 0.05846 | -#> |.....................| 0.7894 | 0.7313 | 1.538 | 0.9714 | -#> <span style='text-decoration: underline;'>|.....................| 0.6969 | 1.991 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.55877</span> | 91.31 | 0.004490 | 0.2882 | 0.1110 | -#> |.....................| 0.009674 | 0.6008 | 1.093 | 0.05846 | -#> |.....................| 0.7894 | 0.7313 | 1.538 | 0.9714 | -#> <span style='text-decoration: underline;'>|.....................| 0.6969 | 1.991 |...........|...........|</span> -#> | F| Forward Diff. | 2.254 | 1.111 | -0.01255 | -0.05783 | -#> |.....................| 0.3613 | 0.5437 | -0.01079 | 1.366 | -#> |.....................| -0.4954 | 0.1048 | 0.5565 | 1.745 | -#> <span style='text-decoration: underline;'>|.....................| 0.2417 | -1.458 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 67</span>| 479.55696 | 1.003 | -1.206 | -0.9261 | -0.9356 | -#> |.....................| -1.026 | -0.9940 | -0.2413 | -0.8753 | -#> |.....................| -0.7968 | -1.064 | -0.5681 | -0.8559 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2262 |...........|...........|</span> -#> | U| 479.55696 | 91.24 | -5.406 | -0.9039 | -2.198 | -#> |.....................| -4.639 | 0.4086 | 1.093 | 0.05845 | -#> |.....................| 0.7895 | 0.7312 | 1.537 | 0.9708 | -#> <span style='text-decoration: underline;'>|.....................| 0.6968 | 1.992 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.55696</span> | 91.24 | 0.004488 | 0.2882 | 0.1110 | -#> |.....................| 0.009672 | 0.6008 | 1.093 | 0.05845 | -#> |.....................| 0.7895 | 0.7312 | 1.537 | 0.9708 | -#> <span style='text-decoration: underline;'>|.....................| 0.6968 | 1.992 |...........|...........|</span> -#> | F| Forward Diff. | -4.420 | 1.104 | -0.08938 | -0.04652 | -#> |.....................| 0.3638 | 0.5524 | -0.03600 | 1.474 | -#> |.....................| -0.4537 | 0.08714 | 0.5943 | 1.686 | -#> <span style='text-decoration: underline;'>|.....................| 0.2777 | -1.443 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 68</span>| 479.55331 | 1.003 | -1.207 | -0.9260 | -0.9356 | -#> |.....................| -1.026 | -0.9943 | -0.2409 | -0.8756 | -#> |.....................| -0.7966 | -1.064 | -0.5684 | -0.8562 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2254 |...........|...........|</span> -#> | U| 479.55331 | 91.31 | -5.407 | -0.9039 | -2.198 | -#> |.....................| -4.639 | 0.4085 | 1.093 | 0.05844 | -#> |.....................| 0.7897 | 0.7312 | 1.537 | 0.9706 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 1.993 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.55331</span> | 91.31 | 0.004485 | 0.2882 | 0.1110 | -#> |.....................| 0.009670 | 0.6007 | 1.093 | 0.05844 | -#> |.....................| 0.7897 | 0.7312 | 1.537 | 0.9706 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 1.993 |...........|...........|</span> -#> | F| Forward Diff. | 1.940 | 1.107 | -0.01326 | -0.05734 | -#> |.....................| 0.3610 | 0.5380 | -0.03050 | 1.334 | -#> |.....................| -0.4419 | 0.09953 | 0.4758 | 1.660 | -#> <span style='text-decoration: underline;'>|.....................| 0.2363 | -1.448 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 69</span>| 479.55178 | 1.003 | -1.208 | -0.9260 | -0.9355 | -#> |.....................| -1.026 | -0.9945 | -0.2409 | -0.8762 | -#> |.....................| -0.7964 | -1.064 | -0.5686 | -0.8569 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2248 |...........|...........|</span> -#> | U| 479.55178 | 91.23 | -5.408 | -0.9039 | -2.198 | -#> |.....................| -4.639 | 0.4084 | 1.093 | 0.05842 | -#> |.....................| 0.7898 | 0.7311 | 1.537 | 0.9699 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.994 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.55178</span> | 91.23 | 0.004483 | 0.2882 | 0.1110 | -#> |.....................| 0.009668 | 0.6007 | 1.093 | 0.05842 | -#> |.....................| 0.7898 | 0.7311 | 1.537 | 0.9699 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.994 |...........|...........|</span> -#> | F| Forward Diff. | -4.846 | 1.100 | -0.09130 | -0.04553 | -#> |.....................| 0.3638 | 0.5474 | -0.02936 | 1.430 | -#> |.....................| -0.4494 | 0.05105 | 0.6245 | 1.611 | -#> <span style='text-decoration: underline;'>|.....................| 0.2724 | -1.435 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 70</span>| 479.54790 | 1.003 | -1.208 | -0.9260 | -0.9355 | -#> |.....................| -1.027 | -0.9948 | -0.2405 | -0.8765 | -#> |.....................| -0.7962 | -1.064 | -0.5690 | -0.8571 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2240 |...........|...........|</span> -#> | U| 479.5479 | 91.30 | -5.408 | -0.9039 | -2.198 | -#> |.....................| -4.639 | 0.4083 | 1.093 | 0.05841 | -#> |.....................| 0.7899 | 0.7311 | 1.536 | 0.9697 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 1.995 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.5479</span> | 91.30 | 0.004480 | 0.2883 | 0.1110 | -#> |.....................| 0.009667 | 0.6007 | 1.093 | 0.05841 | -#> |.....................| 0.7899 | 0.7311 | 1.536 | 0.9697 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 1.995 |...........|...........|</span> -#> | F| Forward Diff. | 1.570 | 1.104 | -0.01594 | -0.05674 | -#> |.....................| 0.3607 | 0.5327 | -0.02577 | 1.253 | -#> |.....................| -0.4401 | 0.07544 | -0.5163 | 0.8741 | -#> <span style='text-decoration: underline;'>|.....................| -0.3456 | -1.445 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 71</span>| 479.54587 | 1.003 | -1.209 | -0.9260 | -0.9355 | -#> |.....................| -1.027 | -0.9951 | -0.2405 | -0.8771 | -#> |.....................| -0.7960 | -1.064 | -0.5687 | -0.8576 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2233 |...........|...........|</span> -#> | U| 479.54587 | 91.23 | -5.409 | -0.9039 | -2.198 | -#> |.....................| -4.639 | 0.4081 | 1.093 | 0.05839 | -#> |.....................| 0.7901 | 0.7310 | 1.537 | 0.9693 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.995 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.54587</span> | 91.23 | 0.004478 | 0.2883 | 0.1110 | -#> |.....................| 0.009665 | 0.6006 | 1.093 | 0.05839 | -#> |.....................| 0.7901 | 0.7310 | 1.537 | 0.9693 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.995 |...........|...........|</span> -#> | F| Forward Diff. | -4.902 | 1.097 | -0.08880 | -0.04568 | -#> |.....................| 0.3633 | 0.5436 | -0.03820 | 1.421 | -#> |.....................| -0.4438 | 0.04451 | 0.5507 | 1.558 | -#> <span style='text-decoration: underline;'>|.....................| 0.2862 | -1.423 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 72</span>| 479.54157 | 1.003 | -1.209 | -0.9260 | -0.9354 | -#> |.....................| -1.027 | -0.9954 | -0.2399 | -0.8773 | -#> |.....................| -0.7958 | -1.064 | -0.5687 | -0.8577 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2225 |...........|...........|</span> -#> | U| 479.54157 | 91.30 | -5.409 | -0.9038 | -2.198 | -#> |.....................| -4.639 | 0.4080 | 1.093 | 0.05839 | -#> |.....................| 0.7902 | 0.7309 | 1.537 | 0.9691 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.996 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.54157</span> | 91.30 | 0.004475 | 0.2883 | 0.1110 | -#> |.....................| 0.009663 | 0.6006 | 1.093 | 0.05839 | -#> |.....................| 0.7902 | 0.7309 | 1.537 | 0.9691 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.996 |...........|...........|</span> -#> | F| Forward Diff. | 1.063 | 1.100 | -0.01768 | -0.05631 | -#> |.....................| 0.3603 | 0.5311 | -0.05904 | 1.468 | -#> |.....................| -0.4400 | 0.06384 | 0.5216 | 1.564 | -#> <span style='text-decoration: underline;'>|.....................| 0.2548 | -1.433 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 73</span>| 479.53906 | 1.003 | -1.210 | -0.9259 | -0.9354 | -#> |.....................| -1.027 | -0.9956 | -0.2399 | -0.8780 | -#> |.....................| -0.7956 | -1.064 | -0.5689 | -0.8584 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2218 |...........|...........|</span> -#> | U| 479.53906 | 91.25 | -5.410 | -0.9038 | -2.198 | -#> |.....................| -4.640 | 0.4079 | 1.093 | 0.05837 | -#> |.....................| 0.7904 | 0.7309 | 1.536 | 0.9684 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 1.997 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.53906</span> | 91.25 | 0.004472 | 0.2883 | 0.1110 | -#> |.....................| 0.009661 | 0.6006 | 1.093 | 0.05837 | -#> |.....................| 0.7904 | 0.7309 | 1.536 | 0.9684 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 1.997 |...........|...........|</span> -#> | F| Forward Diff. | -3.131 | 1.095 | -0.06506 | -0.04908 | -#> |.....................| 0.3620 | 0.5356 | -0.007514 | 1.441 | -#> |.....................| -0.4274 | 0.08578 | -0.3543 | 0.8441 | -#> <span style='text-decoration: underline;'>|.....................| -0.2944 | -1.418 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 74</span>| 479.53616 | 1.004 | -1.210 | -0.9259 | -0.9354 | -#> |.....................| -1.027 | -0.9959 | -0.2396 | -0.8785 | -#> |.....................| -0.7954 | -1.064 | -0.5688 | -0.8586 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2210 |...........|...........|</span> -#> | U| 479.53616 | 91.33 | -5.410 | -0.9038 | -2.198 | -#> |.....................| -4.640 | 0.4077 | 1.094 | 0.05835 | -#> |.....................| 0.7905 | 0.7308 | 1.537 | 0.9682 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.998 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.53616</span> | 91.33 | 0.004470 | 0.2883 | 0.1111 | -#> |.....................| 0.009659 | 0.6005 | 1.094 | 0.05835 | -#> |.....................| 0.7905 | 0.7308 | 1.537 | 0.9682 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 1.998 |...........|...........|</span> -#> | F| Forward Diff. | 3.979 | 1.099 | 0.01619 | -0.06233 | -#> |.....................| 0.3580 | 0.5217 | -0.09749 | 1.245 | -#> |.....................| -0.4289 | 0.1115 | -0.5282 | 0.7580 | -#> <span style='text-decoration: underline;'>|.....................| -0.3266 | -1.417 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 75</span>| 479.53242 | 1.003 | -1.211 | -0.9259 | -0.9353 | -#> |.....................| -1.028 | -0.9962 | -0.2391 | -0.8787 | -#> |.....................| -0.7953 | -1.065 | -0.5685 | -0.8588 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2202 |...........|...........|</span> -#> | U| 479.53242 | 91.27 | -5.411 | -0.9038 | -2.198 | -#> |.....................| -4.640 | 0.4076 | 1.094 | 0.05835 | -#> |.....................| 0.7906 | 0.7307 | 1.537 | 0.9681 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 1.999 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.53242</span> | 91.27 | 0.004467 | 0.2883 | 0.1111 | -#> |.....................| 0.009657 | 0.6005 | 1.094 | 0.05835 | -#> |.....................| 0.7906 | 0.7307 | 1.537 | 0.9681 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 1.999 |...........|...........|</span> -#> | F| Forward Diff. | -1.679 | 1.093 | -0.04308 | -0.05224 | -#> |.....................| 0.3605 | 0.5318 | -0.002555 | 1.446 | -#> |.....................| -0.4215 | 0.05786 | 0.6079 | 1.538 | -#> <span style='text-decoration: underline;'>|.....................| 0.2997 | -1.401 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 76</span>| 479.52958 | 1.004 | -1.212 | -0.9259 | -0.9353 | -#> |.....................| -1.028 | -0.9965 | -0.2388 | -0.8793 | -#> |.....................| -0.7951 | -1.065 | -0.5686 | -0.8593 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2194 |...........|...........|</span> -#> | U| 479.52958 | 91.33 | -5.412 | -0.9038 | -2.198 | -#> |.....................| -4.640 | 0.4075 | 1.094 | 0.05833 | -#> |.....................| 0.7908 | 0.7306 | 1.537 | 0.9676 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 2.000 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.52958</span> | 91.33 | 0.004464 | 0.2883 | 0.1111 | -#> |.....................| 0.009655 | 0.6005 | 1.094 | 0.05833 | -#> |.....................| 0.7908 | 0.7306 | 1.537 | 0.9676 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 2.000 |...........|...........|</span> -#> | F| Forward Diff. | 3.139 | 1.094 | 0.01046 | -0.06226 | -#> |.....................| 0.3570 | 0.5194 | -0.09592 | 1.421 | -#> |.....................| -0.4323 | 0.06052 | -0.5454 | 0.7071 | -#> <span style='text-decoration: underline;'>|.....................| -0.2962 | -1.410 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 77</span>| 479.52646 | 1.003 | -1.212 | -0.9259 | -0.9353 | -#> |.....................| -1.028 | -0.9968 | -0.2384 | -0.8797 | -#> |.....................| -0.7949 | -1.065 | -0.5684 | -0.8594 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2186 |...........|...........|</span> -#> | U| 479.52646 | 91.26 | -5.412 | -0.9038 | -2.198 | -#> |.....................| -4.640 | 0.4073 | 1.094 | 0.05832 | -#> |.....................| 0.7909 | 0.7304 | 1.537 | 0.9675 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 2.001 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.52646</span> | 91.26 | 0.004461 | 0.2883 | 0.1111 | -#> |.....................| 0.009653 | 0.6005 | 1.094 | 0.05832 | -#> |.....................| 0.7909 | 0.7304 | 1.537 | 0.9675 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 2.001 |...........|...........|</span> -#> | F| Forward Diff. | -2.758 | 1.088 | -0.05217 | -0.05158 | -#> |.....................| 0.3593 | 0.5291 | -0.05980 | 1.185 | -#> |.....................| -0.4227 | -2.218 | -0.3659 | 0.8223 | -#> <span style='text-decoration: underline;'>|.....................| -0.2423 | -1.392 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 78</span>| 479.52294 | 1.003 | -1.213 | -0.9258 | -0.9352 | -#> |.....................| -1.028 | -0.9971 | -0.2379 | -0.8800 | -#> |.....................| -0.7947 | -1.064 | -0.5681 | -0.8596 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2178 |...........|...........|</span> -#> | U| 479.52294 | 91.30 | -5.413 | -0.9037 | -2.198 | -#> |.....................| -4.641 | 0.4072 | 1.094 | 0.05831 | -#> |.....................| 0.7910 | 0.7311 | 1.537 | 0.9673 | -#> <span style='text-decoration: underline;'>|.....................| 0.6967 | 2.002 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.52294</span> | 91.30 | 0.004458 | 0.2883 | 0.1111 | -#> |.....................| 0.009652 | 0.6004 | 1.094 | 0.05831 | -#> |.....................| 0.7910 | 0.7311 | 1.537 | 0.9673 | -#> <span style='text-decoration: underline;'>|.....................| 0.6967 | 2.002 |...........|...........|</span> -#> | F| Forward Diff. | 0.7571 | 1.091 | -0.01328 | -0.05733 | -#> |.....................| 0.3573 | 0.5211 | 0.006105 | 1.423 | -#> |.....................| -0.4119 | 0.1268 | 0.6771 | 1.465 | -#> <span style='text-decoration: underline;'>|.....................| 0.3146 | -1.386 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 79</span>| 479.52041 | 1.003 | -1.213 | -0.9258 | -0.9352 | -#> |.....................| -1.028 | -0.9973 | -0.2380 | -0.8807 | -#> |.....................| -0.7945 | -1.064 | -0.5684 | -0.8604 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2172 |...........|...........|</span> -#> | U| 479.52041 | 91.27 | -5.413 | -0.9037 | -2.198 | -#> |.....................| -4.641 | 0.4071 | 1.094 | 0.05829 | -#> |.....................| 0.7912 | 0.7311 | 1.537 | 0.9666 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 2.003 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.52041</span> | 91.27 | 0.004456 | 0.2883 | 0.1111 | -#> |.....................| 0.009650 | 0.6004 | 1.094 | 0.05829 | -#> |.....................| 0.7912 | 0.7311 | 1.537 | 0.9666 | -#> <span style='text-decoration: underline;'>|.....................| 0.6965 | 2.003 |...........|...........|</span> -#> | F| Forward Diff. | -2.400 | 1.087 | -0.04852 | -0.05189 | -#> |.....................| 0.3585 | 0.5236 | -0.05100 | 1.183 | -#> |.....................| -0.4319 | 0.01564 | 0.3566 | 1.324 | -#> <span style='text-decoration: underline;'>|.....................| 0.3221 | -1.379 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 80</span>| 479.51911 | 1.004 | -1.214 | -0.9258 | -0.9352 | -#> |.....................| -1.029 | -0.9976 | -0.2379 | -0.8812 | -#> |.....................| -0.7944 | -1.064 | -0.5686 | -0.8609 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2166 |...........|...........|</span> -#> | U| 479.51911 | 91.35 | -5.414 | -0.9037 | -2.198 | -#> |.....................| -4.641 | 0.4070 | 1.094 | 0.05828 | -#> |.....................| 0.7913 | 0.7310 | 1.537 | 0.9661 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.004 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.51911</span> | 91.35 | 0.004454 | 0.2883 | 0.1111 | -#> |.....................| 0.009648 | 0.6004 | 1.094 | 0.05828 | -#> |.....................| 0.7913 | 0.7310 | 1.537 | 0.9661 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.004 |...........|...........|</span> -#> | F| Forward Diff. | 5.458 | 1.092 | 0.04306 | -0.06507 | -#> |.....................| 0.3552 | 0.5068 | -0.06807 | 1.418 | -#> |.....................| -0.4090 | 0.1358 | -0.5109 | 0.5676 | -#> <span style='text-decoration: underline;'>|.....................| -0.2804 | -1.390 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 81</span>| 479.51487 | 1.003 | -1.215 | -0.9258 | -0.9352 | -#> |.....................| -1.029 | -0.9978 | -0.2377 | -0.8817 | -#> |.....................| -0.7942 | -1.064 | -0.5685 | -0.8612 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2158 |...........|...........|</span> -#> | U| 479.51487 | 91.27 | -5.415 | -0.9037 | -2.198 | -#> |.....................| -4.641 | 0.4069 | 1.094 | 0.05826 | -#> |.....................| 0.7914 | 0.7307 | 1.537 | 0.9658 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.005 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.51487</span> | 91.27 | 0.004451 | 0.2883 | 0.1111 | -#> |.....................| 0.009647 | 0.6003 | 1.094 | 0.05826 | -#> |.....................| 0.7914 | 0.7307 | 1.537 | 0.9658 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.005 |...........|...........|</span> -#> | F| Forward Diff. | -1.582 | 1.084 | -0.03533 | -0.05340 | -#> |.....................| 0.3581 | 0.5175 | -0.06480 | 1.157 | -#> |.....................| -0.4224 | 0.03489 | -0.5536 | 0.6041 | -#> <span style='text-decoration: underline;'>|.....................| -0.2386 | -1.371 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 82</span>| 479.51208 | 1.004 | -1.215 | -0.9258 | -0.9351 | -#> |.....................| -1.029 | -0.9981 | -0.2375 | -0.8823 | -#> |.....................| -0.7939 | -1.065 | -0.5682 | -0.8615 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2150 |...........|...........|</span> -#> | U| 479.51208 | 91.34 | -5.415 | -0.9037 | -2.197 | -#> |.....................| -4.641 | 0.4067 | 1.094 | 0.05824 | -#> |.....................| 0.7916 | 0.7306 | 1.537 | 0.9655 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.006 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.51208</span> | 91.34 | 0.004449 | 0.2883 | 0.1111 | -#> |.....................| 0.009645 | 0.6003 | 1.094 | 0.05824 | -#> |.....................| 0.7916 | 0.7306 | 1.537 | 0.9655 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.006 |...........|...........|</span> -#> | F| Forward Diff. | 3.943 | 1.087 | 0.02817 | -0.06279 | -#> |.....................| 0.3555 | 0.5065 | -0.06060 | 1.305 | -#> |.....................| -0.4115 | 0.06912 | 0.4865 | 1.240 | -#> <span style='text-decoration: underline;'>|.....................| 0.2990 | -1.371 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 83</span>| 479.50842 | 1.003 | -1.216 | -0.9258 | -0.9351 | -#> |.....................| -1.029 | -0.9984 | -0.2372 | -0.8827 | -#> |.....................| -0.7937 | -1.065 | -0.5683 | -0.8618 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2141 |...........|...........|</span> -#> | U| 479.50842 | 91.29 | -5.416 | -0.9037 | -2.197 | -#> |.....................| -4.642 | 0.4066 | 1.095 | 0.05823 | -#> |.....................| 0.7918 | 0.7302 | 1.537 | 0.9652 | -#> <span style='text-decoration: underline;'>|.....................| 0.6962 | 2.007 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.50842</span> | 91.29 | 0.004446 | 0.2883 | 0.1111 | -#> |.....................| 0.009643 | 0.6003 | 1.095 | 0.05823 | -#> |.....................| 0.7918 | 0.7302 | 1.537 | 0.9652 | -#> <span style='text-decoration: underline;'>|.....................| 0.6962 | 2.007 |...........|...........|</span> -#> | F| Forward Diff. | -0.7463 | 1.081 | -0.02105 | -0.05532 | -#> |.....................| 0.3572 | 0.5118 | -0.07839 | 1.134 | -#> |.....................| -0.4206 | 0.01709 | -0.5616 | 0.5218 | -#> <span style='text-decoration: underline;'>|.....................| -0.2429 | -1.361 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 84</span>| 479.50515 | 1.004 | -1.216 | -0.9258 | -0.9351 | -#> |.....................| -1.029 | -0.9987 | -0.2372 | -0.8834 | -#> |.....................| -0.7935 | -1.065 | -0.5680 | -0.8621 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2133 |...........|...........|</span> -#> | U| 479.50515 | 91.33 | -5.416 | -0.9037 | -2.197 | -#> |.....................| -4.642 | 0.4065 | 1.095 | 0.05821 | -#> |.....................| 0.7919 | 0.7302 | 1.537 | 0.9649 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.008 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.50515</span> | 91.33 | 0.004443 | 0.2883 | 0.1111 | -#> |.....................| 0.009641 | 0.6002 | 1.095 | 0.05821 | -#> |.....................| 0.7919 | 0.7302 | 1.537 | 0.9649 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.008 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 85</span>| 479.49887 | 1.004 | -1.219 | -0.9257 | -0.9350 | -#> |.....................| -1.030 | -0.9997 | -0.2363 | -0.8851 | -#> |.....................| -0.7928 | -1.066 | -0.5675 | -0.8630 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2104 |...........|...........|</span> -#> | U| 479.49887 | 91.39 | -5.419 | -0.9037 | -2.197 | -#> |.....................| -4.642 | 0.4060 | 1.095 | 0.05816 | -#> |.....................| 0.7925 | 0.7293 | 1.538 | 0.9641 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.011 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.49887</span> | 91.39 | 0.004434 | 0.2883 | 0.1111 | -#> |.....................| 0.009634 | 0.6001 | 1.095 | 0.05816 | -#> |.....................| 0.7925 | 0.7293 | 1.538 | 0.9641 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.011 |...........|...........|</span> -#> | F| Forward Diff. | 8.922 | 1.081 | 0.1004 | -0.07252 | -#> |.....................| 0.3520 | 0.4871 | 0.2543 | 1.578 | -#> |.....................| -0.3854 | 0.03465 | -0.5794 | 0.4083 | -#> <span style='text-decoration: underline;'>|.....................| -0.2550 | -1.344 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 86</span>| 479.48147 | 1.003 | -1.221 | -0.9257 | -0.9348 | -#> |.....................| -1.031 | -1.001 | -0.2344 | -0.8861 | -#> |.....................| -0.7921 | -1.067 | -0.5658 | -0.8636 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2068 |...........|...........|</span> -#> | U| 479.48147 | 91.29 | -5.421 | -0.9036 | -2.197 | -#> |.....................| -4.643 | 0.4054 | 1.096 | 0.05813 | -#> |.....................| 0.7930 | 0.7283 | 1.540 | 0.9635 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.016 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.48147</span> | 91.29 | 0.004421 | 0.2883 | 0.1111 | -#> |.....................| 0.009626 | 0.6000 | 1.096 | 0.05813 | -#> |.....................| 0.7930 | 0.7283 | 1.540 | 0.9635 | -#> <span style='text-decoration: underline;'>|.....................| 0.6963 | 2.016 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 87</span>| 479.46291 | 1.003 | -1.226 | -0.9256 | -0.9345 | -#> |.....................| -1.032 | -1.003 | -0.2312 | -0.8874 | -#> |.....................| -0.7910 | -1.069 | -0.5631 | -0.8644 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.2012 |...........|...........|</span> -#> | U| 479.46291 | 91.29 | -5.426 | -0.9035 | -2.197 | -#> |.....................| -4.645 | 0.4045 | 1.097 | 0.05809 | -#> |.....................| 0.7937 | 0.7267 | 1.543 | 0.9627 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.022 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.46291</span> | 91.29 | 0.004402 | 0.2883 | 0.1111 | -#> |.....................| 0.009612 | 0.5998 | 1.097 | 0.05809 | -#> |.....................| 0.7937 | 0.7267 | 1.543 | 0.9627 | -#> <span style='text-decoration: underline;'>|.....................| 0.6964 | 2.022 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 88</span>| 479.38653 | 1.003 | -1.248 | -0.9250 | -0.9332 | -#> |.....................| -1.039 | -1.013 | -0.2154 | -0.8940 | -#> |.....................| -0.7859 | -1.078 | -0.5497 | -0.8687 | -#> <span style='text-decoration: underline;'>|.....................| -1.067 | -0.1734 |...........|...........|</span> -#> | U| 479.38653 | 91.26 | -5.448 | -0.9030 | -2.196 | -#> |.....................| -4.652 | 0.4000 | 1.104 | 0.05790 | -#> |.....................| 0.7975 | 0.7188 | 1.559 | 0.9587 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 2.056 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.38653</span> | 91.26 | 0.004306 | 0.2884 | 0.1113 | -#> |.....................| 0.009547 | 0.5987 | 1.104 | 0.05790 | -#> |.....................| 0.7975 | 0.7188 | 1.559 | 0.9587 | -#> <span style='text-decoration: underline;'>|.....................| 0.6966 | 2.056 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 89</span>| 479.33405 | 1.002 | -1.333 | -0.9226 | -0.9281 | -#> |.....................| -1.066 | -1.051 | -0.1533 | -0.9198 | -#> |.....................| -0.7659 | -1.112 | -0.4971 | -0.8853 | -#> <span style='text-decoration: underline;'>|.....................| -1.066 | -0.06439 |...........|...........|</span> -#> | U| 479.33405 | 91.15 | -5.533 | -0.9008 | -2.190 | -#> |.....................| -4.678 | 0.3823 | 1.129 | 0.05715 | -#> |.....................| 0.8121 | 0.6876 | 1.621 | 0.9427 | -#> <span style='text-decoration: underline;'>|.....................| 0.6975 | 2.188 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.33405</span> | 91.15 | 0.003953 | 0.2889 | 0.1119 | -#> |.....................| 0.009294 | 0.5944 | 1.129 | 0.05715 | -#> |.....................| 0.8121 | 0.6876 | 1.621 | 0.9427 | -#> <span style='text-decoration: underline;'>|.....................| 0.6975 | 2.188 |...........|...........|</span> -#> | F| Forward Diff. | -22.35 | 0.8049 | 0.3265 | -0.06456 | -#> |.....................| 0.3038 | 0.2091 | 1.763 | 1.473 | -#> |.....................| -0.5535 | -2.463 | 1.244 | -0.6274 | -#> <span style='text-decoration: underline;'>|.....................| 1.702 | -0.2760 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 90</span>| 479.70817 | 1.005 | -1.492 | -0.9504 | -0.9122 | -#> |.....................| -1.121 | -1.106 | -0.1774 | -0.9510 | -#> |.....................| -0.7305 | -1.145 | -0.4385 | -0.8800 | -#> <span style='text-decoration: underline;'>|.....................| -1.177 | -0.01012 |...........|...........|</span> -#> | U| 479.70817 | 91.47 | -5.692 | -0.9256 | -2.175 | -#> |.....................| -4.734 | 0.3572 | 1.119 | 0.05625 | -#> |.....................| 0.8380 | 0.6579 | 1.691 | 0.9478 | -#> <span style='text-decoration: underline;'>|.....................| 0.6020 | 2.254 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.70817</span> | 91.47 | 0.003371 | 0.2838 | 0.1137 | -#> |.....................| 0.008794 | 0.5884 | 1.119 | 0.05625 | -#> |.....................| 0.8380 | 0.6579 | 1.691 | 0.9478 | -#> <span style='text-decoration: underline;'>|.....................| 0.6020 | 2.254 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 91</span>| 479.27063 | 1.005 | -1.375 | -0.9298 | -0.9240 | -#> |.....................| -1.080 | -1.065 | -0.1597 | -0.9281 | -#> |.....................| -0.7567 | -1.120 | -0.4820 | -0.8839 | -#> <span style='text-decoration: underline;'>|.....................| -1.095 | -0.05030 |...........|...........|</span> -#> | U| 479.27063 | 91.42 | -5.575 | -0.9073 | -2.186 | -#> |.....................| -4.693 | 0.3758 | 1.127 | 0.05692 | -#> |.....................| 0.8189 | 0.6801 | 1.639 | 0.9441 | -#> <span style='text-decoration: underline;'>|.....................| 0.6726 | 2.206 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.27063</span> | 91.42 | 0.003793 | 0.2876 | 0.1123 | -#> |.....................| 0.009162 | 0.5929 | 1.127 | 0.05692 | -#> |.....................| 0.8189 | 0.6801 | 1.639 | 0.9441 | -#> <span style='text-decoration: underline;'>|.....................| 0.6726 | 2.206 |...........|...........|</span> -#> | F| Forward Diff. | 2.862 | 0.7516 | 0.3576 | -0.07893 | -#> |.....................| 0.2806 | -0.4298 | 1.369 | 1.213 | -#> |.....................| -0.5227 | -2.562 | 2.801 | -1.010 | -#> <span style='text-decoration: underline;'>|.....................| -1.234 | -0.5388 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 92</span>| 479.18239 | 1.005 | -1.423 | -0.9401 | -0.9189 | -#> |.....................| -1.098 | -1.064 | -0.1729 | -0.9195 | -#> |.....................| -0.7414 | -1.117 | -0.4967 | -0.8806 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04375 |...........|...........|</span> -#> | U| 479.18239 | 91.43 | -5.623 | -0.9165 | -2.181 | -#> |.....................| -4.710 | 0.3764 | 1.121 | 0.05716 | -#> |.....................| 0.8300 | 0.6834 | 1.622 | 0.9472 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.213 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.18239</span> | 91.43 | 0.003613 | 0.2857 | 0.1129 | -#> |.....................| 0.009001 | 0.5930 | 1.121 | 0.05716 | -#> |.....................| 0.8300 | 0.6834 | 1.622 | 0.9472 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.213 |...........|...........|</span> -#> | F| Forward Diff. | 2.797 | 0.6564 | -0.1913 | -0.04289 | -#> |.....................| 0.2359 | -0.3012 | 1.209 | 1.124 | -#> |.....................| -0.4349 | -2.322 | 2.160 | -0.7215 | -#> <span style='text-decoration: underline;'>|.....................| -0.1578 | -0.4171 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 93</span>| 479.53483 | 0.9938 | -1.508 | -0.8927 | -0.9141 | -#> |.....................| -1.127 | -1.054 | -0.1802 | -0.9016 | -#> |.....................| -0.7110 | -1.089 | -0.5260 | -0.8567 | -#> <span style='text-decoration: underline;'>|.....................| -1.093 | -0.01567 |...........|...........|</span> -#> | U| 479.53483 | 90.44 | -5.708 | -0.8742 | -2.177 | -#> |.....................| -4.740 | 0.3812 | 1.118 | 0.05768 | -#> |.....................| 0.8523 | 0.7081 | 1.587 | 0.9700 | -#> <span style='text-decoration: underline;'>|.....................| 0.6741 | 2.248 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.53483</span> | 90.44 | 0.003320 | 0.2944 | 0.1134 | -#> |.....................| 0.008741 | 0.5942 | 1.118 | 0.05768 | -#> |.....................| 0.8523 | 0.7081 | 1.587 | 0.9700 | -#> <span style='text-decoration: underline;'>|.....................| 0.6741 | 2.248 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 94</span>| 479.57437 | 0.9943 | -1.436 | -0.9336 | -0.9181 | -#> |.....................| -1.102 | -1.062 | -0.1777 | -0.9209 | -#> |.....................| -0.7362 | -1.106 | -0.5073 | -0.8753 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03890 |...........|...........|</span> -#> | U| 479.57437 | 90.49 | -5.636 | -0.9106 | -2.181 | -#> |.....................| -4.715 | 0.3775 | 1.119 | 0.05712 | -#> |.....................| 0.8338 | 0.6933 | 1.609 | 0.9523 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.219 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.57437</span> | 90.49 | 0.003567 | 0.2869 | 0.1130 | -#> |.....................| 0.008961 | 0.5933 | 1.119 | 0.05712 | -#> |.....................| 0.8338 | 0.6933 | 1.609 | 0.9523 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.219 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 95</span>| 479.18328 | 1.003 | -1.424 | -0.9400 | -0.9189 | -#> |.....................| -1.098 | -1.064 | -0.1736 | -0.9201 | -#> |.....................| -0.7412 | -1.115 | -0.4980 | -0.8802 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04351 |...........|...........|</span> -#> | U| 479.18328 | 91.28 | -5.624 | -0.9164 | -2.181 | -#> |.....................| -4.711 | 0.3765 | 1.121 | 0.05715 | -#> |.....................| 0.8302 | 0.6847 | 1.620 | 0.9476 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.18328</span> | 91.28 | 0.003612 | 0.2857 | 0.1129 | -#> |.....................| 0.009000 | 0.5930 | 1.121 | 0.05715 | -#> |.....................| 0.8302 | 0.6847 | 1.620 | 0.9476 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 96</span>| 479.17990 | 1.004 | -1.423 | -0.9401 | -0.9189 | -#> |.....................| -1.098 | -1.064 | -0.1732 | -0.9198 | -#> |.....................| -0.7413 | -1.116 | -0.4973 | -0.8805 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04364 |...........|...........|</span> -#> | U| 479.1799 | 91.36 | -5.623 | -0.9164 | -2.181 | -#> |.....................| -4.710 | 0.3764 | 1.121 | 0.05716 | -#> |.....................| 0.8301 | 0.6840 | 1.621 | 0.9474 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.1799</span> | 91.36 | 0.003612 | 0.2857 | 0.1129 | -#> |.....................| 0.009001 | 0.5930 | 1.121 | 0.05716 | -#> |.....................| 0.8301 | 0.6840 | 1.621 | 0.9474 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | F| Forward Diff. | -3.933 | 0.6514 | -0.2757 | -0.03244 | -#> |.....................| 0.2382 | -0.2823 | 1.183 | 1.090 | -#> |.....................| -0.4397 | -2.345 | 2.145 | -0.7620 | -#> <span style='text-decoration: underline;'>|.....................| -0.1240 | -0.3947 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 97</span>| 479.17667 | 1.005 | -1.424 | -0.9399 | -0.9189 | -#> |.....................| -1.098 | -1.064 | -0.1735 | -0.9200 | -#> |.....................| -0.7411 | -1.116 | -0.4978 | -0.8802 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04350 |...........|...........|</span> -#> | U| 479.17667 | 91.44 | -5.624 | -0.9162 | -2.181 | -#> |.....................| -4.711 | 0.3765 | 1.121 | 0.05715 | -#> |.....................| 0.8302 | 0.6845 | 1.621 | 0.9476 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.17667</span> | 91.44 | 0.003611 | 0.2857 | 0.1129 | -#> |.....................| 0.009000 | 0.5930 | 1.121 | 0.05715 | -#> |.....................| 0.8302 | 0.6845 | 1.621 | 0.9476 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | F| Forward Diff. | 3.521 | 0.6547 | -0.1751 | -0.04313 | -#> |.....................| 0.2353 | -0.2995 | 1.118 | 1.121 | -#> |.....................| -0.4506 | -2.323 | 2.084 | -0.7259 | -#> <span style='text-decoration: underline;'>|.....................| -0.1653 | -0.4503 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 98</span>| 479.17418 | 1.004 | -1.424 | -0.9398 | -0.9188 | -#> |.....................| -1.098 | -1.064 | -0.1738 | -0.9202 | -#> |.....................| -0.7410 | -1.115 | -0.4983 | -0.8800 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04335 |...........|...........|</span> -#> | U| 479.17418 | 91.36 | -5.624 | -0.9161 | -2.181 | -#> |.....................| -4.711 | 0.3765 | 1.121 | 0.05714 | -#> |.....................| 0.8303 | 0.6850 | 1.620 | 0.9478 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.17418</span> | 91.36 | 0.003610 | 0.2857 | 0.1129 | -#> |.....................| 0.008999 | 0.5930 | 1.121 | 0.05714 | -#> |.....................| 0.8303 | 0.6850 | 1.620 | 0.9478 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | F| Forward Diff. | -3.859 | 0.6491 | -0.2708 | -0.03145 | -#> |.....................| 0.2380 | -0.2786 | 1.113 | 1.074 | -#> |.....................| -0.4387 | -2.285 | 2.045 | -0.7498 | -#> <span style='text-decoration: underline;'>|.....................| -0.1354 | -0.4011 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 99</span>| 479.17107 | 1.005 | -1.424 | -0.9396 | -0.9188 | -#> |.....................| -1.098 | -1.064 | -0.1740 | -0.9204 | -#> |.....................| -0.7408 | -1.114 | -0.4988 | -0.8798 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04320 |...........|...........|</span> -#> | U| 479.17107 | 91.44 | -5.624 | -0.9160 | -2.181 | -#> |.....................| -4.711 | 0.3766 | 1.121 | 0.05714 | -#> |.....................| 0.8305 | 0.6855 | 1.619 | 0.9480 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.17107</span> | 91.44 | 0.003609 | 0.2858 | 0.1129 | -#> |.....................| 0.008997 | 0.5930 | 1.121 | 0.05714 | -#> |.....................| 0.8305 | 0.6855 | 1.619 | 0.9480 | -#> <span style='text-decoration: underline;'>|.....................| 0.6831 | 2.214 |...........|...........|</span> -#> | F| Forward Diff. | 3.569 | 0.6522 | -0.1642 | -0.04243 | -#> |.....................| 0.2349 | -0.2958 | 1.101 | 1.106 | -#> |.....................| -0.4222 | -2.201 | 1.058 | -0.2096 | -#> <span style='text-decoration: underline;'>|.....................| 0.2358 | -0.4015 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 100</span>| 479.16873 | 1.004 | -1.425 | -0.9393 | -0.9188 | -#> |.....................| -1.099 | -1.064 | -0.1743 | -0.9206 | -#> |.....................| -0.7406 | -1.114 | -0.4991 | -0.8797 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04303 |...........|...........|</span> -#> | U| 479.16873 | 91.36 | -5.625 | -0.9158 | -2.181 | -#> |.....................| -4.711 | 0.3766 | 1.121 | 0.05713 | -#> |.....................| 0.8306 | 0.6860 | 1.619 | 0.9481 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.214 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.16873</span> | 91.36 | 0.003607 | 0.2858 | 0.1129 | -#> |.....................| 0.008996 | 0.5931 | 1.121 | 0.05713 | -#> |.....................| 0.8306 | 0.6860 | 1.619 | 0.9481 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.214 |...........|...........|</span> -#> | F| Forward Diff. | -3.833 | 0.6464 | -0.2551 | -0.03020 | -#> |.....................| 0.2388 | -0.2745 | 1.092 | 1.036 | -#> |.....................| -0.4378 | -2.238 | 1.100 | -0.2036 | -#> <span style='text-decoration: underline;'>|.....................| 0.2823 | -0.3907 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 101</span>| 479.16547 | 1.005 | -1.426 | -0.9390 | -0.9187 | -#> |.....................| -1.099 | -1.063 | -0.1745 | -0.9206 | -#> |.....................| -0.7403 | -1.113 | -0.4993 | -0.8795 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04283 |...........|...........|</span> -#> | U| 479.16547 | 91.42 | -5.626 | -0.9155 | -2.181 | -#> |.....................| -4.711 | 0.3767 | 1.121 | 0.05713 | -#> |.....................| 0.8308 | 0.6865 | 1.619 | 0.9483 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.215 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.16547</span> | 91.42 | 0.003605 | 0.2859 | 0.1129 | -#> |.....................| 0.008994 | 0.5931 | 1.121 | 0.05713 | -#> |.....................| 0.8308 | 0.6865 | 1.619 | 0.9483 | -#> <span style='text-decoration: underline;'>|.....................| 0.6830 | 2.215 |...........|...........|</span> -#> | F| Forward Diff. | 2.367 | 0.6482 | -0.1602 | -0.03907 | -#> |.....................| 0.2347 | -0.2874 | 1.147 | 1.057 | -#> |.....................| -0.4142 | -2.141 | 1.081 | -0.1748 | -#> <span style='text-decoration: underline;'>|.....................| 0.2414 | -0.4049 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 102</span>| 479.16316 | 1.004 | -1.426 | -0.9389 | -0.9187 | -#> |.....................| -1.099 | -1.063 | -0.1748 | -0.9208 | -#> |.....................| -0.7401 | -1.113 | -0.4996 | -0.8794 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04264 |...........|...........|</span> -#> | U| 479.16316 | 91.36 | -5.626 | -0.9154 | -2.181 | -#> |.....................| -4.711 | 0.3768 | 1.120 | 0.05713 | -#> |.....................| 0.8310 | 0.6872 | 1.618 | 0.9484 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.16316</span> | 91.36 | 0.003603 | 0.2859 | 0.1129 | -#> |.....................| 0.008992 | 0.5931 | 1.120 | 0.05713 | -#> |.....................| 0.8310 | 0.6872 | 1.618 | 0.9484 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | F| Forward Diff. | -3.810 | 0.6431 | -0.2376 | -0.02872 | -#> |.....................| 0.2384 | -0.2689 | 1.073 | 1.021 | -#> |.....................| -0.4195 | -2.179 | 2.025 | -0.6985 | -#> <span style='text-decoration: underline;'>|.....................| -0.1403 | -0.3873 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 103</span>| 479.15976 | 1.005 | -1.427 | -0.9385 | -0.9187 | -#> |.....................| -1.099 | -1.063 | -0.1751 | -0.9208 | -#> |.....................| -0.7399 | -1.112 | -0.5000 | -0.8792 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04242 |...........|...........|</span> -#> | U| 479.15976 | 91.41 | -5.627 | -0.9150 | -2.181 | -#> |.....................| -4.712 | 0.3768 | 1.120 | 0.05713 | -#> |.....................| 0.8311 | 0.6876 | 1.618 | 0.9486 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.15976</span> | 91.41 | 0.003601 | 0.2860 | 0.1129 | -#> |.....................| 0.008990 | 0.5931 | 1.120 | 0.05713 | -#> |.....................| 0.8311 | 0.6876 | 1.618 | 0.9486 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | F| Forward Diff. | 1.385 | 0.6444 | -0.1513 | -0.03575 | -#> |.....................| 0.2363 | -0.2788 | 1.057 | 1.037 | -#> |.....................| -0.4304 | -2.135 | 1.940 | -0.6607 | -#> <span style='text-decoration: underline;'>|.....................| -0.1552 | -0.4034 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 104</span>| 479.15697 | 1.004 | -1.427 | -0.9385 | -0.9187 | -#> |.....................| -1.099 | -1.063 | -0.1754 | -0.9212 | -#> |.....................| -0.7397 | -1.111 | -0.5007 | -0.8790 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04228 |...........|...........|</span> -#> | U| 479.15697 | 91.37 | -5.627 | -0.9150 | -2.181 | -#> |.....................| -4.712 | 0.3769 | 1.120 | 0.05712 | -#> |.....................| 0.8312 | 0.6883 | 1.617 | 0.9488 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.15697</span> | 91.37 | 0.003600 | 0.2860 | 0.1129 | -#> |.....................| 0.008990 | 0.5931 | 1.120 | 0.05712 | -#> |.....................| 0.8312 | 0.6883 | 1.617 | 0.9488 | -#> <span style='text-decoration: underline;'>|.....................| 0.6829 | 2.215 |...........|...........|</span> -#> | F| Forward Diff. | -2.828 | 0.6406 | -0.2090 | -0.02895 | -#> |.....................| 0.2376 | -0.2659 | 1.059 | 0.9695 | -#> |.....................| -0.4112 | -2.078 | 1.041 | -0.1304 | -#> <span style='text-decoration: underline;'>|.....................| 0.2608 | -0.3859 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 105</span>| 479.15524 | 1.005 | -1.427 | -0.9384 | -0.9187 | -#> |.....................| -1.099 | -1.063 | -0.1758 | -0.9215 | -#> |.....................| -0.7396 | -1.111 | -0.5010 | -0.8789 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04216 |...........|...........|</span> -#> | U| 479.15524 | 91.45 | -5.627 | -0.9149 | -2.181 | -#> |.....................| -4.712 | 0.3769 | 1.120 | 0.05711 | -#> |.....................| 0.8313 | 0.6888 | 1.617 | 0.9489 | -#> <span style='text-decoration: underline;'>|.....................| 0.6828 | 2.215 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.15524</span> | 91.45 | 0.003599 | 0.2860 | 0.1129 | -#> |.....................| 0.008989 | 0.5931 | 1.120 | 0.05711 | -#> |.....................| 0.8313 | 0.6888 | 1.617 | 0.9489 | -#> <span style='text-decoration: underline;'>|.....................| 0.6828 | 2.215 |...........|...........|</span> -#> | F| Forward Diff. | 5.191 | 0.6447 | -0.1017 | -0.04048 | -#> |.....................| 0.2348 | -0.2858 | 1.095 | 1.009 | -#> |.....................| -0.3975 | -1.983 | 1.956 | -0.5702 | -#> <span style='text-decoration: underline;'>|.....................| -0.1591 | -0.3996 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 106</span>| 479.15192 | 1.004 | -1.428 | -0.9381 | -0.9186 | -#> |.....................| -1.100 | -1.063 | -0.1760 | -0.9214 | -#> |.....................| -0.7393 | -1.110 | -0.5013 | -0.8787 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04194 |...........|...........|</span> -#> | U| 479.15192 | 91.38 | -5.628 | -0.9146 | -2.181 | -#> |.....................| -4.712 | 0.3770 | 1.120 | 0.05711 | -#> |.....................| 0.8315 | 0.6892 | 1.616 | 0.9490 | -#> <span style='text-decoration: underline;'>|.....................| 0.6828 | 2.216 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.15192</span> | 91.38 | 0.003597 | 0.2861 | 0.1129 | -#> |.....................| 0.008987 | 0.5932 | 1.120 | 0.05711 | -#> |.....................| 0.8315 | 0.6892 | 1.616 | 0.9490 | -#> <span style='text-decoration: underline;'>|.....................| 0.6828 | 2.216 |...........|...........|</span> -#> | F| Forward Diff. | -1.012 | 0.6390 | -0.1711 | -0.03027 | -#> |.....................| 0.2366 | -0.2653 | 1.098 | 0.9640 | -#> |.....................| -0.4101 | -2.024 | 0.9749 | -0.1142 | -#> <span style='text-decoration: underline;'>|.....................| 0.2645 | -0.3871 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 107</span>| 479.14897 | 1.005 | -1.428 | -0.9380 | -0.9186 | -#> |.....................| -1.100 | -1.063 | -0.1764 | -0.9218 | -#> |.....................| -0.7392 | -1.110 | -0.5017 | -0.8787 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04178 |...........|...........|</span> -#> | U| 479.14897 | 91.42 | -5.628 | -0.9146 | -2.181 | -#> |.....................| -4.712 | 0.3771 | 1.120 | 0.05710 | -#> |.....................| 0.8317 | 0.6900 | 1.616 | 0.9491 | -#> <span style='text-decoration: underline;'>|.....................| 0.6827 | 2.216 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.14897</span> | 91.42 | 0.003596 | 0.2861 | 0.1129 | -#> |.....................| 0.008986 | 0.5932 | 1.120 | 0.05710 | -#> |.....................| 0.8317 | 0.6900 | 1.616 | 0.9491 | -#> <span style='text-decoration: underline;'>|.....................| 0.6827 | 2.216 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 108</span>| 479.14773 | 1.005 | -1.428 | -0.9379 | -0.9186 | -#> |.....................| -1.100 | -1.062 | -0.1770 | -0.9223 | -#> |.....................| -0.7390 | -1.109 | -0.5022 | -0.8786 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04159 |...........|...........|</span> -#> | U| 479.14773 | 91.47 | -5.628 | -0.9145 | -2.181 | -#> |.....................| -4.712 | 0.3771 | 1.120 | 0.05708 | -#> |.....................| 0.8318 | 0.6909 | 1.615 | 0.9491 | -#> <span style='text-decoration: underline;'>|.....................| 0.6826 | 2.216 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.14773</span> | 91.47 | 0.003595 | 0.2861 | 0.1129 | -#> |.....................| 0.008985 | 0.5932 | 1.120 | 0.05708 | -#> |.....................| 0.8318 | 0.6909 | 1.615 | 0.9491 | -#> <span style='text-decoration: underline;'>|.....................| 0.6826 | 2.216 |...........|...........|</span> -#> | F| Forward Diff. | 7.333 | 0.6414 | -0.06030 | -0.04156 | -#> |.....................| 0.2338 | -0.2836 | 1.014 | 1.002 | -#> |.....................| -0.3897 | -1.922 | 0.8816 | -0.1288 | -#> <span style='text-decoration: underline;'>|.....................| 0.1940 | -0.4011 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 109</span>| 479.14119 | 1.004 | -1.430 | -0.9374 | -0.9185 | -#> |.....................| -1.100 | -1.062 | -0.1775 | -0.9218 | -#> |.....................| -0.7383 | -1.108 | -0.5019 | -0.8783 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04112 |...........|...........|</span> -#> | U| 479.14119 | 91.39 | -5.630 | -0.9140 | -2.181 | -#> |.....................| -4.713 | 0.3774 | 1.119 | 0.05710 | -#> |.....................| 0.8323 | 0.6917 | 1.616 | 0.9495 | -#> <span style='text-decoration: underline;'>|.....................| 0.6826 | 2.217 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.14119</span> | 91.39 | 0.003588 | 0.2862 | 0.1129 | -#> |.....................| 0.008979 | 0.5933 | 1.119 | 0.05710 | -#> |.....................| 0.8323 | 0.6917 | 1.616 | 0.9495 | -#> <span style='text-decoration: underline;'>|.....................| 0.6826 | 2.217 |...........|...........|</span> -#> | F| Forward Diff. | -0.4299 | 0.6321 | -0.1435 | -0.02760 | -#> |.....................| 0.2360 | -0.2479 | 1.019 | 0.9518 | -#> |.....................| -0.3967 | -1.860 | 1.900 | -0.5922 | -#> <span style='text-decoration: underline;'>|.....................| -0.1599 | -0.3806 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 110</span>| 479.13501 | 1.005 | -1.431 | -0.9373 | -0.9185 | -#> |.....................| -1.101 | -1.062 | -0.1783 | -0.9226 | -#> |.....................| -0.7379 | -1.106 | -0.5035 | -0.8778 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04080 |...........|...........|</span> -#> | U| 479.13501 | 91.42 | -5.631 | -0.9139 | -2.181 | -#> |.....................| -4.713 | 0.3775 | 1.119 | 0.05707 | -#> |.....................| 0.8326 | 0.6932 | 1.614 | 0.9500 | -#> <span style='text-decoration: underline;'>|.....................| 0.6827 | 2.217 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.13501</span> | 91.42 | 0.003586 | 0.2862 | 0.1129 | -#> |.....................| 0.008977 | 0.5933 | 1.119 | 0.05707 | -#> |.....................| 0.8326 | 0.6932 | 1.614 | 0.9500 | -#> <span style='text-decoration: underline;'>|.....................| 0.6827 | 2.217 |...........|...........|</span> -#> | F| Forward Diff. | 2.960 | 0.6324 | -0.1010 | -0.03176 | -#> |.....................| 0.2344 | -0.2516 | 0.9454 | 0.8792 | -#> |.....................| -0.3822 | -1.742 | 0.9146 | -0.04263 | -#> <span style='text-decoration: underline;'>|.....................| 0.2425 | -0.3771 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 111</span>| 479.13244 | 1.004 | -1.432 | -0.9368 | -0.9184 | -#> |.....................| -1.101 | -1.061 | -0.1790 | -0.9224 | -#> |.....................| -0.7372 | -1.105 | -0.5036 | -0.8775 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.04025 |...........|...........|</span> -#> | U| 479.13244 | 91.33 | -5.632 | -0.9135 | -2.181 | -#> |.....................| -4.714 | 0.3778 | 1.119 | 0.05708 | -#> |.....................| 0.8331 | 0.6941 | 1.614 | 0.9502 | -#> <span style='text-decoration: underline;'>|.....................| 0.6825 | 2.218 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.13244</span> | 91.33 | 0.003580 | 0.2863 | 0.1130 | -#> |.....................| 0.008971 | 0.5933 | 1.119 | 0.05708 | -#> |.....................| 0.8331 | 0.6941 | 1.614 | 0.9502 | -#> <span style='text-decoration: underline;'>|.....................| 0.6825 | 2.218 |...........|...........|</span> -#> | F| Forward Diff. | -5.808 | 0.6219 | -0.1958 | -0.01683 | -#> |.....................| 0.2369 | -0.2179 | 0.9347 | 0.8364 | -#> |.....................| -0.3987 | -1.797 | 0.8150 | -0.05765 | -#> <span style='text-decoration: underline;'>|.....................| 0.2618 | -0.3704 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 112</span>| 479.12666 | 1.004 | -1.434 | -0.9365 | -0.9183 | -#> |.....................| -1.102 | -1.060 | -0.1796 | -0.9220 | -#> |.....................| -0.7365 | -1.104 | -0.5033 | -0.8772 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.03975 |...........|...........|</span> -#> | U| 479.12666 | 91.40 | -5.634 | -0.9132 | -2.181 | -#> |.....................| -4.714 | 0.3782 | 1.118 | 0.05709 | -#> |.....................| 0.8336 | 0.6951 | 1.614 | 0.9505 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.218 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.12666</span> | 91.40 | 0.003574 | 0.2863 | 0.1130 | -#> |.....................| 0.008965 | 0.5934 | 1.118 | 0.05709 | -#> |.....................| 0.8336 | 0.6951 | 1.614 | 0.9505 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.218 |...........|...........|</span> -#> | F| Forward Diff. | 0.9955 | 0.6218 | -0.09617 | -0.02448 | -#> |.....................| 0.2342 | -0.2176 | 0.9924 | 0.8560 | -#> |.....................| -0.3772 | -1.645 | 1.883 | -0.4422 | -#> <span style='text-decoration: underline;'>|.....................| -0.1320 | -0.3750 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 113</span>| 479.12255 | 1.004 | -1.436 | -0.9361 | -0.9182 | -#> |.....................| -1.103 | -1.060 | -0.1805 | -0.9221 | -#> |.....................| -0.7358 | -1.103 | -0.5043 | -0.8768 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.03920 |...........|...........|</span> -#> | U| 479.12255 | 91.34 | -5.636 | -0.9129 | -2.181 | -#> |.....................| -4.715 | 0.3784 | 1.118 | 0.05709 | -#> |.....................| 0.8341 | 0.6962 | 1.613 | 0.9509 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.219 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.12255</span> | 91.34 | 0.003569 | 0.2864 | 0.1130 | -#> |.....................| 0.008960 | 0.5935 | 1.118 | 0.05709 | -#> |.....................| 0.8341 | 0.6962 | 1.613 | 0.9509 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.219 |...........|...........|</span> -#> | F| Forward Diff. | -4.522 | 0.6133 | -0.1571 | -0.01492 | -#> |.....................| 0.2353 | -0.1923 | 0.9045 | 0.7846 | -#> |.....................| -0.3572 | -1.629 | 0.8508 | 0.03564 | -#> <span style='text-decoration: underline;'>|.....................| 0.2811 | -0.3561 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 114</span>| 479.11855 | 1.005 | -1.437 | -0.9356 | -0.9182 | -#> |.....................| -1.103 | -1.059 | -0.1812 | -0.9217 | -#> |.....................| -0.7351 | -1.102 | -0.5043 | -0.8766 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03859 |...........|...........|</span> -#> | U| 479.11855 | 91.41 | -5.637 | -0.9124 | -2.181 | -#> |.....................| -4.716 | 0.3787 | 1.118 | 0.05710 | -#> |.....................| 0.8346 | 0.6968 | 1.613 | 0.9510 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.220 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.11855</span> | 91.41 | 0.003562 | 0.2865 | 0.1130 | -#> |.....................| 0.008953 | 0.5936 | 1.118 | 0.05710 | -#> |.....................| 0.8346 | 0.6968 | 1.613 | 0.9510 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.220 |...........|...........|</span> -#> | F| Forward Diff. | 2.813 | 0.6131 | -0.03713 | -0.02450 | -#> |.....................| 0.2319 | -0.1976 | 0.8863 | 0.8390 | -#> |.....................| -0.3589 | -1.516 | 0.8806 | -0.4426 | -#> <span style='text-decoration: underline;'>|.....................| -0.1647 | -0.3784 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 115</span>| 479.11487 | 1.004 | -1.439 | -0.9352 | -0.9181 | -#> |.....................| -1.104 | -1.058 | -0.1819 | -0.9213 | -#> |.....................| -0.7344 | -1.101 | -0.5040 | -0.8763 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03810 |...........|...........|</span> -#> | U| 479.11487 | 91.37 | -5.639 | -0.9121 | -2.180 | -#> |.....................| -4.716 | 0.3790 | 1.117 | 0.05711 | -#> |.....................| 0.8352 | 0.6977 | 1.613 | 0.9514 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.220 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.11487</span> | 91.37 | 0.003555 | 0.2866 | 0.1130 | -#> |.....................| 0.008947 | 0.5936 | 1.117 | 0.05711 | -#> |.....................| 0.8352 | 0.6977 | 1.613 | 0.9514 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.220 |...........|...........|</span> -#> | F| Forward Diff. | -1.684 | 0.6054 | -0.08346 | -0.01559 | -#> |.....................| 0.2328 | -0.1708 | 0.9518 | 0.8099 | -#> |.....................| -0.3621 | -1.485 | 0.9267 | -0.3776 | -#> <span style='text-decoration: underline;'>|.....................| -0.1041 | -0.3537 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 116</span>| 479.11139 | 1.005 | -1.441 | -0.9347 | -0.9181 | -#> |.....................| -1.105 | -1.058 | -0.1829 | -0.9211 | -#> |.....................| -0.7337 | -1.100 | -0.5039 | -0.8760 | -#> <span style='text-decoration: underline;'>|.....................| -1.083 | -0.03771 |...........|...........|</span> -#> | U| 479.11139 | 91.41 | -5.641 | -0.9117 | -2.180 | -#> |.....................| -4.717 | 0.3792 | 1.117 | 0.05712 | -#> |.....................| 0.8357 | 0.6988 | 1.613 | 0.9517 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.221 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.11139</span> | 91.41 | 0.003549 | 0.2867 | 0.1130 | -#> |.....................| 0.008941 | 0.5937 | 1.117 | 0.05712 | -#> |.....................| 0.8357 | 0.6988 | 1.613 | 0.9517 | -#> <span style='text-decoration: underline;'>|.....................| 0.6824 | 2.221 |...........|...........|</span> -#> | F| Forward Diff. | 3.241 | 0.6036 | 0.0009951 | -0.02154 | -#> |.....................| 0.2300 | -0.1727 | 0.8524 | 0.8311 | -#> |.....................| -0.3642 | -1.386 | 1.866 | -0.3472 | -#> <span style='text-decoration: underline;'>|.....................| -0.1024 | -0.3634 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 117</span>| 479.10851 | 1.004 | -1.443 | -0.9342 | -0.9180 | -#> |.....................| -1.105 | -1.058 | -0.1837 | -0.9207 | -#> |.....................| -0.7329 | -1.100 | -0.5043 | -0.8759 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03710 |...........|...........|</span> -#> | U| 479.10851 | 91.37 | -5.643 | -0.9112 | -2.180 | -#> |.....................| -4.718 | 0.3794 | 1.117 | 0.05713 | -#> |.....................| 0.8363 | 0.6988 | 1.613 | 0.9517 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.222 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.10851</span> | 91.37 | 0.003542 | 0.2868 | 0.1130 | -#> |.....................| 0.008933 | 0.5937 | 1.117 | 0.05713 | -#> |.....................| 0.8363 | 0.6988 | 1.613 | 0.9517 | -#> <span style='text-decoration: underline;'>|.....................| 0.6823 | 2.222 |...........|...........|</span> -#> | F| Forward Diff. | -1.500 | 0.5956 | -0.03344 | -0.01385 | -#> |.....................| 0.2306 | -0.1498 | 0.8910 | 0.8240 | -#> |.....................| -0.3570 | -1.405 | 0.8461 | -0.3572 | -#> <span style='text-decoration: underline;'>|.....................| -0.08808 | -0.3487 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 118</span>| 479.10606 | 1.005 | -1.445 | -0.9338 | -0.9180 | -#> |.....................| -1.106 | -1.057 | -0.1846 | -0.9207 | -#> |.....................| -0.7320 | -1.099 | -0.5047 | -0.8757 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03650 |...........|...........|</span> -#> | U| 479.10606 | 91.43 | -5.645 | -0.9108 | -2.180 | -#> |.....................| -4.719 | 0.3796 | 1.116 | 0.05713 | -#> |.....................| 0.8369 | 0.6994 | 1.612 | 0.9519 | -#> <span style='text-decoration: underline;'>|.....................| 0.6822 | 2.222 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.10606</span> | 91.43 | 0.003535 | 0.2868 | 0.1130 | -#> |.....................| 0.008927 | 0.5938 | 1.116 | 0.05713 | -#> |.....................| 0.8369 | 0.6994 | 1.612 | 0.9519 | -#> <span style='text-decoration: underline;'>|.....................| 0.6822 | 2.222 |...........|...........|</span> -#> | F| Forward Diff. | 5.260 | 0.5953 | 0.07226 | -0.02302 | -#> |.....................| 0.2275 | -0.1573 | 0.8150 | 0.8159 | -#> |.....................| -0.3410 | -1.340 | 0.8208 | 0.1422 | -#> <span style='text-decoration: underline;'>|.....................| 0.2750 | -0.3500 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 119</span>| 479.10199 | 1.004 | -1.447 | -0.9337 | -0.9181 | -#> |.....................| -1.107 | -1.057 | -0.1854 | -0.9204 | -#> |.....................| -0.7311 | -1.099 | -0.5045 | -0.8757 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03604 |...........|...........|</span> -#> | U| 479.10199 | 91.37 | -5.647 | -0.9107 | -2.180 | -#> |.....................| -4.720 | 0.3799 | 1.116 | 0.05714 | -#> |.....................| 0.8375 | 0.6999 | 1.613 | 0.9520 | -#> <span style='text-decoration: underline;'>|.....................| 0.6821 | 2.223 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.10199</span> | 91.37 | 0.003528 | 0.2869 | 0.1130 | -#> |.....................| 0.008919 | 0.5938 | 1.116 | 0.05714 | -#> |.....................| 0.8375 | 0.6999 | 1.613 | 0.9520 | -#> <span style='text-decoration: underline;'>|.....................| 0.6821 | 2.223 |...........|...........|</span> -#> | F| Forward Diff. | -0.7698 | 0.5858 | -0.004343 | -0.01418 | -#> |.....................| 0.2278 | -0.1298 | 0.8244 | 0.7686 | -#> |.....................| -0.3575 | -1.372 | 0.8320 | -0.3359 | -#> <span style='text-decoration: underline;'>|.....................| 0.2977 | -0.3384 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 120</span>| 479.09844 | 1.005 | -1.448 | -0.9337 | -0.9180 | -#> |.....................| -1.108 | -1.056 | -0.1863 | -0.9208 | -#> |.....................| -0.7304 | -1.097 | -0.5051 | -0.8752 | -#> <span style='text-decoration: underline;'>|.....................| -1.084 | -0.03534 |...........|...........|</span> -#> | U| 479.09844 | 91.43 | -5.648 | -0.9108 | -2.180 | -#> |.....................| -4.720 | 0.3801 | 1.116 | 0.05713 | -#> |.....................| 0.8381 | 0.7011 | 1.612 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6817 | 2.224 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.09844</span> | 91.43 | 0.003523 | 0.2868 | 0.1130 | -#> |.....................| 0.008914 | 0.5939 | 1.116 | 0.05713 | -#> |.....................| 0.8381 | 0.7011 | 1.612 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6817 | 2.224 |...........|...........|</span> -#> | F| Forward Diff. | 4.894 | 0.5851 | 0.05981 | -0.02077 | -#> |.....................| 0.2261 | -0.1389 | 0.7622 | 0.7617 | -#> |.....................| -0.3411 | -1.236 | 0.7863 | 0.1583 | -#> <span style='text-decoration: underline;'>|.....................| 0.2091 | -0.3951 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 121</span>| 479.09485 | 1.004 | -1.450 | -0.9338 | -0.9180 | -#> |.....................| -1.108 | -1.056 | -0.1867 | -0.9202 | -#> |.....................| -0.7295 | -1.097 | -0.5051 | -0.8750 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -0.03445 |...........|...........|</span> -#> | U| 479.09485 | 91.37 | -5.650 | -0.9108 | -2.180 | -#> |.....................| -4.721 | 0.3803 | 1.116 | 0.05714 | -#> |.....................| 0.8388 | 0.7016 | 1.612 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6813 | 2.225 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.09485</span> | 91.37 | 0.003517 | 0.2868 | 0.1130 | -#> |.....................| 0.008907 | 0.5939 | 1.116 | 0.05714 | -#> |.....................| 0.8388 | 0.7016 | 1.612 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6813 | 2.225 |...........|...........|</span> -#> | F| Forward Diff. | -1.077 | 0.5762 | -0.02502 | -0.01122 | -#> |.....................| 0.2275 | -0.1137 | 0.7953 | 0.7347 | -#> |.....................| -0.3473 | -1.249 | 0.8683 | 0.1895 | -#> <span style='text-decoration: underline;'>|.....................| 0.2333 | -0.3625 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 122</span>| 479.09211 | 1.005 | -1.452 | -0.9337 | -0.9180 | -#> |.....................| -1.109 | -1.055 | -0.1878 | -0.9202 | -#> |.....................| -0.7286 | -1.096 | -0.5055 | -0.8752 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -0.03372 |...........|...........|</span> -#> | U| 479.09211 | 91.41 | -5.652 | -0.9107 | -2.180 | -#> |.....................| -4.722 | 0.3805 | 1.115 | 0.05714 | -#> |.....................| 0.8394 | 0.7021 | 1.612 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6810 | 2.226 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.09211</span> | 91.41 | 0.003510 | 0.2868 | 0.1130 | -#> |.....................| 0.008900 | 0.5940 | 1.115 | 0.05714 | -#> |.....................| 0.8394 | 0.7021 | 1.612 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6810 | 2.226 |...........|...........|</span> -#> | F| Forward Diff. | 3.651 | 0.5754 | 0.04071 | -0.01634 | -#> |.....................| 0.2261 | -0.1150 | 0.8084 | 0.7089 | -#> |.....................| -0.3268 | -1.156 | 0.8610 | 0.1793 | -#> <span style='text-decoration: underline;'>|.....................| 0.2137 | -0.3471 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 123</span>| 479.08947 | 1.004 | -1.454 | -0.9335 | -0.9181 | -#> |.....................| -1.110 | -1.055 | -0.1890 | -0.9199 | -#> |.....................| -0.7277 | -1.096 | -0.5056 | -0.8754 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -0.03307 |...........|...........|</span> -#> | U| 479.08947 | 91.37 | -5.654 | -0.9105 | -2.180 | -#> |.....................| -4.722 | 0.3808 | 1.115 | 0.05715 | -#> |.....................| 0.8401 | 0.7021 | 1.611 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6809 | 2.226 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.08947</span> | 91.37 | 0.003504 | 0.2869 | 0.1130 | -#> |.....................| 0.008893 | 0.5941 | 1.115 | 0.05715 | -#> |.....................| 0.8401 | 0.7021 | 1.611 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6809 | 2.226 |...........|...........|</span> -#> | F| Forward Diff. | -0.8529 | 0.5679 | -0.006947 | -0.009666 | -#> |.....................| 0.2263 | -0.09399 | 0.7582 | 0.6848 | -#> |.....................| -0.3382 | -1.232 | 0.7736 | -0.3452 | -#> <span style='text-decoration: underline;'>|.....................| -0.1950 | -0.3796 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 124</span>| 479.08673 | 1.005 | -1.456 | -0.9331 | -0.9181 | -#> |.....................| -1.111 | -1.054 | -0.1901 | -0.9198 | -#> |.....................| -0.7269 | -1.095 | -0.5060 | -0.8751 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -0.03242 |...........|...........|</span> -#> | U| 479.08673 | 91.42 | -5.656 | -0.9102 | -2.180 | -#> |.....................| -4.723 | 0.3808 | 1.114 | 0.05716 | -#> |.....................| 0.8406 | 0.7030 | 1.611 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6810 | 2.227 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.08673</span> | 91.42 | 0.003498 | 0.2870 | 0.1130 | -#> |.....................| 0.008887 | 0.5941 | 1.114 | 0.05716 | -#> |.....................| 0.8406 | 0.7030 | 1.611 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6810 | 2.227 |...........|...........|</span> -#> | F| Forward Diff. | 4.055 | 0.5667 | 0.07240 | -0.01542 | -#> |.....................| 0.2241 | -0.1033 | 0.7160 | 0.6904 | -#> |.....................| -0.3260 | -1.123 | 0.7675 | 0.1856 | -#> <span style='text-decoration: underline;'>|.....................| 0.1986 | -0.4973 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 125</span>| 479.08385 | 1.004 | -1.457 | -0.9328 | -0.9181 | -#> |.....................| -1.112 | -1.054 | -0.1908 | -0.9191 | -#> |.....................| -0.7261 | -1.095 | -0.5059 | -0.8749 | -#> <span style='text-decoration: underline;'>|.....................| -1.085 | -0.03140 |...........|...........|</span> -#> | U| 479.08385 | 91.37 | -5.657 | -0.9100 | -2.180 | -#> |.....................| -4.724 | 0.3808 | 1.114 | 0.05718 | -#> |.....................| 0.8412 | 0.7034 | 1.611 | 0.9527 | -#> <span style='text-decoration: underline;'>|.....................| 0.6808 | 2.228 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.08385</span> | 91.37 | 0.003491 | 0.2870 | 0.1130 | -#> |.....................| 0.008879 | 0.5941 | 1.114 | 0.05718 | -#> |.....................| 0.8412 | 0.7034 | 1.611 | 0.9527 | -#> <span style='text-decoration: underline;'>|.....................| 0.6808 | 2.228 |...........|...........|</span> -#> | F| Forward Diff. | -0.7735 | 0.5583 | 0.01997 | -0.008335 | -#> |.....................| 0.2243 | -0.08958 | 0.6952 | 0.6337 | -#> |.....................| -0.3199 | -1.102 | 0.8222 | 0.2014 | -#> <span style='text-decoration: underline;'>|.....................| 0.2310 | -0.4538 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 126</span>| 479.08143 | 1.005 | -1.459 | -0.9328 | -0.9181 | -#> |.....................| -1.112 | -1.054 | -0.1918 | -0.9191 | -#> |.....................| -0.7254 | -1.094 | -0.5066 | -0.8749 | -#> <span style='text-decoration: underline;'>|.....................| -1.086 | -0.03018 |...........|...........|</span> -#> | U| 479.08143 | 91.42 | -5.659 | -0.9100 | -2.180 | -#> |.....................| -4.725 | 0.3810 | 1.113 | 0.05718 | -#> |.....................| 0.8417 | 0.7042 | 1.610 | 0.9527 | -#> <span style='text-decoration: underline;'>|.....................| 0.6804 | 2.230 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.08143</span> | 91.42 | 0.003486 | 0.2870 | 0.1130 | -#> |.....................| 0.008874 | 0.5941 | 1.113 | 0.05718 | -#> |.....................| 0.8417 | 0.7042 | 1.610 | 0.9527 | -#> <span style='text-decoration: underline;'>|.....................| 0.6804 | 2.230 |...........|...........|</span> -#> | F| Forward Diff. | 4.589 | 0.5568 | 0.08446 | -0.01637 | -#> |.....................| 0.2217 | -0.09943 | 0.6530 | 0.6713 | -#> |.....................| -0.3160 | -1.044 | 0.6971 | -0.3035 | -#> <span style='text-decoration: underline;'>|.....................| -0.2323 | -0.3746 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 127</span>| 479.07858 | 1.004 | -1.461 | -0.9326 | -0.9181 | -#> |.....................| -1.113 | -1.054 | -0.1923 | -0.9184 | -#> |.....................| -0.7246 | -1.093 | -0.5066 | -0.8747 | -#> <span style='text-decoration: underline;'>|.....................| -1.086 | -0.02916 |...........|...........|</span> -#> | U| 479.07858 | 91.36 | -5.661 | -0.9098 | -2.181 | -#> |.....................| -4.725 | 0.3811 | 1.113 | 0.05720 | -#> |.....................| 0.8423 | 0.7045 | 1.610 | 0.9529 | -#> <span style='text-decoration: underline;'>|.....................| 0.6802 | 2.231 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.07858</span> | 91.36 | 0.003479 | 0.2870 | 0.1130 | -#> |.....................| 0.008866 | 0.5941 | 1.113 | 0.05720 | -#> |.....................| 0.8423 | 0.7045 | 1.610 | 0.9529 | -#> <span style='text-decoration: underline;'>|.....................| 0.6802 | 2.231 |...........|...........|</span> -#> | F| Forward Diff. | -1.147 | 0.5485 | 0.01974 | -0.006990 | -#> |.....................| 0.2231 | -0.08394 | 0.6583 | 0.6424 | -#> |.....................| -0.3232 | -1.114 | 0.8219 | 0.1886 | -#> <span style='text-decoration: underline;'>|.....................| 0.1911 | -0.3375 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 128</span>| 479.07618 | 1.004 | -1.463 | -0.9323 | -0.9182 | -#> |.....................| -1.114 | -1.054 | -0.1929 | -0.9181 | -#> |.....................| -0.7237 | -1.093 | -0.5068 | -0.8746 | -#> <span style='text-decoration: underline;'>|.....................| -1.086 | -0.02850 |...........|...........|</span> -#> | U| 479.07618 | 91.40 | -5.663 | -0.9095 | -2.181 | -#> |.....................| -4.726 | 0.3811 | 1.113 | 0.05721 | -#> |.....................| 0.8430 | 0.7050 | 1.610 | 0.9530 | -#> <span style='text-decoration: underline;'>|.....................| 0.6800 | 2.232 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.07618</span> | 91.40 | 0.003472 | 0.2871 | 0.1130 | -#> |.....................| 0.008858 | 0.5941 | 1.113 | 0.05721 | -#> |.....................| 0.8430 | 0.7050 | 1.610 | 0.9530 | -#> <span style='text-decoration: underline;'>|.....................| 0.6800 | 2.232 |...........|...........|</span> -#> | F| Forward Diff. | 2.586 | 0.5458 | 0.07904 | -0.01251 | -#> |.....................| 0.2203 | -0.08960 | 0.6458 | 0.6586 | -#> |.....................| -0.3031 | -0.9906 | 0.7687 | 0.2646 | -#> <span style='text-decoration: underline;'>|.....................| 0.1721 | -0.3284 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 129</span>| 479.07405 | 1.004 | -1.465 | -0.9322 | -0.9183 | -#> |.....................| -1.115 | -1.053 | -0.1937 | -0.9179 | -#> |.....................| -0.7228 | -1.093 | -0.5070 | -0.8747 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02798 |...........|...........|</span> -#> | U| 479.07405 | 91.36 | -5.665 | -0.9094 | -2.181 | -#> |.....................| -4.727 | 0.3813 | 1.113 | 0.05721 | -#> |.....................| 0.8437 | 0.7050 | 1.610 | 0.9529 | -#> <span style='text-decoration: underline;'>|.....................| 0.6797 | 2.233 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.07405</span> | 91.36 | 0.003465 | 0.2871 | 0.1130 | -#> |.....................| 0.008850 | 0.5942 | 1.113 | 0.05721 | -#> |.....................| 0.8437 | 0.7050 | 1.610 | 0.9529 | -#> <span style='text-decoration: underline;'>|.....................| 0.6797 | 2.233 |...........|...........|</span> -#> | F| Forward Diff. | -1.296 | 0.5389 | 0.03360 | -0.006173 | -#> |.....................| 0.2208 | -0.07255 | 0.6853 | 0.5995 | -#> |.....................| -0.2906 | -1.015 | 0.7685 | 0.2327 | -#> <span style='text-decoration: underline;'>|.....................| 0.1765 | -0.3245 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 130</span>| 479.07209 | 1.004 | -1.467 | -0.9321 | -0.9183 | -#> |.....................| -1.116 | -1.053 | -0.1949 | -0.9178 | -#> |.....................| -0.7220 | -1.093 | -0.5073 | -0.8750 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02746 |...........|...........|</span> -#> | U| 479.07209 | 91.39 | -5.667 | -0.9093 | -2.181 | -#> |.....................| -4.728 | 0.3814 | 1.112 | 0.05721 | -#> |.....................| 0.8442 | 0.7050 | 1.609 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6796 | 2.233 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.07209</span> | 91.39 | 0.003458 | 0.2871 | 0.1130 | -#> |.....................| 0.008841 | 0.5942 | 1.112 | 0.05721 | -#> |.....................| 0.8442 | 0.7050 | 1.609 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6796 | 2.233 |...........|...........|</span> -#> | F| Forward Diff. | 2.160 | 0.5372 | 0.08826 | -0.01153 | -#> |.....................| 0.2184 | -0.07756 | 0.6386 | 0.6404 | -#> |.....................| -0.2977 | -0.9812 | 0.7463 | 0.2047 | -#> <span style='text-decoration: underline;'>|.....................| 0.1647 | -0.3238 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 131</span>| 479.07029 | 1.004 | -1.469 | -0.9320 | -0.9184 | -#> |.....................| -1.117 | -1.053 | -0.1960 | -0.9175 | -#> |.....................| -0.7213 | -1.093 | -0.5075 | -0.8752 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02689 |...........|...........|</span> -#> | U| 479.07029 | 91.35 | -5.669 | -0.9092 | -2.181 | -#> |.....................| -4.729 | 0.3815 | 1.112 | 0.05722 | -#> |.....................| 0.8447 | 0.7049 | 1.609 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6795 | 2.234 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.07029</span> | 91.35 | 0.003451 | 0.2872 | 0.1130 | -#> |.....................| 0.008833 | 0.5942 | 1.112 | 0.05722 | -#> |.....................| 0.8447 | 0.7049 | 1.609 | 0.9524 | -#> <span style='text-decoration: underline;'>|.....................| 0.6795 | 2.234 |...........|...........|</span> -#> | F| Forward Diff. | -1.487 | 0.5301 | 0.04502 | -0.006786 | -#> |.....................| 0.2180 | -0.06576 | 0.6433 | 0.5523 | -#> |.....................| -0.2822 | -1.039 | 1.637 | -0.2973 | -#> <span style='text-decoration: underline;'>|.....................| -0.2152 | -0.3175 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 132</span>| 479.06833 | 1.004 | -1.471 | -0.9316 | -0.9185 | -#> |.....................| -1.118 | -1.053 | -0.1965 | -0.9170 | -#> |.....................| -0.7207 | -1.093 | -0.5082 | -0.8751 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02616 |...........|...........|</span> -#> | U| 479.06833 | 91.38 | -5.671 | -0.9088 | -2.181 | -#> |.....................| -4.730 | 0.3814 | 1.111 | 0.05724 | -#> |.....................| 0.8452 | 0.7048 | 1.608 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6792 | 2.235 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.06833</span> | 91.38 | 0.003444 | 0.2872 | 0.1129 | -#> |.....................| 0.008825 | 0.5942 | 1.111 | 0.05724 | -#> |.....................| 0.8452 | 0.7048 | 1.608 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6792 | 2.235 |...........|...........|</span> -#> | F| Forward Diff. | 0.6466 | 0.5255 | 0.09166 | -0.01288 | -#> |.....................| 0.2142 | -0.07904 | 0.5622 | 0.5865 | -#> |.....................| -0.2779 | -1.008 | 0.7011 | 0.1998 | -#> <span style='text-decoration: underline;'>|.....................| 0.1404 | -0.3181 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 133</span>| 479.06868 | 1.003 | -1.472 | -0.9317 | -0.9185 | -#> |.....................| -1.118 | -1.053 | -0.1973 | -0.9180 | -#> |.....................| -0.7202 | -1.092 | -0.5093 | -0.8754 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02567 |...........|...........|</span> -#> | U| 479.06868 | 91.29 | -5.672 | -0.9090 | -2.181 | -#> |.....................| -4.731 | 0.3814 | 1.111 | 0.05721 | -#> |.....................| 0.8455 | 0.7062 | 1.607 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6790 | 2.235 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.06868</span> | 91.29 | 0.003441 | 0.2872 | 0.1129 | -#> |.....................| 0.008822 | 0.5942 | 1.111 | 0.05721 | -#> |.....................| 0.8455 | 0.7062 | 1.607 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6790 | 2.235 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 134</span>| 479.06735 | 1.004 | -1.472 | -0.9316 | -0.9185 | -#> |.....................| -1.118 | -1.053 | -0.1969 | -0.9175 | -#> |.....................| -0.7205 | -1.092 | -0.5087 | -0.8753 | -#> <span style='text-decoration: underline;'>|.....................| -1.087 | -0.02593 |...........|...........|</span> -#> | U| 479.06735 | 91.33 | -5.672 | -0.9089 | -2.181 | -#> |.....................| -4.730 | 0.3814 | 1.111 | 0.05722 | -#> |.....................| 0.8453 | 0.7054 | 1.608 | 0.9523 | -#> <span style='text-decoration: underline;'>|.....................| 0.6791 | 2.235 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.06735</span> | 91.33 | 0.003443 | 0.2872 | 0.1129 | -#> |.....................| 0.008823 | 0.5942 | 1.111 | 0.05722 | -#> |.....................| 0.8453 | 0.7054 | 1.608 | 0.9523 | -#> <span style='text-decoration: underline;'>|.....................| 0.6791 | 2.235 |...........|...........|</span> -#> | F| Forward Diff. | -3.476 | 0.5223 | 0.03269 | -0.003763 | -#> |.....................| 0.2173 | -0.06616 | 0.5281 | 0.5229 | -#> |.....................| -0.3041 | -1.023 | 1.607 | -0.2773 | -#> <span style='text-decoration: underline;'>|.....................| -0.2325 | -0.3192 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 135</span>| 479.06543 | 1.004 | -1.472 | -0.9319 | -0.9185 | -#> |.....................| -1.118 | -1.053 | -0.1968 | -0.9175 | -#> |.....................| -0.7201 | -1.092 | -0.5088 | -0.8751 | -#> <span style='text-decoration: underline;'>|.....................| -1.088 | -0.02567 |...........|...........|</span> -#> | U| 479.06543 | 91.36 | -5.672 | -0.9091 | -2.181 | -#> |.....................| -4.731 | 0.3815 | 1.111 | 0.05722 | -#> |.....................| 0.8456 | 0.7056 | 1.608 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6790 | 2.235 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.06543</span> | 91.36 | 0.003439 | 0.2872 | 0.1129 | -#> |.....................| 0.008820 | 0.5942 | 1.111 | 0.05722 | -#> |.....................| 0.8456 | 0.7056 | 1.608 | 0.9525 | -#> <span style='text-decoration: underline;'>|.....................| 0.6790 | 2.235 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 136</span>| 479.06390 | 1.004 | -1.474 | -0.9324 | -0.9185 | -#> |.....................| -1.119 | -1.053 | -0.1965 | -0.9174 | -#> |.....................| -0.7194 | -1.092 | -0.5089 | -0.8750 | -#> <span style='text-decoration: underline;'>|.....................| -1.088 | -0.02528 |...........|...........|</span> -#> | U| 479.0639 | 91.36 | -5.674 | -0.9095 | -2.181 | -#> |.....................| -4.732 | 0.3816 | 1.111 | 0.05723 | -#> |.....................| 0.8461 | 0.7059 | 1.607 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6786 | 2.236 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.0639</span> | 91.36 | 0.003434 | 0.2871 | 0.1129 | -#> |.....................| 0.008813 | 0.5943 | 1.111 | 0.05723 | -#> |.....................| 0.8461 | 0.7059 | 1.607 | 0.9526 | -#> <span style='text-decoration: underline;'>|.....................| 0.6786 | 2.236 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 137</span>| 479.05708 | 1.004 | -1.481 | -0.9346 | -0.9186 | -#> |.....................| -1.123 | -1.051 | -0.1952 | -0.9171 | -#> |.....................| -0.7164 | -1.090 | -0.5089 | -0.8741 | -#> <span style='text-decoration: underline;'>|.....................| -1.090 | -0.02338 |...........|...........|</span> -#> | U| 479.05708 | 91.37 | -5.681 | -0.9115 | -2.181 | -#> |.....................| -4.735 | 0.3824 | 1.112 | 0.05724 | -#> |.....................| 0.8483 | 0.7072 | 1.607 | 0.9535 | -#> <span style='text-decoration: underline;'>|.....................| 0.6769 | 2.238 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.05708</span> | 91.37 | 0.003409 | 0.2867 | 0.1129 | -#> |.....................| 0.008783 | 0.5944 | 1.112 | 0.05724 | -#> |.....................| 0.8483 | 0.7072 | 1.607 | 0.9535 | -#> <span style='text-decoration: underline;'>|.....................| 0.6769 | 2.238 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 138</span>| 479.03987 | 1.004 | -1.510 | -0.9434 | -0.9188 | -#> |.....................| -1.136 | -1.045 | -0.1899 | -0.9157 | -#> |.....................| -0.7043 | -1.085 | -0.5092 | -0.8705 | -#> <span style='text-decoration: underline;'>|.....................| -1.098 | -0.01577 |...........|...........|</span> -#> | U| 479.03987 | 91.37 | -5.710 | -0.9193 | -2.181 | -#> |.....................| -4.749 | 0.3852 | 1.114 | 0.05728 | -#> |.....................| 0.8571 | 0.7123 | 1.607 | 0.9569 | -#> <span style='text-decoration: underline;'>|.....................| 0.6702 | 2.247 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.03987</span> | 91.37 | 0.003311 | 0.2851 | 0.1129 | -#> |.....................| 0.008662 | 0.5951 | 1.114 | 0.05728 | -#> |.....................| 0.8571 | 0.7123 | 1.607 | 0.9569 | -#> <span style='text-decoration: underline;'>|.....................| 0.6702 | 2.247 |...........|...........|</span> -#> | F| Forward Diff. | -0.3651 | 0.4285 | -0.5283 | -0.001988 | -#> |.....................| 0.1991 | 0.06799 | 0.8278 | 0.7155 | -#> |.....................| -0.2362 | -0.3851 | 0.6274 | 0.1204 | -#> <span style='text-decoration: underline;'>|.....................| -0.9270 | -0.3308 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 139</span>| 479.01407 | 1.005 | -1.553 | -0.9371 | -0.9187 | -#> |.....................| -1.158 | -1.041 | -0.1978 | -0.9162 | -#> |.....................| -0.6881 | -1.086 | -0.5088 | -0.8721 | -#> <span style='text-decoration: underline;'>|.....................| -1.097 | -0.01436 |...........|...........|</span> -#> | U| 479.01407 | 91.44 | -5.753 | -0.9138 | -2.181 | -#> |.....................| -4.770 | 0.3869 | 1.111 | 0.05726 | -#> |.....................| 0.8690 | 0.7117 | 1.608 | 0.9554 | -#> <span style='text-decoration: underline;'>|.....................| 0.6704 | 2.249 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.01407</span> | 91.44 | 0.003172 | 0.2862 | 0.1129 | -#> |.....................| 0.008479 | 0.5955 | 1.111 | 0.05726 | -#> |.....................| 0.8690 | 0.7117 | 1.608 | 0.9554 | -#> <span style='text-decoration: underline;'>|.....................| 0.6704 | 2.249 |...........|...........|</span> -#> | F| Forward Diff. | 7.322 | 0.3385 | -0.09736 | -0.005783 | -#> |.....................| 0.1607 | 0.1322 | 0.5556 | 0.5176 | -#> |.....................| -0.1562 | -0.2690 | 1.549 | -0.03161 | -#> <span style='text-decoration: underline;'>|.....................| -0.8578 | -0.3240 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 140</span>| 478.99946 | 1.003 | -1.595 | -0.9294 | -0.9194 | -#> |.....................| -1.179 | -1.045 | -0.1992 | -0.9136 | -#> |.....................| -0.6715 | -1.093 | -0.5132 | -0.8724 | -#> <span style='text-decoration: underline;'>|.....................| -1.100 | -0.009543 |...........|...........|</span> -#> | U| 478.99946 | 91.31 | -5.795 | -0.9069 | -2.182 | -#> |.....................| -4.791 | 0.3851 | 1.110 | 0.05734 | -#> |.....................| 0.8811 | 0.7049 | 1.602 | 0.9551 | -#> <span style='text-decoration: underline;'>|.....................| 0.6678 | 2.255 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.99946</span> | 91.31 | 0.003042 | 0.2876 | 0.1128 | -#> |.....................| 0.008303 | 0.5951 | 1.110 | 0.05734 | -#> |.....................| 0.8811 | 0.7049 | 1.602 | 0.9551 | -#> <span style='text-decoration: underline;'>|.....................| 0.6678 | 2.255 |...........|...........|</span> -#> | F| Forward Diff. | -5.440 | 0.2525 | 0.1677 | 0.001517 | -#> |.....................| 0.1272 | 0.05864 | 0.6253 | 0.4352 | -#> |.....................| -0.1457 | -0.7321 | 1.353 | 0.0009973 | -#> <span style='text-decoration: underline;'>|.....................| -1.018 | -0.3498 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 141</span>| 479.00064 | 1.004 | -1.626 | -0.9429 | -0.9240 | -#> |.....................| -1.201 | -1.064 | -0.2165 | -0.9169 | -#> |.....................| -0.6612 | -1.100 | -0.5189 | -0.8809 | -#> <span style='text-decoration: underline;'>|.....................| -1.100 | -0.001744 |...........|...........|</span> -#> | U| 479.00064 | 91.38 | -5.826 | -0.9189 | -2.186 | -#> |.....................| -4.814 | 0.3763 | 1.103 | 0.05724 | -#> |.....................| 0.8887 | 0.6986 | 1.596 | 0.9470 | -#> <span style='text-decoration: underline;'>|.....................| 0.6683 | 2.264 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.00064</span> | 91.38 | 0.002950 | 0.2852 | 0.1123 | -#> |.....................| 0.008117 | 0.5930 | 1.103 | 0.05724 | -#> |.....................| 0.8887 | 0.6986 | 1.596 | 0.9470 | -#> <span style='text-decoration: underline;'>|.....................| 0.6683 | 2.264 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 142</span>| 478.99385 | 1.004 | -1.610 | -0.9359 | -0.9216 | -#> |.....................| -1.190 | -1.054 | -0.2077 | -0.9152 | -#> |.....................| -0.6665 | -1.096 | -0.5161 | -0.8765 | -#> <span style='text-decoration: underline;'>|.....................| -1.100 | -0.005738 |...........|...........|</span> -#> | U| 478.99385 | 91.39 | -5.810 | -0.9127 | -2.184 | -#> |.....................| -4.802 | 0.3808 | 1.107 | 0.05729 | -#> |.....................| 0.8848 | 0.7019 | 1.599 | 0.9512 | -#> <span style='text-decoration: underline;'>|.....................| 0.6681 | 2.260 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.99385</span> | 91.39 | 0.002997 | 0.2864 | 0.1126 | -#> |.....................| 0.008212 | 0.5941 | 1.107 | 0.05729 | -#> |.....................| 0.8848 | 0.7019 | 1.599 | 0.9512 | -#> <span style='text-decoration: underline;'>|.....................| 0.6681 | 2.260 |...........|...........|</span> -#> | F| Forward Diff. | 2.499 | 0.2382 | -0.03703 | -0.03958 | -#> |.....................| 0.09629 | -0.2111 | 0.3210 | 0.2393 | -#> |.....................| -0.1233 | -0.7892 | 1.126 | -0.4047 | -#> <span style='text-decoration: underline;'>|.....................| -1.051 | -0.3984 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 143</span>| 478.98455 | 1.004 | -1.625 | -0.9347 | -0.9200 | -#> |.....................| -1.200 | -1.054 | -0.2131 | -0.9088 | -#> |.....................| -0.6653 | -1.094 | -0.5167 | -0.8757 | -#> <span style='text-decoration: underline;'>|.....................| -1.099 | 0.008183 |...........|...........|</span> -#> | U| 478.98455 | 91.36 | -5.825 | -0.9116 | -2.182 | -#> |.....................| -4.813 | 0.3812 | 1.105 | 0.05748 | -#> |.....................| 0.8857 | 0.7042 | 1.598 | 0.9520 | -#> <span style='text-decoration: underline;'>|.....................| 0.6689 | 2.277 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.98455</span> | 91.36 | 0.002951 | 0.2867 | 0.1128 | -#> |.....................| 0.008125 | 0.5942 | 1.105 | 0.05748 | -#> |.....................| 0.8857 | 0.7042 | 1.598 | 0.9520 | -#> <span style='text-decoration: underline;'>|.....................| 0.6689 | 2.277 |...........|...........|</span> -#> | F| Forward Diff. | -0.2799 | 0.1926 | -0.02074 | -0.02333 | -#> |.....................| 0.08052 | -0.1468 | 0.2817 | 0.3348 | -#> |.....................| -0.1470 | -0.6425 | 1.062 | -0.3208 | -#> <span style='text-decoration: underline;'>|.....................| -0.8181 | -0.3186 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 144</span>| 478.97736 | 1.005 | -1.639 | -0.9325 | -0.9174 | -#> |.....................| -1.210 | -1.043 | -0.2100 | -0.9166 | -#> |.....................| -0.6557 | -1.093 | -0.5206 | -0.8754 | -#> <span style='text-decoration: underline;'>|.....................| -1.097 | 0.01446 |...........|...........|</span> -#> | U| 478.97736 | 91.42 | -5.839 | -0.9097 | -2.180 | -#> |.....................| -4.822 | 0.3861 | 1.106 | 0.05725 | -#> |.....................| 0.8927 | 0.7053 | 1.594 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6711 | 2.284 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97736</span> | 91.42 | 0.002912 | 0.2871 | 0.1131 | -#> |.....................| 0.008047 | 0.5953 | 1.106 | 0.05725 | -#> |.....................| 0.8927 | 0.7053 | 1.594 | 0.9522 | -#> <span style='text-decoration: underline;'>|.....................| 0.6711 | 2.284 |...........|...........|</span> -#> | F| Forward Diff. | 5.719 | 0.1644 | 0.1764 | 0.0002018 | -#> |.....................| 0.06754 | 0.1935 | -0.08189 | -0.1310 | -#> |.....................| -0.08678 | -2.826 | 0.8338 | -0.2552 | -#> <span style='text-decoration: underline;'>|.....................| -0.4561 | -0.1956 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 145</span>| 478.97194 | 1.004 | -1.652 | -0.9304 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 | -#> |.....................| -0.6443 | -1.087 | -0.5238 | -0.8740 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01749 |...........|...........|</span> -#> | U| 478.97194 | 91.40 | -5.852 | -0.9078 | -2.178 | -#> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97194</span> | 91.40 | 0.002874 | 0.2875 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | F| Forward Diff. | 2.925 | 0.1117 | 0.2312 | 0.02461 | -#> |.....................| 0.04286 | 0.3818 | 0.1548 | -0.1592 | -#> |.....................| -0.04325 | -0.1382 | 0.7430 | -0.2262 | -#> <span style='text-decoration: underline;'>|.....................| -0.01070 | -0.1316 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 146</span>| 479.08778 | 0.9990 | -1.662 | -0.9298 | -0.9158 | -#> |.....................| -1.224 | -1.050 | -0.2095 | -0.9175 | -#> |.....................| -0.6325 | -1.087 | -0.5258 | -0.8715 | -#> <span style='text-decoration: underline;'>|.....................| -1.094 | 0.02816 |...........|...........|</span> -#> | U| 479.08778 | 90.91 | -5.862 | -0.9073 | -2.178 | -#> |.....................| -4.836 | 0.3828 | 1.106 | 0.05722 | -#> |.....................| 0.9096 | 0.7103 | 1.587 | 0.9559 | -#> <span style='text-decoration: underline;'>|.....................| 0.6733 | 2.301 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.08778</span> | 90.91 | 0.002845 | 0.2876 | 0.1132 | -#> |.....................| 0.007936 | 0.5946 | 1.106 | 0.05722 | -#> |.....................| 0.9096 | 0.7103 | 1.587 | 0.9559 | -#> <span style='text-decoration: underline;'>|.....................| 0.6733 | 2.301 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 147</span>| 478.99303 | 1.002 | -1.652 | -0.9306 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2045 | -0.9253 | -#> |.....................| -0.6442 | -1.087 | -0.5244 | -0.8738 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01760 |...........|...........|</span> -#> | U| 478.99303 | 91.18 | -5.852 | -0.9080 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7107 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.99303</span> | 91.18 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7107 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 148</span>| 478.97158 | 1.004 | -1.652 | -0.9304 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 | -#> |.....................| -0.6443 | -1.087 | -0.5239 | -0.8740 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01751 |...........|...........|</span> -#> | U| 478.97158 | 91.37 | -5.852 | -0.9078 | -2.178 | -#> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97158</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | F| Forward Diff. | -0.1518 | 0.1094 | 0.1916 | 0.02921 | -#> |.....................| 0.04385 | 0.3896 | -0.2077 | -0.4379 | -#> |.....................| -0.03471 | -2.421 | 0.7262 | -0.1589 | -#> <span style='text-decoration: underline;'>|.....................| 0.01110 | -0.1305 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 149</span>| 478.97152 | 1.004 | -1.652 | -0.9304 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 | -#> |.....................| -0.6443 | -1.086 | -0.5240 | -0.8739 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01753 |...........|...........|</span> -#> | U| 478.97152 | 91.37 | -5.852 | -0.9078 | -2.178 | -#> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7109 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97152</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 | -#> |.....................| 0.9010 | 0.7109 | 1.590 | 0.9536 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | -0.2246 | 0.1050 | 0.1574 | 0.02036 | -#> |.....................| 0.04103 | 0.3470 | -0.3387 | -0.1919 | -#> |.....................| -0.1172 | -0.1870 | 0.6243 | -0.2341 | -#> <span style='text-decoration: underline;'>|.....................| -0.06769 | -0.1265 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 150</span>| 478.97142 | 1.004 | -1.652 | -0.9305 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2042 | -0.9253 | -#> |.....................| -0.6442 | -1.086 | -0.5242 | -0.8739 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01757 |...........|...........|</span> -#> | U| 478.97142 | 91.38 | -5.852 | -0.9079 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97142</span> | 91.38 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | 0.5593 | 0.1052 | 0.1640 | 0.01900 | -#> |.....................| 0.04052 | 0.3419 | -0.3227 | -0.1646 | -#> |.....................| -0.1158 | -0.1768 | 0.1839 | -0.2151 | -#> <span style='text-decoration: underline;'>|.....................| -0.04116 | -0.1006 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 151</span>| 478.97143 | 1.004 | -1.652 | -0.9306 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2041 | -0.9252 | -#> |.....................| -0.6442 | -1.086 | -0.5243 | -0.8738 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01761 |...........|...........|</span> -#> | U| 478.97143 | 91.36 | -5.852 | -0.9079 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97143</span> | 91.36 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 152</span>| 478.97137 | 1.004 | -1.652 | -0.9305 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2042 | -0.9253 | -#> |.....................| -0.6442 | -1.086 | -0.5242 | -0.8738 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01759 |...........|...........|</span> -#> | U| 478.97137 | 91.37 | -5.852 | -0.9079 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97137</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | -0.4660 | 0.1043 | 0.1497 | 0.02048 | -#> |.....................| 0.04080 | 0.3434 | -0.3050 | -0.1804 | -#> |.....................| -0.2015 | -1.954 | 0.1460 | -0.2263 | -#> <span style='text-decoration: underline;'>|.....................| -0.03239 | -0.1147 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 153</span>| 478.97135 | 1.004 | -1.652 | -0.9305 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2041 | -0.9253 | -#> |.....................| -0.6441 | -1.086 | -0.5242 | -0.8738 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01760 |...........|...........|</span> -#> | U| 478.97135 | 91.36 | -5.852 | -0.9079 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7110 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97135</span> | 91.36 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7110 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | -0.8144 | 0.1038 | 0.1446 | 0.02101 | -#> |.....................| 0.04083 | 0.3431 | -0.3133 | -0.1844 | -#> |.....................| -0.05440 | -1.096 | 0.1463 | -0.2004 | -#> <span style='text-decoration: underline;'>|.....................| 0.2780 | -0.1269 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 154</span>| 478.97125 | 1.004 | -1.652 | -0.9305 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2041 | -0.9252 | -#> |.....................| -0.6441 | -1.086 | -0.5243 | -0.8738 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01762 |...........|...........|</span> -#> | U| 478.97125 | 91.37 | -5.852 | -0.9079 | -2.178 | -#> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7111 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97125</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7111 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | 0.03985 | 0.1039 | 0.1540 | 0.01970 | -#> |.....................| 0.04056 | 0.3392 | -0.3415 | -0.1666 | -#> |.....................| -0.1386 | -0.1574 | 0.08901 | -0.2003 | -#> <span style='text-decoration: underline;'>|.....................| -0.04000 | -0.1187 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 155</span>| 478.97118 | 1.004 | -1.652 | -0.9306 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2040 | -0.9252 | -#> |.....................| -0.6440 | -1.086 | -0.5243 | -0.8737 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01765 |...........|...........|</span> -#> | U| 478.97118 | 91.37 | -5.852 | -0.9080 | -2.178 | -#> |.....................| -4.833 | 0.3878 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97118</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | C| Central Diff. | -0.05720 | 0.1036 | 0.1507 | 0.01972 | -#> |.....................| 0.04048 | 0.3375 | -0.2940 | -0.1684 | -#> |.....................| -0.1979 | -1.920 | 0.1339 | -0.2027 | -#> <span style='text-decoration: underline;'>|.....................| -0.04399 | -0.1216 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 156</span>| 478.97118 | 1.004 | -1.652 | -0.9306 | -0.9153 | -#> |.....................| -1.221 | -1.039 | -0.2040 | -0.9252 | -#> |.....................| -0.6440 | -1.086 | -0.5243 | -0.8737 | -#> <span style='text-decoration: underline;'>|.....................| -1.092 | 0.01765 |...........|...........|</span> -#> | U| 478.97118 | 91.37 | -5.852 | -0.9080 | -2.178 | -#> |.....................| -4.833 | 0.3878 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.97118</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 | -#> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 | -#> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 | -#> <span style='text-decoration: underline;'>|.....................| 0.6749 | 2.288 |...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='co'># Two-component error by variable is possible with both estimation methods</span> -<span class='co'># Variance by variable is supported by 'saem' and 'focei'</span> -<span class='va'>f_nlmixr_fomc_sfo_saem_obs_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - error_model <span class='op'>=</span> <span class='st'>"obs_tc"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> 1: 92.0624 -5.2854 0.1952 1.9494 -1.9431 2.8500 1.6150 0.7315 0.7220 0.4370 6.8425 0.4265 7.3797 0.5659 -#> 2: 92.7371 -5.3819 0.0345 2.0839 -2.0310 2.7075 1.5342 0.6949 0.8358 0.4151 7.2043 0.0003 8.1096 0.0003 -#> 3: 9.2941e+01 -5.7880e+00 1.0336e-01 2.5772e+00 -1.5152e+00 2.5721e+00 1.4575e+00 6.6018e-01 7.9403e-01 3.9439e-01 4.5749e+00 1.5986e-05 5.1354e+00 2.8796e-05 -#> 4: 92.6277 -5.8599 0.0858 2.5068 -1.3253 2.4435 1.3847 0.6272 0.7543 0.3747 3.4165 0.0001 3.9071 0.0016 -#> 5: 93.0289 -6.0258 0.0528 2.4932 -1.1961 2.3213 1.3154 0.5958 0.7166 0.3559 3.2552 0.0069 3.3744 0.0170 -#> 6: 93.2107 -6.2881 0.0143 2.4052 -1.1930 2.2053 2.2853 0.5660 0.6808 0.3381 2.8020 0.0086 3.1436 0.0256 -#> 7: 93.0563 -6.3624 -0.0104 2.3989 -1.1521 2.0950 2.4414 0.5377 0.6467 0.3212 2.6528 0.0209 2.8462 0.0289 -#> 8: 93.0567 -6.2699 -0.0303 2.3700 -1.0941 1.9903 2.5004 0.5204 0.6144 0.3052 2.3448 0.0314 2.5026 0.0349 -#> 9: 92.8366 -6.2013 -0.0507 2.3798 -1.0963 1.8907 2.6552 0.4943 0.5837 0.2899 2.2219 0.0368 2.2604 0.0448 -#> 10: 92.9069 -6.2499 -0.1116 2.3100 -1.0557 1.9625 3.9231 0.4696 0.5545 0.2754 2.0980 0.0359 2.1413 0.0325 -#> 11: 92.9942 -6.2134 -0.1037 2.3109 -1.0441 1.8643 3.7270 0.4755 0.5268 0.2616 1.9711 0.0372 1.9901 0.0355 -#> 12: 92.9262 -6.2511 -0.1133 2.2707 -1.0465 1.8430 4.3304 0.4697 0.5004 0.2486 1.8083 0.0346 1.9184 0.0356 -#> 13: 93.0761 -6.3559 -0.1106 2.2534 -1.0162 2.4826 5.2857 0.4685 0.4754 0.2361 1.7896 0.0331 1.9865 0.0342 -#> 14: 93.0929 -6.1852 -0.1058 2.2972 -1.0175 2.9964 5.0214 0.4451 0.4516 0.2243 1.8316 0.0309 1.9112 0.0348 -#> 15: 93.3343 -6.3408 -0.1025 2.2905 -0.9962 3.1132 4.9630 0.4594 0.4291 0.2131 1.8198 0.0338 1.9154 0.0372 -#> 16: 92.9959 -6.2227 -0.1016 2.2869 -1.0103 3.3338 4.7149 0.4598 0.4076 0.2025 1.8726 0.0327 1.9617 0.0361 -#> 17: 93.0394 -6.2586 -0.1027 2.2932 -0.9991 3.1671 4.8730 0.4591 0.3872 0.1923 1.8405 0.0336 2.0192 0.0242 -#> 18: 93.2374 -6.3410 -0.1110 2.2965 -0.9689 3.0087 5.4325 0.4632 0.3679 0.1827 1.9051 0.0351 1.9247 0.0277 -#> 19: 93.0557 -6.4503 -0.1011 2.2941 -0.9884 2.8583 6.2872 0.4742 0.3495 0.1736 1.8054 0.0345 1.9173 0.0260 -#> 20: 92.9280 -6.4945 -0.1018 2.2902 -0.9864 3.5934 6.8737 0.4751 0.3320 0.1649 1.7097 0.0372 1.9483 0.0225 -#> 21: 93.2023 -6.3418 -0.1033 2.2846 -0.9863 3.4138 6.5300 0.4710 0.3154 0.1567 1.7507 0.0318 1.9030 0.0249 -#> 22: 93.5494 -6.1985 -0.1078 2.2991 -1.0171 3.2431 6.2035 0.4475 0.2996 0.1488 1.7370 0.0342 1.8124 0.0282 -#> 23: 93.3588 -6.2577 -0.1084 2.2654 -0.9956 3.0809 5.8933 0.4393 0.2869 0.1481 1.6928 0.0380 1.8288 0.0254 -#> 24: 93.5705 -6.4876 -0.1083 2.2606 -1.0062 3.7095 6.7801 0.4459 0.2726 0.1684 1.7001 0.0377 1.9012 0.0249 -#> 25: 93.9726 -6.5638 -0.1239 2.2374 -1.0071 5.1357 6.6571 0.4608 0.2755 0.1600 1.6615 0.0382 1.8846 0.0213 -#> 26: 93.8894 -6.5073 -0.1120 2.2645 -1.0327 4.8789 6.3243 0.4473 0.3014 0.1520 1.7152 0.0340 1.8990 0.0254 -#> 27: 94.5348 -6.3868 -0.0891 2.3139 -1.0361 5.3856 6.0081 0.4250 0.3080 0.1453 1.7028 0.0385 1.7853 0.0304 -#> 28: 93.9221 -6.1747 -0.1039 2.3013 -1.0087 5.1163 5.7077 0.4214 0.3136 0.1634 1.6823 0.0340 1.7487 0.0353 -#> 29: 93.4946 -6.0264 -0.0940 2.3124 -1.0166 5.3744 5.4223 0.4404 0.3114 0.1813 1.6310 0.0370 1.7646 0.0367 -#> 30: 93.9287 -5.9114 -0.0967 2.3078 -1.0090 5.2017 5.1512 0.4381 0.3048 0.2091 1.5825 0.0393 1.7431 0.0312 -#> 31: 93.7065 -6.0174 -0.0928 2.2917 -0.9880 5.1935 4.8936 0.4352 0.3109 0.1986 1.5876 0.0392 1.8465 0.0280 -#> 32: 93.7675 -5.6444 -0.0918 2.3145 -0.9664 4.9338 4.6489 0.4332 0.3090 0.1918 1.6874 0.0332 1.7501 0.0331 -#> 33: 94.2589 -5.7637 -0.0865 2.3130 -0.9733 4.6871 4.4165 0.4235 0.2935 0.1865 1.7173 0.0355 1.7365 0.0334 -#> 34: 94.0788 -5.7432 -0.1022 2.3049 -0.9681 4.4528 4.1957 0.4319 0.2962 0.1772 1.6357 0.0361 1.4755 0.0574 -#> 35: 94.0798 -5.8549 -0.0929 2.2856 -0.9849 4.2301 3.9859 0.4391 0.2937 0.1734 1.6460 0.0275 1.7739 0.0379 -#> 36: 93.9997 -5.8708 -0.0890 2.2870 -1.0134 4.0186 3.7866 0.4268 0.2819 0.1840 1.5830 0.0258 1.8922 0.0320 -#> 37: 93.8186 -5.8979 -0.0973 2.2807 -1.0197 3.8177 3.5973 0.4280 0.2778 0.1799 1.5783 0.0282 1.7697 0.0404 -#> 38: 94.0728 -5.9601 -0.0936 2.3011 -1.0381 3.6268 3.4174 0.4186 0.2944 0.1864 1.5780 0.0294 1.5210 0.0558 -#> 39: 94.0504 -5.8302 -0.0995 2.2847 -1.0418 3.4455 3.2465 0.4240 0.2796 0.1771 1.6888 0.0242 1.7744 0.0366 -#> 40: 93.8918 -5.9418 -0.0988 2.2925 -1.0613 3.2732 3.0842 0.4144 0.2672 0.1837 1.7275 0.0232 1.7840 0.0357 -#> 41: 93.7961 -6.0741 -0.0896 2.2932 -1.0359 3.1095 3.2890 0.4236 0.2606 0.1782 1.7591 0.0212 1.8920 0.0273 -#> 42: 93.9458 -6.0319 -0.0909 2.3114 -1.0281 3.0544 3.1246 0.4196 0.2598 0.1839 1.6854 0.0310 1.7586 0.0308 -#> 43: 93.7623 -6.0165 -0.1056 2.2837 -1.0378 3.9092 3.2100 0.4298 0.2468 0.1747 1.7064 0.0286 1.6676 0.0397 -#> 44: 93.4300 -5.9019 -0.1114 2.2716 -1.0167 4.4100 3.0495 0.4476 0.2345 0.1687 1.7989 0.0253 1.7741 0.0299 -#> 45: 93.3475 -5.9962 -0.1231 2.2546 -1.0007 6.4879 3.3965 0.4528 0.2452 0.1602 1.7283 0.0276 1.7219 0.0379 -#> 46: 93.3100 -6.0073 -0.1255 2.2483 -0.9962 6.6009 3.5942 0.4520 0.2533 0.1568 1.6991 0.0258 1.1783 0.0706 -#> 47: 93.4422 -5.8442 -0.1286 2.2578 -0.9819 6.2709 3.4145 0.4492 0.2637 0.1694 1.6754 0.0317 1.3442 0.0599 -#> 48: 93.0996 -5.5881 -0.1307 2.2541 -0.9882 5.9573 3.2438 0.4480 0.2665 0.1695 1.7040 0.0285 1.6825 0.0426 -#> 49: 93.3649 -5.8011 -0.1260 2.2595 -0.9704 5.7230 3.0816 0.4399 0.2646 0.1715 1.6544 0.0297 1.6414 0.0418 -#> 50: 93.9331 -5.8731 -0.1195 2.2615 -0.9837 5.4368 2.9275 0.4453 0.2735 0.1940 1.6316 0.0289 1.6885 0.0392 -#> 51: 93.6092 -5.8721 -0.1237 2.2599 -1.0015 5.1650 2.7811 0.4413 0.2865 0.1939 1.6492 0.0272 1.7686 0.0358 -#> 52: 93.3008 -5.9775 -0.1277 2.2628 -0.9962 4.9067 3.1139 0.4438 0.2946 0.1963 1.5642 0.0337 1.7391 0.0335 -#> 53: 93.6347 -6.0805 -0.1189 2.2663 -1.0177 4.6614 3.5169 0.4335 0.2962 0.2043 1.5275 0.0343 1.7417 0.0366 -#> 54: 93.5781 -6.0412 -0.1166 2.2573 -1.0015 4.4283 3.3411 0.4395 0.2912 0.2080 1.5464 0.0346 1.7584 0.0359 -#> 55: 93.9675 -6.0867 -0.0952 2.2970 -0.9987 4.2069 3.6762 0.4550 0.2780 0.1988 1.5138 0.0405 1.6251 0.0472 -#> 56: 94.4069 -6.1375 -0.0943 2.2975 -1.0190 3.9966 4.2280 0.4550 0.2806 0.1945 1.5294 0.0425 1.6443 0.0468 -#> 57: 93.8076 -6.1618 -0.0936 2.2687 -1.0237 3.7967 4.3085 0.4524 0.2666 0.1897 1.5227 0.0414 1.6955 0.0438 -#> 58: 93.9188 -6.2272 -0.0947 2.2767 -1.0408 3.6069 4.6707 0.4536 0.2676 0.1873 1.5201 0.0425 1.5336 0.0550 -#> 59: 93.9572 -6.3460 -0.1074 2.2746 -1.0069 3.4266 5.8058 0.4614 0.2718 0.1919 1.5533 0.0417 1.6227 0.0460 -#> 60: 93.5430 -6.1622 -0.1048 2.2861 -0.9959 3.2552 5.5155 0.4535 0.2848 0.1823 1.4745 0.0431 1.5242 0.0522 -#> 61: 93.8016 -6.4079 -0.1065 2.2897 -1.0325 3.0925 5.9252 0.4583 0.2901 0.1732 1.5364 0.0365 1.4623 0.0550 -#> 62: 93.4249 -6.2284 -0.0967 2.3126 -1.0208 2.9378 5.6289 0.4429 0.2756 0.1645 1.6111 0.0325 1.3996 0.0618 -#> 63: 93.2335 -6.0996 -0.1051 2.3047 -0.9976 2.7909 5.3475 0.4292 0.2719 0.1633 1.6010 0.0326 1.5115 0.0494 -#> 64: 92.7091 -6.1109 -0.1041 2.3032 -0.9746 3.2610 5.0801 0.4301 0.2793 0.1751 1.5979 0.0302 1.3867 0.0575 -#> 65: 92.6059 -6.0049 -0.1077 2.3062 -0.9853 3.0979 4.8261 0.4316 0.2826 0.1714 1.6357 0.0272 1.3931 0.0543 -#> 66: 92.7778 -6.0856 -0.1040 2.3057 -0.9828 2.9430 4.5848 0.4362 0.2888 0.1628 1.6126 0.0316 1.4340 0.0505 -#> 67: 93.0325 -6.1775 -0.1085 2.3122 -0.9714 2.7959 4.3790 0.4464 0.2843 0.1547 1.6090 0.0354 1.4966 0.0448 -#> 68: 92.8987 -5.8741 -0.1089 2.3184 -0.9567 2.6561 4.1601 0.4389 0.2866 0.1470 1.5888 0.0347 1.4492 0.0507 -#> 69: 92.7300 -6.0473 -0.1070 2.3082 -0.9739 2.5233 4.0183 0.4371 0.3158 0.1527 1.5904 0.0298 1.5387 0.0477 -#> 70: 92.5285 -6.0962 -0.1115 2.3179 -0.9785 2.4856 4.0612 0.4380 0.3059 0.1504 1.5237 0.0402 1.4541 0.0463 -#> 71: 92.3975 -6.2090 -0.1269 2.2819 -0.9713 2.3613 4.3811 0.4173 0.2906 0.1520 1.5388 0.0316 1.3713 0.0584 -#> 72: 92.1593 -6.2214 -0.1217 2.2950 -0.9481 2.2433 5.1205 0.4227 0.2760 0.1605 1.5431 0.0312 1.5797 0.0459 -#> 73: 92.1195 -6.6667 -0.1244 2.3076 -0.9642 2.1311 7.6538 0.4124 0.2622 0.1525 1.4505 0.0375 1.2810 0.0595 -#> 74: 92.2191 -6.6665 -0.1278 2.2989 -0.9703 2.0246 7.2711 0.4098 0.2491 0.1666 1.4309 0.0384 1.2717 0.0638 -#> 75: 92.4656 -6.8881 -0.1274 2.3011 -0.9595 1.9233 8.3835 0.4147 0.2367 0.1656 1.4181 0.0424 1.2498 0.0620 -#> 76: 92.4593 -6.2323 -0.1203 2.2912 -0.9799 1.8272 7.9643 0.3967 0.2301 0.1596 1.5448 0.0336 1.6758 0.0359 -#> 77: 92.4501 -6.1123 -0.1219 2.2889 -0.9426 1.7358 7.5661 0.4049 0.2299 0.1594 1.5380 0.0327 1.6947 0.0364 -#> 78: 92.5059 -6.0339 -0.1198 2.2985 -0.9544 1.6490 7.1878 0.4007 0.2422 0.1568 1.5722 0.0302 1.5665 0.0415 -#> 79: 92.4302 -6.6428 -0.1141 2.3119 -0.9421 1.5666 9.0889 0.3986 0.2340 0.1489 1.5029 0.0306 1.1894 0.0638 -#> 80: 92.5305 -6.3036 -0.1127 2.3099 -0.9406 1.9062 8.6344 0.4091 0.2327 0.1648 1.5558 0.0308 1.0136 0.0749 -#> 81: 92.6652 -6.0832 -0.1167 2.2994 -0.9552 2.3641 8.2027 0.4142 0.2348 0.1566 1.6232 0.0300 1.1320 0.0712 -#> 82: 92.5109 -6.1524 -0.1100 2.3037 -0.9686 2.2459 7.7926 0.4145 0.2381 0.1695 1.6128 0.0306 1.6145 0.0413 -#> 83: 92.6455 -6.3979 -0.1059 2.3245 -0.9573 2.1336 8.1077 0.4060 0.2348 0.1667 1.6039 0.0304 1.6251 0.0419 -#> 84: 92.5768 -6.3469 -0.0979 2.3177 -0.9346 2.0269 8.2125 0.4141 0.2439 0.1720 1.6334 0.0302 1.5803 0.0450 -#> 85: 92.7920 -6.3536 -0.0969 2.3363 -0.9389 1.9256 8.1820 0.4035 0.2512 0.1713 1.5815 0.0338 1.1193 0.0719 -#> 86: 92.8571 -6.2567 -0.0911 2.3426 -0.9633 1.8293 8.1211 0.4008 0.2659 0.1627 1.5840 0.0356 1.2425 0.0639 -#> 87: 92.9101 -6.1557 -0.0937 2.3326 -0.9624 1.7378 7.7151 0.3950 0.2839 0.1546 1.6017 0.0354 1.0600 0.0766 -#> 88: 92.7649 -6.2151 -0.0881 2.3275 -0.9967 1.6509 7.3293 0.4046 0.2697 0.1469 1.6092 0.0302 1.1839 0.0693 -#> 89: 92.9350 -5.9222 -0.0903 2.3372 -0.9612 1.5684 6.9628 0.4058 0.2818 0.1395 1.5957 0.0335 1.5450 0.0444 -#> 90: 92.7895 -5.9348 -0.0890 2.3457 -0.9601 1.4900 6.6147 0.4070 0.2705 0.1430 1.5716 0.0378 1.4918 0.0439 -#> 91: 93.0113 -5.9302 -0.0997 2.3316 -0.9489 1.4155 6.2840 0.4424 0.2929 0.1410 1.5582 0.0377 1.2459 0.0582 -#> 92: 92.8603 -6.3366 -0.0918 2.3356 -0.9938 1.3447 5.9698 0.4287 0.2929 0.1531 1.4906 0.0398 1.2421 0.0605 -#> 93: 92.8094 -6.1097 -0.0953 2.3382 -0.9996 1.2775 5.6713 0.4309 0.2783 0.1597 1.4317 0.0468 1.2694 0.0584 -#> 94: 92.7100 -6.1043 -0.0909 2.3287 -0.9928 1.3828 5.3877 0.4337 0.2698 0.1517 1.4173 0.0489 1.4335 0.0476 -#> 95: 92.2055 -6.1792 -0.0889 2.3553 -0.9983 1.3137 5.1183 0.4209 0.3273 0.1566 1.4865 0.0417 1.2485 0.0681 -#> 96: 92.3225 -6.2710 -0.0811 2.3734 -1.0043 1.3428 4.8624 0.4121 0.3110 0.1532 1.5817 0.0374 1.5209 0.0532 -#> 97: 92.2983 -6.3023 -0.0776 2.3615 -0.9801 1.2757 4.6193 0.4221 0.3018 0.1455 1.5971 0.0337 1.2137 0.0719 -#> 98: 92.1433 -6.3114 -0.0935 2.3269 -0.9866 1.2227 4.8121 0.4327 0.2907 0.1694 1.5524 0.0303 1.1779 0.0727 -#> 99: 92.1631 -6.3090 -0.0908 2.3197 -0.9891 1.1615 4.9271 0.4169 0.2859 0.1736 1.5303 0.0334 1.6227 0.0511 -#> 100: 92.1185 -6.3603 -0.0950 2.3280 -1.0209 1.1035 5.0957 0.4213 0.2924 0.1817 1.5991 0.0330 1.7197 0.0445 -#> 101: 92.3964 -6.0447 -0.0898 2.3347 -1.0164 1.0483 4.8409 0.4251 0.2778 0.1727 1.5708 0.0422 1.6197 0.0461 -#> 102: 92.6597 -6.2545 -0.0954 2.3264 -1.0206 0.9959 4.5989 0.4218 0.2736 0.1640 1.5853 0.0408 1.5912 0.0455 -#> 103: 92.7866 -6.3292 -0.0933 2.3148 -1.0013 0.9461 4.8935 0.4234 0.2599 0.1688 1.6299 0.0399 1.5921 0.0445 -#> 104: 92.8098 -6.2608 -0.1009 2.3014 -0.9947 0.8988 4.7750 0.4306 0.2548 0.1813 1.6363 0.0378 1.6713 0.0427 -#> 105: 92.8300 -5.9827 -0.1028 2.3155 -0.9896 0.8538 4.5362 0.4339 0.2664 0.1722 1.6079 0.0397 1.3691 0.0573 -#> 106: 92.8218 -6.1138 -0.1024 2.3462 -0.9750 0.8299 4.3094 0.4494 0.2530 0.1636 1.5761 0.0389 1.2857 0.0595 -#> 107: 92.9304 -6.0063 -0.1002 2.3269 -0.9778 0.7884 4.0939 0.4600 0.2404 0.1620 1.6499 0.0373 1.2101 0.0675 -#> 108: 92.9072 -6.0928 -0.0991 2.3183 -0.9732 0.7489 4.4394 0.4584 0.2518 0.1539 1.6509 0.0332 1.2346 0.0670 -#> 109: 92.7504 -6.1545 -0.0862 2.3423 -0.9618 0.7115 4.7501 0.4371 0.2766 0.1465 1.5755 0.0349 1.1552 0.0701 -#> 110: 92.9277 -6.3786 -0.0904 2.3468 -0.9402 0.6759 5.8620 0.4328 0.2821 0.1703 1.4661 0.0439 1.3292 0.0609 -#> 111: 92.8023 -5.8686 -0.0886 2.3653 -0.9417 0.7635 5.5689 0.4288 0.2680 0.1618 1.4278 0.0502 1.4715 0.0468 -#> 112: 92.9411 -5.8095 -0.0883 2.3625 -0.9322 0.8592 5.2905 0.4562 0.2586 0.1537 1.3920 0.0513 1.1766 0.0648 -#> 113: 92.9845 -6.0499 -0.0761 2.3626 -0.9533 0.8163 5.0259 0.4403 0.2595 0.1532 1.4306 0.0450 1.1416 0.0645 -#> 114: 92.7735 -6.0605 -0.0694 2.3497 -0.9646 0.7754 4.7746 0.4394 0.2682 0.1576 1.4866 0.0344 1.1127 0.0745 -#> 115: 92.7048 -6.1327 -0.0702 2.3427 -0.9910 0.7367 4.5359 0.4257 0.2736 0.1497 1.5045 0.0413 1.2783 0.0677 -#> 116: 92.7131 -6.0115 -0.0751 2.3370 -0.9899 0.6998 4.3091 0.4187 0.2638 0.1422 1.6036 0.0325 1.1109 0.0748 -#> 117: 92.7720 -5.9163 -0.0709 2.3503 -0.9566 0.6648 4.0937 0.4185 0.2555 0.1417 1.6016 0.0297 1.0778 0.0774 -#> 118: 92.9182 -5.9312 -0.0812 2.3436 -0.9731 0.6316 3.8890 0.4084 0.2667 0.1400 1.5698 0.0320 1.2364 0.0665 -#> 119: 92.9546 -5.9622 -0.0870 2.3330 -0.9934 0.6000 3.6945 0.4035 0.2867 0.1486 1.5364 0.0343 1.5892 0.0489 -#> 120: 92.9168 -6.0966 -0.0905 2.3301 -1.0045 0.5700 3.6677 0.3988 0.2871 0.1567 1.5378 0.0349 1.0886 0.0796 -#> 121: 92.7767 -6.1038 -0.0802 2.3396 -0.9815 0.5981 4.3032 0.3803 0.2884 0.1684 1.4788 0.0335 1.0886 0.0796 -#> 122: 92.8439 -6.2425 -0.0799 2.3323 -0.9987 0.6537 4.5745 0.3884 0.2834 0.1600 1.4786 0.0346 1.2146 0.0682 -#> 123: 92.8219 -5.7869 -0.0872 2.3478 -0.9619 0.7886 4.3458 0.3951 0.2887 0.1658 1.4827 0.0341 1.3911 0.0559 -#> 124: 92.7930 -5.7551 -0.0819 2.3559 -0.9809 0.8922 4.1285 0.3907 0.2972 0.1575 1.5329 0.0330 1.3824 0.0594 -#> 125: 92.7488 -5.9406 -0.0819 2.3550 -0.9797 0.8476 3.9221 0.3907 0.2996 0.1733 1.5096 0.0333 1.3148 0.0667 -#> 126: 92.7926 -5.7106 -0.0824 2.3560 -0.9653 0.8052 3.7260 0.3918 0.3018 0.1854 1.4237 0.0381 1.2607 0.0639 -#> 127: 92.9153 -5.6682 -0.0717 2.3654 -0.9645 0.7649 3.5397 0.3722 0.2948 0.1784 1.4679 0.0415 1.2310 0.0695 -#> 128: 92.8827 -5.7984 -0.0783 2.3813 -1.0047 1.1012 3.3627 0.3802 0.2997 0.1694 1.5187 0.0442 1.2884 0.0649 -#> 129: 92.8727 -5.7191 -0.0785 2.3426 -0.9857 1.0461 3.1946 0.3784 0.2984 0.1610 1.4757 0.0398 1.1695 0.0775 -#> 130: 92.8689 -5.8036 -0.0935 2.3123 -0.9783 0.9938 3.0348 0.4184 0.2980 0.1723 1.5143 0.0319 1.2298 0.0738 -#> 131: 92.8733 -5.6707 -0.0988 2.3045 -0.9936 1.3313 2.8831 0.4277 0.2831 0.1816 1.5919 0.0329 1.5260 0.0533 -#> 132: 92.5761 -5.7773 -0.0925 2.3211 -0.9661 1.2647 2.7389 0.4216 0.2815 0.1995 1.5306 0.0321 1.5863 0.0520 -#> 133: 92.4512 -5.7800 -0.0920 2.3269 -0.9625 1.2015 2.6020 0.4242 0.2674 0.1955 1.5669 0.0288 1.4087 0.0606 -#> 134: 92.5625 -5.7968 -0.0965 2.3271 -0.9728 1.1414 2.4719 0.4201 0.2753 0.1945 1.5935 0.0311 1.5348 0.0534 -#> 135: 92.3448 -5.6624 -0.0961 2.3303 -0.9600 1.0843 2.3483 0.4193 0.2728 0.1983 1.6245 0.0305 1.6281 0.0506 -#> 136: 92.3407 -5.7523 -0.0932 2.3208 -0.9897 1.0301 2.3267 0.4107 0.2668 0.1884 1.5933 0.0358 1.2970 0.0657 -#> 137: 92.3940 -6.0148 -0.1046 2.2981 -0.9866 0.9786 3.1382 0.4166 0.3012 0.1790 1.5077 0.0385 1.1944 0.0723 -#> 138: 92.3556 -5.9912 -0.1039 2.2969 -0.9920 0.9297 3.2144 0.4208 0.3039 0.1703 1.5042 0.0378 1.2588 0.0717 -#> 139: 92.5548 -5.9253 -0.1177 2.2723 -1.0079 0.8832 3.2648 0.4049 0.3263 0.1618 1.5558 0.0382 1.2673 0.0698 -#> 140: 92.6546 -6.0596 -0.1368 2.2659 -0.9922 0.8390 3.3893 0.3846 0.3100 0.1537 1.5475 0.0355 1.3190 0.0629 -#> 141: 92.6661 -5.9744 -0.1379 2.2793 -0.9754 0.8287 3.2725 0.3800 0.3178 0.1528 1.5076 0.0361 1.4087 0.0540 -#> 142: 92.5681 -5.7650 -0.1033 2.3249 -0.9613 0.7872 3.1089 0.3610 0.3564 0.1701 1.4733 0.0332 1.2603 0.0720 -#> 143: 92.4184 -5.6070 -0.1033 2.3520 -0.9764 0.7479 2.9534 0.3591 0.3758 0.1674 1.5420 0.0390 1.3280 0.0614 -#> 144: 92.5354 -5.6144 -0.0978 2.3801 -0.9425 0.7105 2.8058 0.3538 0.3606 0.1722 1.4884 0.0400 1.3455 0.0620 -#> 145: 92.4207 -5.6541 -0.0746 2.3873 -0.9633 0.6750 2.6655 0.3361 0.3426 0.1718 1.4981 0.0416 1.2440 0.0685 -#> 146: 92.3058 -5.6608 -0.0731 2.3755 -0.9732 0.6412 2.5322 0.3193 0.3304 0.1719 1.6391 0.0348 1.1788 0.0743 -#> 147: 92.4067 -5.7615 -0.0746 2.3775 -0.9903 0.6091 2.4056 0.3148 0.3311 0.1709 1.6695 0.0314 1.2931 0.0676 -#> 148: 92.3739 -5.8812 -0.0820 2.3644 -0.9823 0.5787 2.7260 0.3332 0.3296 0.1794 1.6168 0.0303 1.3206 0.0670 -#> 149: 92.4456 -5.8277 -0.0921 2.3508 -0.9924 0.5498 2.8750 0.3368 0.3305 0.1917 1.5602 0.0302 1.3622 0.0608 -#> 150: 92.5049 -5.7964 -0.1003 2.3353 -0.9809 0.5223 2.7312 0.3291 0.3634 0.1874 1.5035 0.0301 1.4002 0.0615 -#> 151: 92.3292 -6.0377 -0.1039 2.3301 -0.9866 0.4962 3.3342 0.3348 0.3626 0.1780 1.4819 0.0298 1.3217 0.0672 -#> 152: 92.3747 -6.0460 -0.1023 2.3154 -1.0242 0.5079 3.4530 0.3371 0.3518 0.1674 1.6034 0.0296 1.2304 0.0749 -#> 153: 92.3909 -5.8707 -0.1008 2.3284 -0.9897 0.5623 2.8180 0.3480 0.3792 0.1749 1.4953 0.0291 1.3442 0.0677 -#> 154: 92.2532 -5.9313 -0.0991 2.3232 -0.9839 0.5340 3.3946 0.3502 0.3723 0.1729 1.4837 0.0280 1.1452 0.0776 -#> 155: 92.1782 -6.1012 -0.0988 2.3339 -0.9600 0.3900 3.9676 0.3593 0.3704 0.1531 1.4927 0.0286 1.1848 0.0730 -#> 156: 92.2225 -5.8387 -0.0991 2.3393 -0.9459 0.3294 3.0685 0.3598 0.3808 0.1568 1.5540 0.0318 1.3419 0.0671 -#> 157: 92.2411 -5.7045 -0.1038 2.3578 -0.9252 0.2797 2.5238 0.3716 0.3579 0.1653 1.4704 0.0373 1.1959 0.0686 -#> 158: 92.2865 -5.6692 -0.1009 2.3771 -0.9532 0.2840 2.4144 0.3592 0.3610 0.1641 1.5065 0.0389 1.1780 0.0674 -#> 159: 92.2771 -5.7526 -0.0782 2.3632 -0.9771 0.2996 2.7295 0.3357 0.3779 0.1606 1.5818 0.0366 1.1512 0.0781 -#> 160: 92.3400 -5.8039 -0.0811 2.3615 -0.9453 0.2707 2.7305 0.3373 0.3834 0.1528 1.4765 0.0370 1.1427 0.0756 -#> 161: 92.4180 -5.7448 -0.0961 2.3653 -0.9508 0.2965 2.6051 0.3666 0.3833 0.1647 1.4581 0.0364 0.9817 0.0827 -#> 162: 92.4487 -5.8952 -0.0889 2.3460 -0.9646 0.2370 3.1413 0.3460 0.3801 0.1571 1.4528 0.0346 1.0006 0.0798 -#> 163: 92.5251 -5.8567 -0.0987 2.3342 -0.9615 0.1453 2.9917 0.3535 0.3735 0.1452 1.4521 0.0330 1.0498 0.0766 -#> 164: 92.5949 -6.1580 -0.1008 2.3332 -0.9749 0.1095 4.1797 0.3586 0.3767 0.1355 1.4659 0.0310 1.0218 0.0797 -#> 165: 92.5794 -6.0542 -0.1001 2.3321 -0.9795 0.1332 4.2924 0.3588 0.3752 0.1386 1.4858 0.0313 0.9836 0.0812 -#> 166: 92.6686 -6.0065 -0.0960 2.3623 -0.9532 0.1465 4.0810 0.3439 0.3683 0.1647 1.3929 0.0372 0.9354 0.0837 -#> 167: 92.7086 -6.2096 -0.0895 2.3656 -0.9552 0.1938 4.6857 0.3325 0.3519 0.1681 1.4281 0.0362 1.0329 0.0784 -#> 168: 92.6096 -6.0709 -0.0880 2.3595 -0.9474 0.2141 4.1277 0.3379 0.3527 0.1620 1.4264 0.0347 0.9627 0.0836 -#> 169: 92.5365 -5.9418 -0.0919 2.3546 -0.9575 0.3620 3.7767 0.3489 0.3589 0.1609 1.4761 0.0360 1.1348 0.0745 -#> 170: 92.6270 -5.8404 -0.0935 2.3562 -0.9517 0.3312 3.2506 0.3552 0.3607 0.1560 1.4506 0.0383 1.0731 0.0722 -#> 171: 92.5606 -5.9213 -0.0899 2.3513 -0.9554 0.4399 3.5587 0.3599 0.3646 0.1385 1.4779 0.0349 0.9844 0.0775 -#> 172: 92.3630 -5.7066 -0.0765 2.3798 -0.9314 0.5208 2.5578 0.3458 0.3657 0.1547 1.4900 0.0348 1.0485 0.0765 -#> 173: 92.2527 -5.5811 -0.0713 2.4173 -0.9221 0.8674 2.2100 0.3448 0.3370 0.1513 1.5403 0.0445 1.4403 0.0518 -#> 174: 92.3852 -5.5348 -0.0712 2.4066 -0.9033 0.7543 2.1568 0.3457 0.3324 0.1482 1.5322 0.0407 1.2744 0.0623 -#> 175: 92.4798 -5.5494 -0.0712 2.4004 -0.9100 0.5675 2.0147 0.3457 0.3333 0.1629 1.5229 0.0383 1.2917 0.0655 -#> 176: 92.5881 -5.5613 -0.0675 2.4180 -0.9188 0.4011 2.0736 0.3413 0.3487 0.1781 1.5149 0.0389 1.1499 0.0669 -#> 177: 92.6015 -5.4951 -0.0494 2.4324 -0.9525 0.4992 1.9009 0.3629 0.3353 0.1919 1.4881 0.0393 1.2289 0.0650 -#> 178: 92.6317 -5.4943 -0.0505 2.4373 -0.9298 0.5087 1.6116 0.3631 0.3324 0.1906 1.4475 0.0454 1.0764 0.0701 -#> 179: 92.7043 -5.5326 -0.0419 2.4386 -0.9376 0.4350 1.8241 0.3577 0.3757 0.1991 1.4445 0.0424 0.9626 0.0833 -#> 180: 92.7457 -5.5591 -0.0371 2.4684 -0.9450 0.3973 1.7797 0.3507 0.3707 0.1944 1.4392 0.0415 1.0784 0.0764 -#> 181: 92.6287 -5.5741 -0.0368 2.4489 -0.9459 0.4744 1.8016 0.3502 0.3544 0.1970 1.4317 0.0392 0.9225 0.0848 -#> 182: 92.6121 -5.5593 -0.0316 2.4610 -0.9345 0.6054 1.9206 0.3492 0.3538 0.1855 1.4410 0.0367 0.8977 0.0878 -#> 183: 92.4258 -5.4737 -0.0393 2.4592 -0.9319 0.8062 1.7845 0.3528 0.3544 0.1649 1.4545 0.0409 1.0723 0.0751 -#> 184: 92.3939 -5.5961 -0.0479 2.4268 -0.9435 1.0246 2.2534 0.3497 0.3289 0.1363 1.5022 0.0370 1.1058 0.0729 -#> 185: 92.4673 -5.5415 -0.0525 2.4157 -0.9058 0.8296 2.2848 0.3406 0.3314 0.1706 1.4935 0.0367 1.1362 0.0722 -#> 186: 92.4122 -5.6594 -0.0574 2.4466 -0.9430 0.9133 2.3350 0.3327 0.3596 0.1506 1.4450 0.0404 1.2273 0.0629 -#> 187: 92.5416 -5.5472 -0.0521 2.4393 -0.9261 0.9731 1.9228 0.3208 0.3673 0.1421 1.4890 0.0409 1.2553 0.0626 -#> 188: 92.5502 -5.6425 -0.0591 2.4345 -0.9246 0.9315 2.2041 0.3184 0.3639 0.1319 1.4896 0.0392 1.0986 0.0684 -#> 189: 92.4180 -5.6737 -0.0504 2.4448 -0.9191 0.9006 2.4647 0.3102 0.3743 0.1648 1.4649 0.0397 1.1320 0.0742 -#> 190: 92.5821 -5.5823 -0.0363 2.4588 -0.9205 0.9862 2.2692 0.2820 0.4087 0.1459 1.3938 0.0412 0.9562 0.0815 -#> 191: 92.3708 -5.5825 -0.0418 2.4621 -0.9231 0.9867 2.4743 0.2890 0.4196 0.1445 1.4619 0.0403 0.9630 0.0811 -#> 192: 92.2628 -5.5337 -0.0366 2.4392 -0.9194 0.6944 2.2771 0.2909 0.4169 0.1279 1.4745 0.0363 0.8601 0.0892 -#> 193: 92.4854 -5.6303 -0.0352 2.4484 -0.9316 0.4403 2.3253 0.2928 0.4109 0.1282 1.4768 0.0399 0.8886 0.0871 -#> 194: 92.4900 -5.5824 -0.0372 2.4648 -0.9451 0.4891 2.6428 0.2899 0.4160 0.1331 1.5124 0.0412 0.9340 0.0853 -#> 195: 92.4685 -5.7658 -0.0357 2.4659 -0.9217 0.4549 3.3767 0.2921 0.4171 0.1552 1.5062 0.0396 1.0336 0.0817 -#> 196: 92.4125 -5.7544 -0.0255 2.4834 -0.9230 0.4146 3.1963 0.3000 0.4369 0.1501 1.4560 0.0430 0.9942 0.0813 -#> 197: 92.3284 -5.9347 -0.0305 2.4860 -0.9448 0.4115 3.5642 0.3129 0.4314 0.1740 1.3441 0.0473 1.0954 0.0723 -#> 198: 92.3428 -5.9255 -0.0266 2.4822 -0.9463 0.3258 3.4818 0.3185 0.4163 0.1716 1.3868 0.0447 0.9452 0.0788 -#> 199: 92.1692 -6.0683 -0.0227 2.4860 -0.9495 0.2685 4.4044 0.3149 0.4064 0.1824 1.3558 0.0478 1.0294 0.0749 -#> 200: 92.0965 -6.1541 -0.0261 2.4793 -0.9288 0.2210 4.4026 0.3265 0.4200 0.1772 1.3348 0.0441 1.0018 0.0761 -#> 201: 92.1362 -6.1170 -0.0244 2.4776 -0.9237 0.1801 4.4160 0.3276 0.4303 0.1732 1.3479 0.0418 0.9419 0.0809 -#> 202: 92.1114 -6.0898 -0.0233 2.4862 -0.9253 0.1506 4.4494 0.3286 0.4305 0.1656 1.3473 0.0440 0.9394 0.0802 -#> 203: 92.0893 -6.1307 -0.0233 2.4894 -0.9258 0.1510 4.7958 0.3310 0.4233 0.1673 1.3396 0.0457 0.9617 0.0788 -#> 204: 92.0870 -6.0914 -0.0230 2.4867 -0.9234 0.1589 4.6265 0.3316 0.4237 0.1643 1.3478 0.0456 0.9509 0.0793 -#> 205: 92.0800 -6.0960 -0.0228 2.4867 -0.9256 0.1613 4.6319 0.3321 0.4226 0.1623 1.3399 0.0463 0.9547 0.0789 -#> 206: 92.1037 -6.0869 -0.0238 2.4833 -0.9264 0.1648 4.5547 0.3341 0.4186 0.1606 1.3351 0.0466 0.9453 0.0797 -#> 207: 92.1212 -6.0561 -0.0247 2.4821 -0.9299 0.1677 4.3736 0.3363 0.4150 0.1602 1.3394 0.0467 0.9552 0.0790 -#> 208: 92.1203 -6.0351 -0.0260 2.4804 -0.9309 0.1616 4.2520 0.3369 0.4120 0.1613 1.3366 0.0466 0.9667 0.0785 -#> 209: 92.1169 -6.0133 -0.0277 2.4792 -0.9300 0.1596 4.1237 0.3352 0.4111 0.1616 1.3344 0.0464 0.9741 0.0778 -#> 210: 92.1195 -5.9866 -0.0289 2.4752 -0.9287 0.1586 3.9853 0.3352 0.4091 0.1602 1.3410 0.0461 0.9708 0.0778 -#> 211: 92.1243 -5.9458 -0.0316 2.4687 -0.9287 0.1606 3.8383 0.3366 0.4094 0.1607 1.3525 0.0455 0.9759 0.0778 -#> 212: 92.1384 -5.9338 -0.0345 2.4640 -0.9280 0.1635 3.7875 0.3375 0.4105 0.1594 1.3589 0.0454 0.9800 0.0776 -#> 213: 92.1481 -5.9191 -0.0379 2.4587 -0.9269 0.1629 3.7150 0.3375 0.4100 0.1586 1.3673 0.0449 0.9839 0.0775 -#> 214: 92.1523 -5.9189 -0.0408 2.4542 -0.9270 0.1593 3.7061 0.3375 0.4092 0.1579 1.3731 0.0446 0.9847 0.0773 -#> 215: 92.1548 -5.9183 -0.0429 2.4499 -0.9269 0.1604 3.7075 0.3369 0.4095 0.1574 1.3765 0.0442 0.9821 0.0775 -#> 216: 92.1547 -5.9171 -0.0450 2.4455 -0.9270 0.1600 3.6967 0.3368 0.4100 0.1571 1.3811 0.0438 0.9830 0.0776 -#> 217: 92.1556 -5.9141 -0.0468 2.4422 -0.9281 0.1580 3.6732 0.3361 0.4102 0.1578 1.3864 0.0435 0.9995 0.0770 -#> 218: 92.1587 -5.9173 -0.0477 2.4395 -0.9287 0.1545 3.6822 0.3351 0.4112 0.1580 1.3882 0.0432 1.0001 0.0772 -#> 219: 92.1590 -5.9188 -0.0483 2.4374 -0.9303 0.1540 3.6595 0.3341 0.4132 0.1578 1.3889 0.0430 0.9983 0.0775 -#> 220: 92.1614 -5.9303 -0.0493 2.4353 -0.9321 0.1559 3.6914 0.3336 0.4141 0.1581 1.3914 0.0427 1.0003 0.0775 -#> 221: 92.1657 -5.9455 -0.0504 2.4328 -0.9344 0.1585 3.7569 0.3329 0.4140 0.1591 1.3938 0.0424 1.0064 0.0773 -#> 222: 92.1697 -5.9320 -0.0515 2.4306 -0.9358 0.1617 3.6783 0.3321 0.4145 0.1600 1.3992 0.0421 1.0107 0.0772 -#> 223: 92.1754 -5.9205 -0.0525 2.4280 -0.9375 0.1630 3.6233 0.3313 0.4158 0.1604 1.4072 0.0416 1.0216 0.0770 -#> 224: 92.1809 -5.9149 -0.0534 2.4264 -0.9386 0.1623 3.5812 0.3306 0.4167 0.1607 1.4130 0.0413 1.0349 0.0764 -#> 225: 92.1872 -5.9099 -0.0543 2.4243 -0.9390 0.1619 3.5446 0.3299 0.4174 0.1607 1.4152 0.0411 1.0348 0.0766 -#> 226: 92.1935 -5.9046 -0.0554 2.4224 -0.9396 0.1631 3.5046 0.3299 0.4183 0.1608 1.4157 0.0409 1.0375 0.0766 -#> 227: 92.2026 -5.8964 -0.0567 2.4198 -0.9400 0.1637 3.4591 0.3303 0.4183 0.1614 1.4144 0.0408 1.0444 0.0763 -#> 228: 92.2069 -5.8852 -0.0578 2.4175 -0.9407 0.1633 3.4091 0.3308 0.4185 0.1621 1.4144 0.0407 1.0485 0.0763 -#> 229: 92.2122 -5.8844 -0.0591 2.4145 -0.9418 0.1631 3.3899 0.3314 0.4194 0.1622 1.4173 0.0404 1.0514 0.0763 -#> 230: 92.2183 -5.8907 -0.0604 2.4116 -0.9416 0.1640 3.4053 0.3319 0.4202 0.1616 1.4200 0.0401 1.0527 0.0764 -#> 231: 92.2246 -5.8895 -0.0619 2.4087 -0.9422 0.1651 3.3985 0.3323 0.4208 0.1609 1.4234 0.0400 1.0560 0.0762 -#> 232: 92.2282 -5.8840 -0.0632 2.4058 -0.9423 0.1641 3.3771 0.3327 0.4215 0.1609 1.4266 0.0398 1.0585 0.0762 -#> 233: 92.2294 -5.8775 -0.0645 2.4032 -0.9424 0.1620 3.3481 0.3335 0.4216 0.1607 1.4311 0.0395 1.0600 0.0763 -#> 234: 92.2311 -5.8709 -0.0658 2.4006 -0.9421 0.1626 3.3242 0.3343 0.4220 0.1602 1.4340 0.0393 1.0604 0.0764 -#> 235: 92.2312 -5.8656 -0.0668 2.3985 -0.9420 0.1608 3.3023 0.3350 0.4225 0.1596 1.4381 0.0391 1.0600 0.0765 -#> 236: 92.2289 -5.8633 -0.0675 2.3974 -0.9423 0.1599 3.2811 0.3352 0.4227 0.1589 1.4392 0.0390 1.0594 0.0765 -#> 237: 92.2251 -5.8641 -0.0683 2.3960 -0.9435 0.1586 3.2734 0.3351 0.4226 0.1588 1.4403 0.0389 1.0623 0.0765 -#> 238: 92.2242 -5.8633 -0.0690 2.3949 -0.9443 0.1579 3.2547 0.3349 0.4230 0.1590 1.4409 0.0389 1.0659 0.0765 -#> 239: 92.2250 -5.8612 -0.0693 2.3951 -0.9449 0.1558 3.2309 0.3346 0.4234 0.1599 1.4396 0.0389 1.0740 0.0762 -#> 240: 92.2264 -5.8597 -0.0696 2.3949 -0.9446 0.1550 3.2124 0.3342 0.4234 0.1603 1.4401 0.0388 1.0791 0.0760 -#> 241: 92.2281 -5.8562 -0.0699 2.3948 -0.9449 0.1544 3.1933 0.3339 0.4236 0.1604 1.4411 0.0388 1.0825 0.0760 -#> 242: 92.2289 -5.8512 -0.0703 2.3942 -0.9450 0.1534 3.1709 0.3338 0.4235 0.1606 1.4421 0.0388 1.0870 0.0760 -#> 243: 92.2296 -5.8489 -0.0708 2.3934 -0.9446 0.1531 3.1689 0.3342 0.4230 0.1605 1.4423 0.0387 1.0876 0.0760 -#> 244: 92.2311 -5.8446 -0.0715 2.3929 -0.9443 0.1528 3.1630 0.3349 0.4228 0.1604 1.4429 0.0387 1.0916 0.0759 -#> 245: 92.2338 -5.8421 -0.0718 2.3924 -0.9443 0.1528 3.1616 0.3352 0.4224 0.1610 1.4438 0.0387 1.0980 0.0755 -#> 246: 92.2361 -5.8389 -0.0721 2.3918 -0.9439 0.1525 3.1525 0.3354 0.4216 0.1620 1.4438 0.0388 1.1018 0.0753 -#> 247: 92.2374 -5.8388 -0.0724 2.3917 -0.9434 0.1510 3.1605 0.3356 0.4212 0.1629 1.4438 0.0389 1.1050 0.0751 -#> 248: 92.2360 -5.8367 -0.0728 2.3918 -0.9432 0.1505 3.1559 0.3360 0.4207 0.1638 1.4437 0.0389 1.1090 0.0748 -#> 249: 92.2361 -5.8351 -0.0732 2.3914 -0.9435 0.1499 3.1521 0.3363 0.4204 0.1646 1.4433 0.0389 1.1117 0.0748 -#> 250: 92.2353 -5.8349 -0.0733 2.3906 -0.9436 0.1502 3.1607 0.3365 0.4202 0.1646 1.4457 0.0388 1.1107 0.0749 -#> 251: 92.2343 -5.8318 -0.0736 2.3903 -0.9430 0.1494 3.1513 0.3367 0.4201 0.1648 1.4453 0.0387 1.1093 0.0750 -#> 252: 92.2356 -5.8244 -0.0739 2.3895 -0.9424 0.1477 3.1240 0.3369 0.4200 0.1651 1.4460 0.0386 1.1083 0.0750 -#> 253: 92.2367 -5.8188 -0.0742 2.3890 -0.9423 0.1465 3.1025 0.3369 0.4200 0.1649 1.4477 0.0385 1.1092 0.0750 -#> 254: 92.2392 -5.8154 -0.0747 2.3880 -0.9421 0.1458 3.0888 0.3372 0.4195 0.1644 1.4494 0.0384 1.1080 0.0750 -#> 255: 92.2404 -5.8131 -0.0751 2.3870 -0.9417 0.1451 3.0778 0.3375 0.4191 0.1639 1.4501 0.0383 1.1070 0.0751 -#> 256: 92.2408 -5.8109 -0.0753 2.3867 -0.9413 0.1445 3.0740 0.3376 0.4192 0.1633 1.4510 0.0382 1.1064 0.0751 -#> 257: 92.2413 -5.8066 -0.0754 2.3866 -0.9409 0.1446 3.0636 0.3376 0.4191 0.1628 1.4522 0.0382 1.1080 0.0750 -#> 258: 92.2412 -5.8035 -0.0754 2.3869 -0.9404 0.1436 3.0502 0.3372 0.4191 0.1623 1.4534 0.0381 1.1057 0.0751 -#> 259: 92.2399 -5.7996 -0.0753 2.3871 -0.9399 0.1427 3.0357 0.3370 0.4195 0.1621 1.4540 0.0380 1.1037 0.0752 -#> 260: 92.2389 -5.7955 -0.0755 2.3872 -0.9391 0.1420 3.0251 0.3366 0.4199 0.1619 1.4555 0.0380 1.1041 0.0752 -#> 261: 92.2378 -5.7941 -0.0755 2.3875 -0.9385 0.1412 3.0240 0.3362 0.4201 0.1613 1.4575 0.0380 1.1048 0.0751 -#> 262: 92.2361 -5.7920 -0.0756 2.3879 -0.9379 0.1407 3.0182 0.3358 0.4205 0.1607 1.4581 0.0381 1.1047 0.0750 -#> 263: 92.2338 -5.7891 -0.0754 2.3883 -0.9375 0.1407 3.0072 0.3356 0.4211 0.1603 1.4585 0.0381 1.1041 0.0750 -#> 264: 92.2313 -5.7882 -0.0752 2.3886 -0.9371 0.1407 3.0009 0.3355 0.4217 0.1601 1.4574 0.0381 1.1036 0.0750 -#> 265: 92.2312 -5.7843 -0.0752 2.3883 -0.9372 0.1402 2.9872 0.3358 0.4220 0.1599 1.4577 0.0381 1.1026 0.0750 -#> 266: 92.2312 -5.7800 -0.0753 2.3880 -0.9370 0.1396 2.9708 0.3363 0.4223 0.1597 1.4584 0.0381 1.1019 0.0750 -#> 267: 92.2306 -5.7785 -0.0755 2.3878 -0.9372 0.1397 2.9619 0.3368 0.4227 0.1595 1.4578 0.0381 1.1021 0.0750 -#> 268: 92.2287 -5.7803 -0.0758 2.3870 -0.9372 0.1394 2.9777 0.3375 0.4226 0.1594 1.4578 0.0380 1.1032 0.0749 -#> 269: 92.2265 -5.7804 -0.0761 2.3865 -0.9371 0.1399 2.9816 0.3382 0.4226 0.1592 1.4589 0.0380 1.1058 0.0747 -#> 270: 92.2236 -5.7811 -0.0765 2.3860 -0.9369 0.1411 2.9893 0.3386 0.4227 0.1591 1.4597 0.0380 1.1081 0.0745 -#> 271: 92.2211 -5.7793 -0.0769 2.3852 -0.9365 0.1421 2.9888 0.3390 0.4228 0.1591 1.4606 0.0379 1.1083 0.0745 -#> 272: 92.2187 -5.7773 -0.0773 2.3845 -0.9361 0.1423 2.9810 0.3396 0.4232 0.1589 1.4617 0.0378 1.1076 0.0746 -#> 273: 92.2164 -5.7769 -0.0776 2.3838 -0.9356 0.1427 2.9809 0.3402 0.4240 0.1589 1.4615 0.0378 1.1073 0.0746 -#> 274: 92.2145 -5.7763 -0.0778 2.3836 -0.9355 0.1434 2.9795 0.3407 0.4248 0.1589 1.4615 0.0378 1.1069 0.0746 -#> 275: 92.2133 -5.7762 -0.0779 2.3836 -0.9352 0.1436 2.9837 0.3410 0.4253 0.1589 1.4621 0.0378 1.1064 0.0746 -#> 276: 92.2123 -5.7764 -0.0781 2.3835 -0.9348 0.1431 2.9889 0.3414 0.4255 0.1589 1.4632 0.0378 1.1073 0.0746 -#> 277: 92.2113 -5.7771 -0.0781 2.3839 -0.9347 0.1423 2.9925 0.3423 0.4264 0.1589 1.4630 0.0378 1.1104 0.0744 -#> 278: 92.2099 -5.7774 -0.0780 2.3841 -0.9349 0.1418 2.9927 0.3429 0.4270 0.1590 1.4634 0.0378 1.1127 0.0742 -#> 279: 92.2087 -5.7798 -0.0779 2.3844 -0.9352 0.1413 2.9997 0.3437 0.4276 0.1590 1.4630 0.0378 1.1133 0.0742 -#> 280: 92.2077 -5.7802 -0.0778 2.3841 -0.9358 0.1407 2.9971 0.3445 0.4284 0.1586 1.4634 0.0378 1.1136 0.0742 -#> 281: 92.2061 -5.7814 -0.0777 2.3837 -0.9362 0.1401 3.0004 0.3452 0.4291 0.1582 1.4629 0.0378 1.1133 0.0743 -#> 282: 92.2058 -5.7802 -0.0777 2.3834 -0.9363 0.1386 2.9994 0.3459 0.4297 0.1579 1.4634 0.0378 1.1126 0.0743 -#> 283: 92.2057 -5.7780 -0.0778 2.3828 -0.9361 0.1376 2.9917 0.3469 0.4298 0.1576 1.4645 0.0378 1.1147 0.0742 -#> 284: 92.2051 -5.7788 -0.0780 2.3824 -0.9360 0.1367 2.9968 0.3479 0.4300 0.1573 1.4647 0.0378 1.1149 0.0741 -#> 285: 92.2041 -5.7793 -0.0782 2.3821 -0.9362 0.1359 2.9941 0.3487 0.4302 0.1573 1.4653 0.0378 1.1164 0.0740 -#> 286: 92.2040 -5.7803 -0.0783 2.3819 -0.9364 0.1352 2.9957 0.3495 0.4304 0.1573 1.4655 0.0378 1.1180 0.0738 -#> 287: 92.2044 -5.7809 -0.0784 2.3817 -0.9365 0.1348 2.9961 0.3502 0.4304 0.1572 1.4657 0.0379 1.1178 0.0738 -#> 288: 92.2043 -5.7835 -0.0785 2.3814 -0.9366 0.1350 3.0073 0.3509 0.4304 0.1572 1.4658 0.0379 1.1184 0.0738 -#> 289: 92.2041 -5.7845 -0.0787 2.3809 -0.9364 0.1347 3.0126 0.3516 0.4304 0.1571 1.4653 0.0379 1.1190 0.0737 -#> 290: 92.2032 -5.7852 -0.0788 2.3807 -0.9363 0.1349 3.0161 0.3521 0.4304 0.1568 1.4656 0.0379 1.1191 0.0737 -#> 291: 92.2019 -5.7848 -0.0790 2.3802 -0.9363 0.1356 3.0155 0.3528 0.4300 0.1565 1.4664 0.0380 1.1210 0.0736 -#> 292: 92.2012 -5.7846 -0.0792 2.3799 -0.9363 0.1361 3.0167 0.3535 0.4296 0.1563 1.4670 0.0380 1.1223 0.0735 -#> 293: 92.2007 -5.7845 -0.0793 2.3795 -0.9363 0.1365 3.0175 0.3542 0.4291 0.1561 1.4681 0.0380 1.1236 0.0734 -#> 294: 92.2009 -5.7850 -0.0795 2.3791 -0.9360 0.1365 3.0189 0.3550 0.4287 0.1560 1.4682 0.0380 1.1243 0.0733 -#> 295: 92.2009 -5.7865 -0.0797 2.3786 -0.9360 0.1360 3.0279 0.3556 0.4286 0.1558 1.4689 0.0380 1.1243 0.0734 -#> 296: 92.2007 -5.7878 -0.0798 2.3781 -0.9362 0.1358 3.0345 0.3562 0.4283 0.1555 1.4694 0.0379 1.1247 0.0734 -#> 297: 92.1992 -5.7891 -0.0801 2.3774 -0.9364 0.1358 3.0403 0.3568 0.4278 0.1554 1.4699 0.0379 1.1267 0.0734 -#> 298: 92.1978 -5.7892 -0.0803 2.3768 -0.9366 0.1357 3.0383 0.3573 0.4274 0.1553 1.4706 0.0378 1.1276 0.0734 -#> 299: 92.1968 -5.7906 -0.0805 2.3763 -0.9369 0.1353 3.0408 0.3579 0.4269 0.1553 1.4712 0.0378 1.1282 0.0733 -#> 300: 92.1954 -5.7929 -0.0807 2.3760 -0.9369 0.1352 3.0477 0.3583 0.4265 0.1551 1.4716 0.0379 1.1286 0.0733 -#> 301: 92.1941 -5.7934 -0.0809 2.3757 -0.9369 0.1352 3.0483 0.3588 0.4261 0.1548 1.4727 0.0378 1.1288 0.0732 -#> 302: 92.1929 -5.7949 -0.0811 2.3754 -0.9370 0.1354 3.0560 0.3592 0.4256 0.1548 1.4728 0.0379 1.1296 0.0731 -#> 303: 92.1919 -5.7972 -0.0813 2.3751 -0.9368 0.1352 3.0671 0.3597 0.4250 0.1550 1.4730 0.0379 1.1302 0.0731 -#> 304: 92.1906 -5.8018 -0.0814 2.3750 -0.9368 0.1349 3.0935 0.3602 0.4245 0.1552 1.4731 0.0379 1.1314 0.0730 -#> 305: 92.1897 -5.8063 -0.0817 2.3744 -0.9370 0.1350 3.1211 0.3606 0.4238 0.1554 1.4727 0.0379 1.1323 0.0730 -#> 306: 92.1896 -5.8116 -0.0820 2.3740 -0.9373 0.1347 3.1571 0.3610 0.4233 0.1555 1.4727 0.0379 1.1351 0.0728 -#> 307: 92.1895 -5.8156 -0.0822 2.3735 -0.9373 0.1341 3.1826 0.3613 0.4226 0.1552 1.4741 0.0379 1.1374 0.0726 -#> 308: 92.1899 -5.8202 -0.0824 2.3732 -0.9376 0.1338 3.2124 0.3617 0.4220 0.1554 1.4745 0.0379 1.1408 0.0724 -#> 309: 92.1903 -5.8232 -0.0827 2.3728 -0.9377 0.1337 3.2330 0.3620 0.4213 0.1554 1.4749 0.0379 1.1419 0.0724 -#> 310: 92.1902 -5.8249 -0.0828 2.3727 -0.9378 0.1335 3.2463 0.3621 0.4207 0.1554 1.4752 0.0379 1.1435 0.0723 -#> 311: 92.1910 -5.8267 -0.0828 2.3726 -0.9378 0.1335 3.2581 0.3623 0.4200 0.1554 1.4754 0.0379 1.1441 0.0722 -#> 312: 92.1918 -5.8271 -0.0829 2.3726 -0.9378 0.1333 3.2567 0.3624 0.4195 0.1552 1.4751 0.0380 1.1432 0.0723 -#> 313: 92.1926 -5.8260 -0.0829 2.3725 -0.9380 0.1334 3.2497 0.3626 0.4190 0.1552 1.4751 0.0380 1.1434 0.0723 -#> 314: 92.1934 -5.8256 -0.0829 2.3724 -0.9381 0.1330 3.2426 0.3628 0.4185 0.1553 1.4746 0.0380 1.1441 0.0722 -#> 315: 92.1938 -5.8237 -0.0829 2.3724 -0.9384 0.1326 3.2327 0.3630 0.4179 0.1555 1.4746 0.0380 1.1468 0.0721 -#> 316: 92.1950 -5.8235 -0.0829 2.3722 -0.9385 0.1324 3.2283 0.3631 0.4172 0.1557 1.4745 0.0380 1.1476 0.0721 -#> 317: 92.1963 -5.8239 -0.0829 2.3722 -0.9385 0.1322 3.2260 0.3633 0.4167 0.1560 1.4741 0.0380 1.1481 0.0721 -#> 318: 92.1975 -5.8242 -0.0829 2.3722 -0.9387 0.1321 3.2240 0.3634 0.4163 0.1559 1.4740 0.0380 1.1477 0.0722 -#> 319: 92.1990 -5.8250 -0.0829 2.3721 -0.9387 0.1320 3.2215 0.3634 0.4159 0.1560 1.4736 0.0381 1.1496 0.0720 -#> 320: 92.2003 -5.8256 -0.0829 2.3722 -0.9386 0.1322 3.2199 0.3635 0.4155 0.1561 1.4730 0.0381 1.1508 0.0719 -#> 321: 92.2018 -5.8249 -0.0829 2.3723 -0.9386 0.1326 3.2150 0.3635 0.4151 0.1562 1.4727 0.0381 1.1514 0.0718 -#> 322: 92.2031 -5.8239 -0.0829 2.3724 -0.9386 0.1333 3.2081 0.3635 0.4147 0.1561 1.4729 0.0381 1.1527 0.0717 -#> 323: 92.2045 -5.8244 -0.0829 2.3725 -0.9384 0.1336 3.2065 0.3635 0.4143 0.1562 1.4729 0.0381 1.1541 0.0716 -#> 324: 92.2060 -5.8228 -0.0828 2.3726 -0.9383 0.1339 3.1996 0.3635 0.4139 0.1562 1.4729 0.0382 1.1562 0.0714 -#> 325: 92.2071 -5.8212 -0.0828 2.3727 -0.9383 0.1339 3.1921 0.3636 0.4135 0.1563 1.4733 0.0382 1.1580 0.0713 -#> 326: 92.2083 -5.8201 -0.0826 2.3728 -0.9382 0.1340 3.1888 0.3639 0.4134 0.1562 1.4734 0.0382 1.1587 0.0713 -#> 327: 92.2095 -5.8185 -0.0825 2.3729 -0.9379 0.1340 3.1831 0.3641 0.4134 0.1562 1.4737 0.0382 1.1592 0.0713 -#> 328: 92.2105 -5.8188 -0.0823 2.3731 -0.9379 0.1338 3.1836 0.3643 0.4132 0.1561 1.4736 0.0383 1.1589 0.0713 -#> 329: 92.2115 -5.8182 -0.0821 2.3732 -0.9381 0.1339 3.1807 0.3646 0.4129 0.1561 1.4737 0.0383 1.1585 0.0713 -#> 330: 92.2127 -5.8181 -0.0819 2.3734 -0.9381 0.1338 3.1827 0.3648 0.4127 0.1563 1.4735 0.0383 1.1578 0.0714 -#> 331: 92.2134 -5.8180 -0.0815 2.3739 -0.9381 0.1340 3.1837 0.3647 0.4128 0.1566 1.4735 0.0383 1.1575 0.0714 -#> 332: 92.2136 -5.8184 -0.0811 2.3746 -0.9379 0.1340 3.1847 0.3647 0.4130 0.1570 1.4728 0.0384 1.1577 0.0714 -#> 333: 92.2133 -5.8180 -0.0807 2.3753 -0.9376 0.1340 3.1853 0.3646 0.4132 0.1572 1.4725 0.0384 1.1573 0.0714 -#> 334: 92.2136 -5.8173 -0.0803 2.3760 -0.9374 0.1342 3.1838 0.3645 0.4133 0.1576 1.4720 0.0385 1.1570 0.0714 -#> 335: 92.2139 -5.8187 -0.0800 2.3769 -0.9372 0.1344 3.1947 0.3643 0.4135 0.1576 1.4714 0.0386 1.1567 0.0714 -#> 336: 92.2134 -5.8198 -0.0796 2.3777 -0.9370 0.1348 3.2008 0.3641 0.4135 0.1577 1.4706 0.0387 1.1557 0.0714 -#> 337: 92.2130 -5.8201 -0.0792 2.3784 -0.9370 0.1357 3.2050 0.3640 0.4137 0.1579 1.4703 0.0388 1.1558 0.0714 -#> 338: 92.2130 -5.8190 -0.0787 2.3791 -0.9368 0.1362 3.2036 0.3638 0.4139 0.1580 1.4708 0.0388 1.1558 0.0714 -#> 339: 92.2132 -5.8177 -0.0783 2.3798 -0.9368 0.1369 3.2006 0.3637 0.4142 0.1581 1.4712 0.0388 1.1551 0.0714 -#> 340: 92.2137 -5.8167 -0.0778 2.3806 -0.9366 0.1376 3.1984 0.3636 0.4143 0.1581 1.4712 0.0388 1.1540 0.0715 -#> 341: 92.2141 -5.8145 -0.0773 2.3814 -0.9364 0.1378 3.1916 0.3635 0.4142 0.1581 1.4712 0.0389 1.1529 0.0715 -#> 342: 92.2142 -5.8123 -0.0769 2.3821 -0.9364 0.1383 3.1840 0.3634 0.4142 0.1581 1.4718 0.0389 1.1513 0.0716 -#> 343: 92.2139 -5.8109 -0.0764 2.3830 -0.9364 0.1389 3.1806 0.3632 0.4142 0.1581 1.4721 0.0389 1.1501 0.0716 -#> 344: 92.2137 -5.8117 -0.0759 2.3839 -0.9366 0.1390 3.1830 0.3631 0.4144 0.1582 1.4711 0.0390 1.1492 0.0717 -#> 345: 92.2133 -5.8118 -0.0754 2.3849 -0.9368 0.1391 3.1827 0.3630 0.4146 0.1582 1.4703 0.0391 1.1488 0.0717 -#> 346: 92.2127 -5.8113 -0.0748 2.3858 -0.9369 0.1389 3.1793 0.3629 0.4147 0.1581 1.4700 0.0391 1.1475 0.0717 -#> 347: 92.2121 -5.8107 -0.0743 2.3867 -0.9371 0.1386 3.1748 0.3628 0.4149 0.1579 1.4701 0.0392 1.1463 0.0718 -#> 348: 92.2106 -5.8109 -0.0738 2.3876 -0.9374 0.1385 3.1726 0.3626 0.4151 0.1577 1.4704 0.0392 1.1453 0.0719 -#> 349: 92.2096 -5.8111 -0.0732 2.3883 -0.9377 0.1382 3.1703 0.3626 0.4151 0.1575 1.4705 0.0392 1.1448 0.0719 -#> 350: 92.2088 -5.8108 -0.0727 2.3890 -0.9378 0.1380 3.1674 0.3625 0.4152 0.1574 1.4704 0.0392 1.1439 0.0720 -#> 351: 92.2077 -5.8103 -0.0722 2.3899 -0.9379 0.1379 3.1634 0.3623 0.4154 0.1572 1.4701 0.0393 1.1432 0.0720 -#> 352: 92.2069 -5.8103 -0.0718 2.3906 -0.9381 0.1380 3.1626 0.3623 0.4154 0.1570 1.4701 0.0393 1.1425 0.0721 -#> 353: 92.2058 -5.8107 -0.0714 2.3913 -0.9381 0.1382 3.1629 0.3624 0.4154 0.1570 1.4695 0.0394 1.1426 0.0720 -#> 354: 92.2046 -5.8102 -0.0710 2.3921 -0.9381 0.1384 3.1576 0.3624 0.4154 0.1571 1.4691 0.0394 1.1424 0.0720 -#> 355: 92.2034 -5.8084 -0.0707 2.3928 -0.9381 0.1388 3.1501 0.3624 0.4154 0.1570 1.4686 0.0395 1.1414 0.0721 -#> 356: 92.2027 -5.8079 -0.0703 2.3935 -0.9382 0.1392 3.1463 0.3626 0.4155 0.1569 1.4682 0.0396 1.1405 0.0721 -#> 357: 92.2019 -5.8084 -0.0698 2.3943 -0.9382 0.1390 3.1444 0.3628 0.4156 0.1569 1.4665 0.0397 1.1403 0.0721 -#> 358: 92.2014 -5.8085 -0.0694 2.3950 -0.9381 0.1389 3.1413 0.3630 0.4158 0.1569 1.4662 0.0398 1.1398 0.0722 -#> 359: 92.2005 -5.8091 -0.0689 2.3956 -0.9383 0.1387 3.1393 0.3633 0.4159 0.1570 1.4664 0.0398 1.1401 0.0722 -#> 360: 92.1994 -5.8091 -0.0685 2.3962 -0.9385 0.1385 3.1362 0.3635 0.4159 0.1572 1.4664 0.0398 1.1413 0.0722 -#> 361: 92.1983 -5.8094 -0.0682 2.3966 -0.9386 0.1384 3.1340 0.3638 0.4159 0.1573 1.4669 0.0398 1.1420 0.0722 -#> 362: 92.1976 -5.8086 -0.0678 2.3971 -0.9389 0.1380 3.1277 0.3639 0.4160 0.1573 1.4671 0.0398 1.1414 0.0723 -#> 363: 92.1967 -5.8081 -0.0675 2.3976 -0.9389 0.1377 3.1239 0.3641 0.4161 0.1573 1.4669 0.0399 1.1412 0.0723 -#> 364: 92.1960 -5.8073 -0.0671 2.3982 -0.9390 0.1373 3.1208 0.3643 0.4161 0.1572 1.4668 0.0399 1.1411 0.0723 -#> 365: 92.1958 -5.8066 -0.0667 2.3988 -0.9389 0.1369 3.1164 0.3645 0.4160 0.1572 1.4672 0.0399 1.1416 0.0723 -#> 366: 92.1956 -5.8063 -0.0664 2.3992 -0.9390 0.1364 3.1127 0.3650 0.4156 0.1573 1.4674 0.0399 1.1425 0.0723 -#> 367: 92.1952 -5.8056 -0.0661 2.3996 -0.9389 0.1361 3.1082 0.3652 0.4155 0.1574 1.4675 0.0399 1.1416 0.0723 -#> 368: 92.1948 -5.8059 -0.0658 2.4001 -0.9389 0.1359 3.1068 0.3655 0.4154 0.1575 1.4671 0.0399 1.1406 0.0724 -#> 369: 92.1948 -5.8064 -0.0655 2.4005 -0.9388 0.1360 3.1055 0.3658 0.4152 0.1576 1.4669 0.0399 1.1408 0.0724 -#> 370: 92.1951 -5.8072 -0.0652 2.4010 -0.9389 0.1361 3.1060 0.3660 0.4151 0.1576 1.4669 0.0399 1.1406 0.0724 -#> 371: 92.1956 -5.8080 -0.0649 2.4015 -0.9390 0.1362 3.1095 0.3662 0.4150 0.1576 1.4669 0.0400 1.1411 0.0724 -#> 372: 92.1962 -5.8096 -0.0645 2.4020 -0.9390 0.1363 3.1168 0.3665 0.4149 0.1576 1.4667 0.0400 1.1411 0.0724 -#> 373: 92.1968 -5.8098 -0.0642 2.4025 -0.9392 0.1363 3.1154 0.3666 0.4147 0.1576 1.4664 0.0400 1.1418 0.0723 -#> 374: 92.1972 -5.8098 -0.0640 2.4029 -0.9395 0.1363 3.1117 0.3667 0.4146 0.1576 1.4661 0.0401 1.1421 0.0723 -#> 375: 92.1979 -5.8101 -0.0637 2.4032 -0.9397 0.1364 3.1090 0.3668 0.4143 0.1577 1.4654 0.0401 1.1425 0.0723 -#> 376: 92.1981 -5.8106 -0.0635 2.4035 -0.9399 0.1363 3.1084 0.3669 0.4142 0.1576 1.4650 0.0401 1.1423 0.0723 -#> 377: 92.1986 -5.8104 -0.0633 2.4039 -0.9399 0.1360 3.1053 0.3670 0.4142 0.1576 1.4645 0.0402 1.1424 0.0723 -#> 378: 92.1989 -5.8104 -0.0631 2.4043 -0.9399 0.1358 3.1026 0.3671 0.4142 0.1577 1.4638 0.0402 1.1421 0.0723 -#> 379: 92.1990 -5.8114 -0.0628 2.4047 -0.9399 0.1355 3.1068 0.3671 0.4141 0.1577 1.4636 0.0402 1.1413 0.0724 -#> 380: 92.1989 -5.8119 -0.0627 2.4048 -0.9400 0.1351 3.1095 0.3673 0.4136 0.1577 1.4634 0.0402 1.1413 0.0724 -#> 381: 92.1989 -5.8127 -0.0627 2.4048 -0.9400 0.1349 3.1152 0.3676 0.4131 0.1577 1.4631 0.0403 1.1408 0.0723 -#> 382: 92.1994 -5.8126 -0.0627 2.4049 -0.9399 0.1348 3.1188 0.3678 0.4126 0.1576 1.4635 0.0403 1.1403 0.0723 -#> 383: 92.2000 -5.8129 -0.0626 2.4049 -0.9397 0.1346 3.1256 0.3681 0.4120 0.1576 1.4637 0.0403 1.1396 0.0723 -#> 384: 92.2006 -5.8133 -0.0626 2.4050 -0.9396 0.1347 3.1290 0.3683 0.4115 0.1575 1.4641 0.0402 1.1389 0.0723 -#> 385: 92.2015 -5.8131 -0.0626 2.4050 -0.9394 0.1350 3.1287 0.3686 0.4110 0.1575 1.4642 0.0402 1.1382 0.0723 -#> 386: 92.2023 -5.8140 -0.0625 2.4049 -0.9391 0.1349 3.1324 0.3690 0.4104 0.1574 1.4647 0.0402 1.1374 0.0723 -#> 387: 92.2030 -5.8147 -0.0625 2.4050 -0.9390 0.1349 3.1345 0.3693 0.4099 0.1572 1.4652 0.0402 1.1366 0.0724 -#> 388: 92.2040 -5.8157 -0.0625 2.4050 -0.9389 0.1349 3.1381 0.3696 0.4094 0.1570 1.4652 0.0402 1.1362 0.0724 -#> 389: 92.2051 -5.8156 -0.0625 2.4051 -0.9387 0.1349 3.1373 0.3699 0.4090 0.1570 1.4653 0.0402 1.1354 0.0724 -#> 390: 92.2063 -5.8152 -0.0625 2.4051 -0.9386 0.1349 3.1350 0.3702 0.4087 0.1570 1.4655 0.0402 1.1345 0.0725 -#> 391: 92.2076 -5.8160 -0.0625 2.4051 -0.9384 0.1350 3.1380 0.3705 0.4083 0.1571 1.4656 0.0402 1.1341 0.0725 -#> 392: 92.2086 -5.8166 -0.0626 2.4049 -0.9384 0.1349 3.1397 0.3707 0.4081 0.1572 1.4658 0.0402 1.1345 0.0725 -#> 393: 92.2095 -5.8168 -0.0626 2.4047 -0.9383 0.1348 3.1405 0.3708 0.4080 0.1573 1.4659 0.0402 1.1344 0.0725 -#> 394: 92.2107 -5.8174 -0.0627 2.4045 -0.9382 0.1347 3.1433 0.3710 0.4079 0.1575 1.4660 0.0401 1.1342 0.0725 -#> 395: 92.2118 -5.8174 -0.0628 2.4043 -0.9380 0.1346 3.1437 0.3711 0.4078 0.1575 1.4661 0.0401 1.1343 0.0725 -#> 396: 92.2127 -5.8170 -0.0629 2.4041 -0.9379 0.1344 3.1424 0.3712 0.4077 0.1575 1.4664 0.0401 1.1342 0.0725 -#> 397: 92.2137 -5.8161 -0.0630 2.4040 -0.9376 0.1342 3.1386 0.3713 0.4076 0.1577 1.4667 0.0401 1.1341 0.0725 -#> 398: 92.2146 -5.8152 -0.0633 2.4036 -0.9374 0.1341 3.1344 0.3713 0.4075 0.1578 1.4671 0.0401 1.1334 0.0725 -#> 399: 92.2157 -5.8138 -0.0635 2.4032 -0.9373 0.1340 3.1296 0.3714 0.4074 0.1578 1.4678 0.0401 1.1336 0.0726 -#> 400: 92.2165 -5.8131 -0.0638 2.4027 -0.9372 0.1340 3.1262 0.3715 0.4072 0.1579 1.4681 0.0400 1.1332 0.0726 -#> 401: 92.2173 -5.8118 -0.0641 2.4022 -0.9372 0.1341 3.1220 0.3716 0.4069 0.1579 1.4686 0.0400 1.1339 0.0726 -#> 402: 92.2181 -5.8107 -0.0643 2.4018 -0.9370 0.1344 3.1192 0.3718 0.4065 0.1580 1.4694 0.0400 1.1338 0.0726 -#> 403: 92.2190 -5.8099 -0.0646 2.4013 -0.9371 0.1348 3.1166 0.3720 0.4061 0.1581 1.4700 0.0400 1.1344 0.0725 -#> 404: 92.2198 -5.8104 -0.0649 2.4008 -0.9372 0.1348 3.1161 0.3723 0.4058 0.1582 1.4704 0.0399 1.1357 0.0725 -#> 405: 92.2203 -5.8107 -0.0652 2.4004 -0.9372 0.1348 3.1177 0.3725 0.4055 0.1582 1.4705 0.0400 1.1358 0.0724 -#> 406: 92.2204 -5.8103 -0.0653 2.4002 -0.9371 0.1348 3.1157 0.3724 0.4051 0.1582 1.4709 0.0400 1.1361 0.0724 -#> 407: 92.2201 -5.8094 -0.0655 2.4001 -0.9369 0.1348 3.1121 0.3724 0.4048 0.1583 1.4713 0.0400 1.1360 0.0724 -#> 408: 92.2201 -5.8087 -0.0657 2.3999 -0.9368 0.1350 3.1085 0.3724 0.4044 0.1582 1.4714 0.0400 1.1360 0.0723 -#> 409: 92.2201 -5.8083 -0.0658 2.3998 -0.9365 0.1355 3.1073 0.3724 0.4043 0.1582 1.4713 0.0401 1.1358 0.0723 -#> 410: 92.2196 -5.8094 -0.0659 2.3996 -0.9365 0.1361 3.1123 0.3724 0.4041 0.1582 1.4712 0.0401 1.1357 0.0723 -#> 411: 92.2192 -5.8099 -0.0661 2.3994 -0.9366 0.1363 3.1168 0.3724 0.4038 0.1582 1.4715 0.0401 1.1354 0.0723 -#> 412: 92.2187 -5.8105 -0.0662 2.3993 -0.9365 0.1365 3.1215 0.3725 0.4035 0.1582 1.4716 0.0401 1.1359 0.0723 -#> 413: 92.2185 -5.8109 -0.0663 2.3992 -0.9365 0.1367 3.1268 0.3725 0.4031 0.1583 1.4719 0.0401 1.1357 0.0723 -#> 414: 92.2183 -5.8111 -0.0665 2.3987 -0.9365 0.1370 3.1286 0.3727 0.4026 0.1582 1.4724 0.0400 1.1349 0.0723 -#> 415: 92.2181 -5.8122 -0.0667 2.3983 -0.9366 0.1370 3.1351 0.3729 0.4021 0.1581 1.4726 0.0400 1.1341 0.0724 -#> 416: 92.2180 -5.8133 -0.0669 2.3979 -0.9367 0.1372 3.1409 0.3731 0.4015 0.1578 1.4734 0.0400 1.1333 0.0724 -#> 417: 92.2176 -5.8138 -0.0671 2.3976 -0.9368 0.1374 3.1426 0.3733 0.4009 0.1576 1.4739 0.0400 1.1325 0.0724 -#> 418: 92.2173 -5.8150 -0.0673 2.3973 -0.9369 0.1376 3.1479 0.3735 0.4003 0.1575 1.4740 0.0400 1.1316 0.0725 -#> 419: 92.2174 -5.8154 -0.0674 2.3970 -0.9369 0.1375 3.1497 0.3736 0.3998 0.1574 1.4741 0.0400 1.1314 0.0724 -#> 420: 92.2175 -5.8154 -0.0676 2.3968 -0.9369 0.1375 3.1489 0.3737 0.3993 0.1574 1.4742 0.0400 1.1315 0.0724 -#> 421: 92.2176 -5.8154 -0.0678 2.3964 -0.9369 0.1374 3.1485 0.3739 0.3989 0.1573 1.4743 0.0400 1.1312 0.0724 -#> 422: 92.2174 -5.8155 -0.0680 2.3961 -0.9370 0.1375 3.1483 0.3741 0.3985 0.1572 1.4744 0.0400 1.1309 0.0723 -#> 423: 92.2170 -5.8156 -0.0681 2.3958 -0.9371 0.1375 3.1481 0.3742 0.3980 0.1571 1.4741 0.0400 1.1308 0.0723 -#> 424: 92.2169 -5.8168 -0.0683 2.3956 -0.9372 0.1374 3.1524 0.3744 0.3976 0.1571 1.4740 0.0400 1.1316 0.0722 -#> 425: 92.2167 -5.8171 -0.0685 2.3954 -0.9372 0.1373 3.1520 0.3744 0.3972 0.1571 1.4736 0.0401 1.1317 0.0722 -#> 426: 92.2164 -5.8170 -0.0687 2.3951 -0.9372 0.1373 3.1502 0.3745 0.3968 0.1570 1.4734 0.0401 1.1320 0.0722 -#> 427: 92.2166 -5.8169 -0.0688 2.3949 -0.9372 0.1372 3.1480 0.3745 0.3964 0.1570 1.4734 0.0401 1.1317 0.0721 -#> 428: 92.2166 -5.8170 -0.0689 2.3948 -0.9374 0.1371 3.1460 0.3745 0.3959 0.1570 1.4735 0.0401 1.1315 0.0721 -#> 429: 92.2162 -5.8171 -0.0691 2.3946 -0.9374 0.1369 3.1446 0.3745 0.3954 0.1570 1.4736 0.0401 1.1316 0.0721 -#> 430: 92.2158 -5.8178 -0.0692 2.3944 -0.9375 0.1370 3.1464 0.3745 0.3950 0.1570 1.4736 0.0401 1.1314 0.0721 -#> 431: 92.2153 -5.8180 -0.0693 2.3942 -0.9375 0.1371 3.1470 0.3745 0.3946 0.1570 1.4735 0.0401 1.1314 0.0721 -#> 432: 92.2150 -5.8182 -0.0695 2.3940 -0.9375 0.1372 3.1477 0.3746 0.3942 0.1570 1.4735 0.0401 1.1315 0.0721 -#> 433: 92.2145 -5.8189 -0.0696 2.3938 -0.9375 0.1374 3.1512 0.3746 0.3938 0.1571 1.4736 0.0400 1.1323 0.0720 -#> 434: 92.2141 -5.8186 -0.0697 2.3936 -0.9373 0.1376 3.1530 0.3746 0.3933 0.1571 1.4736 0.0400 1.1330 0.0719 -#> 435: 92.2133 -5.8187 -0.0699 2.3934 -0.9373 0.1381 3.1571 0.3747 0.3929 0.1570 1.4738 0.0400 1.1325 0.0720 -#> 436: 92.2129 -5.8180 -0.0700 2.3932 -0.9374 0.1380 3.1544 0.3746 0.3925 0.1570 1.4740 0.0400 1.1332 0.0719 -#> 437: 92.2122 -5.8186 -0.0702 2.3930 -0.9375 0.1380 3.1574 0.3746 0.3921 0.1570 1.4739 0.0400 1.1342 0.0718 -#> 438: 92.2114 -5.8187 -0.0703 2.3928 -0.9376 0.1380 3.1583 0.3745 0.3918 0.1569 1.4740 0.0400 1.1346 0.0718 -#> 439: 92.2104 -5.8181 -0.0705 2.3925 -0.9377 0.1381 3.1568 0.3744 0.3914 0.1568 1.4743 0.0400 1.1352 0.0718 -#> 440: 92.2095 -5.8178 -0.0706 2.3923 -0.9377 0.1381 3.1555 0.3743 0.3910 0.1566 1.4745 0.0400 1.1349 0.0718 -#> 441: 92.2088 -5.8176 -0.0707 2.3923 -0.9378 0.1381 3.1559 0.3742 0.3907 0.1565 1.4748 0.0400 1.1349 0.0718 -#> 442: 92.2081 -5.8172 -0.0708 2.3921 -0.9379 0.1383 3.1539 0.3741 0.3903 0.1564 1.4754 0.0400 1.1350 0.0717 -#> 443: 92.2074 -5.8171 -0.0709 2.3920 -0.9380 0.1387 3.1526 0.3740 0.3901 0.1563 1.4756 0.0400 1.1349 0.0717 -#> 444: 92.2068 -5.8175 -0.0711 2.3918 -0.9380 0.1390 3.1533 0.3739 0.3898 0.1562 1.4758 0.0400 1.1353 0.0717 -#> 445: 92.2061 -5.8180 -0.0712 2.3915 -0.9382 0.1394 3.1529 0.3737 0.3896 0.1562 1.4758 0.0400 1.1355 0.0717 -#> 446: 92.2054 -5.8177 -0.0714 2.3912 -0.9384 0.1398 3.1496 0.3735 0.3894 0.1562 1.4760 0.0399 1.1367 0.0716 -#> 447: 92.2051 -5.8180 -0.0716 2.3910 -0.9385 0.1400 3.1484 0.3734 0.3891 0.1563 1.4762 0.0399 1.1370 0.0715 -#> 448: 92.2053 -5.8189 -0.0717 2.3909 -0.9387 0.1405 3.1499 0.3732 0.3889 0.1563 1.4764 0.0399 1.1377 0.0715 -#> 449: 92.2054 -5.8195 -0.0718 2.3908 -0.9388 0.1411 3.1497 0.3730 0.3887 0.1562 1.4768 0.0399 1.1382 0.0715 -#> 450: 92.2054 -5.8205 -0.0719 2.3906 -0.9390 0.1417 3.1528 0.3728 0.3885 0.1562 1.4769 0.0399 1.1378 0.0715 -#> 451: 92.2053 -5.8213 -0.0720 2.3905 -0.9391 0.1423 3.1544 0.3725 0.3883 0.1561 1.4774 0.0399 1.1379 0.0715 -#> 452: 92.2054 -5.8218 -0.0720 2.3905 -0.9393 0.1426 3.1541 0.3722 0.3882 0.1560 1.4779 0.0398 1.1378 0.0715 -#> 453: 92.2054 -5.8217 -0.0721 2.3903 -0.9395 0.1428 3.1530 0.3721 0.3880 0.1559 1.4785 0.0398 1.1378 0.0715 -#> 454: 92.2053 -5.8214 -0.0722 2.3901 -0.9395 0.1431 3.1508 0.3720 0.3878 0.1559 1.4786 0.0398 1.1375 0.0715 -#> 455: 92.2052 -5.8220 -0.0724 2.3898 -0.9396 0.1433 3.1519 0.3720 0.3875 0.1559 1.4791 0.0398 1.1379 0.0715 -#> 456: 92.2053 -5.8230 -0.0727 2.3894 -0.9397 0.1434 3.1544 0.3720 0.3873 0.1560 1.4793 0.0398 1.1384 0.0714 -#> 457: 92.2053 -5.8240 -0.0729 2.3889 -0.9398 0.1437 3.1568 0.3720 0.3869 0.1559 1.4793 0.0398 1.1393 0.0714 -#> 458: 92.2051 -5.8245 -0.0731 2.3885 -0.9399 0.1440 3.1571 0.3721 0.3865 0.1558 1.4797 0.0397 1.1404 0.0713 -#> 459: 92.2045 -5.8246 -0.0732 2.3882 -0.9402 0.1442 3.1562 0.3721 0.3862 0.1558 1.4801 0.0397 1.1407 0.0713 -#> 460: 92.2040 -5.8244 -0.0734 2.3878 -0.9403 0.1442 3.1536 0.3722 0.3859 0.1558 1.4806 0.0397 1.1406 0.0713 -#> 461: 92.2030 -5.8245 -0.0736 2.3874 -0.9404 0.1444 3.1517 0.3722 0.3856 0.1557 1.4811 0.0397 1.1412 0.0713 -#> 462: 92.2022 -5.8253 -0.0738 2.3870 -0.9405 0.1445 3.1531 0.3723 0.3853 0.1556 1.4817 0.0396 1.1425 0.0712 -#> 463: 92.2014 -5.8260 -0.0740 2.3866 -0.9405 0.1449 3.1545 0.3724 0.3849 0.1556 1.4823 0.0396 1.1441 0.0711 -#> 464: 92.2008 -5.8257 -0.0742 2.3862 -0.9405 0.1453 3.1522 0.3726 0.3845 0.1555 1.4828 0.0396 1.1451 0.0711 -#> 465: 92.2002 -5.8256 -0.0744 2.3859 -0.9404 0.1458 3.1511 0.3727 0.3842 0.1555 1.4830 0.0396 1.1459 0.0710 -#> 466: 92.1997 -5.8256 -0.0747 2.3855 -0.9403 0.1463 3.1516 0.3728 0.3839 0.1555 1.4834 0.0396 1.1476 0.0709 -#> 467: 92.1993 -5.8258 -0.0749 2.3850 -0.9404 0.1468 3.1521 0.3730 0.3836 0.1555 1.4835 0.0395 1.1490 0.0708 -#> 468: 92.1990 -5.8259 -0.0752 2.3846 -0.9404 0.1473 3.1546 0.3731 0.3834 0.1555 1.4837 0.0395 1.1500 0.0708 -#> 469: 92.1987 -5.8263 -0.0753 2.3844 -0.9403 0.1479 3.1598 0.3731 0.3831 0.1555 1.4839 0.0395 1.1504 0.0707 -#> 470: 92.1987 -5.8267 -0.0755 2.3841 -0.9403 0.1482 3.1611 0.3730 0.3829 0.1555 1.4839 0.0395 1.1496 0.0708 -#> 471: 92.1987 -5.8269 -0.0756 2.3839 -0.9404 0.1482 3.1627 0.3730 0.3826 0.1555 1.4839 0.0395 1.1492 0.0708 -#> 472: 92.1983 -5.8269 -0.0758 2.3838 -0.9403 0.1480 3.1618 0.3729 0.3823 0.1555 1.4839 0.0395 1.1493 0.0708 -#> 473: 92.1980 -5.8264 -0.0760 2.3836 -0.9402 0.1478 3.1602 0.3728 0.3820 0.1554 1.4839 0.0395 1.1489 0.0708 -#> 474: 92.1976 -5.8256 -0.0762 2.3834 -0.9402 0.1475 3.1565 0.3727 0.3818 0.1554 1.4842 0.0395 1.1487 0.0708 -#> 475: 92.1971 -5.8252 -0.0763 2.3832 -0.9402 0.1473 3.1543 0.3726 0.3816 0.1553 1.4845 0.0395 1.1487 0.0707 -#> 476: 92.1965 -5.8250 -0.0765 2.3830 -0.9402 0.1469 3.1523 0.3725 0.3814 0.1552 1.4846 0.0395 1.1484 0.0707 -#> 477: 92.1960 -5.8242 -0.0766 2.3827 -0.9402 0.1465 3.1483 0.3724 0.3811 0.1552 1.4849 0.0395 1.1483 0.0708 -#> 478: 92.1955 -5.8236 -0.0767 2.3826 -0.9402 0.1463 3.1447 0.3722 0.3808 0.1553 1.4854 0.0395 1.1481 0.0708 -#> 479: 92.1952 -5.8232 -0.0769 2.3824 -0.9401 0.1462 3.1421 0.3722 0.3805 0.1554 1.4857 0.0395 1.1478 0.0708 -#> 480: 92.1948 -5.8235 -0.0770 2.3822 -0.9400 0.1461 3.1426 0.3721 0.3803 0.1554 1.4862 0.0395 1.1478 0.0708 -#> 481: 92.1947 -5.8240 -0.0772 2.3820 -0.9399 0.1459 3.1455 0.3721 0.3801 0.1554 1.4868 0.0395 1.1483 0.0708 -#> 482: 92.1948 -5.8244 -0.0774 2.3817 -0.9399 0.1456 3.1476 0.3720 0.3799 0.1553 1.4873 0.0395 1.1488 0.0708 -#> 483: 92.1944 -5.8247 -0.0776 2.3815 -0.9397 0.1455 3.1487 0.3719 0.3797 0.1553 1.4876 0.0394 1.1494 0.0708 -#> 484: 92.1941 -5.8249 -0.0778 2.3811 -0.9396 0.1454 3.1493 0.3719 0.3795 0.1554 1.4879 0.0394 1.1501 0.0707 -#> 485: 92.1940 -5.8252 -0.0780 2.3809 -0.9396 0.1453 3.1501 0.3718 0.3793 0.1554 1.4881 0.0394 1.1503 0.0707 -#> 486: 92.1936 -5.8249 -0.0781 2.3807 -0.9395 0.1453 3.1486 0.3717 0.3792 0.1554 1.4884 0.0394 1.1508 0.0707 -#> 487: 92.1935 -5.8248 -0.0783 2.3804 -0.9394 0.1453 3.1485 0.3716 0.3791 0.1553 1.4887 0.0393 1.1507 0.0707 -#> 488: 92.1932 -5.8246 -0.0785 2.3800 -0.9394 0.1454 3.1478 0.3715 0.3788 0.1552 1.4892 0.0393 1.1510 0.0707 -#> 489: 92.1931 -5.8241 -0.0787 2.3796 -0.9394 0.1455 3.1468 0.3715 0.3787 0.1551 1.4895 0.0393 1.1514 0.0706 -#> 490: 92.1934 -5.8242 -0.0790 2.3793 -0.9393 0.1456 3.1478 0.3715 0.3786 0.1551 1.4898 0.0393 1.1528 0.0706 -#> 491: 92.1936 -5.8241 -0.0792 2.3788 -0.9392 0.1455 3.1472 0.3715 0.3785 0.1551 1.4900 0.0393 1.1533 0.0706 -#> 492: 92.1940 -5.8234 -0.0794 2.3783 -0.9391 0.1455 3.1449 0.3714 0.3783 0.1551 1.4903 0.0392 1.1538 0.0705 -#> 493: 92.1943 -5.8230 -0.0797 2.3779 -0.9390 0.1455 3.1426 0.3714 0.3783 0.1552 1.4907 0.0392 1.1541 0.0705 -#> 494: 92.1946 -5.8226 -0.0799 2.3774 -0.9390 0.1458 3.1405 0.3713 0.3782 0.1551 1.4911 0.0392 1.1541 0.0706 -#> 495: 92.1948 -5.8219 -0.0802 2.3770 -0.9391 0.1459 3.1366 0.3712 0.3782 0.1551 1.4916 0.0392 1.1543 0.0706 -#> 496: 92.1948 -5.8213 -0.0804 2.3766 -0.9392 0.1460 3.1331 0.3711 0.3781 0.1552 1.4920 0.0392 1.1556 0.0705 -#> 497: 92.1949 -5.8213 -0.0806 2.3762 -0.9393 0.1462 3.1326 0.3711 0.3780 0.1553 1.4923 0.0391 1.1564 0.0705 -#> 498: 92.1950 -5.8215 -0.0808 2.3758 -0.9394 0.1462 3.1331 0.3710 0.3779 0.1553 1.4926 0.0391 1.1568 0.0705 -#> 499: 92.1953 -5.8219 -0.0810 2.3754 -0.9395 0.1461 3.1343 0.3709 0.3778 0.1554 1.4929 0.0391 1.1567 0.0705 -#> 500: 92.1957 -5.8232 -0.0812 2.3751 -0.9395 0.1459 3.1411 0.3709 0.3776 0.1554 1.4931 0.0391 1.1575 0.0705</div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT"</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_fomc_sfo_focei_obs_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"FOMC-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - error_model <span class='op'>=</span> <span class='st'>"obs_tc"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha | -#> |.....................| log_beta |sigma_low_parent |rsd_high_parent |sigma_low_A1 | -#> |.....................|rsd_high_A1 | o1 | o2 | o3 | -#> <span style='text-decoration: underline;'>|.....................| o4 | o5 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 500.20030 | 1.000 | -1.000 | -0.9113 | -0.8944 | -#> |.....................| -0.8454 | -0.8678 | -0.8916 | -0.8678 | -#> |.....................| -0.8916 | -0.8767 | -0.8743 | -0.8675 | -#> <span style='text-decoration: underline;'>|.....................| -0.8704 | -0.8704 |...........|...........|</span> -#> | U| 500.2003 | 93.00 | -5.300 | -0.9400 | -0.1100 | -#> |.....................| 2.300 | 1.200 | 0.03000 | 1.200 | -#> |.....................| 0.03000 | 0.7598 | 0.8758 | 1.214 | -#> <span style='text-decoration: underline;'>|.....................| 1.068 | 1.071 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 500.2003</span> | 93.00 | 0.004992 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.200 | 0.03000 | 1.200 | -#> |.....................| 0.03000 | 0.7598 | 0.8758 | 1.214 | -#> <span style='text-decoration: underline;'>|.....................| 1.068 | 1.071 |...........|...........|</span> -#> | G| Gill Diff. | 48.88 | 2.383 | 0.1231 | 0.1986 | -#> |.....................| 0.1571 | -68.85 | -20.11 | 3.616 | -#> |.....................| -2.292 | 0.6250 | 11.41 | -12.48 | -#> <span style='text-decoration: underline;'>|.....................| -9.903 | -10.91 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 2737.7532 | 0.4556 | -1.027 | -0.9127 | -0.8966 | -#> |.....................| -0.8471 | -0.1009 | -0.6676 | -0.9080 | -#> |.....................| -0.8660 | -0.8837 | -1.001 | -0.7285 | -#> <span style='text-decoration: underline;'>|.....................| -0.7601 | -0.7489 |...........|...........|</span> -#> | U| 2737.7532 | 42.37 | -5.327 | -0.9413 | -0.1122 | -#> |.....................| 2.298 | 1.660 | 0.03336 | 1.176 | -#> |.....................| 0.03038 | 0.7545 | 0.7645 | 1.383 | -#> <span style='text-decoration: underline;'>|.....................| 1.185 | 1.201 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 2737.7532</span> | 42.37 | 0.004861 | 0.2806 | 0.8939 | -#> |.....................| 9.957 | 1.660 | 0.03336 | 1.176 | -#> |.....................| 0.03038 | 0.7545 | 0.7645 | 1.383 | -#> <span style='text-decoration: underline;'>|.....................| 1.185 | 1.201 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 513.07755 | 0.9456 | -1.003 | -0.9114 | -0.8946 | -#> |.....................| -0.8455 | -0.7911 | -0.8692 | -0.8718 | -#> |.....................| -0.8890 | -0.8774 | -0.8871 | -0.8536 | -#> <span style='text-decoration: underline;'>|.....................| -0.8594 | -0.8582 |...........|...........|</span> -#> | U| 513.07755 | 87.94 | -5.303 | -0.9401 | -0.1102 | -#> |.....................| 2.300 | 1.246 | 0.03034 | 1.198 | -#> |.....................| 0.03004 | 0.7593 | 0.8646 | 1.231 | -#> <span style='text-decoration: underline;'>|.....................| 1.079 | 1.084 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 513.07755</span> | 87.94 | 0.004978 | 0.2809 | 0.8956 | -#> |.....................| 9.972 | 1.246 | 0.03034 | 1.198 | -#> |.....................| 0.03004 | 0.7593 | 0.8646 | 1.231 | -#> <span style='text-decoration: underline;'>|.....................| 1.079 | 1.084 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 499.28604 | 0.9888 | -1.001 | -0.9113 | -0.8945 | -#> |.....................| -0.8454 | -0.8520 | -0.8870 | -0.8686 | -#> |.....................| -0.8910 | -0.8769 | -0.8770 | -0.8646 | -#> <span style='text-decoration: underline;'>|.....................| -0.8682 | -0.8679 |...........|...........|</span> -#> | U| 499.28604 | 91.96 | -5.301 | -0.9400 | -0.1100 | -#> |.....................| 2.300 | 1.209 | 0.03007 | 1.200 | -#> |.....................| 0.03001 | 0.7597 | 0.8735 | 1.218 | -#> <span style='text-decoration: underline;'>|.....................| 1.070 | 1.074 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 499.28604</span> | 91.96 | 0.004989 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.209 | 0.03007 | 1.200 | -#> |.....................| 0.03001 | 0.7597 | 0.8735 | 1.218 | -#> <span style='text-decoration: underline;'>|.....................| 1.070 | 1.074 |...........|...........|</span> -#> | F| Forward Diff. | -111.5 | 2.236 | -0.2057 | 0.1035 | -#> |.....................| -0.1971 | -66.17 | -21.17 | 4.107 | -#> |.....................| -1.586 | 1.583 | 8.991 | -11.70 | -#> <span style='text-decoration: underline;'>|.....................| -9.625 | -10.49 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 497.76004 | 1.001 | -1.001 | -0.9113 | -0.8945 | -#> |.....................| -0.8454 | -0.8366 | -0.8822 | -0.8695 | -#> |.....................| -0.8906 | -0.8771 | -0.8792 | -0.8619 | -#> <span style='text-decoration: underline;'>|.....................| -0.8660 | -0.8654 |...........|...........|</span> -#> | U| 497.76004 | 93.05 | -5.301 | -0.9400 | -0.1101 | -#> |.....................| 2.300 | 1.219 | 0.03014 | 1.199 | -#> |.....................| 0.03001 | 0.7595 | 0.8715 | 1.221 | -#> <span style='text-decoration: underline;'>|.....................| 1.072 | 1.076 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 497.76004</span> | 93.05 | 0.004986 | 0.2809 | 0.8958 | -#> |.....................| 9.974 | 1.219 | 0.03014 | 1.199 | -#> |.....................| 0.03001 | 0.7595 | 0.8715 | 1.221 | -#> <span style='text-decoration: underline;'>|.....................| 1.072 | 1.076 |...........|...........|</span> -#> | F| Forward Diff. | 56.91 | 2.356 | 0.1468 | 0.2109 | -#> |.....................| 0.1761 | -64.61 | -18.67 | 3.291 | -#> |.....................| -1.680 | 1.108 | 8.338 | -11.70 | -#> <span style='text-decoration: underline;'>|.....................| -9.518 | -10.47 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 496.73820 | 0.9899 | -1.002 | -0.9113 | -0.8945 | -#> |.....................| -0.8454 | -0.8205 | -0.8775 | -0.8703 | -#> |.....................| -0.8902 | -0.8774 | -0.8813 | -0.8590 | -#> <span style='text-decoration: underline;'>|.....................| -0.8636 | -0.8628 |...........|...........|</span> -#> | U| 496.7382 | 92.06 | -5.302 | -0.9400 | -0.1101 | -#> |.....................| 2.300 | 1.228 | 0.03021 | 1.198 | -#> |.....................| 0.03002 | 0.7593 | 0.8696 | 1.225 | -#> <span style='text-decoration: underline;'>|.....................| 1.075 | 1.079 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 496.7382</span> | 92.06 | 0.004983 | 0.2809 | 0.8957 | -#> |.....................| 9.974 | 1.228 | 0.03021 | 1.198 | -#> |.....................| 0.03002 | 0.7593 | 0.8696 | 1.225 | -#> <span style='text-decoration: underline;'>|.....................| 1.075 | 1.079 |...........|...........|</span> -#> | F| Forward Diff. | -94.52 | 2.222 | -0.1721 | 0.1131 | -#> |.....................| -0.1712 | -62.76 | -19.55 | 3.974 | -#> |.....................| -1.718 | 1.304 | 7.360 | -11.47 | -#> <span style='text-decoration: underline;'>|.....................| -9.402 | -10.21 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 495.33979 | 1.001 | -1.002 | -0.9113 | -0.8946 | -#> |.....................| -0.8454 | -0.8044 | -0.8726 | -0.8713 | -#> |.....................| -0.8897 | -0.8777 | -0.8834 | -0.8560 | -#> <span style='text-decoration: underline;'>|.....................| -0.8612 | -0.8602 |...........|...........|</span> -#> | U| 495.33979 | 93.05 | -5.302 | -0.9400 | -0.1102 | -#> |.....................| 2.300 | 1.238 | 0.03028 | 1.198 | -#> |.....................| 0.03003 | 0.7591 | 0.8679 | 1.228 | -#> <span style='text-decoration: underline;'>|.....................| 1.077 | 1.082 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 495.33979</span> | 93.05 | 0.004981 | 0.2809 | 0.8957 | -#> |.....................| 9.974 | 1.238 | 0.03028 | 1.198 | -#> |.....................| 0.03003 | 0.7591 | 0.8679 | 1.228 | -#> <span style='text-decoration: underline;'>|.....................| 1.077 | 1.082 |...........|...........|</span> -#> | F| Forward Diff. | 56.11 | 2.327 | 0.1520 | 0.2091 | -#> |.....................| 0.1742 | -61.13 | -17.23 | 3.435 | -#> |.....................| -1.620 | 1.132 | 9.399 | -11.44 | -#> <span style='text-decoration: underline;'>|.....................| -9.328 | -10.19 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 494.31617 | 0.9904 | -1.003 | -0.9113 | -0.8946 | -#> |.....................| -0.8455 | -0.7881 | -0.8680 | -0.8722 | -#> |.....................| -0.8893 | -0.8780 | -0.8859 | -0.8530 | -#> <span style='text-decoration: underline;'>|.....................| -0.8587 | -0.8575 |...........|...........|</span> -#> | U| 494.31617 | 92.11 | -5.303 | -0.9400 | -0.1102 | -#> |.....................| 2.300 | 1.248 | 0.03035 | 1.197 | -#> |.....................| 0.03003 | 0.7589 | 0.8657 | 1.232 | -#> <span style='text-decoration: underline;'>|.....................| 1.080 | 1.085 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 494.31617</span> | 92.11 | 0.004977 | 0.2809 | 0.8956 | -#> |.....................| 9.973 | 1.248 | 0.03035 | 1.197 | -#> |.....................| 0.03003 | 0.7589 | 0.8657 | 1.232 | -#> <span style='text-decoration: underline;'>|.....................| 1.080 | 1.085 |...........|...........|</span> -#> | F| Forward Diff. | -86.81 | 2.198 | -0.1566 | 0.1238 | -#> |.....................| -0.1638 | -59.37 | -18.02 | 4.057 | -#> |.....................| -1.591 | 1.325 | 8.479 | -11.19 | -#> <span style='text-decoration: underline;'>|.....................| -9.201 | -9.937 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 493.00423 | 1.001 | -1.003 | -0.9113 | -0.8947 | -#> |.....................| -0.8454 | -0.7718 | -0.8631 | -0.8732 | -#> |.....................| -0.8888 | -0.8783 | -0.8883 | -0.8499 | -#> <span style='text-decoration: underline;'>|.....................| -0.8562 | -0.8548 |...........|...........|</span> -#> | U| 493.00423 | 93.05 | -5.303 | -0.9400 | -0.1103 | -#> |.....................| 2.300 | 1.258 | 0.03043 | 1.197 | -#> |.....................| 0.03004 | 0.7586 | 0.8635 | 1.236 | -#> <span style='text-decoration: underline;'>|.....................| 1.083 | 1.088 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 493.00423</span> | 93.05 | 0.004974 | 0.2809 | 0.8956 | -#> |.....................| 9.974 | 1.258 | 0.03043 | 1.197 | -#> |.....................| 0.03004 | 0.7586 | 0.8635 | 1.236 | -#> <span style='text-decoration: underline;'>|.....................| 1.083 | 1.088 |...........|...........|</span> -#> | F| Forward Diff. | 54.84 | 2.286 | 0.1404 | 0.2142 | -#> |.....................| 0.1628 | -57.96 | -15.94 | 3.372 | -#> |.....................| -1.642 | 1.184 | 9.036 | -11.17 | -#> <span style='text-decoration: underline;'>|.....................| -9.110 | -9.901 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 491.99601 | 0.9908 | -1.004 | -0.9114 | -0.8947 | -#> |.....................| -0.8455 | -0.7552 | -0.8585 | -0.8742 | -#> |.....................| -0.8884 | -0.8786 | -0.8910 | -0.8467 | -#> <span style='text-decoration: underline;'>|.....................| -0.8536 | -0.8520 |...........|...........|</span> -#> | U| 491.99601 | 92.15 | -5.304 | -0.9401 | -0.1103 | -#> |.....................| 2.300 | 1.268 | 0.03050 | 1.196 | -#> |.....................| 0.03005 | 0.7584 | 0.8612 | 1.239 | -#> <span style='text-decoration: underline;'>|.....................| 1.085 | 1.091 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 491.99601</span> | 92.15 | 0.004971 | 0.2809 | 0.8956 | -#> |.....................| 9.973 | 1.268 | 0.03050 | 1.196 | -#> |.....................| 0.03005 | 0.7584 | 0.8612 | 1.239 | -#> <span style='text-decoration: underline;'>|.....................| 1.085 | 1.091 |...........|...........|</span> -#> | F| Forward Diff. | -80.67 | 2.171 | -0.1367 | 0.1256 | -#> |.....................| -0.1610 | -56.13 | -16.61 | 4.047 | -#> |.....................| -1.607 | 1.226 | 8.142 | -10.92 | -#> <span style='text-decoration: underline;'>|.....................| -8.982 | -9.644 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 490.76421 | 1.000 | -1.005 | -0.9113 | -0.8948 | -#> |.....................| -0.8455 | -0.7388 | -0.8538 | -0.8754 | -#> |.....................| -0.8879 | -0.8790 | -0.8935 | -0.8435 | -#> <span style='text-decoration: underline;'>|.....................| -0.8510 | -0.8492 |...........|...........|</span> -#> | U| 490.76421 | 93.04 | -5.305 | -0.9401 | -0.1104 | -#> |.....................| 2.300 | 1.277 | 0.03057 | 1.195 | -#> |.....................| 0.03006 | 0.7581 | 0.8590 | 1.243 | -#> <span style='text-decoration: underline;'>|.....................| 1.088 | 1.094 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 490.76421</span> | 93.04 | 0.004968 | 0.2809 | 0.8955 | -#> |.....................| 9.973 | 1.277 | 0.03057 | 1.195 | -#> |.....................| 0.03006 | 0.7581 | 0.8590 | 1.243 | -#> <span style='text-decoration: underline;'>|.....................| 1.088 | 1.094 |...........|...........|</span> -#> | F| Forward Diff. | 54.34 | 2.256 | 0.1715 | 0.2224 | -#> |.....................| 0.1653 | -54.87 | -14.72 | 3.299 | -#> |.....................| -1.777 | 1.023 | 8.651 | -10.90 | -#> <span style='text-decoration: underline;'>|.....................| -8.887 | -9.594 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 489.76286 | 0.9913 | -1.005 | -0.9114 | -0.8948 | -#> |.....................| -0.8455 | -0.7220 | -0.8492 | -0.8764 | -#> |.....................| -0.8873 | -0.8793 | -0.8962 | -0.8402 | -#> <span style='text-decoration: underline;'>|.....................| -0.8483 | -0.8462 |...........|...........|</span> -#> | U| 489.76286 | 92.19 | -5.305 | -0.9401 | -0.1104 | -#> |.....................| 2.300 | 1.287 | 0.03063 | 1.195 | -#> |.....................| 0.03006 | 0.7579 | 0.8566 | 1.247 | -#> <span style='text-decoration: underline;'>|.....................| 1.091 | 1.097 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 489.76286</span> | 92.19 | 0.004965 | 0.2809 | 0.8955 | -#> |.....................| 9.973 | 1.287 | 0.03063 | 1.195 | -#> |.....................| 0.03006 | 0.7579 | 0.8566 | 1.247 | -#> <span style='text-decoration: underline;'>|.....................| 1.091 | 1.097 |...........|...........|</span> -#> | F| Forward Diff. | -73.18 | 2.145 | -0.1190 | 0.1261 | -#> |.....................| -0.1580 | -53.08 | -15.27 | 4.015 | -#> |.....................| -1.639 | 1.110 | 7.813 | -10.65 | -#> <span style='text-decoration: underline;'>|.....................| -8.743 | -9.338 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 488.61493 | 1.000 | -1.006 | -0.9114 | -0.8949 | -#> |.....................| -0.8455 | -0.7053 | -0.8446 | -0.8776 | -#> |.....................| -0.8867 | -0.8796 | -0.8989 | -0.8368 | -#> <span style='text-decoration: underline;'>|.....................| -0.8455 | -0.8433 |...........|...........|</span> -#> | U| 488.61493 | 93.04 | -5.306 | -0.9401 | -0.1105 | -#> |.....................| 2.300 | 1.297 | 0.03070 | 1.194 | -#> |.....................| 0.03007 | 0.7577 | 0.8543 | 1.252 | -#> <span style='text-decoration: underline;'>|.....................| 1.094 | 1.100 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 488.61493</span> | 93.04 | 0.004961 | 0.2809 | 0.8954 | -#> |.....................| 9.973 | 1.297 | 0.03070 | 1.194 | -#> |.....................| 0.03007 | 0.7577 | 0.8543 | 1.252 | -#> <span style='text-decoration: underline;'>|.....................| 1.094 | 1.100 |...........|...........|</span> -#> | F| Forward Diff. | 54.41 | 2.230 | 0.1889 | 0.2376 | -#> |.....................| 0.1637 | -52.01 | -13.54 | 3.223 | -#> |.....................| -1.937 | 0.8847 | 10.07 | -10.59 | -#> <span style='text-decoration: underline;'>|.....................| -8.650 | -9.282 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 487.61806 | 0.9919 | -1.007 | -0.9114 | -0.8949 | -#> |.....................| -0.8455 | -0.6884 | -0.8402 | -0.8788 | -#> |.....................| -0.8861 | -0.8798 | -0.9022 | -0.8333 | -#> <span style='text-decoration: underline;'>|.....................| -0.8427 | -0.8402 |...........|...........|</span> -#> | U| 487.61806 | 92.24 | -5.307 | -0.9401 | -0.1105 | -#> |.....................| 2.300 | 1.308 | 0.03077 | 1.193 | -#> |.....................| 0.03008 | 0.7575 | 0.8514 | 1.256 | -#> <span style='text-decoration: underline;'>|.....................| 1.097 | 1.103 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 487.61806</span> | 92.24 | 0.004958 | 0.2809 | 0.8953 | -#> |.....................| 9.973 | 1.308 | 0.03077 | 1.193 | -#> |.....................| 0.03008 | 0.7575 | 0.8514 | 1.256 | -#> <span style='text-decoration: underline;'>|.....................| 1.097 | 1.103 |...........|...........|</span> -#> | F| Forward Diff. | -64.97 | 2.116 | -0.09941 | 0.1372 | -#> |.....................| -0.1475 | -50.35 | -14.02 | 3.916 | -#> |.....................| -1.790 | 0.8979 | 9.163 | -10.32 | -#> <span style='text-decoration: underline;'>|.....................| -8.505 | -9.022 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 486.55968 | 1.001 | -1.008 | -0.9114 | -0.8950 | -#> |.....................| -0.8455 | -0.6717 | -0.8358 | -0.8800 | -#> |.....................| -0.8854 | -0.8801 | -0.9058 | -0.8297 | -#> <span style='text-decoration: underline;'>|.....................| -0.8398 | -0.8372 |...........|...........|</span> -#> | U| 486.55968 | 93.05 | -5.308 | -0.9401 | -0.1106 | -#> |.....................| 2.300 | 1.318 | 0.03084 | 1.193 | -#> |.....................| 0.03009 | 0.7573 | 0.8482 | 1.260 | -#> <span style='text-decoration: underline;'>|.....................| 1.100 | 1.107 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 486.55968</span> | 93.05 | 0.004954 | 0.2809 | 0.8953 | -#> |.....................| 9.973 | 1.318 | 0.03084 | 1.193 | -#> |.....................| 0.03009 | 0.7573 | 0.8482 | 1.260 | -#> <span style='text-decoration: underline;'>|.....................| 1.100 | 1.107 |...........|...........|</span> -#> | F| Forward Diff. | 55.08 | 2.188 | 0.1916 | 0.2341 | -#> |.....................| 0.1660 | -48.95 | -12.27 | 3.347 | -#> |.....................| -1.726 | 0.9589 | 6.446 | -10.30 | -#> <span style='text-decoration: underline;'>|.....................| -8.390 | -8.950 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 485.60262 | 0.9920 | -1.008 | -0.9115 | -0.8951 | -#> |.....................| -0.8455 | -0.6547 | -0.8316 | -0.8813 | -#> |.....................| -0.8847 | -0.8804 | -0.9083 | -0.8260 | -#> <span style='text-decoration: underline;'>|.....................| -0.8367 | -0.8340 |...........|...........|</span> -#> | U| 485.60262 | 92.26 | -5.308 | -0.9402 | -0.1107 | -#> |.....................| 2.300 | 1.328 | 0.03090 | 1.192 | -#> |.....................| 0.03010 | 0.7571 | 0.8460 | 1.265 | -#> <span style='text-decoration: underline;'>|.....................| 1.104 | 1.110 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 485.60262</span> | 92.26 | 0.004950 | 0.2809 | 0.8952 | -#> |.....................| 9.973 | 1.328 | 0.03090 | 1.192 | -#> |.....................| 0.03010 | 0.7571 | 0.8460 | 1.265 | -#> <span style='text-decoration: underline;'>|.....................| 1.104 | 1.110 |...........|...........|</span> -#> | F| Forward Diff. | -62.47 | 2.078 | -0.09882 | 0.1294 | -#> |.....................| -0.1587 | -47.42 | -12.81 | 3.926 | -#> |.....................| -1.683 | 0.9415 | 5.611 | -10.02 | -#> <span style='text-decoration: underline;'>|.....................| -8.237 | -8.679 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 484.58535 | 1.000 | -1.009 | -0.9115 | -0.8952 | -#> |.....................| -0.8455 | -0.6375 | -0.8274 | -0.8829 | -#> |.....................| -0.8840 | -0.8807 | -0.9099 | -0.8222 | -#> <span style='text-decoration: underline;'>|.....................| -0.8336 | -0.8307 |...........|...........|</span> -#> | U| 484.58535 | 93.02 | -5.309 | -0.9402 | -0.1107 | -#> |.....................| 2.300 | 1.338 | 0.03096 | 1.191 | -#> |.....................| 0.03011 | 0.7568 | 0.8446 | 1.269 | -#> <span style='text-decoration: underline;'>|.....................| 1.107 | 1.114 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 484.58535</span> | 93.02 | 0.004946 | 0.2809 | 0.8952 | -#> |.....................| 9.973 | 1.338 | 0.03096 | 1.191 | -#> |.....................| 0.03011 | 0.7568 | 0.8446 | 1.269 | -#> <span style='text-decoration: underline;'>|.....................| 1.107 | 1.114 |...........|...........|</span> -#> | F| Forward Diff. | 50.15 | 2.155 | 0.1960 | 0.2225 | -#> |.....................| 0.1509 | -46.14 | -11.19 | 3.405 | -#> |.....................| -1.652 | 1.035 | 7.536 | -9.951 | -#> <span style='text-decoration: underline;'>|.....................| -8.121 | -8.609 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 18</span>| 483.66860 | 0.9923 | -1.010 | -0.9115 | -0.8952 | -#> |.....................| -0.8455 | -0.6203 | -0.8235 | -0.8844 | -#> |.....................| -0.8833 | -0.8810 | -0.9123 | -0.8182 | -#> <span style='text-decoration: underline;'>|.....................| -0.8303 | -0.8273 |...........|...........|</span> -#> | U| 483.6686 | 92.29 | -5.310 | -0.9402 | -0.1108 | -#> |.....................| 2.300 | 1.348 | 0.03102 | 1.190 | -#> |.....................| 0.03012 | 0.7565 | 0.8425 | 1.274 | -#> <span style='text-decoration: underline;'>|.....................| 1.110 | 1.117 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 483.6686</span> | 92.29 | 0.004942 | 0.2809 | 0.8951 | -#> |.....................| 9.973 | 1.348 | 0.03102 | 1.190 | -#> |.....................| 0.03012 | 0.7565 | 0.8425 | 1.274 | -#> <span style='text-decoration: underline;'>|.....................| 1.110 | 1.117 |...........|...........|</span> -#> | F| Forward Diff. | -57.62 | 2.059 | -0.07549 | 0.1395 | -#> |.....................| -0.1501 | -44.74 | -11.66 | 3.913 | -#> |.....................| -1.664 | 0.8845 | 6.781 | -9.703 | -#> <span style='text-decoration: underline;'>|.....................| -7.961 | -8.325 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 19</span>| 482.71012 | 1.000 | -1.011 | -0.9115 | -0.8953 | -#> |.....................| -0.8455 | -0.6032 | -0.8198 | -0.8861 | -#> |.....................| -0.8825 | -0.8814 | -0.9153 | -0.8141 | -#> <span style='text-decoration: underline;'>|.....................| -0.8270 | -0.8239 |...........|...........|</span> -#> | U| 482.71012 | 93.02 | -5.311 | -0.9402 | -0.1109 | -#> |.....................| 2.300 | 1.359 | 0.03108 | 1.189 | -#> |.....................| 0.03014 | 0.7563 | 0.8399 | 1.279 | -#> <span style='text-decoration: underline;'>|.....................| 1.114 | 1.121 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 482.71012</span> | 93.02 | 0.004937 | 0.2809 | 0.8950 | -#> |.....................| 9.973 | 1.359 | 0.03108 | 1.189 | -#> |.....................| 0.03014 | 0.7563 | 0.8399 | 1.279 | -#> <span style='text-decoration: underline;'>|.....................| 1.114 | 1.121 |...........|...........|</span> -#> | F| Forward Diff. | 48.98 | 2.122 | 0.2043 | 0.2315 | -#> |.....................| 0.1449 | -43.47 | -10.15 | 3.365 | -#> |.....................| -1.703 | 0.9582 | 7.160 | -9.600 | -#> <span style='text-decoration: underline;'>|.....................| -7.838 | -8.245 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 20</span>| 481.83107 | 0.9926 | -1.012 | -0.9116 | -0.8954 | -#> |.....................| -0.8455 | -0.5860 | -0.8164 | -0.8879 | -#> |.....................| -0.8817 | -0.8818 | -0.9184 | -0.8098 | -#> <span style='text-decoration: underline;'>|.....................| -0.8235 | -0.8203 |...........|...........|</span> -#> | U| 481.83107 | 92.31 | -5.312 | -0.9403 | -0.1110 | -#> |.....................| 2.300 | 1.369 | 0.03113 | 1.188 | -#> |.....................| 0.03015 | 0.7560 | 0.8372 | 1.284 | -#> <span style='text-decoration: underline;'>|.....................| 1.118 | 1.125 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 481.83107</span> | 92.31 | 0.004932 | 0.2808 | 0.8949 | -#> |.....................| 9.973 | 1.369 | 0.03113 | 1.188 | -#> |.....................| 0.03015 | 0.7560 | 0.8372 | 1.284 | -#> <span style='text-decoration: underline;'>|.....................| 1.118 | 1.125 |...........|...........|</span> -#> | F| Forward Diff. | -54.27 | 2.027 | -0.06740 | 0.1414 | -#> |.....................| -0.1465 | -41.84 | -10.48 | 3.798 | -#> |.....................| -1.730 | 0.8044 | 6.401 | -9.335 | -#> <span style='text-decoration: underline;'>|.....................| -7.662 | -7.960 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 21</span>| 480.92878 | 1.000 | -1.013 | -0.9117 | -0.8955 | -#> |.....................| -0.8455 | -0.5689 | -0.8133 | -0.8899 | -#> |.....................| -0.8807 | -0.8821 | -0.9215 | -0.8053 | -#> <span style='text-decoration: underline;'>|.....................| -0.8199 | -0.8166 |...........|...........|</span> -#> | U| 480.92878 | 93.01 | -5.313 | -0.9403 | -0.1111 | -#> |.....................| 2.300 | 1.379 | 0.03117 | 1.187 | -#> |.....................| 0.03016 | 0.7557 | 0.8345 | 1.290 | -#> <span style='text-decoration: underline;'>|.....................| 1.122 | 1.129 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 480.92878</span> | 93.01 | 0.004927 | 0.2808 | 0.8948 | -#> |.....................| 9.973 | 1.379 | 0.03117 | 1.187 | -#> |.....................| 0.03016 | 0.7557 | 0.8345 | 1.290 | -#> <span style='text-decoration: underline;'>|.....................| 1.122 | 1.129 |...........|...........|</span> -#> | F| Forward Diff. | 47.18 | 2.077 | 0.1996 | 0.2200 | -#> |.....................| 0.1318 | -41.07 | -9.197 | 3.259 | -#> |.....................| -1.748 | 0.9101 | 6.743 | -9.229 | -#> <span style='text-decoration: underline;'>|.....................| -7.511 | -7.855 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 22</span>| 480.07574 | 0.9930 | -1.014 | -0.9117 | -0.8956 | -#> |.....................| -0.8455 | -0.5517 | -0.8106 | -0.8919 | -#> |.....................| -0.8795 | -0.8825 | -0.9247 | -0.8007 | -#> <span style='text-decoration: underline;'>|.....................| -0.8161 | -0.8129 |...........|...........|</span> -#> | U| 480.07574 | 92.35 | -5.314 | -0.9404 | -0.1112 | -#> |.....................| 2.300 | 1.390 | 0.03121 | 1.186 | -#> |.....................| 0.03018 | 0.7555 | 0.8317 | 1.295 | -#> <span style='text-decoration: underline;'>|.....................| 1.126 | 1.133 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 480.07574</span> | 92.35 | 0.004921 | 0.2808 | 0.8947 | -#> |.....................| 9.973 | 1.390 | 0.03121 | 1.186 | -#> |.....................| 0.03018 | 0.7555 | 0.8317 | 1.295 | -#> <span style='text-decoration: underline;'>|.....................| 1.126 | 1.133 |...........|...........|</span> -#> | F| Forward Diff. | -48.22 | 1.995 | -0.04658 | 0.1415 | -#> |.....................| -0.1316 | -39.56 | -9.522 | 3.639 | -#> |.....................| -1.878 | 0.6154 | 4.556 | -8.937 | -#> <span style='text-decoration: underline;'>|.....................| -7.320 | -7.563 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 23</span>| 479.25211 | 1.000 | -1.015 | -0.9118 | -0.8957 | -#> |.....................| -0.8454 | -0.5343 | -0.8082 | -0.8940 | -#> |.....................| -0.8781 | -0.8826 | -0.9261 | -0.7958 | -#> <span style='text-decoration: underline;'>|.....................| -0.8122 | -0.8090 |...........|...........|</span> -#> | U| 479.25211 | 93.02 | -5.315 | -0.9405 | -0.1113 | -#> |.....................| 2.300 | 1.400 | 0.03125 | 1.184 | -#> |.....................| 0.03020 | 0.7553 | 0.8305 | 1.301 | -#> <span style='text-decoration: underline;'>|.....................| 1.130 | 1.137 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 479.25211</span> | 93.02 | 0.004915 | 0.2808 | 0.8946 | -#> |.....................| 9.974 | 1.400 | 0.03125 | 1.184 | -#> |.....................| 0.03020 | 0.7553 | 0.8305 | 1.301 | -#> <span style='text-decoration: underline;'>|.....................| 1.130 | 1.137 |...........|...........|</span> -#> | F| Forward Diff. | 48.39 | 2.048 | 0.2189 | 0.2175 | -#> |.....................| 0.1393 | -38.80 | -8.286 | 3.169 | -#> |.....................| -1.757 | 0.9021 | 6.456 | -8.802 | -#> <span style='text-decoration: underline;'>|.....................| -7.165 | -7.452 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 24</span>| 478.42395 | 0.9935 | -1.017 | -0.9119 | -0.8959 | -#> |.....................| -0.8454 | -0.5169 | -0.8064 | -0.8963 | -#> |.....................| -0.8766 | -0.8829 | -0.9277 | -0.7908 | -#> <span style='text-decoration: underline;'>|.....................| -0.8081 | -0.8051 |...........|...........|</span> -#> | U| 478.42395 | 92.40 | -5.317 | -0.9406 | -0.1115 | -#> |.....................| 2.300 | 1.411 | 0.03128 | 1.183 | -#> |.....................| 0.03022 | 0.7552 | 0.8290 | 1.307 | -#> <span style='text-decoration: underline;'>|.....................| 1.134 | 1.141 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 478.42395</span> | 92.40 | 0.004909 | 0.2808 | 0.8945 | -#> |.....................| 9.974 | 1.411 | 0.03128 | 1.183 | -#> |.....................| 0.03022 | 0.7552 | 0.8290 | 1.307 | -#> <span style='text-decoration: underline;'>|.....................| 1.134 | 1.141 |...........|...........|</span> -#> | F| Forward Diff. | -41.65 | 1.977 | -0.02866 | 0.1453 | -#> |.....................| -0.1180 | -37.67 | -8.677 | 3.579 | -#> |.....................| -1.774 | 0.6894 | 5.855 | -8.506 | -#> <span style='text-decoration: underline;'>|.....................| -6.962 | -7.153 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 25</span>| 477.65816 | 1.000 | -1.018 | -0.9120 | -0.8960 | -#> |.....................| -0.8454 | -0.4997 | -0.8051 | -0.8988 | -#> |.....................| -0.8750 | -0.8832 | -0.9313 | -0.7859 | -#> <span style='text-decoration: underline;'>|.....................| -0.8042 | -0.8013 |...........|...........|</span> -#> | U| 477.65816 | 93.02 | -5.318 | -0.9406 | -0.1116 | -#> |.....................| 2.300 | 1.421 | 0.03130 | 1.181 | -#> |.....................| 0.03025 | 0.7549 | 0.8259 | 1.313 | -#> <span style='text-decoration: underline;'>|.....................| 1.138 | 1.145 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 477.65816</span> | 93.02 | 0.004901 | 0.2808 | 0.8944 | -#> |.....................| 9.974 | 1.421 | 0.03130 | 1.181 | -#> |.....................| 0.03025 | 0.7549 | 0.8259 | 1.313 | -#> <span style='text-decoration: underline;'>|.....................| 1.138 | 1.145 |...........|...........|</span> -#> | F| Forward Diff. | 47.50 | 2.013 | 0.2278 | 0.2145 | -#> |.....................| 0.1415 | -36.68 | -7.460 | 3.039 | -#> |.....................| -1.807 | 0.8669 | 6.124 | -8.373 | -#> <span style='text-decoration: underline;'>|.....................| -6.814 | -7.074 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 26</span>| 476.87668 | 0.9936 | -1.020 | -0.9121 | -0.8962 | -#> |.....................| -0.8454 | -0.4825 | -0.8047 | -0.9014 | -#> |.....................| -0.8732 | -0.8836 | -0.9351 | -0.7808 | -#> <span style='text-decoration: underline;'>|.....................| -0.8001 | -0.7975 |...........|...........|</span> -#> | U| 476.87668 | 92.41 | -5.320 | -0.9408 | -0.1117 | -#> |.....................| 2.300 | 1.431 | 0.03130 | 1.180 | -#> |.....................| 0.03028 | 0.7546 | 0.8226 | 1.319 | -#> <span style='text-decoration: underline;'>|.....................| 1.143 | 1.149 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 476.87668</span> | 92.41 | 0.004893 | 0.2807 | 0.8943 | -#> |.....................| 9.974 | 1.431 | 0.03130 | 1.180 | -#> |.....................| 0.03028 | 0.7546 | 0.8226 | 1.319 | -#> <span style='text-decoration: underline;'>|.....................| 1.143 | 1.149 |...........|...........|</span> -#> | F| Forward Diff. | -40.64 | 1.935 | -0.02164 | 0.1511 | -#> |.....................| -0.1127 | -35.59 | -7.858 | 3.450 | -#> |.....................| -1.805 | 0.6731 | 3.945 | -8.048 | -#> <span style='text-decoration: underline;'>|.....................| -6.589 | -6.756 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 27</span>| 476.16299 | 1.000 | -1.022 | -0.9123 | -0.8963 | -#> |.....................| -0.8454 | -0.4651 | -0.8047 | -0.9041 | -#> |.....................| -0.8711 | -0.8840 | -0.9355 | -0.7757 | -#> <span style='text-decoration: underline;'>|.....................| -0.7959 | -0.7936 |...........|...........|</span> -#> | U| 476.16299 | 93.01 | -5.322 | -0.9409 | -0.1119 | -#> |.....................| 2.300 | 1.442 | 0.03130 | 1.178 | -#> |.....................| 0.03031 | 0.7543 | 0.8222 | 1.326 | -#> <span style='text-decoration: underline;'>|.....................| 1.147 | 1.153 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 476.16299</span> | 93.01 | 0.004885 | 0.2807 | 0.8941 | -#> |.....................| 9.974 | 1.442 | 0.03130 | 1.178 | -#> |.....................| 0.03031 | 0.7543 | 0.8222 | 1.326 | -#> <span style='text-decoration: underline;'>|.....................| 1.147 | 1.153 |...........|...........|</span> -#> | F| Forward Diff. | 44.38 | 1.982 | 0.2331 | 0.2213 | -#> |.....................| 0.1467 | -34.64 | -6.709 | 2.894 | -#> |.....................| -1.888 | 0.7760 | 4.358 | -7.901 | -#> <span style='text-decoration: underline;'>|.....................| -6.419 | -6.620 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 28</span>| 475.47434 | 0.9938 | -1.024 | -0.9125 | -0.8966 | -#> |.....................| -0.8454 | -0.4477 | -0.8058 | -0.9069 | -#> |.....................| -0.8685 | -0.8844 | -0.9328 | -0.7706 | -#> <span style='text-decoration: underline;'>|.....................| -0.7919 | -0.7898 |...........|...........|</span> -#> | U| 475.47434 | 92.43 | -5.324 | -0.9411 | -0.1122 | -#> |.....................| 2.300 | 1.452 | 0.03129 | 1.177 | -#> |.....................| 0.03035 | 0.7540 | 0.8246 | 1.332 | -#> <span style='text-decoration: underline;'>|.....................| 1.151 | 1.157 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 475.47434</span> | 92.43 | 0.004875 | 0.2807 | 0.8939 | -#> |.....................| 9.974 | 1.452 | 0.03129 | 1.177 | -#> |.....................| 0.03035 | 0.7540 | 0.8246 | 1.332 | -#> <span style='text-decoration: underline;'>|.....................| 1.151 | 1.157 |...........|...........|</span> -#> | F| Forward Diff. | -38.01 | 1.932 | -0.02542 | 0.1483 | -#> |.....................| -0.1147 | -33.71 | -7.114 | 3.216 | -#> |.....................| -1.879 | 0.6267 | 4.067 | -7.573 | -#> <span style='text-decoration: underline;'>|.....................| -6.213 | -6.338 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 29</span>| 474.82575 | 0.9998 | -1.026 | -0.9126 | -0.8968 | -#> |.....................| -0.8454 | -0.4303 | -0.8075 | -0.9096 | -#> |.....................| -0.8656 | -0.8846 | -0.9310 | -0.7657 | -#> <span style='text-decoration: underline;'>|.....................| -0.7878 | -0.7862 |...........|...........|</span> -#> | U| 474.82575 | 92.98 | -5.326 | -0.9413 | -0.1124 | -#> |.....................| 2.300 | 1.462 | 0.03126 | 1.175 | -#> |.....................| 0.03039 | 0.7538 | 0.8261 | 1.338 | -#> <span style='text-decoration: underline;'>|.....................| 1.156 | 1.161 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 474.82575</span> | 92.98 | 0.004864 | 0.2806 | 0.8937 | -#> |.....................| 9.974 | 1.462 | 0.03126 | 1.175 | -#> |.....................| 0.03039 | 0.7538 | 0.8261 | 1.338 | -#> <span style='text-decoration: underline;'>|.....................| 1.156 | 1.161 |...........|...........|</span> -#> | F| Forward Diff. | 40.83 | 1.980 | 0.2123 | 0.2125 | -#> |.....................| 0.1324 | -32.65 | -6.032 | 2.979 | -#> |.....................| -1.922 | 0.7692 | 4.596 | -7.426 | -#> <span style='text-decoration: underline;'>|.....................| -6.058 | -6.217 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 30</span>| 474.18202 | 0.9939 | -1.028 | -0.9128 | -0.8971 | -#> |.....................| -0.8454 | -0.4131 | -0.8106 | -0.9130 | -#> |.....................| -0.8620 | -0.8851 | -0.9307 | -0.7608 | -#> <span style='text-decoration: underline;'>|.....................| -0.7838 | -0.7828 |...........|...........|</span> -#> | U| 474.18202 | 92.44 | -5.328 | -0.9414 | -0.1127 | -#> |.....................| 2.300 | 1.473 | 0.03121 | 1.173 | -#> |.....................| 0.03044 | 0.7535 | 0.8264 | 1.344 | -#> <span style='text-decoration: underline;'>|.....................| 1.160 | 1.165 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 474.18202</span> | 92.44 | 0.004852 | 0.2806 | 0.8935 | -#> |.....................| 9.974 | 1.473 | 0.03121 | 1.173 | -#> |.....................| 0.03044 | 0.7535 | 0.8264 | 1.344 | -#> <span style='text-decoration: underline;'>|.....................| 1.160 | 1.165 |...........|...........|</span> -#> | F| Forward Diff. | -37.33 | 1.920 | -0.03157 | 0.1462 | -#> |.....................| -0.1145 | -31.92 | -6.433 | 3.018 | -#> |.....................| -1.919 | 0.6114 | 5.640 | -7.155 | -#> <span style='text-decoration: underline;'>|.....................| -5.876 | -5.958 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 31</span>| 473.55376 | 0.9995 | -1.031 | -0.9130 | -0.8973 | -#> |.....................| -0.8454 | -0.3971 | -0.8148 | -0.9162 | -#> |.....................| -0.8581 | -0.8855 | -0.9368 | -0.7563 | -#> <span style='text-decoration: underline;'>|.....................| -0.7800 | -0.7797 |...........|...........|</span> -#> | U| 473.55376 | 92.95 | -5.331 | -0.9416 | -0.1129 | -#> |.....................| 2.300 | 1.482 | 0.03115 | 1.171 | -#> |.....................| 0.03050 | 0.7531 | 0.8211 | 1.349 | -#> <span style='text-decoration: underline;'>|.....................| 1.164 | 1.168 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 473.55376</span> | 92.95 | 0.004838 | 0.2806 | 0.8932 | -#> |.....................| 9.974 | 1.482 | 0.03115 | 1.171 | -#> |.....................| 0.03050 | 0.7531 | 0.8211 | 1.349 | -#> <span style='text-decoration: underline;'>|.....................| 1.164 | 1.168 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 32</span>| 472.90182 | 0.9995 | -1.035 | -0.9132 | -0.8977 | -#> |.....................| -0.8453 | -0.3799 | -0.8225 | -0.9204 | -#> |.....................| -0.8527 | -0.8861 | -0.9447 | -0.7510 | -#> <span style='text-decoration: underline;'>|.....................| -0.7757 | -0.7763 |...........|...........|</span> -#> | U| 472.90182 | 92.96 | -5.335 | -0.9418 | -0.1133 | -#> |.....................| 2.300 | 1.493 | 0.03104 | 1.168 | -#> |.....................| 0.03058 | 0.7527 | 0.8141 | 1.356 | -#> <span style='text-decoration: underline;'>|.....................| 1.169 | 1.172 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 472.90182</span> | 92.96 | 0.004819 | 0.2805 | 0.8929 | -#> |.....................| 9.975 | 1.493 | 0.03104 | 1.168 | -#> |.....................| 0.03058 | 0.7527 | 0.8141 | 1.356 | -#> <span style='text-decoration: underline;'>|.....................| 1.169 | 1.172 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 33</span>| 469.90339 | 0.9997 | -1.054 | -0.9142 | -0.8996 | -#> |.....................| -0.8452 | -0.2944 | -0.8611 | -0.9412 | -#> |.....................| -0.8255 | -0.8889 | -0.9843 | -0.7249 | -#> <span style='text-decoration: underline;'>|.....................| -0.7539 | -0.7597 |...........|...........|</span> -#> | U| 469.90339 | 92.98 | -5.354 | -0.9427 | -0.1152 | -#> |.....................| 2.300 | 1.544 | 0.03046 | 1.156 | -#> |.....................| 0.03099 | 0.7505 | 0.7794 | 1.387 | -#> <span style='text-decoration: underline;'>|.....................| 1.192 | 1.190 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 469.90339</span> | 92.98 | 0.004727 | 0.2803 | 0.8912 | -#> |.....................| 9.976 | 1.544 | 0.03046 | 1.156 | -#> |.....................| 0.03099 | 0.7505 | 0.7794 | 1.387 | -#> <span style='text-decoration: underline;'>|.....................| 1.192 | 1.190 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 34</span>| 461.71523 | 1.001 | -1.134 | -0.9184 | -0.9072 | -#> |.....................| -0.8447 | 0.05742 | -1.020 | -1.027 | -#> |.....................| -0.7136 | -0.9005 | -1.147 | -0.6175 | -#> <span style='text-decoration: underline;'>|.....................| -0.6642 | -0.6913 |...........|...........|</span> -#> | U| 461.71523 | 93.05 | -5.434 | -0.9467 | -0.1228 | -#> |.....................| 2.301 | 1.755 | 0.02808 | 1.105 | -#> |.....................| 0.03267 | 0.7417 | 0.6368 | 1.518 | -#> <span style='text-decoration: underline;'>|.....................| 1.288 | 1.263 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 461.71523</span> | 93.05 | 0.004366 | 0.2795 | 0.8844 | -#> |.....................| 9.981 | 1.755 | 0.02808 | 1.105 | -#> |.....................| 0.03267 | 0.7417 | 0.6368 | 1.518 | -#> <span style='text-decoration: underline;'>|.....................| 1.288 | 1.263 |...........|...........|</span> -#> | F| Forward Diff. | 11.20 | 1.045 | 1.020 | 0.3495 | -#> |.....................| 0.7923 | -15.00 | -0.3969 | -1.315 | -#> |.....................| -3.031 | 0.2676 | -6.780 | -1.078 | -#> <span style='text-decoration: underline;'>|.....................| -0.09081 | -1.463 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 35</span>| 459.94653 | 1.009 | -1.206 | -0.9768 | -0.9283 | -#> |.....................| -0.8884 | 0.4547 | -1.238 | -0.9419 | -#> |.....................| -0.5030 | -0.9080 | -0.7892 | -0.6450 | -#> <span style='text-decoration: underline;'>|.....................| -0.7313 | -0.6959 |...........|...........|</span> -#> | U| 459.94653 | 93.85 | -5.506 | -1.002 | -0.1439 | -#> |.....................| 2.257 | 1.993 | 0.02480 | 1.155 | -#> |.....................| 0.03583 | 0.7361 | 0.9504 | 1.484 | -#> <span style='text-decoration: underline;'>|.....................| 1.216 | 1.258 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 459.94653</span> | 93.85 | 0.004064 | 0.2686 | 0.8660 | -#> |.....................| 9.554 | 1.993 | 0.02480 | 1.155 | -#> |.....................| 0.03583 | 0.7361 | 0.9504 | 1.484 | -#> <span style='text-decoration: underline;'>|.....................| 1.216 | 1.258 |...........|...........|</span> -#> | F| Forward Diff. | 117.0 | 1.389 | -1.721 | -0.1200 | -#> |.....................| 0.004314 | -5.763 | 2.093 | 3.426 | -#> |.....................| -1.378 | 2.600 | 15.14 | -1.236 | -#> <span style='text-decoration: underline;'>|.....................| -4.018 | -1.529 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 36</span>| 458.11528 | 1.003 | -1.307 | -0.9477 | -0.9422 | -#> |.....................| -0.9430 | 0.6906 | -1.630 | -0.8850 | -#> |.....................| -0.1864 | -1.043 | -0.8947 | -0.8359 | -#> <span style='text-decoration: underline;'>|.....................| -0.7822 | -0.7759 |...........|...........|</span> -#> | U| 458.11528 | 93.30 | -5.607 | -0.9742 | -0.1578 | -#> |.....................| 2.202 | 2.135 | 0.01893 | 1.190 | -#> |.....................| 0.04058 | 0.6334 | 0.8579 | 1.253 | -#> <span style='text-decoration: underline;'>|.....................| 1.162 | 1.172 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 458.11528</span> | 93.30 | 0.003671 | 0.2740 | 0.8540 | -#> |.....................| 9.046 | 2.135 | 0.01893 | 1.190 | -#> |.....................| 0.04058 | 0.6334 | 0.8579 | 1.253 | -#> <span style='text-decoration: underline;'>|.....................| 1.162 | 1.172 |...........|...........|</span> -#> | F| Forward Diff. | -4.502 | 0.8367 | -0.1865 | -0.1361 | -#> |.....................| -0.6555 | -2.945 | 1.425 | 8.523 | -#> |.....................| -0.6882 | -2.700 | 7.982 | -9.961 | -#> <span style='text-decoration: underline;'>|.....................| -6.514 | -5.474 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 37</span>| 454.42202 | 1.008 | -1.411 | -0.9501 | -0.9563 | -#> |.....................| -0.9900 | 0.8215 | -2.099 | -1.032 | -#> |.....................| 0.1520 | -1.049 | -0.9274 | -0.7533 | -#> <span style='text-decoration: underline;'>|.....................| -0.7158 | -0.7241 |...........|...........|</span> -#> | U| 454.42202 | 93.74 | -5.711 | -0.9765 | -0.1719 | -#> |.....................| 2.155 | 2.214 | 0.01188 | 1.102 | -#> |.....................| 0.04565 | 0.6287 | 0.8293 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.233 | 1.228 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 454.42202</span> | 93.74 | 0.003311 | 0.2736 | 0.8421 | -#> |.....................| 8.631 | 2.214 | 0.01188 | 1.102 | -#> |.....................| 0.04565 | 0.6287 | 0.8293 | 1.353 | -#> <span style='text-decoration: underline;'>|.....................| 1.233 | 1.228 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 38</span>| 451.48622 | 1.000 | -1.659 | -0.9551 | -0.9914 | -#> |.....................| -1.111 | 1.029 | -2.892 | -1.353 | -#> |.....................| 0.9897 | -1.076 | -0.9627 | -0.6147 | -#> <span style='text-decoration: underline;'>|.....................| -0.5957 | -0.6379 |...........|...........|</span> -#> | U| 451.48622 | 93.01 | -5.959 | -0.9812 | -0.2070 | -#> |.....................| 2.035 | 2.338 | 5.960e-07 | 0.9088 | -#> |.....................| 0.05822 | 0.6083 | 0.7984 | 1.521 | -#> <span style='text-decoration: underline;'>|.....................| 1.361 | 1.320 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 451.48622</span> | 93.01 | 0.002583 | 0.2727 | 0.8130 | -#> |.....................| 7.651 | 2.338 | 5.960e-07 | 0.9088 | -#> |.....................| 0.05822 | 0.6083 | 0.7984 | 1.521 | -#> <span style='text-decoration: underline;'>|.....................| 1.361 | 1.320 |...........|...........|</span> -#> | F| Forward Diff. | -68.34 | 0.03355 | 0.09905 | -1.306 | -#> |.....................| -5.058 | -1.204 | -0.09883 | -1.076 | -#> |.....................| -2.726 | -4.145 | 7.646 | -0.5743 | -#> <span style='text-decoration: underline;'>|.....................| 2.003 | 2.613 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 39</span>| 453.25472 | 1.003 | -2.027 | -1.069 | -0.8933 | -#> |.....................| -0.6960 | 1.084 | -2.892 | -1.695 | -#> |.....................| 2.689 | -0.4882 | -1.206 | -0.2814 | -#> <span style='text-decoration: underline;'>|.....................| -0.7545 | -0.8496 |...........|...........|</span> -#> | U| 453.25472 | 93.31 | -6.327 | -1.089 | -0.1089 | -#> |.....................| 2.449 | 2.371 | 5.960e-07 | 0.7037 | -#> |.....................| 0.08370 | 1.055 | 0.5857 | 1.926 | -#> <span style='text-decoration: underline;'>|.....................| 1.191 | 1.093 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 453.25472</span> | 93.31 | 0.001787 | 0.2519 | 0.8968 | -#> |.....................| 11.58 | 2.371 | 5.960e-07 | 0.7037 | -#> |.....................| 0.08370 | 1.055 | 0.5857 | 1.926 | -#> <span style='text-decoration: underline;'>|.....................| 1.191 | 1.093 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 40</span>| 449.59369 | 1.000 | -1.818 | -1.010 | -0.9508 | -#> |.....................| -0.9364 | 1.052 | -2.892 | -1.498 | -#> |.....................| 1.730 | -0.8175 | -1.073 | -0.4671 | -#> <span style='text-decoration: underline;'>|.....................| -0.6691 | -0.7270 |...........|...........|</span> -#> | U| 449.59369 | 93.04 | -6.118 | -1.033 | -0.1664 | -#> |.....................| 2.209 | 2.352 | 5.960e-07 | 0.8216 | -#> |.....................| 0.06933 | 0.8048 | 0.7021 | 1.700 | -#> <span style='text-decoration: underline;'>|.....................| 1.282 | 1.225 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 449.59369</span> | 93.04 | 0.002202 | 0.2625 | 0.8467 | -#> |.....................| 9.106 | 2.352 | 5.960e-07 | 0.8216 | -#> |.....................| 0.06933 | 0.8048 | 0.7021 | 1.700 | -#> <span style='text-decoration: underline;'>|.....................| 1.282 | 1.225 |...........|...........|</span> -#> | F| Forward Diff. | -128.1 | 0.1096 | -3.510 | -0.1773 | -#> |.....................| -0.1823 | -1.358 | -0.002263 | 1.313 | -#> |.....................| -1.294 | 5.530 | 5.100 | 4.831 | -#> <span style='text-decoration: underline;'>|.....................| -1.292 | -3.851 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 41</span>| 472.13387 | 1.020 | -1.985 | -0.7592 | -0.7822 | -#> |.....................| -0.2976 | 1.062 | -2.892 | -1.866 | -#> |.....................| 3.141 | -0.7519 | -1.136 | -0.6405 | -#> <span style='text-decoration: underline;'>|.....................| -0.7706 | -0.2153 |...........|...........|</span> -#> | U| 472.13387 | 94.83 | -6.285 | -0.7970 | 0.002176 | -#> |.....................| 2.848 | 2.358 | 5.960e-07 | 0.6009 | -#> |.....................| 0.09049 | 0.8547 | 0.6467 | 1.490 | -#> <span style='text-decoration: underline;'>|.....................| 1.174 | 1.773 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 472.13387</span> | 94.83 | 0.001864 | 0.3107 | 1.002 | -#> |.....................| 17.25 | 2.358 | 5.960e-07 | 0.6009 | -#> |.....................| 0.09049 | 0.8547 | 0.6467 | 1.490 | -#> <span style='text-decoration: underline;'>|.....................| 1.174 | 1.773 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 42</span>| 454.13083 | 1.030 | -1.841 | -0.9756 | -0.9280 | -#> |.....................| -0.8501 | 1.054 | -2.892 | -1.548 | -#> |.....................| 1.921 | -0.8098 | -1.082 | -0.4916 | -#> <span style='text-decoration: underline;'>|.....................| -0.6825 | -0.6571 |...........|...........|</span> -#> | U| 454.13083 | 95.82 | -6.141 | -1.000 | -0.1436 | -#> |.....................| 2.295 | 2.353 | 5.960e-07 | 0.7917 | -#> |.....................| 0.07219 | 0.8106 | 0.6936 | 1.671 | -#> <span style='text-decoration: underline;'>|.....................| 1.268 | 1.299 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 454.13083</span> | 95.82 | 0.002153 | 0.2688 | 0.8663 | -#> |.....................| 9.927 | 2.353 | 5.960e-07 | 0.7917 | -#> |.....................| 0.07219 | 0.8106 | 0.6936 | 1.671 | -#> <span style='text-decoration: underline;'>|.....................| 1.268 | 1.299 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 43</span>| 454.81886 | 1.032 | -1.823 | -1.002 | -0.9459 | -#> |.....................| -0.9179 | 1.053 | -2.892 | -1.509 | -#> |.....................| 1.771 | -0.8169 | -1.076 | -0.4733 | -#> <span style='text-decoration: underline;'>|.....................| -0.6717 | -0.7113 |...........|...........|</span> -#> | U| 454.81886 | 95.94 | -6.123 | -1.025 | -0.1614 | -#> |.....................| 2.227 | 2.352 | 5.960e-07 | 0.8150 | -#> |.....................| 0.06994 | 0.8052 | 0.6994 | 1.693 | -#> <span style='text-decoration: underline;'>|.....................| 1.280 | 1.241 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 454.81886</span> | 95.94 | 0.002192 | 0.2640 | 0.8509 | -#> |.....................| 9.277 | 2.352 | 5.960e-07 | 0.8150 | -#> |.....................| 0.06994 | 0.8052 | 0.6994 | 1.693 | -#> <span style='text-decoration: underline;'>|.....................| 1.280 | 1.241 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 44</span>| 449.57011 | 1.014 | -1.818 | -1.010 | -0.9508 | -#> |.....................| -0.9364 | 1.053 | -2.892 | -1.499 | -#> |.....................| 1.730 | -0.8181 | -1.073 | -0.4676 | -#> <span style='text-decoration: underline;'>|.....................| -0.6690 | -0.7267 |...........|...........|</span> -#> | U| 449.57011 | 94.27 | -6.118 | -1.033 | -0.1664 | -#> |.....................| 2.209 | 2.352 | 5.995e-07 | 0.8215 | -#> |.....................| 0.06933 | 0.8044 | 0.7016 | 1.700 | -#> <span style='text-decoration: underline;'>|.....................| 1.283 | 1.225 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 449.57011</span> | 94.27 | 0.002202 | 0.2626 | 0.8467 | -#> |.....................| 9.106 | 2.352 | 5.995e-07 | 0.8215 | -#> |.....................| 0.06933 | 0.8044 | 0.7016 | 1.700 | -#> <span style='text-decoration: underline;'>|.....................| 1.283 | 1.225 |...........|...........|</span> -#> | F| Forward Diff. | 126.9 | 0.1582 | -2.201 | 0.05331 | -#> |.....................| 0.4695 | -0.6265 | 0.01503 | 0.4241 | -#> |.....................| -1.337 | 5.854 | 6.688 | 4.536 | -#> <span style='text-decoration: underline;'>|.....................| -1.410 | -4.016 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 45</span>| 449.14922 | 1.007 | -1.818 | -1.010 | -0.9508 | -#> |.....................| -0.9364 | 1.053 | -2.892 | -1.499 | -#> |.....................| 1.730 | -0.8183 | -1.074 | -0.4678 | -#> <span style='text-decoration: underline;'>|.....................| -0.6689 | -0.7265 |...........|...........|</span> -#> | U| 449.14922 | 93.66 | -6.118 | -1.033 | -0.1664 | -#> |.....................| 2.209 | 2.352 | 5.960e-07 | 0.8215 | -#> |.....................| 0.06933 | 0.8042 | 0.7014 | 1.699 | -#> <span style='text-decoration: underline;'>|.....................| 1.283 | 1.225 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 449.14922</span> | 93.66 | 0.002202 | 0.2626 | 0.8467 | -#> |.....................| 9.106 | 2.352 | 5.960e-07 | 0.8215 | -#> |.....................| 0.06933 | 0.8042 | 0.7014 | 1.699 | -#> <span style='text-decoration: underline;'>|.....................| 1.283 | 1.225 |...........|...........|</span> -#> | F| Forward Diff. | -0.4066 | 0.1367 | -2.828 | -0.06013 | -#> |.....................| 0.1445 | -0.8286 | 0.01677 | 0.9213 | -#> |.....................| -1.224 | 4.943 | 4.017 | 5.223 | -#> <span style='text-decoration: underline;'>|.....................| -1.311 | -3.922 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 46</span>| 449.08136 | 1.007 | -1.818 | -1.008 | -0.9507 | -#> |.....................| -0.9365 | 1.053 | -2.892 | -1.499 | -#> |.....................| 1.731 | -0.8217 | -1.076 | -0.4714 | -#> <span style='text-decoration: underline;'>|.....................| -0.6680 | -0.7238 |...........|...........|</span> -#> | U| 449.08136 | 93.68 | -6.118 | -1.031 | -0.1663 | -#> |.....................| 2.209 | 2.353 | 5.960e-07 | 0.8212 | -#> |.....................| 0.06934 | 0.8016 | 0.6990 | 1.695 | -#> <span style='text-decoration: underline;'>|.....................| 1.284 | 1.228 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 449.08136</span> | 93.68 | 0.002202 | 0.2629 | 0.8468 | -#> |.....................| 9.105 | 2.353 | 5.960e-07 | 0.8212 | -#> |.....................| 0.06934 | 0.8016 | 0.6990 | 1.695 | -#> <span style='text-decoration: underline;'>|.....................| 1.284 | 1.228 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 47</span>| 448.89872 | 1.008 | -1.819 | -1.002 | -0.9506 | -#> |.....................| -0.9368 | 1.055 | -2.892 | -1.501 | -#> |.....................| 1.734 | -0.8317 | -1.084 | -0.4820 | -#> <span style='text-decoration: underline;'>|.....................| -0.6654 | -0.7159 |...........|...........|</span> -#> | U| 448.89872 | 93.76 | -6.119 | -1.025 | -0.1662 | -#> |.....................| 2.209 | 2.354 | 5.960e-07 | 0.8200 | -#> |.....................| 0.06938 | 0.7940 | 0.6918 | 1.682 | -#> <span style='text-decoration: underline;'>|.....................| 1.286 | 1.237 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 448.89872</span> | 93.76 | 0.002202 | 0.2640 | 0.8469 | -#> |.....................| 9.102 | 2.354 | 5.960e-07 | 0.8200 | -#> |.....................| 0.06938 | 0.7940 | 0.6918 | 1.682 | -#> <span style='text-decoration: underline;'>|.....................| 1.286 | 1.237 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 48</span>| 448.46351 | 1.011 | -1.820 | -0.9792 | -0.9501 | -#> |.....................| -0.9380 | 1.062 | -2.892 | -1.509 | -#> |.....................| 1.744 | -0.8718 | -1.117 | -0.5244 | -#> <span style='text-decoration: underline;'>|.....................| -0.6547 | -0.6840 |...........|...........|</span> -#> | U| 448.46351 | 94.07 | -6.120 | -1.004 | -0.1657 | -#> |.....................| 2.207 | 2.358 | 5.960e-07 | 0.8155 | -#> |.....................| 0.06953 | 0.7635 | 0.6633 | 1.631 | -#> <span style='text-decoration: underline;'>|.....................| 1.298 | 1.271 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 448.46351</span> | 94.07 | 0.002199 | 0.2682 | 0.8473 | -#> |.....................| 9.092 | 2.358 | 5.960e-07 | 0.8155 | -#> |.....................| 0.06953 | 0.7635 | 0.6633 | 1.631 | -#> <span style='text-decoration: underline;'>|.....................| 1.298 | 1.271 |...........|...........|</span> -#> | F| Forward Diff. | 75.37 | 0.2597 | -0.1569 | 0.03608 | -#> |.....................| 0.3501 | -0.3601 | -0.01324 | 0.5025 | -#> |.....................| -1.327 | 4.308 | 0.9122 | 2.456 | -#> <span style='text-decoration: underline;'>|.....................| -0.5631 | -1.887 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 49</span>| 448.12149 | 1.008 | -1.833 | -0.9950 | -0.9378 | -#> |.....................| -0.8937 | 1.062 | -2.892 | -1.543 | -#> |.....................| 1.827 | -0.8899 | -1.115 | -0.5324 | -#> <span style='text-decoration: underline;'>|.....................| -0.6574 | -0.6703 |...........|...........|</span> -#> | U| 448.12149 | 93.73 | -6.133 | -1.019 | -0.1534 | -#> |.....................| 2.252 | 2.358 | 5.960e-07 | 0.7948 | -#> |.....................| 0.07077 | 0.7498 | 0.6653 | 1.621 | -#> <span style='text-decoration: underline;'>|.....................| 1.295 | 1.285 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 448.12149</span> | 93.73 | 0.002169 | 0.2653 | 0.8578 | -#> |.....................| 9.504 | 2.358 | 5.960e-07 | 0.7948 | -#> |.....................| 0.07077 | 0.7498 | 0.6653 | 1.621 | -#> <span style='text-decoration: underline;'>|.....................| 1.295 | 1.285 |...........|...........|</span> -#> | F| Forward Diff. | 13.78 | 0.2222 | -1.381 | 0.2569 | -#> |.....................| 1.259 | -0.5740 | -0.02850 | 0.1620 | -#> |.....................| -1.241 | 3.503 | 0.9893 | 2.205 | -#> <span style='text-decoration: underline;'>|.....................| -0.7124 | -1.054 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 50</span>| 447.94443 | 1.007 | -1.844 | -0.9902 | -0.9390 | -#> |.....................| -0.9059 | 1.062 | -2.881 | -1.561 | -#> |.....................| 1.911 | -0.9357 | -1.119 | -0.5167 | -#> <span style='text-decoration: underline;'>|.....................| -0.6474 | -0.7008 |...........|...........|</span> -#> | U| 447.94443 | 93.62 | -6.144 | -1.014 | -0.1546 | -#> |.....................| 2.239 | 2.358 | 0.0001615 | 0.7838 | -#> |.....................| 0.07204 | 0.7150 | 0.6617 | 1.640 | -#> <span style='text-decoration: underline;'>|.....................| 1.306 | 1.253 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.94443</span> | 93.62 | 0.002146 | 0.2662 | 0.8567 | -#> |.....................| 9.388 | 2.358 | 0.0001615 | 0.7838 | -#> |.....................| 0.07204 | 0.7150 | 0.6617 | 1.640 | -#> <span style='text-decoration: underline;'>|.....................| 1.306 | 1.253 |...........|...........|</span> -#> | F| Forward Diff. | -5.879 | 0.2071 | -1.215 | 0.2527 | -#> |.....................| 0.8228 | -0.5096 | -0.06036 | 0.4983 | -#> |.....................| -1.183 | 1.766 | 2.266 | 2.617 | -#> <span style='text-decoration: underline;'>|.....................| -0.3179 | -2.389 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 51</span>| 447.77390 | 1.007 | -1.858 | -1.003 | -0.9470 | -#> |.....................| -0.9285 | 1.056 | -2.855 | -1.583 | -#> |.....................| 2.006 | -0.9406 | -1.128 | -0.5198 | -#> <span style='text-decoration: underline;'>|.....................| -0.6539 | -0.6964 |...........|...........|</span> -#> | U| 447.7739 | 93.69 | -6.158 | -1.026 | -0.1626 | -#> |.....................| 2.217 | 2.354 | 0.0005494 | 0.7710 | -#> |.....................| 0.07347 | 0.7113 | 0.6533 | 1.636 | -#> <span style='text-decoration: underline;'>|.....................| 1.299 | 1.257 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.7739</span> | 93.69 | 0.002117 | 0.2639 | 0.8500 | -#> |.....................| 9.179 | 2.354 | 0.0005494 | 0.7710 | -#> |.....................| 0.07347 | 0.7113 | 0.6533 | 1.636 | -#> <span style='text-decoration: underline;'>|.....................| 1.299 | 1.257 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 52</span>| 447.56301 | 1.006 | -1.897 | -1.041 | -0.9708 | -#> |.....................| -0.9958 | 1.039 | -2.777 | -1.647 | -#> |.....................| 2.291 | -0.9540 | -1.156 | -0.5273 | -#> <span style='text-decoration: underline;'>|.....................| -0.6737 | -0.6848 |...........|...........|</span> -#> | U| 447.56301 | 93.51 | -6.197 | -1.061 | -0.1864 | -#> |.....................| 2.150 | 2.344 | 0.001717 | 0.7326 | -#> |.....................| 0.07774 | 0.7011 | 0.6293 | 1.627 | -#> <span style='text-decoration: underline;'>|.....................| 1.278 | 1.270 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.56301</span> | 93.51 | 0.002035 | 0.2570 | 0.8300 | -#> |.....................| 8.581 | 2.344 | 0.001717 | 0.7326 | -#> |.....................| 0.07774 | 0.7011 | 0.6293 | 1.627 | -#> <span style='text-decoration: underline;'>|.....................| 1.278 | 1.270 |...........|...........|</span> -#> | F| Forward Diff. | -30.60 | 0.2182 | -4.075 | -0.4855 | -#> |.....................| -1.237 | -0.6626 | -0.1062 | 0.6612 | -#> |.....................| -0.6049 | 1.074 | 1.318 | 2.279 | -#> <span style='text-decoration: underline;'>|.....................| -1.614 | -1.745 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 53</span>| 447.16930 | 1.007 | -1.971 | -0.9627 | -0.9652 | -#> |.....................| -0.9709 | 1.044 | -2.781 | -1.732 | -#> |.....................| 2.691 | -0.9472 | -1.156 | -0.5162 | -#> <span style='text-decoration: underline;'>|.....................| -0.6828 | -0.6632 |...........|...........|</span> -#> | U| 447.1693 | 93.67 | -6.271 | -0.9883 | -0.1807 | -#> |.....................| 2.174 | 2.347 | 0.001652 | 0.6812 | -#> |.....................| 0.08374 | 0.7063 | 0.6288 | 1.641 | -#> <span style='text-decoration: underline;'>|.....................| 1.268 | 1.293 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.1693</span> | 93.67 | 0.001890 | 0.2713 | 0.8346 | -#> |.....................| 8.798 | 2.347 | 0.001652 | 0.6812 | -#> |.....................| 0.08374 | 0.7063 | 0.6288 | 1.641 | -#> <span style='text-decoration: underline;'>|.....................| 1.268 | 1.293 |...........|...........|</span> -#> | F| Forward Diff. | -3.693 | 0.1048 | 0.8560 | -0.3278 | -#> |.....................| -0.6115 | -0.5188 | -0.09596 | 0.9789 | -#> |.....................| 0.02585 | 1.094 | 1.548 | 2.318 | -#> <span style='text-decoration: underline;'>|.....................| -2.079 | -0.9259 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 54</span>| 447.68852 | 1.013 | -2.042 | -1.008 | -0.9421 | -#> |.....................| -0.9288 | 1.034 | -2.709 | -1.852 | -#> |.....................| 3.037 | -0.9368 | -1.153 | -0.6162 | -#> <span style='text-decoration: underline;'>|.....................| -0.5399 | -0.6984 |...........|...........|</span> -#> | U| 447.68852 | 94.21 | -6.342 | -1.031 | -0.1577 | -#> |.....................| 2.217 | 2.341 | 0.002735 | 0.6094 | -#> |.....................| 0.08893 | 0.7142 | 0.6313 | 1.519 | -#> <span style='text-decoration: underline;'>|.....................| 1.420 | 1.255 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.68852</span> | 94.21 | 0.001761 | 0.2629 | 0.8541 | -#> |.....................| 9.176 | 2.341 | 0.002735 | 0.6094 | -#> |.....................| 0.08893 | 0.7142 | 0.6313 | 1.519 | -#> <span style='text-decoration: underline;'>|.....................| 1.420 | 1.255 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 55</span>| 447.15405 | 1.011 | -1.991 | -0.9760 | -0.9584 | -#> |.....................| -0.9586 | 1.042 | -2.761 | -1.767 | -#> |.....................| 2.789 | -0.9450 | -1.157 | -0.5460 | -#> <span style='text-decoration: underline;'>|.....................| -0.6410 | -0.6726 |...........|...........|</span> -#> | U| 447.15405 | 94.04 | -6.291 | -1.001 | -0.1740 | -#> |.....................| 2.187 | 2.346 | 0.001959 | 0.6605 | -#> |.....................| 0.08521 | 0.7080 | 0.6287 | 1.605 | -#> <span style='text-decoration: underline;'>|.....................| 1.312 | 1.283 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.15405</span> | 94.04 | 0.001852 | 0.2688 | 0.8403 | -#> |.....................| 8.906 | 2.346 | 0.001959 | 0.6605 | -#> |.....................| 0.08521 | 0.7080 | 0.6287 | 1.605 | -#> <span style='text-decoration: underline;'>|.....................| 1.312 | 1.283 |...........|...........|</span> -#> | F| Forward Diff. | 53.59 | 0.07914 | 0.2662 | -0.1234 | -#> |.....................| -0.1097 | -0.6518 | -0.06086 | 0.6193 | -#> |.....................| -0.05679 | 1.445 | 0.6511 | 1.197 | -#> <span style='text-decoration: underline;'>|.....................| -0.1794 | -1.326 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 56</span>| 447.09915 | 1.005 | -2.002 | -0.9768 | -0.9545 | -#> |.....................| -0.9567 | 1.042 | -2.752 | -1.789 | -#> |.....................| 2.838 | -0.9392 | -1.155 | -0.5617 | -#> <span style='text-decoration: underline;'>|.....................| -0.6261 | -0.6787 |...........|...........|</span> -#> | U| 447.09915 | 93.47 | -6.302 | -1.002 | -0.1701 | -#> |.....................| 2.189 | 2.346 | 0.002096 | 0.6471 | -#> |.....................| 0.08594 | 0.7123 | 0.6298 | 1.586 | -#> <span style='text-decoration: underline;'>|.....................| 1.328 | 1.276 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.09915</span> | 93.47 | 0.001833 | 0.2686 | 0.8436 | -#> |.....................| 8.923 | 2.346 | 0.002096 | 0.6471 | -#> |.....................| 0.08594 | 0.7123 | 0.6298 | 1.586 | -#> <span style='text-decoration: underline;'>|.....................| 1.328 | 1.276 |...........|...........|</span> -#> | F| Forward Diff. | -33.97 | 0.05091 | -0.1219 | -0.09607 | -#> |.....................| -0.3249 | -0.8735 | -0.1278 | 0.5888 | -#> |.....................| 0.06635 | 1.636 | -1.923 | 0.5172 | -#> <span style='text-decoration: underline;'>|.....................| 0.5270 | -1.419 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 57</span>| 447.01951 | 1.007 | -2.009 | -0.9874 | -0.9450 | -#> |.....................| -0.9329 | 1.053 | -2.780 | -1.808 | -#> |.....................| 2.841 | -0.9693 | -1.155 | -0.5556 | -#> <span style='text-decoration: underline;'>|.....................| -0.6514 | -0.6721 |...........|...........|</span> -#> | U| 447.01951 | 93.64 | -6.309 | -1.012 | -0.1606 | -#> |.....................| 2.212 | 2.352 | 0.001680 | 0.6361 | -#> |.....................| 0.08598 | 0.6895 | 0.6300 | 1.593 | -#> <span style='text-decoration: underline;'>|.....................| 1.301 | 1.283 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.01951</span> | 93.64 | 0.001820 | 0.2667 | 0.8517 | -#> |.....................| 9.138 | 2.352 | 0.001680 | 0.6361 | -#> |.....................| 0.08598 | 0.6895 | 0.6300 | 1.593 | -#> <span style='text-decoration: underline;'>|.....................| 1.301 | 1.283 |...........|...........|</span> -#> | F| Forward Diff. | -6.500 | 0.04518 | -0.6412 | 0.1616 | -#> |.....................| 0.3106 | -0.6054 | -0.07873 | -0.1077 | -#> |.....................| -0.1002 | 0.2460 | 1.553 | 0.4490 | -#> <span style='text-decoration: underline;'>|.....................| -0.8245 | -1.132 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 58</span>| 447.04861 | 1.009 | -2.019 | -0.9927 | -0.9476 | -#> |.....................| -0.9252 | 1.054 | -2.796 | -1.779 | -#> |.....................| 2.878 | -0.9737 | -1.157 | -0.5487 | -#> <span style='text-decoration: underline;'>|.....................| -0.6291 | -0.6521 |...........|...........|</span> -#> | U| 447.04861 | 93.85 | -6.319 | -1.017 | -0.1632 | -#> |.....................| 2.220 | 2.353 | 0.001429 | 0.6532 | -#> |.....................| 0.08654 | 0.6862 | 0.6280 | 1.601 | -#> <span style='text-decoration: underline;'>|.....................| 1.325 | 1.305 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.04861</span> | 93.85 | 0.001802 | 0.2657 | 0.8494 | -#> |.....................| 9.209 | 2.353 | 0.001429 | 0.6532 | -#> |.....................| 0.08654 | 0.6862 | 0.6280 | 1.601 | -#> <span style='text-decoration: underline;'>|.....................| 1.325 | 1.305 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 59</span>| 447.01937 | 1.009 | -2.012 | -0.9891 | -0.9459 | -#> |.....................| -0.9304 | 1.053 | -2.785 | -1.798 | -#> |.....................| 2.853 | -0.9708 | -1.156 | -0.5534 | -#> <span style='text-decoration: underline;'>|.....................| -0.6439 | -0.6653 |...........|...........|</span> -#> | U| 447.01937 | 93.80 | -6.312 | -1.013 | -0.1615 | -#> |.....................| 2.215 | 2.353 | 0.001597 | 0.6418 | -#> |.....................| 0.08617 | 0.6884 | 0.6292 | 1.596 | -#> <span style='text-decoration: underline;'>|.....................| 1.309 | 1.291 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.01937</span> | 93.80 | 0.001814 | 0.2664 | 0.8509 | -#> |.....................| 9.161 | 2.353 | 0.001597 | 0.6418 | -#> |.....................| 0.08617 | 0.6884 | 0.6292 | 1.596 | -#> <span style='text-decoration: underline;'>|.....................| 1.309 | 1.291 |...........|...........|</span> -#> | F| Forward Diff. | 15.62 | 0.04451 | -0.6370 | 0.1658 | -#> |.....................| 0.4720 | -0.4967 | -0.06076 | 0.2478 | -#> |.....................| 0.07878 | 0.2929 | 0.7908 | 0.7364 | -#> <span style='text-decoration: underline;'>|.....................| -0.2169 | -0.8458 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 60</span>| 447.00331 | 1.007 | -2.016 | -0.9874 | -0.9487 | -#> |.....................| -0.9321 | 1.057 | -2.790 | -1.800 | -#> |.....................| 2.856 | -0.9696 | -1.156 | -0.5575 | -#> <span style='text-decoration: underline;'>|.....................| -0.6423 | -0.6633 |...........|...........|</span> -#> | U| 447.00331 | 93.68 | -6.316 | -1.012 | -0.1643 | -#> |.....................| 2.213 | 2.355 | 0.001526 | 0.6406 | -#> |.....................| 0.08622 | 0.6893 | 0.6295 | 1.591 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 447.00331</span> | 93.68 | 0.001807 | 0.2667 | 0.8485 | -#> |.....................| 9.146 | 2.355 | 0.001526 | 0.6406 | -#> |.....................| 0.08622 | 0.6893 | 0.6295 | 1.591 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> | F| Forward Diff. | -1.749 | 0.03581 | -0.6032 | 0.06997 | -#> |.....................| 0.3775 | -0.4012 | -0.08782 | 0.2553 | -#> |.....................| 0.001918 | 0.1783 | 1.513 | 0.3567 | -#> <span style='text-decoration: underline;'>|.....................| -0.3333 | -0.7379 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 61</span>| 446.99944 | 1.008 | -2.018 | -0.9851 | -0.9476 | -#> |.....................| -0.9359 | 1.058 | -2.787 | -1.806 | -#> |.....................| 2.859 | -0.9671 | -1.156 | -0.5614 | -#> <span style='text-decoration: underline;'>|.....................| -0.6427 | -0.6650 |...........|...........|</span> -#> | U| 446.99944 | 93.70 | -6.318 | -1.009 | -0.1632 | -#> |.....................| 2.209 | 2.355 | 0.001564 | 0.6369 | -#> |.....................| 0.08626 | 0.6911 | 0.6291 | 1.586 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.291 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 446.99944</span> | 93.70 | 0.001804 | 0.2671 | 0.8494 | -#> |.....................| 9.111 | 2.355 | 0.001564 | 0.6369 | -#> |.....................| 0.08626 | 0.6911 | 0.6291 | 1.586 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.291 |...........|...........|</span> -#> | F| Forward Diff. | 2.474 | 0.03546 | -0.4554 | 0.1057 | -#> |.....................| 0.2777 | -0.4692 | -0.06549 | 0.06429 | -#> |.....................| -0.09650 | 0.2331 | 0.6150 | 0.1626 | -#> <span style='text-decoration: underline;'>|.....................| -0.3753 | -0.8072 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 62</span>| 446.99641 | 1.007 | -2.020 | -0.9846 | -0.9460 | -#> |.....................| -0.9366 | 1.059 | -2.790 | -1.808 | -#> |.....................| 2.868 | -0.9676 | -1.156 | -0.5621 | -#> <span style='text-decoration: underline;'>|.....................| -0.6420 | -0.6633 |...........|...........|</span> -#> | U| 446.99641 | 93.67 | -6.320 | -1.009 | -0.1616 | -#> |.....................| 2.209 | 2.356 | 0.001530 | 0.6356 | -#> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 446.99641</span> | 93.67 | 0.001800 | 0.2672 | 0.8508 | -#> |.....................| 9.105 | 2.356 | 0.001530 | 0.6356 | -#> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> | F| Forward Diff. | -2.070 | 0.03317 | -0.4443 | 0.1488 | -#> |.....................| 0.2478 | -0.4968 | -0.07674 | 0.09423 | -#> |.....................| -0.05318 | 0.2365 | 0.6058 | 0.5619 | -#> <span style='text-decoration: underline;'>|.....................| -0.3013 | -0.7224 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 63</span>| 446.99641 | 1.007 | -2.020 | -0.9846 | -0.9460 | -#> |.....................| -0.9366 | 1.059 | -2.790 | -1.808 | -#> |.....................| 2.868 | -0.9676 | -1.156 | -0.5621 | -#> <span style='text-decoration: underline;'>|.....................| -0.6420 | -0.6633 |...........|...........|</span> -#> | U| 446.99641 | 93.67 | -6.320 | -1.009 | -0.1616 | -#> |.....................| 2.209 | 2.356 | 0.001530 | 0.6356 | -#> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 446.99641</span> | 93.67 | 0.001800 | 0.2672 | 0.8508 | -#> |.....................| 9.105 | 2.356 | 0.001530 | 0.6356 | -#> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 | -#> <span style='text-decoration: underline;'>|.....................| 1.311 | 1.293 |...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_saem_obs_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"saem"</span>, - error_model <span class='op'>=</span> <span class='st'>"obs_tc"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> 1: 90.7519 -4.8586 -1.7674 -3.5599 -2.0059 0.5800 4.8899 1.4250 1.1400 2.6923 0.4845 0.4370 10.2815 0.0004 9.0437 0.4047 -#> 2: 9.0763e+01 -5.2004e+00 -1.9605e+00 -4.2009e+00 -1.8767e+00 2.0341e-01 4.6454e+00 1.3537e+00 1.0830e+00 2.7771e+00 4.6027e-01 5.1181e-01 6.3469e+00 4.0033e-04 6.8216e+00 9.0448e-05 -#> 3: 9.0656e+01 -5.4820e+00 -2.0937e+00 -4.0962e+00 -1.5381e+00 -1.7136e-02 4.4131e+00 1.2861e+00 1.0288e+00 3.5620e+00 4.3726e-01 6.1217e-01 4.8763e+00 4.1436e-05 5.4967e+00 1.0148e-05 -#> 4: 9.0543e+01 -5.7744e+00 -2.1074e+00 -4.0393e+00 -1.3603e+00 -2.3531e-01 5.0162e+00 1.2218e+00 1.0041e+00 3.3839e+00 4.1540e-01 5.8157e-01 4.1029e+00 2.1466e-04 4.2869e+00 1.9419e-06 -#> 5: 91.1621 -6.0534 -2.0430 -4.0508 -1.2523 -0.2043 6.1015 1.1715 1.1998 3.2147 0.3946 0.5525 3.5979 0.0187 3.8221 0.0271 -#> 6: 91.1179 -5.9892 -2.0082 -4.1363 -1.1428 -0.1930 5.7964 1.1960 1.2360 3.4525 0.3749 0.5293 3.3091 0.0209 3.6230 0.0284 -#> 7: 91.6680 -5.9609 -2.0492 -4.1163 -1.0919 -0.1505 5.6134 1.6750 1.3055 3.2799 0.3631 0.5028 3.2412 0.0254 3.5108 0.0371 -#> 8: 91.6903 -5.9346 -2.0630 -4.0790 -1.1130 -0.0963 5.3327 2.2525 1.3524 3.1159 0.3449 0.4777 2.6165 0.0445 2.8556 0.0576 -#> 9: 92.2564 -5.7600 -2.0460 -4.1144 -1.0635 -0.0594 5.9616 2.1399 1.2848 2.9601 0.3277 0.4538 2.3593 0.0295 2.5704 0.0491 -#> 10: 92.2425 -5.7990 -2.0052 -4.0409 -1.0387 -0.1141 6.9547 2.1239 1.2205 2.8121 0.3113 0.4311 2.3237 0.0323 2.4227 0.0421 -#> 11: 92.4404 -5.6829 -2.0866 -4.0010 -1.0214 -0.0587 6.6790 2.0177 1.1595 2.6715 0.2957 0.4096 1.9963 0.0407 2.2478 0.0501 -#> 12: 92.0713 -5.8051 -2.1699 -4.0539 -0.9807 0.0174 6.7885 2.1380 1.1811 2.6017 0.2810 0.3891 1.8480 0.0502 2.0516 0.0522 -#> 13: 91.7214 -5.6954 -2.1579 -4.0944 -0.9935 -0.0195 6.4491 2.0311 1.1221 2.4716 0.2669 0.3696 1.8299 0.0531 1.9271 0.0520 -#> 14: 91.1978 -5.6733 -2.1988 -4.0794 -0.9387 0.0091 6.1267 1.9295 1.1589 2.3480 0.2536 0.3511 1.6357 0.0470 1.8899 0.0639 -#> 15: 91.3746 -5.5864 -2.1484 -4.1356 -0.9126 0.0045 5.8203 1.8330 1.2078 2.3265 0.2409 0.3336 1.6218 0.0428 1.6558 0.0725 -#> 16: 91.5646 -5.4931 -2.1474 -4.1242 -0.9148 0.0179 5.5293 1.7414 1.1474 2.2733 0.2288 0.3169 1.6467 0.0377 1.6977 0.0600 -#> 17: 91.4767 -5.5885 -2.1424 -4.1386 -0.9308 0.0602 5.2528 1.9428 1.2141 2.1762 0.2174 0.3343 1.4916 0.0424 1.4326 0.0717 -#> 18: 90.9989 -5.6364 -2.1601 -4.1606 -0.9676 0.0694 4.9902 1.8457 1.2521 2.2899 0.2065 0.3279 1.4504 0.0471 1.4267 0.0700 -#> 19: 91.4050 -5.7347 -2.0985 -4.1476 -0.9656 0.0668 4.7407 2.3263 1.4064 2.2061 0.1962 0.3296 1.3679 0.0485 1.2735 0.0844 -#> 20: 91.2707 -5.7623 -2.1155 -4.1538 -0.9601 0.0425 4.5037 2.6509 1.3408 2.1958 0.1864 0.3576 1.3736 0.0452 1.3454 0.0743 -#> 21: 91.6878 -5.8143 -2.1261 -4.1649 -0.9325 0.0333 4.7695 2.8996 1.3244 2.1300 0.1771 0.3509 1.4793 0.0508 1.0333 0.0839 -#> 22: 91.5363 -5.9047 -2.1358 -4.1655 -0.9207 0.0339 4.5310 3.4408 1.3022 2.1829 0.1682 0.3378 1.4260 0.0488 0.9436 0.0877 -#> 23: 91.9969 -5.9565 -2.1378 -4.1609 -0.9243 0.0701 4.3045 3.7239 1.3446 2.2424 0.1598 0.3209 1.4182 0.0412 0.9205 0.0873 -#> 24: 92.2835 -5.9272 -2.0883 -4.1651 -0.9248 0.0834 4.0892 3.7780 1.2773 2.2187 0.1518 0.3049 1.4749 0.0427 0.9837 0.0802 -#> 25: 92.3389 -6.1292 -2.1033 -4.2473 -0.9069 0.0593 3.8848 4.7059 1.2740 2.4323 0.1442 0.2896 1.3656 0.0493 0.9299 0.0798 -#> 26: 91.9840 -5.9821 -2.1124 -4.2150 -0.9100 0.1076 3.6905 4.4706 1.2103 2.4699 0.1458 0.2751 1.3200 0.0504 0.8256 0.0912 -#> 27: 92.4671 -5.8765 -2.0910 -4.2169 -0.9356 0.0483 3.5060 4.2471 1.2302 2.4791 0.1385 0.2614 1.4252 0.0520 0.8191 0.0836 -#> 28: 92.4130 -5.9480 -2.0870 -4.2191 -0.9338 0.0866 3.3859 4.1337 1.2210 2.4685 0.1412 0.2557 1.3860 0.0484 0.9189 0.0770 -#> 29: 92.3064 -5.7845 -2.0759 -4.2321 -0.9270 0.0855 4.2691 3.9271 1.3369 2.5457 0.1341 0.2922 1.3848 0.0513 0.9658 0.0785 -#> 30: 92.2109 -5.9347 -2.0725 -4.2042 -0.9074 0.0481 5.5659 3.9234 1.2701 2.4184 0.1370 0.2776 1.2925 0.0560 0.9058 0.0806 -#> 31: 91.8912 -5.7466 -2.0912 -4.1504 -0.9087 0.0443 5.2876 3.7272 1.2690 2.2975 0.1301 0.2637 1.3348 0.0517 0.8672 0.0840 -#> 32: 92.3866 -5.8560 -2.0979 -4.1547 -0.9044 0.0335 5.0232 3.5408 1.2761 2.3185 0.1307 0.2505 1.3558 0.0487 0.9422 0.0791 -#> 33: 92.4555 -5.6989 -2.0956 -4.1479 -0.9038 0.0447 4.7720 3.3638 1.3253 2.2962 0.1242 0.2380 1.4321 0.0432 0.8961 0.0799 -#> 34: 92.6307 -5.8831 -2.0769 -4.1319 -0.8946 0.0430 4.5334 3.7151 1.2785 2.2638 0.1201 0.2261 1.4076 0.0457 0.8269 0.0813 -#> 35: 92.5659 -5.9100 -2.0748 -4.1482 -0.9079 0.0563 4.6634 3.7452 1.3141 2.3378 0.1168 0.2148 1.3571 0.0451 0.8317 0.0831 -#> 36: 92.5738 -5.8574 -2.0981 -4.1214 -0.8963 0.0302 5.3272 3.7371 1.3359 2.2776 0.1331 0.2041 1.3308 0.0480 0.8953 0.0791 -#> 37: 92.1615 -5.7137 -2.0922 -4.1178 -0.9035 0.0455 5.4894 3.5503 1.2691 2.2508 0.1473 0.1939 1.3692 0.0495 0.9358 0.0800 -#> 38: 92.4421 -5.6978 -2.0905 -4.1275 -0.9052 0.0108 5.4295 3.3728 1.2057 2.2119 0.1432 0.1842 1.3421 0.0549 0.8932 0.0781 -#> 39: 92.3995 -5.6121 -2.0804 -4.1275 -0.8903 0.0270 5.1580 3.2041 1.1454 2.2119 0.1360 0.1978 1.3353 0.0524 0.9062 0.0775 -#> 40: 92.5616 -5.7907 -2.1099 -4.1127 -0.9074 0.0501 4.9001 3.0439 1.1582 2.1723 0.1387 0.1879 1.2981 0.0510 0.9517 0.0797 -#> 41: 92.2655 -5.6532 -2.0631 -4.1437 -0.9128 0.0346 4.6551 2.8917 1.1202 2.1498 0.1403 0.1785 1.4500 0.0461 0.7394 0.0903 -#> 42: 92.3218 -5.4916 -2.1072 -4.1312 -0.9310 0.0360 4.4224 2.7471 1.1648 2.1428 0.1332 0.1695 1.4034 0.0508 0.8131 0.0854 -#> 43: 92.6165 -5.5145 -2.0838 -4.1239 -0.9215 0.0347 4.2012 2.6098 1.1892 2.1202 0.1463 0.1611 1.3416 0.0507 0.8213 0.0847 -#> 44: 92.5385 -5.5590 -2.0872 -4.1376 -0.9210 0.0672 3.9912 2.4793 1.1416 2.2253 0.1450 0.1530 1.4008 0.0352 0.8639 0.0847 -#> 45: 92.2152 -5.6170 -2.1014 -4.1657 -0.9331 0.0781 3.7916 2.4382 1.1250 2.2378 0.1516 0.1556 1.4612 0.0329 1.0091 0.0820 -#> 46: 91.8943 -5.6650 -2.1329 -4.1649 -0.9241 0.1060 3.6020 2.6448 1.0705 2.3112 0.1441 0.1549 1.5047 0.0384 1.0179 0.0805 -#> 47: 91.8153 -5.5910 -2.1514 -4.1919 -0.9169 0.0885 3.4219 2.5125 1.0386 2.3140 0.1506 0.1620 1.4759 0.0375 1.1021 0.0740 -#> 48: 91.6295 -5.5438 -2.1516 -4.1570 -0.8742 0.0851 3.2508 2.3869 1.0816 2.1983 0.1630 0.1786 1.4024 0.0405 1.1135 0.0732 -#> 49: 91.4363 -5.5847 -2.1732 -4.1794 -0.8634 0.0948 3.0883 2.4829 1.0865 2.2378 0.1549 0.1697 1.4314 0.0434 1.0529 0.0742 -#> 50: 91.3634 -5.5794 -2.1613 -4.1507 -0.8849 0.0862 2.9339 2.6404 1.0829 2.2519 0.1493 0.1612 1.3704 0.0446 1.0081 0.0736 -#> 51: 91.2150 -5.5503 -2.1675 -4.1432 -0.8749 0.1178 2.7872 2.7368 1.0605 2.2261 0.1418 0.1532 1.4312 0.0418 1.0380 0.0781 -#> 52: 91.4343 -5.6336 -2.2138 -4.1552 -0.8867 0.1391 2.6677 2.7022 1.0857 2.2588 0.1493 0.1455 1.3220 0.0469 0.9272 0.0761 -#> 53: 91.3310 -5.5185 -2.2340 -4.1430 -0.8855 0.1545 2.9130 2.5670 1.0720 2.3074 0.1532 0.1385 1.3224 0.0503 0.9688 0.0723 -#> 54: 91.4342 -5.5008 -2.2086 -4.1777 -0.8720 0.1688 2.8202 2.4387 1.0624 2.4253 0.1631 0.1315 1.3186 0.0429 0.9425 0.0723 -#> 55: 91.4983 -5.5944 -2.1709 -4.1211 -0.8638 0.1168 3.4789 2.5154 1.0549 2.3041 0.1557 0.1279 1.3800 0.0423 0.9620 0.0727 -#> 56: 91.5954 -5.5317 -2.1881 -4.1263 -0.8627 0.1366 4.1396 2.3896 1.0732 2.2684 0.1562 0.1221 1.3285 0.0431 1.0156 0.0708 -#> 57: 91.6591 -5.3839 -2.2082 -4.1122 -0.8929 0.1457 4.5073 2.2701 1.0672 2.3639 0.1539 0.1160 1.4074 0.0478 0.9796 0.0722 -#> 58: 91.7434 -5.3597 -2.2068 -4.1214 -0.8912 0.1437 4.2819 2.1566 1.0605 2.4496 0.1667 0.1109 1.4274 0.0450 1.0782 0.0676 -#> 59: 91.6597 -5.4672 -2.1918 -4.1412 -0.9021 0.1657 4.0678 2.0488 1.1306 2.5245 0.1888 0.1054 1.4745 0.0391 1.1492 0.0670 -#> 60: 91.7565 -5.4513 -2.2051 -4.1618 -0.9013 0.1554 3.8644 1.9464 1.1728 2.6191 0.1793 0.1001 1.4135 0.0402 1.1572 0.0665 -#> 61: 91.9484 -5.5390 -2.1973 -4.1611 -0.9011 0.1318 3.6712 1.8963 1.1460 2.6242 0.1704 0.0951 1.3855 0.0481 1.1109 0.0634 -#> 62: 92.1661 -5.4985 -2.1729 -4.1352 -0.8887 0.1327 4.3155 1.8588 1.1087 2.5551 0.1633 0.0995 1.3847 0.0444 1.0736 0.0656 -#> 63: 92.1727 -5.4086 -2.1610 -4.1488 -0.8998 0.1451 4.6019 1.7659 1.1413 2.6020 0.1718 0.1152 1.4299 0.0404 1.2202 0.0603 -#> 64: 92.4331 -5.5220 -2.1121 -4.1300 -0.9428 0.1211 5.0354 1.8121 1.0982 2.6157 0.1775 0.1209 1.4168 0.0348 1.2148 0.0625 -#> 65: 92.1871 -5.6089 -2.1258 -4.1412 -0.9127 0.1399 4.7836 2.1060 1.1568 2.5971 0.1757 0.1148 1.4000 0.0336 1.0305 0.0707 -#> 66: 92.1419 -5.7752 -2.1344 -4.1493 -0.9237 0.1494 4.5444 2.7076 1.1563 2.6439 0.1740 0.1091 1.4238 0.0341 1.0285 0.0688 -#> 67: 92.1187 -5.5967 -2.1430 -4.1460 -0.9074 0.1245 4.3172 2.5722 1.2052 2.6139 0.1868 0.1104 1.4100 0.0381 1.0508 0.0703 -#> 68: 92.1123 -5.6882 -2.1481 -4.1269 -0.9083 0.1206 4.1014 2.5548 1.2021 2.4832 0.1781 0.1462 1.3099 0.0417 1.0099 0.0713 -#> 69: 92.2511 -5.6923 -2.1456 -4.1315 -0.9077 0.1421 4.3551 2.6261 1.1850 2.3591 0.1692 0.1389 1.3546 0.0416 0.9516 0.0762 -#> 70: 92.0291 -5.7376 -2.1689 -4.1364 -0.8908 0.1407 4.1373 3.0520 1.1595 2.2495 0.1608 0.1465 1.3226 0.0436 0.9904 0.0711 -#> 71: 91.7690 -5.7223 -2.1773 -4.1986 -0.9036 0.1831 3.9304 2.8994 1.1015 2.4335 0.1527 0.1602 1.3135 0.0450 0.9564 0.0722 -#> 72: 91.4802 -5.7302 -2.2079 -4.2000 -0.8990 0.2112 3.7339 3.2965 1.1222 2.4612 0.1451 0.1622 1.3222 0.0426 1.0215 0.0717 -#> 73: 91.1247 -5.7803 -2.1827 -4.2214 -0.8876 0.1385 3.5472 3.2786 1.1612 2.5216 0.1650 0.1541 1.2811 0.0493 1.0076 0.0696 -#> 74: 90.9765 -5.6534 -2.1808 -4.2511 -0.8824 0.1308 3.8553 3.1146 1.1389 2.8140 0.1725 0.1464 1.2895 0.0518 1.0100 0.0707 -#> 75: 90.4805 -5.7293 -2.1481 -4.2613 -0.8704 0.1395 4.1255 2.9589 1.1623 2.7523 0.1713 0.1391 1.3112 0.0483 0.9439 0.0788 -#> 76: 90.3958 -5.7635 -2.1508 -4.2426 -0.8841 0.1402 4.7427 3.0223 1.2187 2.7243 0.1789 0.1321 1.3065 0.0468 0.9303 0.0758 -#> 77: 90.7518 -5.6517 -2.1498 -4.2773 -0.8730 0.1688 5.9340 2.8712 1.1840 2.8530 0.1828 0.1255 1.3553 0.0422 0.9755 0.0696 -#> 78: 91.0443 -5.7462 -2.1351 -4.2601 -0.8848 0.1746 5.6373 2.9912 1.1312 2.7659 0.1887 0.1192 1.3303 0.0410 0.8578 0.0744 -#> 79: 90.9631 -5.7307 -2.1618 -4.2593 -0.8965 0.1944 5.7520 3.1324 1.1206 2.8212 0.1875 0.1340 1.3519 0.0449 0.9006 0.0799 -#> 80: 90.8703 -5.7665 -2.1989 -4.2476 -0.9122 0.1933 5.4644 3.4527 1.1063 2.7920 0.1781 0.1273 1.3014 0.0497 0.9305 0.0792 -#> 81: 90.7781 -5.8702 -2.1789 -4.2821 -0.8828 0.1793 5.1912 3.7553 1.0662 3.0568 0.1807 0.1209 1.3120 0.0472 0.9808 0.0772 -#> 82: 90.8137 -6.1164 -2.2001 -4.3046 -0.8912 0.1916 4.9316 4.9023 1.0714 3.1363 0.1716 0.1149 1.2724 0.0539 1.0644 0.0693 -#> 83: 90.9900 -6.2077 -2.1695 -4.3121 -0.8924 0.1722 6.7123 5.3290 1.1120 3.2733 0.1741 0.1091 1.2822 0.0510 1.0142 0.0715 -#> 84: 90.8158 -6.3282 -2.1595 -4.2907 -0.9096 0.1818 6.3767 5.9725 1.1342 3.2384 0.1763 0.1037 1.2704 0.0420 0.8891 0.0834 -#> 85: 90.5926 -6.2052 -2.1643 -4.2780 -0.9000 0.1579 6.0579 5.6739 1.1472 3.0765 0.1751 0.0985 1.3263 0.0433 0.9484 0.0814 -#> 86: 90.3804 -6.2707 -2.1470 -4.2627 -0.9260 0.1650 5.7550 5.5542 1.1135 2.9227 0.1956 0.0936 1.2747 0.0447 0.9731 0.0780 -#> 87: 90.8425 -6.4455 -2.1135 -4.2273 -0.9294 0.1491 5.4672 6.8599 1.0716 2.7765 0.1858 0.0928 1.3204 0.0427 1.0005 0.0744 -#> 88: 91.2019 -6.2302 -2.1362 -4.1982 -0.9333 0.1615 5.1939 6.5169 1.1221 2.7203 0.1841 0.0928 1.2689 0.0466 0.9914 0.0771 -#> 89: 90.9907 -6.4173 -2.1174 -4.2493 -0.9182 0.1628 4.9342 6.2408 1.1719 2.9614 0.1749 0.1021 1.3580 0.0403 1.0171 0.0775 -#> 90: 91.1666 -6.5154 -2.1219 -4.2011 -0.9210 0.1594 4.6875 7.4895 1.1930 2.8133 0.1745 0.0970 1.2500 0.0432 0.9467 0.0799 -#> 91: 91.0165 -6.5918 -2.1465 -4.2231 -0.9079 0.1382 4.9772 7.3172 1.1706 2.6789 0.1810 0.1032 1.2958 0.0458 1.1223 0.0639 -#> 92: 91.5386 -6.6567 -2.1376 -4.2247 -0.9358 0.1696 5.5955 7.4188 1.1543 2.6339 0.1754 0.0980 1.2894 0.0463 0.9927 0.0764 -#> 93: 92.2552 -6.5096 -2.1645 -4.2340 -0.9393 0.1798 5.3157 7.0479 1.1612 2.6312 0.1718 0.0931 1.3698 0.0431 1.2649 0.0579 -#> 94: 91.7588 -6.4124 -2.1795 -4.2305 -0.9265 0.1842 5.8275 6.6955 1.1988 2.6403 0.1891 0.0884 1.3022 0.0481 1.0741 0.0713 -#> 95: 91.6694 -6.2975 -2.1946 -4.2442 -0.9392 0.2004 5.5361 6.3607 1.1399 2.7164 0.1796 0.1027 1.2519 0.0513 1.0982 0.0724 -#> 96: 91.2252 -6.0124 -2.2316 -4.2701 -0.8946 0.2375 5.2593 6.0427 1.0829 2.7921 0.2024 0.1147 1.3343 0.0426 1.3064 0.0560 -#> 97: 91.0388 -5.9178 -2.2563 -4.2703 -0.9093 0.2304 5.6825 5.7405 1.0890 2.7678 0.2113 0.1090 1.3517 0.0484 1.4160 0.0493 -#> 98: 90.9013 -6.1325 -2.2597 -4.2776 -0.9133 0.2447 5.7546 5.4535 1.1028 2.6806 0.2130 0.1182 1.2983 0.0451 1.2436 0.0584 -#> 99: 91.2086 -6.0047 -2.2719 -4.2972 -0.9136 0.2738 5.4668 5.1808 1.1776 2.7160 0.2132 0.1123 1.3301 0.0431 1.1850 0.0628 -#> 100: 91.3181 -5.9175 -2.2311 -4.3202 -0.8947 0.2844 5.1935 4.9218 1.1187 2.8660 0.2289 0.1471 1.3409 0.0371 0.9566 0.0806 -#> 101: 91.5112 -5.7721 -2.2292 -4.3060 -0.8842 0.3006 6.3617 4.6757 1.0628 2.7227 0.2174 0.1500 1.3269 0.0407 1.2002 0.0592 -#> 102: 91.5205 -5.9982 -2.2162 -4.3041 -0.8813 0.3065 7.7957 4.4419 1.0320 2.7176 0.2290 0.1474 1.3218 0.0392 0.9685 0.0783 -#> 103: 91.2416 -5.7012 -2.2204 -4.3198 -0.8610 0.3180 7.4059 4.2198 1.0242 2.5817 0.2175 0.1714 1.3003 0.0395 0.9472 0.0825 -#> 104: 91.2662 -5.8136 -2.2357 -4.3063 -0.8700 0.3110 7.0356 4.0088 1.0024 2.4701 0.2067 0.1939 1.2806 0.0407 1.0387 0.0743 -#> 105: 91.4688 -5.7922 -2.2204 -4.3319 -0.8703 0.2767 6.6838 3.8084 0.9751 2.6368 0.1963 0.1967 1.3320 0.0470 1.2043 0.0580 -#> 106: 91.3665 -5.8505 -2.2225 -4.3614 -0.8757 0.2922 7.1982 3.6180 1.0018 2.6378 0.1865 0.2132 1.2613 0.0464 1.0683 0.0693 -#> 107: 91.4934 -5.8933 -2.1993 -4.3433 -0.9112 0.3267 6.8383 3.7379 0.9616 2.5329 0.1772 0.2169 1.2911 0.0449 1.0688 0.0731 -#> 108: 92.1268 -5.7807 -2.1863 -4.4348 -0.9273 0.3235 6.4964 3.5510 1.0093 2.9025 0.1718 0.2061 1.3153 0.0414 0.8982 0.0796 -#> 109: 91.6585 -5.9778 -2.2083 -4.3550 -0.9061 0.3339 6.1715 4.5778 1.0600 2.7574 0.1755 0.2163 1.2754 0.0382 0.8100 0.0868 -#> 110: 92.0456 -5.6784 -2.2236 -4.3483 -0.8911 0.3022 5.8630 4.3489 1.0427 2.6195 0.1667 0.2472 1.3782 0.0336 0.7819 0.0931 -#> 111: 92.2862 -5.6624 -2.1985 -4.3680 -0.9178 0.3156 5.5698 4.1315 1.0149 2.5443 0.1622 0.2348 1.3541 0.0415 0.7848 0.0868 -#> 112: 92.5436 -5.6572 -2.2134 -4.3290 -0.9267 0.3025 5.2913 3.9249 1.0720 2.5118 0.1541 0.2231 1.3798 0.0385 0.9087 0.0799 -#> 113: 92.5970 -5.6263 -2.2030 -4.3044 -0.9123 0.2856 5.0268 3.7287 1.1371 2.4674 0.1764 0.2119 1.3007 0.0455 0.8651 0.0850 -#> 114: 92.9227 -5.6379 -2.2032 -4.2926 -0.9187 0.3282 4.7754 3.5422 1.1022 2.4105 0.1676 0.2013 1.3103 0.0439 0.9003 0.0815 -#> 115: 92.7678 -5.8033 -2.1888 -4.2988 -0.9406 0.3026 4.5367 3.3651 1.1127 2.5043 0.1592 0.1913 1.3643 0.0420 0.9649 0.0800 -#> 116: 92.0655 -5.8531 -2.2033 -4.2989 -0.9487 0.3013 4.3098 3.6792 1.1260 2.4981 0.1513 0.1817 1.2783 0.0445 0.9812 0.0818 -#> 117: 92.2258 -5.7861 -2.2095 -4.3393 -0.9399 0.2998 4.0943 3.4952 1.0697 2.7102 0.1437 0.1752 1.3037 0.0426 0.9067 0.0786 -#> 118: 92.3560 -5.8080 -2.2058 -4.3166 -0.9480 0.2743 4.6025 3.3205 1.0709 2.6198 0.1432 0.1747 1.2850 0.0481 0.9236 0.0769 -#> 119: 92.0489 -5.7726 -2.1972 -4.2740 -0.9087 0.2627 4.3723 3.1544 1.0892 2.4888 0.1620 0.1660 1.2659 0.0435 0.8389 0.0832 -#> 120: 91.9163 -5.8211 -2.2101 -4.2770 -0.9142 0.2674 4.1537 3.1700 1.0985 2.5003 0.1795 0.1577 1.2289 0.0454 0.9280 0.0826 -#> 121: 92.0274 -5.7601 -2.1916 -4.2686 -0.9055 0.2571 3.9460 3.1181 1.1026 2.3985 0.1908 0.1498 1.3015 0.0432 0.9363 0.0807 -#> 122: 92.2933 -5.7972 -2.2019 -4.2888 -0.8932 0.2679 3.7487 3.1755 1.0809 2.3976 0.1843 0.1636 1.2918 0.0433 0.8760 0.0803 -#> 123: 92.3361 -5.8903 -2.1745 -4.3386 -0.9157 0.2665 3.5613 3.8794 1.1308 2.5838 0.1751 0.1555 1.3219 0.0421 0.8987 0.0806 -#> 124: 92.5677 -6.0471 -2.1638 -4.2764 -0.9325 0.2645 3.3832 4.6152 1.1336 2.4546 0.1664 0.1526 1.2938 0.0375 0.9412 0.0798 -#> 125: 92.7852 -5.9841 -2.1661 -4.2825 -0.9373 0.2866 3.2141 4.3844 1.0770 2.3788 0.1581 0.1727 1.3137 0.0417 0.9228 0.0733 -#> 126: 92.7867 -5.9126 -2.1636 -4.2413 -0.9141 0.2756 3.0534 4.1652 1.0857 2.2921 0.1502 0.1994 1.2428 0.0450 0.8206 0.0795 -#> 127: 92.8733 -5.9110 -2.1546 -4.2269 -0.9258 0.2531 2.9007 3.9569 1.0914 2.3822 0.1426 0.2029 1.3043 0.0369 0.8206 0.0795 -#> 128: 93.0457 -5.9202 -2.1505 -4.2076 -0.9466 0.2463 3.3353 3.7591 1.0647 2.3012 0.1355 0.2180 1.3420 0.0385 0.8503 0.0803 -#> 129: 92.9207 -5.9882 -2.1704 -4.2204 -0.9319 0.2464 4.3160 4.4368 1.1187 2.3415 0.1386 0.2316 1.2546 0.0435 0.8777 0.0830 -#> 130: 92.2660 -6.2043 -2.1712 -4.2251 -0.9276 0.2186 4.4370 5.1440 1.0817 2.3426 0.1338 0.2200 1.2733 0.0476 0.9132 0.0753 -#> 131: 92.1286 -6.4163 -2.1634 -4.2642 -0.9223 0.2300 4.2151 6.2253 1.0614 2.5012 0.1333 0.2090 1.2690 0.0430 0.8201 0.0814 -#> 132: 92.0287 -6.4297 -2.1522 -4.2717 -0.9259 0.2250 4.0044 6.1979 1.0791 2.5146 0.1314 0.1985 1.2736 0.0449 0.8671 0.0784 -#> 133: 91.6843 -6.1415 -2.1685 -4.2553 -0.9349 0.2209 3.8041 5.8880 1.1445 2.4277 0.1248 0.2026 1.3381 0.0426 0.9129 0.0858 -#> 134: 91.6928 -6.1408 -2.1467 -4.2709 -0.9270 0.2648 3.6139 5.5936 1.0873 2.5602 0.1305 0.1925 1.3202 0.0416 0.7626 0.0936 -#> 135: 91.7984 -6.0371 -2.1673 -4.2572 -0.9497 0.2480 3.4332 5.3139 1.0649 2.4322 0.1389 0.1829 1.2592 0.0544 0.9459 0.0831 -#> 136: 91.9754 -6.1770 -2.1769 -4.2311 -0.9401 0.2435 3.2616 5.0482 1.0717 2.3106 0.1691 0.1737 1.3170 0.0436 1.0497 0.0816 -#> 137: 92.1546 -6.1216 -2.1731 -4.2278 -0.9401 0.2492 3.0985 4.9378 1.0200 2.1950 0.1606 0.1988 1.4019 0.0421 1.0200 0.0766 -#> 138: 92.2370 -5.9463 -2.1794 -4.1949 -0.9321 0.2460 2.9436 4.6909 1.0203 2.1200 0.1535 0.1947 1.3378 0.0425 0.9448 0.0804 -#> 139: 92.2025 -5.8849 -2.1820 -4.1868 -0.9200 0.2294 2.9458 4.4564 0.9875 2.1260 0.1759 0.2080 1.3244 0.0428 1.0110 0.0778 -#> 140: 91.8182 -5.7494 -2.1569 -4.1998 -0.9095 0.2318 2.7985 4.2336 1.0015 2.1507 0.1830 0.2113 1.3502 0.0432 0.7716 0.0922 -#> 141: 91.8292 -5.9568 -2.1640 -4.2109 -0.9122 0.2130 4.4608 4.0219 1.0180 2.1032 0.1739 0.2057 1.3594 0.0419 0.8088 0.0883 -#> 142: 91.9995 -6.0927 -2.1471 -4.2313 -0.9091 0.1875 4.5415 4.7705 1.0571 2.1286 0.1810 0.1954 1.4145 0.0406 0.8943 0.0847 -#> 143: 91.9160 -5.9892 -2.1546 -4.2043 -0.9355 0.1819 4.3145 4.5320 1.1337 2.1453 0.1888 0.2208 1.3449 0.0394 1.0910 0.0797 -#> 144: 92.0136 -5.9765 -2.1643 -4.2346 -0.9448 0.2455 4.3041 4.3054 1.1130 2.1300 0.1817 0.3253 1.3828 0.0340 1.0535 0.0873 -#> 145: 92.3893 -6.2224 -2.1211 -4.2316 -0.9405 0.2285 5.2279 4.9099 1.0573 2.1037 0.1727 0.3091 1.3797 0.0340 1.0160 0.0832 -#> 146: 92.6097 -6.2204 -2.1406 -4.2210 -0.9217 0.1762 4.9665 5.4466 1.0724 2.1658 0.1640 0.2936 1.4421 0.0408 1.2412 0.0674 -#> 147: 92.8499 -6.0091 -2.1165 -4.2234 -0.9682 0.1783 4.7182 5.1743 1.0188 2.1714 0.1722 0.2789 1.4545 0.0397 1.4472 0.0556 -#> 148: 92.6602 -5.8003 -2.1059 -4.2132 -0.9282 0.2102 4.4823 4.9156 1.0106 2.1075 0.1880 0.2684 1.4013 0.0413 1.0748 0.0758 -#> 149: 92.7388 -5.8727 -2.1569 -4.2185 -0.9266 0.1868 4.2581 4.6698 1.1447 2.0851 0.1786 0.2550 1.3137 0.0413 0.9963 0.0723 -#> 150: 92.7348 -5.7926 -2.1184 -4.2257 -0.9324 0.1966 4.0452 4.4363 1.1760 2.1508 0.1697 0.2704 1.3792 0.0363 0.8204 0.0889 -#> 151: 92.7968 -5.7301 -2.1179 -4.1959 -0.9275 0.1927 3.8430 4.2145 1.1707 2.1702 0.1842 0.2569 1.3789 0.0387 0.7890 0.0873 -#> 152: 92.9011 -5.7417 -2.1622 -4.2086 -0.9215 0.1784 2.0089 3.0670 1.1984 2.2253 0.1814 0.2507 1.3431 0.0395 0.9622 0.0780 -#> 153: 92.8020 -5.7707 -2.1494 -4.2128 -0.9228 0.1818 2.2261 2.9648 1.1192 2.3058 0.1749 0.2548 1.3671 0.0369 0.9507 0.0744 -#> 154: 92.5217 -5.8043 -2.1447 -4.2074 -0.9303 0.1766 2.7638 3.1314 1.1141 2.2814 0.1811 0.2389 1.3250 0.0408 1.0538 0.0689 -#> 155: 92.8765 -5.5586 -2.1275 -4.1639 -0.9320 0.1434 2.4217 2.4658 1.1231 2.1314 0.1746 0.2426 1.3785 0.0407 0.9682 0.0796 -#> 156: 93.0074 -5.6819 -2.1343 -4.1819 -0.9382 0.1587 1.4756 2.7496 1.1200 2.1700 0.1849 0.2320 1.3643 0.0395 1.0875 0.0653 -#> 157: 92.7950 -5.6827 -2.1178 -4.1808 -0.9553 0.1585 1.1607 2.5156 1.1129 2.2109 0.1724 0.2366 1.4045 0.0374 1.1322 0.0676 -#> 158: 92.7684 -5.7106 -2.0933 -4.2149 -0.9717 0.1602 1.4884 2.6532 1.1269 2.1388 0.1838 0.2666 1.4009 0.0348 0.8728 0.0832 -#> 159: 93.0980 -5.8911 -2.1297 -4.2160 -0.9660 0.1407 1.6034 3.3765 1.1182 2.1661 0.1705 0.2804 1.3557 0.0430 1.0076 0.0776 -#> 160: 93.1849 -5.9433 -2.1177 -4.1735 -0.9436 0.1324 1.8692 4.0887 1.1252 2.0213 0.1642 0.2922 1.3251 0.0386 0.8586 0.0820 -#> 161: 93.4771 -5.7768 -2.0899 -4.1697 -0.9670 0.1043 2.0938 2.9110 1.1069 1.9538 0.1820 0.3046 1.3270 0.0413 0.8220 0.0855 -#> 162: 93.4961 -5.6516 -2.0965 -4.1633 -0.9708 0.1263 2.2053 2.3022 1.1179 1.9555 0.1758 0.2891 1.3158 0.0417 0.9943 0.0768 -#> 163: 93.1627 -5.5944 -2.1527 -4.1633 -0.9488 0.1452 2.9600 2.3291 1.1027 1.9555 0.1766 0.3000 1.3626 0.0376 0.9790 0.0743 -#> 164: 92.7951 -5.6646 -2.1539 -4.1699 -0.9447 0.1863 2.9195 2.7599 1.0794 1.9511 0.1651 0.2918 1.4091 0.0357 1.1005 0.0709 -#> 165: 92.6045 -5.5927 -2.1842 -4.1770 -0.9436 0.1939 2.2014 2.3213 1.0622 1.9775 0.1671 0.2899 1.3945 0.0372 1.0533 0.0694 -#> 166: 92.6660 -5.5922 -2.1438 -4.1611 -0.9441 0.1767 1.8951 2.3445 1.1025 2.0399 0.1802 0.2802 1.4229 0.0354 1.1552 0.0682 -#> 167: 92.4353 -5.5118 -2.1415 -4.1730 -0.9124 0.1827 1.5029 1.8145 1.0701 2.0090 0.1727 0.2642 1.4525 0.0362 1.0577 0.0754 -#> 168: 92.3761 -5.5522 -2.1625 -4.1911 -0.9114 0.1782 1.2703 2.0808 1.0814 2.0588 0.1810 0.2658 1.3973 0.0364 0.9874 0.0729 -#> 169: 92.5240 -5.6102 -2.1396 -4.1793 -0.8972 0.1722 1.3115 2.2750 1.0759 2.0910 0.2147 0.2549 1.3553 0.0392 0.9770 0.0759 -#> 170: 92.3827 -5.5942 -2.1231 -4.1847 -0.9338 0.1525 1.5707 2.3778 1.0542 2.0824 0.2042 0.2519 1.4424 0.0363 1.1270 0.0687 -#> 171: 92.1706 -5.6171 -2.1619 -4.1926 -0.9056 0.1390 1.0935 2.2869 1.1239 2.1697 0.1946 0.2624 1.2980 0.0411 0.9988 0.0740 -#> 172: 92.1491 -5.5704 -2.1447 -4.1913 -0.9285 0.1649 1.0292 2.2160 1.1231 2.1905 0.1860 0.2518 1.3154 0.0375 1.0152 0.0772 -#> 173: 91.9987 -5.5411 -2.1434 -4.1803 -0.9056 0.1585 0.6511 1.9989 1.0892 2.2283 0.1899 0.2413 1.3814 0.0380 1.1733 0.0693 -#> 174: 92.0377 -5.5419 -2.1081 -4.1928 -0.9057 0.1418 0.9013 2.0933 1.1813 2.2773 0.1756 0.2559 1.4419 0.0343 0.9942 0.0801 -#> 175: 92.0266 -5.5125 -2.1014 -4.1775 -0.9119 0.1371 0.7194 2.0624 1.1848 2.2328 0.1754 0.2504 1.3987 0.0353 1.0838 0.0728 -#> 176: 92.0365 -5.5658 -2.0914 -4.1646 -0.8956 0.1096 0.7557 2.0588 1.1642 2.1610 0.1617 0.2722 1.3658 0.0347 0.9405 0.0757 -#> 177: 91.8661 -5.6799 -2.0950 -4.1695 -0.9010 0.1193 0.8835 2.8899 1.1394 2.1886 0.1809 0.2777 1.3841 0.0351 0.9178 0.0794 -#> 178: 91.9392 -5.7853 -2.1139 -4.1711 -0.9190 0.1222 0.6673 3.0461 1.1712 2.1948 0.1576 0.2237 1.3623 0.0383 0.9060 0.0795 -#> 179: 92.0116 -5.7560 -2.1418 -4.1711 -0.9153 0.1034 0.4356 2.9139 1.1653 2.1948 0.1497 0.2364 1.3387 0.0392 0.9327 0.0793 -#> 180: 92.1013 -5.7920 -2.1368 -4.1654 -0.9059 0.0912 0.3859 3.2592 1.1357 2.1744 0.1570 0.2337 1.3622 0.0408 1.0299 0.0739 -#> 181: 92.1032 -5.8125 -2.1260 -4.1791 -0.9404 0.1731 0.4091 3.0817 1.1113 2.2356 0.1572 0.2742 1.4509 0.0340 0.9180 0.0865 -#> 182: 92.1315 -5.7991 -2.1327 -4.1737 -0.9319 0.1519 0.3145 3.0292 1.1520 2.1360 0.1661 0.2482 1.4105 0.0361 1.1338 0.0748 -#> 183: 92.1350 -6.0470 -2.1264 -4.1707 -0.9525 0.1787 0.2045 3.8296 1.1229 2.1369 0.1735 0.2453 1.3132 0.0350 1.0507 0.0759 -#> 184: 92.0539 -5.9856 -2.1289 -4.1968 -0.9281 0.1789 0.1166 3.9425 1.0558 2.2320 0.1658 0.2253 1.3390 0.0355 1.1271 0.0720 -#> 185: 92.0755 -6.0524 -2.1385 -4.2076 -0.9313 0.1794 0.1193 4.2430 1.0465 2.3571 0.1566 0.2152 1.3777 0.0368 1.2013 0.0631 -#> 186: 92.1639 -6.0663 -2.1399 -4.1869 -0.9311 0.1817 0.1392 4.4053 1.0495 2.4857 0.1532 0.2331 1.3751 0.0365 1.0497 0.0697 -#> 187: 92.1759 -6.3052 -2.1469 -4.2221 -0.9428 0.1970 0.1356 5.5622 0.9953 2.3367 0.1451 0.2359 1.3754 0.0367 1.0969 0.0656 -#> 188: 92.1744 -6.0494 -2.1406 -4.2445 -0.9595 0.2089 0.1364 4.3818 0.9882 2.4074 0.1480 0.2364 1.3709 0.0396 1.1259 0.0642 -#> 189: 92.1989 -6.1255 -2.1138 -4.2037 -0.9368 0.1796 0.1444 4.6756 0.9840 2.3786 0.1502 0.2303 1.3979 0.0393 1.2011 0.0630 -#> 190: 92.0944 -6.1343 -2.1536 -4.2106 -0.9267 0.2105 0.1288 4.4977 1.0475 2.3593 0.1443 0.2396 1.3247 0.0384 1.1304 0.0711 -#> 191: 92.1238 -6.0639 -2.1462 -4.2883 -0.9311 0.2155 0.1246 4.1066 1.0428 2.6836 0.1442 0.2344 1.4041 0.0344 1.1631 0.0684 -#> 192: 92.1328 -6.0743 -2.1232 -4.3119 -0.9586 0.2319 0.1192 4.1348 1.0020 2.7067 0.1466 0.2515 1.4039 0.0355 1.0021 0.0772 -#> 193: 92.0881 -5.8697 -2.1298 -4.2691 -0.9309 0.2295 0.1050 3.4476 0.9879 2.5496 0.1344 0.2348 1.4677 0.0351 1.0332 0.0705 -#> 194: 92.1086 -5.7557 -2.1176 -4.3249 -0.9029 0.2183 0.0702 2.7793 1.0043 2.8853 0.1460 0.2213 1.4733 0.0325 1.0929 0.0681 -#> 195: 92.1265 -5.8976 -2.1506 -4.2932 -0.9267 0.2511 0.0593 3.4959 0.9881 2.6806 0.1278 0.2505 1.6138 0.0350 1.1327 0.0703 -#> 196: 92.1316 -5.7018 -2.1627 -4.2889 -0.9278 0.2392 0.0717 2.9210 1.0160 2.7067 0.1470 0.2350 1.5063 0.0418 1.0525 0.0734 -#> 197: 92.1756 -5.7899 -2.1604 -4.2819 -0.9248 0.2765 0.0754 2.9991 1.0167 2.6170 0.1465 0.2314 1.4982 0.0387 1.0504 0.0774 -#> 198: 92.2153 -5.8248 -2.1571 -4.2245 -0.9350 0.2195 0.0651 3.0128 0.9196 2.3123 0.1451 0.2363 1.3965 0.0453 1.1561 0.0650 -#> 199: 92.1935 -5.8187 -2.1505 -4.2123 -0.9452 0.2406 0.0535 3.0017 0.9553 2.2771 0.1338 0.2415 1.4485 0.0407 1.0647 0.0699 -#> 200: 92.2308 -5.6732 -2.1578 -4.2182 -0.9324 0.2330 0.0618 2.4070 1.0687 2.2978 0.1513 0.2199 1.4101 0.0385 1.0283 0.0741 -#> 201: 92.2305 -5.6796 -2.1604 -4.2064 -0.9320 0.2262 0.0530 2.4360 1.0551 2.2994 0.1529 0.2219 1.3653 0.0407 1.0115 0.0757 -#> 202: 92.2259 -5.7201 -2.1550 -4.2058 -0.9263 0.2208 0.0461 2.6422 1.0351 2.2888 0.1520 0.2100 1.3739 0.0418 1.0474 0.0730 -#> 203: 92.2212 -5.7539 -2.1457 -4.2037 -0.9303 0.2163 0.0422 2.8480 1.0403 2.2723 0.1465 0.2070 1.3973 0.0404 1.0518 0.0729 -#> 204: 92.2164 -5.8068 -2.1371 -4.2093 -0.9300 0.2163 0.0383 3.1313 1.0426 2.2984 0.1423 0.2091 1.4025 0.0391 1.0284 0.0737 -#> 205: 92.2120 -5.8371 -2.1369 -4.2142 -0.9308 0.2156 0.0347 3.2786 1.0392 2.3249 0.1390 0.2048 1.4115 0.0385 1.0161 0.0733 -#> 206: 92.2071 -5.8681 -2.1391 -4.2176 -0.9287 0.2158 0.0336 3.4917 1.0442 2.3461 0.1388 0.2041 1.4017 0.0394 0.9977 0.0735 -#> 207: 92.2078 -5.8966 -2.1424 -4.2230 -0.9286 0.2181 0.0337 3.6741 1.0456 2.3743 0.1369 0.2009 1.3988 0.0397 0.9792 0.0740 -#> 208: 92.2077 -5.8972 -2.1459 -4.2249 -0.9300 0.2208 0.0340 3.6775 1.0460 2.3889 0.1362 0.1985 1.3969 0.0394 0.9729 0.0742 -#> 209: 92.2091 -5.8831 -2.1488 -4.2271 -0.9326 0.2227 0.0337 3.6019 1.0465 2.4005 0.1380 0.1967 1.3949 0.0395 0.9745 0.0741 -#> 210: 92.2115 -5.8806 -2.1490 -4.2282 -0.9349 0.2238 0.0324 3.5652 1.0516 2.4211 0.1386 0.1979 1.3941 0.0391 0.9820 0.0740 -#> 211: 92.2151 -5.8791 -2.1516 -4.2291 -0.9363 0.2258 0.0318 3.5315 1.0458 2.4465 0.1390 0.1989 1.3918 0.0394 0.9901 0.0735 -#> 212: 92.2189 -5.8789 -2.1532 -4.2297 -0.9380 0.2269 0.0312 3.4989 1.0434 2.4718 0.1409 0.1993 1.3884 0.0394 1.0007 0.0732 -#> 213: 92.2226 -5.8714 -2.1556 -4.2287 -0.9395 0.2255 0.0313 3.4460 1.0440 2.4800 0.1413 0.1993 1.3859 0.0397 1.0157 0.0722 -#> 214: 92.2233 -5.8706 -2.1553 -4.2279 -0.9394 0.2237 0.0309 3.4283 1.0431 2.4809 0.1414 0.2003 1.3849 0.0399 1.0186 0.0720 -#> 215: 92.2242 -5.8750 -2.1536 -4.2285 -0.9390 0.2212 0.0312 3.4442 1.0455 2.4800 0.1417 0.2015 1.3830 0.0401 1.0126 0.0723 -#> 216: 92.2252 -5.8788 -2.1521 -4.2277 -0.9393 0.2192 0.0316 3.4718 1.0459 2.4791 0.1410 0.2028 1.3817 0.0402 1.0046 0.0726 -#> 217: 92.2255 -5.8869 -2.1516 -4.2268 -0.9400 0.2177 0.0322 3.5295 1.0456 2.4751 0.1407 0.2042 1.3814 0.0401 1.0011 0.0729 -#> 218: 92.2230 -5.8819 -2.1511 -4.2259 -0.9400 0.2164 0.0327 3.5004 1.0473 2.4693 0.1399 0.2051 1.3784 0.0401 0.9962 0.0731 -#> 219: 92.2206 -5.8761 -2.1499 -4.2269 -0.9393 0.2156 0.0325 3.4736 1.0494 2.4667 0.1399 0.2066 1.3794 0.0399 0.9925 0.0734 -#> 220: 92.2185 -5.8775 -2.1494 -4.2267 -0.9380 0.2150 0.0331 3.4894 1.0511 2.4596 0.1396 0.2090 1.3788 0.0398 0.9881 0.0734 -#> 221: 92.2180 -5.8774 -2.1499 -4.2271 -0.9369 0.2142 0.0328 3.4873 1.0518 2.4559 0.1399 0.2109 1.3776 0.0399 0.9842 0.0735 -#> 222: 92.2191 -5.8833 -2.1503 -4.2280 -0.9359 0.2127 0.0328 3.5384 1.0518 2.4533 0.1400 0.2114 1.3778 0.0400 0.9825 0.0735 -#> 223: 92.2199 -5.8831 -2.1486 -4.2288 -0.9343 0.2112 0.0326 3.5474 1.0539 2.4515 0.1396 0.2127 1.3795 0.0398 0.9806 0.0735 -#> 224: 92.2206 -5.8870 -2.1467 -4.2283 -0.9331 0.2093 0.0324 3.5619 1.0550 2.4482 0.1395 0.2133 1.3805 0.0395 0.9792 0.0735 -#> 225: 92.2218 -5.8929 -2.1459 -4.2289 -0.9328 0.2086 0.0322 3.6001 1.0548 2.4492 0.1388 0.2142 1.3804 0.0393 0.9809 0.0734 -#> 226: 92.2228 -5.8909 -2.1440 -4.2293 -0.9322 0.2082 0.0320 3.6007 1.0566 2.4513 0.1383 0.2143 1.3826 0.0390 0.9815 0.0737 -#> 227: 92.2234 -5.8838 -2.1444 -4.2304 -0.9319 0.2088 0.0319 3.5748 1.0551 2.4562 0.1381 0.2140 1.3814 0.0390 0.9836 0.0736 -#> 228: 92.2243 -5.8835 -2.1444 -4.2314 -0.9326 0.2093 0.0317 3.5756 1.0526 2.4607 0.1377 0.2143 1.3824 0.0389 0.9901 0.0733 -#> 229: 92.2251 -5.8916 -2.1442 -4.2307 -0.9330 0.2095 0.0318 3.6344 1.0501 2.4580 0.1371 0.2148 1.3850 0.0388 0.9930 0.0733 -#> 230: 92.2250 -5.8951 -2.1442 -4.2303 -0.9334 0.2107 0.0318 3.6533 1.0475 2.4550 0.1369 0.2150 1.3872 0.0387 0.9953 0.0734 -#> 231: 92.2247 -5.8964 -2.1444 -4.2300 -0.9345 0.2119 0.0322 3.6564 1.0446 2.4549 0.1368 0.2151 1.3899 0.0388 0.9991 0.0733 -#> 232: 92.2230 -5.8982 -2.1451 -4.2306 -0.9352 0.2132 0.0326 3.6643 1.0422 2.4591 0.1365 0.2155 1.3934 0.0388 1.0052 0.0729 -#> 233: 92.2223 -5.9022 -2.1455 -4.2327 -0.9354 0.2141 0.0329 3.6824 1.0396 2.4697 0.1362 0.2165 1.3970 0.0388 1.0107 0.0726 -#> 234: 92.2200 -5.9075 -2.1457 -4.2324 -0.9348 0.2140 0.0335 3.7056 1.0364 2.4735 0.1366 0.2174 1.3977 0.0388 1.0163 0.0723 -#> 235: 92.2171 -5.9094 -2.1457 -4.2338 -0.9342 0.2142 0.0342 3.7222 1.0339 2.4854 0.1372 0.2189 1.3999 0.0389 1.0228 0.0721 -#> 236: 92.2161 -5.9195 -2.1464 -4.2368 -0.9340 0.2140 0.0346 3.7789 1.0329 2.4986 0.1376 0.2200 1.4007 0.0389 1.0281 0.0721 -#> 237: 92.2163 -5.9214 -2.1469 -4.2390 -0.9330 0.2143 0.0347 3.7862 1.0329 2.5074 0.1378 0.2195 1.4030 0.0389 1.0320 0.0719 -#> 238: 92.2165 -5.9203 -2.1473 -4.2399 -0.9326 0.2143 0.0347 3.7781 1.0336 2.5100 0.1381 0.2186 1.4031 0.0388 1.0347 0.0719 -#> 239: 92.2173 -5.9212 -2.1471 -4.2403 -0.9325 0.2136 0.0344 3.7908 1.0350 2.5128 0.1384 0.2175 1.4021 0.0389 1.0352 0.0718 -#> 240: 92.2178 -5.9217 -2.1470 -4.2394 -0.9322 0.2133 0.0342 3.8082 1.0363 2.5118 0.1384 0.2169 1.4025 0.0387 1.0345 0.0719 -#> 241: 92.2177 -5.9200 -2.1470 -4.2383 -0.9318 0.2136 0.0340 3.8123 1.0381 2.5110 0.1385 0.2161 1.4028 0.0387 1.0336 0.0720 -#> 242: 92.2170 -5.9109 -2.1478 -4.2371 -0.9308 0.2136 0.0340 3.7766 1.0387 2.5090 0.1385 0.2157 1.4027 0.0386 1.0322 0.0720 -#> 243: 92.2165 -5.9029 -2.1484 -4.2371 -0.9300 0.2140 0.0340 3.7433 1.0389 2.5128 0.1386 0.2150 1.4032 0.0385 1.0342 0.0720 -#> 244: 92.2161 -5.8998 -2.1489 -4.2374 -0.9294 0.2143 0.0340 3.7242 1.0392 2.5173 0.1386 0.2148 1.4030 0.0384 1.0343 0.0720 -#> 245: 92.2153 -5.9048 -2.1494 -4.2370 -0.9291 0.2149 0.0339 3.7491 1.0399 2.5182 0.1386 0.2146 1.4019 0.0383 1.0317 0.0722 -#> 246: 92.2147 -5.9093 -2.1498 -4.2371 -0.9289 0.2156 0.0339 3.7727 1.0409 2.5218 0.1384 0.2145 1.4016 0.0382 1.0309 0.0724 -#> 247: 92.2143 -5.9124 -2.1503 -4.2368 -0.9286 0.2159 0.0338 3.7972 1.0408 2.5232 0.1383 0.2144 1.4012 0.0382 1.0297 0.0725 -#> 248: 92.2137 -5.9122 -2.1500 -4.2367 -0.9286 0.2160 0.0336 3.8036 1.0409 2.5245 0.1382 0.2141 1.4022 0.0381 1.0272 0.0727 -#> 249: 92.2133 -5.9101 -2.1501 -4.2364 -0.9288 0.2160 0.0334 3.7984 1.0406 2.5268 0.1383 0.2136 1.4031 0.0381 1.0273 0.0726 -#> 250: 92.2139 -5.9115 -2.1502 -4.2368 -0.9289 0.2167 0.0335 3.8015 1.0412 2.5326 0.1380 0.2132 1.4035 0.0381 1.0261 0.0727 -#> 251: 92.2132 -5.9123 -2.1502 -4.2373 -0.9297 0.2170 0.0338 3.8015 1.0421 2.5362 0.1376 0.2126 1.4053 0.0379 1.0274 0.0727 -#> 252: 92.2128 -5.9106 -2.1502 -4.2366 -0.9299 0.2174 0.0338 3.7931 1.0427 2.5345 0.1371 0.2120 1.4062 0.0379 1.0262 0.0728 -#> 253: 92.2118 -5.9098 -2.1492 -4.2364 -0.9297 0.2173 0.0340 3.8011 1.0420 2.5338 0.1369 0.2121 1.4074 0.0378 1.0232 0.0731 -#> 254: 92.2107 -5.9104 -2.1479 -4.2362 -0.9296 0.2171 0.0341 3.8085 1.0398 2.5330 0.1366 0.2123 1.4093 0.0377 1.0230 0.0731 -#> 255: 92.2103 -5.9133 -2.1466 -4.2359 -0.9299 0.2166 0.0341 3.8219 1.0381 2.5346 0.1363 0.2122 1.4105 0.0377 1.0230 0.0731 -#> 256: 92.2094 -5.9171 -2.1453 -4.2356 -0.9299 0.2161 0.0341 3.8498 1.0366 2.5366 0.1362 0.2123 1.4114 0.0375 1.0239 0.0731 -#> 257: 92.2091 -5.9169 -2.1441 -4.2353 -0.9302 0.2153 0.0341 3.8529 1.0347 2.5385 0.1360 0.2118 1.4126 0.0375 1.0265 0.0729 -#> 258: 92.2089 -5.9191 -2.1431 -4.2349 -0.9301 0.2145 0.0340 3.8608 1.0331 2.5392 0.1359 0.2119 1.4126 0.0375 1.0282 0.0728 -#> 259: 92.2093 -5.9249 -2.1426 -4.2337 -0.9301 0.2145 0.0341 3.8853 1.0321 2.5385 0.1361 0.2120 1.4114 0.0374 1.0280 0.0728 -#> 260: 92.2095 -5.9297 -2.1415 -4.2328 -0.9303 0.2146 0.0339 3.9108 1.0302 2.5367 0.1358 0.2125 1.4112 0.0373 1.0265 0.0729 -#> 261: 92.2096 -5.9341 -2.1407 -4.2321 -0.9307 0.2147 0.0338 3.9343 1.0278 2.5343 0.1356 0.2131 1.4121 0.0373 1.0272 0.0728 -#> 262: 92.2094 -5.9342 -2.1398 -4.2312 -0.9310 0.2149 0.0336 3.9314 1.0254 2.5313 0.1356 0.2139 1.4115 0.0372 1.0249 0.0729 -#> 263: 92.2088 -5.9376 -2.1388 -4.2304 -0.9313 0.2153 0.0334 3.9452 1.0232 2.5289 0.1357 0.2143 1.4109 0.0371 1.0228 0.0731 -#> 264: 92.2077 -5.9410 -2.1379 -4.2301 -0.9317 0.2153 0.0333 3.9571 1.0204 2.5265 0.1356 0.2147 1.4105 0.0371 1.0224 0.0731 -#> 265: 92.2069 -5.9454 -2.1374 -4.2296 -0.9322 0.2154 0.0332 3.9800 1.0182 2.5230 0.1356 0.2147 1.4115 0.0371 1.0232 0.0730 -#> 266: 92.2067 -5.9463 -2.1370 -4.2291 -0.9324 0.2155 0.0330 3.9809 1.0165 2.5217 0.1354 0.2148 1.4121 0.0371 1.0220 0.0730 -#> 267: 92.2064 -5.9492 -2.1368 -4.2282 -0.9329 0.2154 0.0328 3.9874 1.0150 2.5199 0.1357 0.2150 1.4124 0.0370 1.0233 0.0729 -#> 268: 92.2065 -5.9468 -2.1360 -4.2276 -0.9333 0.2155 0.0328 3.9722 1.0133 2.5171 0.1362 0.2155 1.4133 0.0369 1.0243 0.0729 -#> 269: 92.2066 -5.9438 -2.1352 -4.2267 -0.9335 0.2151 0.0328 3.9526 1.0122 2.5142 0.1367 0.2154 1.4140 0.0369 1.0244 0.0728 -#> 270: 92.2067 -5.9388 -2.1351 -4.2259 -0.9339 0.2151 0.0326 3.9283 1.0112 2.5114 0.1370 0.2157 1.4137 0.0368 1.0240 0.0729 -#> 271: 92.2069 -5.9350 -2.1344 -4.2252 -0.9342 0.2152 0.0324 3.9072 1.0107 2.5094 0.1370 0.2158 1.4136 0.0367 1.0222 0.0730 -#> 272: 92.2069 -5.9317 -2.1341 -4.2246 -0.9348 0.2153 0.0321 3.8870 1.0104 2.5082 0.1372 0.2157 1.4139 0.0366 1.0219 0.0731 -#> 273: 92.2068 -5.9289 -2.1340 -4.2240 -0.9348 0.2152 0.0320 3.8711 1.0101 2.5075 0.1373 0.2159 1.4146 0.0366 1.0232 0.0730 -#> 274: 92.2067 -5.9271 -2.1337 -4.2239 -0.9350 0.2153 0.0318 3.8569 1.0101 2.5085 0.1377 0.2157 1.4144 0.0366 1.0239 0.0731 -#> 275: 92.2063 -5.9264 -2.1339 -4.2235 -0.9353 0.2156 0.0317 3.8476 1.0097 2.5078 0.1382 0.2157 1.4143 0.0365 1.0256 0.0730 -#> 276: 92.2059 -5.9271 -2.1339 -4.2231 -0.9354 0.2160 0.0316 3.8417 1.0097 2.5074 0.1387 0.2156 1.4132 0.0365 1.0260 0.0730 -#> 277: 92.2059 -5.9283 -2.1342 -4.2225 -0.9356 0.2163 0.0316 3.8412 1.0094 2.5073 0.1393 0.2155 1.4122 0.0364 1.0283 0.0729 -#> 278: 92.2062 -5.9278 -2.1341 -4.2220 -0.9361 0.2166 0.0318 3.8331 1.0081 2.5069 0.1397 0.2154 1.4117 0.0364 1.0321 0.0727 -#> 279: 92.2061 -5.9264 -2.1341 -4.2214 -0.9363 0.2168 0.0319 3.8188 1.0072 2.5051 0.1402 0.2155 1.4111 0.0364 1.0342 0.0726 -#> 280: 92.2057 -5.9263 -2.1344 -4.2211 -0.9365 0.2167 0.0321 3.8114 1.0072 2.5061 0.1406 0.2148 1.4108 0.0365 1.0361 0.0725 -#> 281: 92.2048 -5.9269 -2.1344 -4.2208 -0.9365 0.2166 0.0324 3.8082 1.0076 2.5077 0.1410 0.2142 1.4098 0.0365 1.0363 0.0726 -#> 282: 92.2045 -5.9257 -2.1347 -4.2205 -0.9366 0.2165 0.0328 3.8040 1.0082 2.5092 0.1413 0.2138 1.4090 0.0365 1.0364 0.0726 -#> 283: 92.2038 -5.9235 -2.1348 -4.2201 -0.9363 0.2163 0.0331 3.7955 1.0089 2.5108 0.1415 0.2134 1.4086 0.0365 1.0362 0.0726 -#> 284: 92.2032 -5.9234 -2.1348 -4.2198 -0.9359 0.2162 0.0335 3.7945 1.0100 2.5118 0.1420 0.2129 1.4083 0.0365 1.0362 0.0726 -#> 285: 92.2028 -5.9236 -2.1347 -4.2193 -0.9360 0.2161 0.0339 3.7930 1.0104 2.5124 0.1422 0.2125 1.4080 0.0365 1.0373 0.0725 -#> 286: 92.2020 -5.9221 -2.1344 -4.2187 -0.9355 0.2156 0.0341 3.7872 1.0104 2.5134 0.1425 0.2121 1.4074 0.0364 1.0377 0.0725 -#> 287: 92.2013 -5.9213 -2.1341 -4.2183 -0.9354 0.2154 0.0343 3.7888 1.0098 2.5151 0.1428 0.2119 1.4075 0.0364 1.0390 0.0724 -#> 288: 92.2003 -5.9195 -2.1339 -4.2182 -0.9355 0.2152 0.0343 3.7831 1.0090 2.5180 0.1430 0.2116 1.4082 0.0364 1.0408 0.0723 -#> 289: 92.1995 -5.9186 -2.1339 -4.2182 -0.9355 0.2154 0.0343 3.7805 1.0083 2.5217 0.1429 0.2115 1.4085 0.0364 1.0426 0.0722 -#> 290: 92.1984 -5.9180 -2.1339 -4.2177 -0.9354 0.2153 0.0343 3.7767 1.0080 2.5219 0.1427 0.2113 1.4083 0.0365 1.0429 0.0721 -#> 291: 92.1975 -5.9167 -2.1334 -4.2175 -0.9355 0.2151 0.0343 3.7701 1.0080 2.5230 0.1427 0.2108 1.4083 0.0364 1.0439 0.0721 -#> 292: 92.1971 -5.9175 -2.1330 -4.2166 -0.9356 0.2144 0.0342 3.7722 1.0081 2.5227 0.1426 0.2107 1.4079 0.0364 1.0443 0.0721 -#> 293: 92.1963 -5.9188 -2.1330 -4.2157 -0.9357 0.2141 0.0342 3.7768 1.0083 2.5242 0.1425 0.2103 1.4073 0.0364 1.0439 0.0721 -#> 294: 92.1953 -5.9189 -2.1328 -4.2157 -0.9357 0.2136 0.0344 3.7727 1.0078 2.5294 0.1427 0.2095 1.4079 0.0364 1.0456 0.0720 -#> 295: 92.1946 -5.9171 -2.1329 -4.2153 -0.9355 0.2135 0.0345 3.7623 1.0081 2.5331 0.1426 0.2090 1.4080 0.0364 1.0462 0.0720 -#> 296: 92.1940 -5.9154 -2.1329 -4.2150 -0.9354 0.2130 0.0346 3.7523 1.0082 2.5354 0.1425 0.2084 1.4075 0.0365 1.0463 0.0720 -#> 297: 92.1934 -5.9128 -2.1330 -4.2145 -0.9351 0.2127 0.0349 3.7395 1.0084 2.5373 0.1423 0.2079 1.4072 0.0365 1.0453 0.0720 -#> 298: 92.1932 -5.9128 -2.1332 -4.2138 -0.9347 0.2120 0.0350 3.7372 1.0085 2.5368 0.1423 0.2075 1.4068 0.0365 1.0449 0.0720 -#> 299: 92.1927 -5.9120 -2.1333 -4.2131 -0.9344 0.2112 0.0352 3.7324 1.0088 2.5366 0.1422 0.2070 1.4059 0.0366 1.0441 0.0721 -#> 300: 92.1921 -5.9097 -2.1335 -4.2122 -0.9343 0.2105 0.0353 3.7211 1.0096 2.5357 0.1425 0.2066 1.4050 0.0367 1.0443 0.0721 -#> 301: 92.1915 -5.9081 -2.1337 -4.2116 -0.9343 0.2098 0.0355 3.7110 1.0104 2.5355 0.1427 0.2061 1.4041 0.0368 1.0448 0.0721 -#> 302: 92.1912 -5.9067 -2.1340 -4.2108 -0.9342 0.2092 0.0355 3.7052 1.0114 2.5348 0.1428 0.2055 1.4036 0.0369 1.0442 0.0722 -#> 303: 92.1913 -5.9039 -2.1342 -4.2113 -0.9342 0.2087 0.0355 3.6925 1.0123 2.5408 0.1430 0.2049 1.4028 0.0369 1.0436 0.0723 -#> 304: 92.1920 -5.9012 -2.1342 -4.2119 -0.9342 0.2081 0.0356 3.6781 1.0129 2.5476 0.1432 0.2044 1.4026 0.0369 1.0436 0.0723 -#> 305: 92.1923 -5.8984 -2.1343 -4.2123 -0.9341 0.2076 0.0354 3.6633 1.0134 2.5525 0.1434 0.2038 1.4022 0.0370 1.0434 0.0724 -#> 306: 92.1926 -5.8977 -2.1343 -4.2121 -0.9343 0.2072 0.0354 3.6603 1.0144 2.5567 0.1436 0.2030 1.4022 0.0369 1.0431 0.0724 -#> 307: 92.1931 -5.8970 -2.1346 -4.2124 -0.9344 0.2068 0.0353 3.6555 1.0154 2.5617 0.1438 0.2021 1.4017 0.0370 1.0431 0.0725 -#> 308: 92.1935 -5.8963 -2.1347 -4.2127 -0.9343 0.2062 0.0351 3.6486 1.0166 2.5665 0.1439 0.2012 1.4017 0.0370 1.0431 0.0724 -#> 309: 92.1934 -5.8965 -2.1349 -4.2130 -0.9344 0.2058 0.0350 3.6454 1.0180 2.5711 0.1439 0.2003 1.4013 0.0370 1.0427 0.0725 -#> 310: 92.1935 -5.8965 -2.1349 -4.2133 -0.9345 0.2055 0.0350 3.6401 1.0193 2.5761 0.1439 0.1993 1.4013 0.0371 1.0418 0.0725 -#> 311: 92.1931 -5.8976 -2.1349 -4.2139 -0.9346 0.2052 0.0349 3.6416 1.0207 2.5820 0.1437 0.1982 1.4015 0.0370 1.0411 0.0726 -#> 312: 92.1928 -5.8995 -2.1350 -4.2149 -0.9349 0.2053 0.0350 3.6472 1.0222 2.5902 0.1437 0.1972 1.4018 0.0370 1.0412 0.0727 -#> 313: 92.1922 -5.8999 -2.1350 -4.2159 -0.9352 0.2055 0.0350 3.6450 1.0236 2.5989 0.1436 0.1962 1.4017 0.0369 1.0407 0.0728 -#> 314: 92.1913 -5.9021 -2.1353 -4.2171 -0.9353 0.2055 0.0350 3.6532 1.0244 2.6086 0.1437 0.1951 1.4019 0.0369 1.0409 0.0728 -#> 315: 92.1905 -5.9033 -2.1358 -4.2178 -0.9354 0.2055 0.0351 3.6591 1.0252 2.6142 0.1438 0.1941 1.4018 0.0369 1.0420 0.0728 -#> 316: 92.1895 -5.9043 -2.1358 -4.2186 -0.9352 0.2053 0.0352 3.6648 1.0266 2.6207 0.1441 0.1934 1.4016 0.0369 1.0420 0.0729 -#> 317: 92.1888 -5.9041 -2.1359 -4.2200 -0.9352 0.2052 0.0352 3.6673 1.0278 2.6312 0.1444 0.1926 1.4014 0.0369 1.0416 0.0729 -#> 318: 92.1879 -5.9039 -2.1360 -4.2212 -0.9352 0.2052 0.0354 3.6670 1.0292 2.6380 0.1446 0.1919 1.4010 0.0369 1.0403 0.0730 -#> 319: 92.1871 -5.9046 -2.1361 -4.2222 -0.9353 0.2052 0.0354 3.6709 1.0306 2.6432 0.1448 0.1912 1.4008 0.0369 1.0394 0.0731 -#> 320: 92.1863 -5.9023 -2.1365 -4.2229 -0.9355 0.2052 0.0355 3.6602 1.0318 2.6466 0.1448 0.1903 1.4011 0.0369 1.0398 0.0731 -#> 321: 92.1855 -5.8996 -2.1368 -4.2236 -0.9354 0.2053 0.0355 3.6491 1.0329 2.6505 0.1448 0.1895 1.4017 0.0369 1.0402 0.0731 -#> 322: 92.1850 -5.8979 -2.1370 -4.2243 -0.9353 0.2057 0.0356 3.6399 1.0341 2.6534 0.1447 0.1888 1.4020 0.0368 1.0394 0.0732 -#> 323: 92.1844 -5.8984 -2.1371 -4.2251 -0.9352 0.2059 0.0356 3.6431 1.0346 2.6566 0.1447 0.1882 1.4026 0.0368 1.0389 0.0733 -#> 324: 92.1838 -5.8967 -2.1372 -4.2257 -0.9353 0.2062 0.0356 3.6392 1.0351 2.6598 0.1445 0.1875 1.4031 0.0368 1.0382 0.0734 -#> 325: 92.1835 -5.8936 -2.1374 -4.2264 -0.9351 0.2066 0.0355 3.6288 1.0352 2.6633 0.1444 0.1869 1.4043 0.0367 1.0391 0.0734 -#> 326: 92.1837 -5.8936 -2.1376 -4.2276 -0.9350 0.2071 0.0354 3.6296 1.0354 2.6684 0.1444 0.1865 1.4043 0.0367 1.0380 0.0735 -#> 327: 92.1837 -5.8943 -2.1378 -4.2289 -0.9347 0.2076 0.0354 3.6348 1.0357 2.6746 0.1444 0.1860 1.4043 0.0366 1.0380 0.0735 -#> 328: 92.1838 -5.8953 -2.1380 -4.2297 -0.9345 0.2081 0.0354 3.6456 1.0360 2.6776 0.1444 0.1856 1.4043 0.0366 1.0379 0.0735 -#> 329: 92.1836 -5.8974 -2.1383 -4.2305 -0.9342 0.2085 0.0356 3.6591 1.0361 2.6802 0.1444 0.1852 1.4043 0.0366 1.0385 0.0735 -#> 330: 92.1832 -5.8994 -2.1387 -4.2305 -0.9342 0.2088 0.0358 3.6715 1.0364 2.6798 0.1443 0.1849 1.4037 0.0367 1.0378 0.0736 -#> 331: 92.1826 -5.8983 -2.1391 -4.2302 -0.9342 0.2091 0.0357 3.6670 1.0368 2.6800 0.1442 0.1845 1.4038 0.0367 1.0379 0.0736 -#> 332: 92.1824 -5.8959 -2.1396 -4.2301 -0.9341 0.2097 0.0357 3.6576 1.0375 2.6792 0.1442 0.1842 1.4034 0.0367 1.0372 0.0737 -#> 333: 92.1826 -5.8937 -2.1401 -4.2304 -0.9340 0.2104 0.0356 3.6487 1.0383 2.6798 0.1442 0.1838 1.4029 0.0367 1.0360 0.0738 -#> 334: 92.1825 -5.8911 -2.1407 -4.2311 -0.9339 0.2112 0.0355 3.6378 1.0390 2.6825 0.1444 0.1834 1.4025 0.0367 1.0349 0.0739 -#> 335: 92.1830 -5.8887 -2.1411 -4.2317 -0.9336 0.2118 0.0355 3.6294 1.0396 2.6850 0.1444 0.1830 1.4022 0.0367 1.0338 0.0740 -#> 336: 92.1834 -5.8872 -2.1413 -4.2324 -0.9334 0.2124 0.0356 3.6249 1.0402 2.6880 0.1444 0.1825 1.4024 0.0367 1.0339 0.0740 -#> 337: 92.1835 -5.8869 -2.1416 -4.2334 -0.9332 0.2131 0.0356 3.6252 1.0411 2.6926 0.1443 0.1821 1.4029 0.0366 1.0330 0.0741 -#> 338: 92.1839 -5.8882 -2.1418 -4.2346 -0.9333 0.2137 0.0357 3.6332 1.0421 2.6972 0.1441 0.1815 1.4036 0.0366 1.0324 0.0742 -#> 339: 92.1845 -5.8869 -2.1420 -4.2358 -0.9332 0.2143 0.0357 3.6261 1.0428 2.7021 0.1439 0.1810 1.4043 0.0366 1.0322 0.0742 -#> 340: 92.1846 -5.8863 -2.1421 -4.2367 -0.9331 0.2147 0.0357 3.6242 1.0436 2.7060 0.1439 0.1804 1.4049 0.0365 1.0328 0.0743 -#> 341: 92.1848 -5.8847 -2.1421 -4.2378 -0.9330 0.2150 0.0356 3.6177 1.0442 2.7099 0.1439 0.1798 1.4056 0.0366 1.0334 0.0743 -#> 342: 92.1848 -5.8838 -2.1421 -4.2390 -0.9330 0.2154 0.0355 3.6114 1.0449 2.7151 0.1438 0.1792 1.4064 0.0365 1.0332 0.0743 -#> 343: 92.1849 -5.8840 -2.1423 -4.2398 -0.9330 0.2157 0.0353 3.6109 1.0459 2.7191 0.1438 0.1785 1.4060 0.0366 1.0334 0.0743 -#> 344: 92.1851 -5.8839 -2.1423 -4.2406 -0.9330 0.2159 0.0352 3.6092 1.0467 2.7229 0.1440 0.1779 1.4060 0.0365 1.0338 0.0743 -#> 345: 92.1850 -5.8841 -2.1424 -4.2414 -0.9331 0.2162 0.0352 3.6070 1.0472 2.7263 0.1441 0.1774 1.4056 0.0365 1.0341 0.0743 -#> 346: 92.1848 -5.8839 -2.1424 -4.2420 -0.9333 0.2164 0.0352 3.6048 1.0479 2.7292 0.1443 0.1769 1.4058 0.0365 1.0344 0.0743 -#> 347: 92.1846 -5.8835 -2.1425 -4.2427 -0.9334 0.2166 0.0353 3.6017 1.0495 2.7330 0.1444 0.1763 1.4053 0.0365 1.0343 0.0743 -#> 348: 92.1846 -5.8825 -2.1427 -4.2434 -0.9336 0.2168 0.0353 3.5968 1.0508 2.7362 0.1445 0.1757 1.4051 0.0365 1.0343 0.0743 -#> 349: 92.1846 -5.8820 -2.1432 -4.2444 -0.9337 0.2172 0.0352 3.5937 1.0519 2.7412 0.1446 0.1752 1.4047 0.0365 1.0343 0.0743 -#> 350: 92.1845 -5.8817 -2.1435 -4.2454 -0.9338 0.2179 0.0351 3.5899 1.0526 2.7460 0.1448 0.1747 1.4042 0.0365 1.0339 0.0744 -#> 351: 92.1844 -5.8824 -2.1439 -4.2468 -0.9338 0.2184 0.0350 3.5917 1.0535 2.7531 0.1448 0.1740 1.4041 0.0365 1.0336 0.0744 -#> 352: 92.1840 -5.8840 -2.1442 -4.2482 -0.9338 0.2189 0.0350 3.6013 1.0543 2.7603 0.1450 0.1734 1.4044 0.0364 1.0342 0.0744 -#> 353: 92.1838 -5.8848 -2.1445 -4.2492 -0.9336 0.2194 0.0349 3.6030 1.0552 2.7652 0.1451 0.1730 1.4043 0.0364 1.0338 0.0744 -#> 354: 92.1838 -5.8835 -2.1449 -4.2501 -0.9336 0.2197 0.0349 3.5961 1.0563 2.7697 0.1452 0.1723 1.4044 0.0364 1.0342 0.0744 -#> 355: 92.1837 -5.8826 -2.1453 -4.2511 -0.9335 0.2199 0.0348 3.5910 1.0569 2.7757 0.1451 0.1718 1.4053 0.0364 1.0348 0.0744 -#> 356: 92.1835 -5.8826 -2.1456 -4.2520 -0.9334 0.2198 0.0348 3.5922 1.0577 2.7815 0.1451 0.1712 1.4054 0.0364 1.0352 0.0744 -#> 357: 92.1834 -5.8818 -2.1457 -4.2525 -0.9334 0.2198 0.0349 3.5894 1.0588 2.7852 0.1449 0.1706 1.4058 0.0364 1.0354 0.0744 -#> 358: 92.1834 -5.8808 -2.1459 -4.2531 -0.9334 0.2197 0.0348 3.5861 1.0600 2.7891 0.1449 0.1701 1.4062 0.0364 1.0361 0.0744 -#> 359: 92.1833 -5.8799 -2.1459 -4.2533 -0.9333 0.2197 0.0350 3.5822 1.0607 2.7903 0.1448 0.1696 1.4063 0.0364 1.0360 0.0744 -#> 360: 92.1831 -5.8792 -2.1460 -4.2534 -0.9332 0.2196 0.0351 3.5787 1.0613 2.7914 0.1446 0.1691 1.4065 0.0364 1.0361 0.0744 -#> 361: 92.1831 -5.8785 -2.1460 -4.2542 -0.9331 0.2196 0.0351 3.5771 1.0620 2.7969 0.1445 0.1688 1.4072 0.0364 1.0366 0.0744 -#> 362: 92.1832 -5.8780 -2.1462 -4.2547 -0.9331 0.2195 0.0351 3.5750 1.0625 2.8017 0.1443 0.1683 1.4079 0.0363 1.0369 0.0744 -#> 363: 92.1830 -5.8788 -2.1464 -4.2551 -0.9331 0.2192 0.0351 3.5785 1.0630 2.8057 0.1443 0.1677 1.4081 0.0363 1.0377 0.0743 -#> 364: 92.1829 -5.8778 -2.1466 -4.2554 -0.9332 0.2193 0.0350 3.5747 1.0634 2.8092 0.1443 0.1672 1.4084 0.0363 1.0386 0.0743 -#> 365: 92.1830 -5.8782 -2.1466 -4.2558 -0.9332 0.2192 0.0350 3.5771 1.0638 2.8135 0.1443 0.1667 1.4086 0.0363 1.0385 0.0743 -#> 366: 92.1830 -5.8795 -2.1465 -4.2564 -0.9332 0.2190 0.0350 3.5838 1.0645 2.8190 0.1444 0.1661 1.4086 0.0363 1.0390 0.0743 -#> 367: 92.1826 -5.8801 -2.1465 -4.2569 -0.9333 0.2191 0.0349 3.5867 1.0652 2.8232 0.1445 0.1657 1.4086 0.0362 1.0388 0.0744 -#> 368: 92.1824 -5.8799 -2.1465 -4.2571 -0.9333 0.2193 0.0348 3.5859 1.0654 2.8252 0.1445 0.1653 1.4088 0.0362 1.0385 0.0744 -#> 369: 92.1822 -5.8803 -2.1467 -4.2572 -0.9333 0.2193 0.0348 3.5846 1.0653 2.8261 0.1444 0.1648 1.4086 0.0362 1.0393 0.0744 -#> 370: 92.1820 -5.8802 -2.1469 -4.2575 -0.9333 0.2195 0.0348 3.5822 1.0653 2.8273 0.1444 0.1645 1.4088 0.0362 1.0396 0.0744 -#> 371: 92.1818 -5.8806 -2.1470 -4.2575 -0.9333 0.2198 0.0348 3.5819 1.0649 2.8277 0.1443 0.1642 1.4091 0.0362 1.0403 0.0743 -#> 372: 92.1818 -5.8804 -2.1473 -4.2580 -0.9332 0.2202 0.0348 3.5795 1.0645 2.8300 0.1441 0.1640 1.4096 0.0362 1.0418 0.0743 -#> 373: 92.1816 -5.8812 -2.1475 -4.2580 -0.9332 0.2203 0.0348 3.5816 1.0644 2.8298 0.1441 0.1639 1.4100 0.0362 1.0439 0.0741 -#> 374: 92.1815 -5.8817 -2.1477 -4.2578 -0.9333 0.2203 0.0349 3.5819 1.0641 2.8282 0.1440 0.1641 1.4099 0.0362 1.0443 0.0741 -#> 375: 92.1817 -5.8828 -2.1479 -4.2574 -0.9335 0.2204 0.0351 3.5853 1.0636 2.8267 0.1440 0.1642 1.4100 0.0362 1.0457 0.0740 -#> 376: 92.1819 -5.8826 -2.1479 -4.2573 -0.9338 0.2206 0.0353 3.5843 1.0634 2.8246 0.1440 0.1643 1.4100 0.0362 1.0464 0.0740 -#> 377: 92.1819 -5.8826 -2.1480 -4.2572 -0.9339 0.2206 0.0354 3.5819 1.0633 2.8225 0.1440 0.1644 1.4097 0.0363 1.0470 0.0739 -#> 378: 92.1819 -5.8821 -2.1481 -4.2571 -0.9340 0.2205 0.0355 3.5777 1.0633 2.8206 0.1440 0.1644 1.4093 0.0363 1.0468 0.0739 -#> 379: 92.1819 -5.8823 -2.1481 -4.2573 -0.9340 0.2205 0.0356 3.5746 1.0633 2.8201 0.1439 0.1645 1.4092 0.0363 1.0468 0.0739 -#> 380: 92.1820 -5.8809 -2.1481 -4.2570 -0.9340 0.2205 0.0356 3.5665 1.0634 2.8178 0.1439 0.1647 1.4093 0.0363 1.0463 0.0739 -#> 381: 92.1823 -5.8795 -2.1481 -4.2568 -0.9338 0.2204 0.0357 3.5586 1.0635 2.8170 0.1439 0.1648 1.4095 0.0363 1.0456 0.0740 -#> 382: 92.1828 -5.8783 -2.1481 -4.2571 -0.9339 0.2203 0.0357 3.5514 1.0636 2.8183 0.1441 0.1649 1.4093 0.0363 1.0462 0.0740 -#> 383: 92.1827 -5.8773 -2.1480 -4.2569 -0.9340 0.2202 0.0357 3.5459 1.0633 2.8173 0.1441 0.1650 1.4094 0.0363 1.0465 0.0739 -#> 384: 92.1825 -5.8763 -2.1482 -4.2568 -0.9341 0.2202 0.0357 3.5397 1.0636 2.8165 0.1441 0.1650 1.4094 0.0363 1.0467 0.0739 -#> 385: 92.1822 -5.8761 -2.1483 -4.2567 -0.9341 0.2201 0.0357 3.5363 1.0641 2.8160 0.1440 0.1650 1.4094 0.0363 1.0469 0.0739 -#> 386: 92.1820 -5.8763 -2.1485 -4.2567 -0.9342 0.2200 0.0356 3.5365 1.0645 2.8157 0.1441 0.1648 1.4092 0.0364 1.0478 0.0738 -#> 387: 92.1819 -5.8767 -2.1486 -4.2567 -0.9343 0.2201 0.0358 3.5383 1.0652 2.8156 0.1442 0.1646 1.4090 0.0364 1.0480 0.0738 -#> 388: 92.1818 -5.8772 -2.1488 -4.2569 -0.9344 0.2202 0.0359 3.5400 1.0656 2.8153 0.1443 0.1645 1.4086 0.0364 1.0480 0.0738 -#> 389: 92.1816 -5.8765 -2.1489 -4.2569 -0.9344 0.2203 0.0359 3.5369 1.0660 2.8145 0.1443 0.1644 1.4083 0.0364 1.0476 0.0738 -#> 390: 92.1815 -5.8761 -2.1490 -4.2569 -0.9343 0.2205 0.0359 3.5349 1.0664 2.8136 0.1444 0.1644 1.4080 0.0364 1.0472 0.0738 -#> 391: 92.1814 -5.8749 -2.1492 -4.2572 -0.9343 0.2207 0.0359 3.5313 1.0668 2.8153 0.1445 0.1643 1.4077 0.0364 1.0465 0.0739 -#> 392: 92.1812 -5.8733 -2.1494 -4.2571 -0.9344 0.2210 0.0359 3.5248 1.0674 2.8141 0.1445 0.1642 1.4073 0.0364 1.0457 0.0739 -#> 393: 92.1811 -5.8727 -2.1497 -4.2570 -0.9345 0.2212 0.0359 3.5226 1.0679 2.8127 0.1445 0.1642 1.4071 0.0364 1.0457 0.0739 -#> 394: 92.1811 -5.8712 -2.1500 -4.2572 -0.9346 0.2214 0.0360 3.5174 1.0684 2.8132 0.1446 0.1641 1.4067 0.0364 1.0456 0.0739 -#> 395: 92.1810 -5.8714 -2.1501 -4.2579 -0.9348 0.2217 0.0361 3.5182 1.0685 2.8171 0.1445 0.1641 1.4065 0.0364 1.0452 0.0740 -#> 396: 92.1809 -5.8711 -2.1501 -4.2582 -0.9350 0.2220 0.0363 3.5161 1.0681 2.8184 0.1446 0.1639 1.4063 0.0364 1.0447 0.0740 -#> 397: 92.1809 -5.8707 -2.1503 -4.2585 -0.9352 0.2222 0.0363 3.5119 1.0684 2.8197 0.1446 0.1637 1.4065 0.0364 1.0442 0.0740 -#> 398: 92.1808 -5.8703 -2.1503 -4.2591 -0.9354 0.2224 0.0363 3.5084 1.0689 2.8218 0.1447 0.1634 1.4064 0.0364 1.0445 0.0740 -#> 399: 92.1806 -5.8711 -2.1503 -4.2596 -0.9355 0.2226 0.0364 3.5114 1.0691 2.8234 0.1447 0.1629 1.4061 0.0364 1.0447 0.0740 -#> 400: 92.1806 -5.8713 -2.1503 -4.2601 -0.9356 0.2229 0.0366 3.5113 1.0695 2.8253 0.1448 0.1626 1.4059 0.0364 1.0440 0.0740 -#> 401: 92.1804 -5.8709 -2.1503 -4.2604 -0.9357 0.2231 0.0367 3.5089 1.0696 2.8266 0.1448 0.1624 1.4058 0.0364 1.0440 0.0740 -#> 402: 92.1801 -5.8705 -2.1502 -4.2606 -0.9358 0.2232 0.0368 3.5071 1.0695 2.8268 0.1447 0.1621 1.4060 0.0364 1.0447 0.0740 -#> 403: 92.1800 -5.8708 -2.1503 -4.2610 -0.9359 0.2234 0.0369 3.5083 1.0697 2.8271 0.1447 0.1618 1.4056 0.0365 1.0448 0.0739 -#> 404: 92.1798 -5.8709 -2.1505 -4.2612 -0.9360 0.2237 0.0369 3.5085 1.0699 2.8262 0.1447 0.1616 1.4055 0.0365 1.0449 0.0739 -#> 405: 92.1795 -5.8705 -2.1503 -4.2613 -0.9360 0.2239 0.0370 3.5059 1.0698 2.8254 0.1448 0.1615 1.4052 0.0364 1.0449 0.0739 -#> 406: 92.1792 -5.8710 -2.1504 -4.2613 -0.9359 0.2243 0.0371 3.5069 1.0696 2.8244 0.1449 0.1614 1.4049 0.0364 1.0447 0.0739 -#> 407: 92.1788 -5.8718 -2.1505 -4.2614 -0.9359 0.2243 0.0372 3.5092 1.0697 2.8234 0.1449 0.1614 1.4046 0.0364 1.0448 0.0739 -#> 408: 92.1786 -5.8729 -2.1505 -4.2615 -0.9360 0.2245 0.0373 3.5140 1.0699 2.8223 0.1449 0.1612 1.4045 0.0365 1.0455 0.0739 -#> 409: 92.1784 -5.8740 -2.1506 -4.2615 -0.9360 0.2246 0.0373 3.5192 1.0700 2.8213 0.1450 0.1610 1.4042 0.0365 1.0462 0.0738 -#> 410: 92.1782 -5.8753 -2.1505 -4.2616 -0.9361 0.2246 0.0373 3.5248 1.0705 2.8205 0.1450 0.1607 1.4040 0.0365 1.0465 0.0738 -#> 411: 92.1780 -5.8758 -2.1503 -4.2619 -0.9362 0.2247 0.0374 3.5249 1.0707 2.8204 0.1449 0.1605 1.4043 0.0364 1.0467 0.0738 -#> 412: 92.1778 -5.8759 -2.1502 -4.2621 -0.9363 0.2248 0.0374 3.5238 1.0707 2.8209 0.1448 0.1602 1.4045 0.0364 1.0466 0.0738 -#> 413: 92.1779 -5.8759 -2.1501 -4.2623 -0.9364 0.2249 0.0374 3.5225 1.0711 2.8213 0.1448 0.1600 1.4043 0.0364 1.0460 0.0738 -#> 414: 92.1781 -5.8754 -2.1500 -4.2622 -0.9364 0.2250 0.0374 3.5205 1.0710 2.8203 0.1448 0.1599 1.4047 0.0364 1.0456 0.0738 -#> 415: 92.1781 -5.8750 -2.1499 -4.2623 -0.9363 0.2251 0.0374 3.5187 1.0709 2.8190 0.1448 0.1598 1.4050 0.0364 1.0448 0.0738 -#> 416: 92.1783 -5.8747 -2.1500 -4.2624 -0.9363 0.2252 0.0375 3.5216 1.0708 2.8187 0.1448 0.1598 1.4052 0.0364 1.0440 0.0738 -#> 417: 92.1783 -5.8738 -2.1500 -4.2625 -0.9362 0.2252 0.0375 3.5219 1.0712 2.8188 0.1447 0.1597 1.4055 0.0364 1.0438 0.0739 -#> 418: 92.1784 -5.8735 -2.1501 -4.2627 -0.9360 0.2254 0.0375 3.5222 1.0715 2.8193 0.1448 0.1596 1.4057 0.0364 1.0438 0.0739 -#> 419: 92.1784 -5.8725 -2.1501 -4.2629 -0.9358 0.2255 0.0376 3.5190 1.0719 2.8202 0.1447 0.1594 1.4060 0.0364 1.0436 0.0739 -#> 420: 92.1785 -5.8713 -2.1500 -4.2633 -0.9357 0.2256 0.0377 3.5152 1.0723 2.8213 0.1447 0.1592 1.4065 0.0364 1.0439 0.0738 -#> 421: 92.1786 -5.8697 -2.1500 -4.2639 -0.9355 0.2257 0.0377 3.5100 1.0728 2.8232 0.1448 0.1592 1.4068 0.0364 1.0436 0.0739 -#> 422: 92.1787 -5.8683 -2.1502 -4.2645 -0.9352 0.2260 0.0377 3.5051 1.0732 2.8258 0.1448 0.1592 1.4069 0.0364 1.0432 0.0739 -#> 423: 92.1788 -5.8667 -2.1504 -4.2653 -0.9350 0.2262 0.0377 3.4992 1.0736 2.8292 0.1448 0.1592 1.4071 0.0364 1.0435 0.0738 -#> 424: 92.1789 -5.8659 -2.1505 -4.2661 -0.9349 0.2263 0.0378 3.4972 1.0739 2.8324 0.1448 0.1591 1.4069 0.0364 1.0439 0.0738 -#> 425: 92.1788 -5.8649 -2.1505 -4.2669 -0.9349 0.2263 0.0378 3.4947 1.0740 2.8358 0.1448 0.1590 1.4071 0.0364 1.0438 0.0738 -#> 426: 92.1788 -5.8643 -2.1506 -4.2677 -0.9348 0.2265 0.0377 3.4922 1.0743 2.8389 0.1448 0.1589 1.4070 0.0365 1.0437 0.0738 -#> 427: 92.1785 -5.8637 -2.1506 -4.2683 -0.9347 0.2266 0.0378 3.4895 1.0747 2.8425 0.1448 0.1588 1.4068 0.0365 1.0434 0.0738 -#> 428: 92.1783 -5.8627 -2.1507 -4.2689 -0.9347 0.2268 0.0378 3.4870 1.0749 2.8464 0.1447 0.1586 1.4070 0.0365 1.0434 0.0738 -#> 429: 92.1782 -5.8617 -2.1509 -4.2696 -0.9347 0.2271 0.0379 3.4845 1.0752 2.8500 0.1446 0.1584 1.4072 0.0365 1.0439 0.0738 -#> 430: 92.1783 -5.8608 -2.1510 -4.2701 -0.9347 0.2274 0.0379 3.4830 1.0755 2.8526 0.1446 0.1582 1.4075 0.0365 1.0443 0.0738 -#> 431: 92.1784 -5.8606 -2.1511 -4.2704 -0.9348 0.2275 0.0379 3.4825 1.0757 2.8532 0.1446 0.1580 1.4076 0.0365 1.0439 0.0738 -#> 432: 92.1784 -5.8610 -2.1512 -4.2707 -0.9350 0.2275 0.0378 3.4833 1.0761 2.8539 0.1447 0.1578 1.4079 0.0365 1.0443 0.0738 -#> 433: 92.1783 -5.8618 -2.1512 -4.2711 -0.9351 0.2276 0.0378 3.4867 1.0768 2.8554 0.1447 0.1577 1.4078 0.0366 1.0440 0.0738 -#> 434: 92.1784 -5.8612 -2.1513 -4.2714 -0.9350 0.2278 0.0378 3.4858 1.0774 2.8564 0.1448 0.1577 1.4074 0.0365 1.0430 0.0739 -#> 435: 92.1783 -5.8610 -2.1513 -4.2718 -0.9348 0.2279 0.0377 3.4874 1.0779 2.8581 0.1448 0.1576 1.4072 0.0366 1.0423 0.0739 -#> 436: 92.1781 -5.8610 -2.1513 -4.2721 -0.9346 0.2280 0.0376 3.4879 1.0789 2.8598 0.1448 0.1575 1.4070 0.0365 1.0417 0.0739 -#> 437: 92.1781 -5.8610 -2.1511 -4.2726 -0.9345 0.2279 0.0376 3.4886 1.0794 2.8618 0.1449 0.1574 1.4071 0.0365 1.0417 0.0739 -#> 438: 92.1781 -5.8609 -2.1510 -4.2730 -0.9345 0.2280 0.0375 3.4893 1.0797 2.8641 0.1449 0.1573 1.4075 0.0365 1.0420 0.0739 -#> 439: 92.1781 -5.8608 -2.1509 -4.2734 -0.9343 0.2280 0.0374 3.4894 1.0803 2.8659 0.1449 0.1573 1.4076 0.0365 1.0421 0.0739 -#> 440: 92.1780 -5.8603 -2.1510 -4.2737 -0.9343 0.2279 0.0374 3.4885 1.0808 2.8674 0.1448 0.1573 1.4079 0.0365 1.0430 0.0738 -#> 441: 92.1779 -5.8600 -2.1510 -4.2738 -0.9342 0.2279 0.0373 3.4899 1.0811 2.8686 0.1447 0.1574 1.4086 0.0365 1.0445 0.0737 -#> 442: 92.1779 -5.8600 -2.1509 -4.2737 -0.9343 0.2278 0.0372 3.4925 1.0814 2.8691 0.1447 0.1575 1.4088 0.0365 1.0451 0.0737 -#> 443: 92.1780 -5.8598 -2.1509 -4.2739 -0.9341 0.2278 0.0372 3.4949 1.0819 2.8705 0.1447 0.1576 1.4092 0.0365 1.0453 0.0737 -#> 444: 92.1779 -5.8593 -2.1510 -4.2742 -0.9340 0.2277 0.0371 3.4951 1.0824 2.8717 0.1447 0.1576 1.4096 0.0365 1.0455 0.0737 -#> 445: 92.1777 -5.8593 -2.1511 -4.2744 -0.9338 0.2275 0.0371 3.4999 1.0828 2.8729 0.1448 0.1576 1.4100 0.0365 1.0461 0.0736 -#> 446: 92.1774 -5.8600 -2.1511 -4.2748 -0.9338 0.2274 0.0372 3.5051 1.0837 2.8747 0.1449 0.1576 1.4099 0.0365 1.0464 0.0736 -#> 447: 92.1771 -5.8604 -2.1512 -4.2751 -0.9338 0.2273 0.0373 3.5087 1.0844 2.8758 0.1449 0.1575 1.4097 0.0365 1.0467 0.0736 -#> 448: 92.1769 -5.8607 -2.1513 -4.2756 -0.9336 0.2272 0.0374 3.5124 1.0849 2.8778 0.1449 0.1575 1.4098 0.0365 1.0470 0.0735 -#> 449: 92.1768 -5.8611 -2.1515 -4.2759 -0.9337 0.2270 0.0374 3.5165 1.0853 2.8789 0.1449 0.1575 1.4101 0.0365 1.0473 0.0735 -#> 450: 92.1766 -5.8611 -2.1515 -4.2762 -0.9337 0.2269 0.0374 3.5158 1.0859 2.8800 0.1448 0.1576 1.4102 0.0365 1.0474 0.0735 -#> 451: 92.1762 -5.8615 -2.1514 -4.2765 -0.9337 0.2267 0.0374 3.5202 1.0866 2.8812 0.1447 0.1576 1.4104 0.0365 1.0477 0.0735 -#> 452: 92.1761 -5.8622 -2.1514 -4.2767 -0.9337 0.2264 0.0374 3.5232 1.0871 2.8824 0.1447 0.1576 1.4103 0.0365 1.0479 0.0734 -#> 453: 92.1760 -5.8621 -2.1514 -4.2776 -0.9336 0.2261 0.0373 3.5247 1.0878 2.8901 0.1447 0.1576 1.4103 0.0365 1.0480 0.0734 -#> 454: 92.1759 -5.8611 -2.1513 -4.2781 -0.9335 0.2259 0.0373 3.5206 1.0882 2.8939 0.1448 0.1575 1.4104 0.0365 1.0483 0.0734 -#> 455: 92.1758 -5.8599 -2.1513 -4.2788 -0.9336 0.2258 0.0372 3.5151 1.0887 2.9010 0.1448 0.1575 1.4104 0.0365 1.0485 0.0734 -#> 456: 92.1760 -5.8583 -2.1512 -4.2797 -0.9335 0.2258 0.0372 3.5086 1.0892 2.9081 0.1448 0.1574 1.4105 0.0365 1.0483 0.0734 -#> 457: 92.1761 -5.8575 -2.1513 -4.2804 -0.9334 0.2257 0.0371 3.5041 1.0896 2.9144 0.1449 0.1574 1.4103 0.0365 1.0480 0.0733 -#> 458: 92.1763 -5.8569 -2.1512 -4.2813 -0.9334 0.2257 0.0370 3.5014 1.0901 2.9227 0.1449 0.1574 1.4102 0.0365 1.0476 0.0734 -#> 459: 92.1763 -5.8565 -2.1512 -4.2816 -0.9334 0.2256 0.0370 3.4991 1.0908 2.9248 0.1449 0.1573 1.4100 0.0365 1.0471 0.0734 -#> 460: 92.1764 -5.8557 -2.1513 -4.2818 -0.9333 0.2256 0.0370 3.4957 1.0915 2.9258 0.1449 0.1572 1.4097 0.0365 1.0466 0.0734 -#> 461: 92.1765 -5.8550 -2.1515 -4.2822 -0.9333 0.2255 0.0370 3.4923 1.0921 2.9296 0.1449 0.1571 1.4097 0.0365 1.0464 0.0734 -#> 462: 92.1764 -5.8546 -2.1517 -4.2824 -0.9333 0.2256 0.0370 3.4897 1.0925 2.9319 0.1448 0.1569 1.4093 0.0365 1.0463 0.0733 -#> 463: 92.1763 -5.8539 -2.1519 -4.2830 -0.9333 0.2256 0.0369 3.4863 1.0928 2.9373 0.1449 0.1568 1.4093 0.0366 1.0463 0.0733 -#> 464: 92.1763 -5.8532 -2.1520 -4.2833 -0.9333 0.2257 0.0370 3.4825 1.0933 2.9405 0.1448 0.1567 1.4093 0.0366 1.0462 0.0733 -#> 465: 92.1762 -5.8528 -2.1521 -4.2837 -0.9335 0.2257 0.0370 3.4795 1.0938 2.9433 0.1448 0.1567 1.4093 0.0366 1.0464 0.0733 -#> 466: 92.1762 -5.8530 -2.1523 -4.2840 -0.9336 0.2256 0.0370 3.4780 1.0943 2.9462 0.1448 0.1566 1.4089 0.0366 1.0466 0.0733 -#> 467: 92.1764 -5.8529 -2.1524 -4.2846 -0.9337 0.2256 0.0371 3.4751 1.0948 2.9506 0.1447 0.1565 1.4087 0.0366 1.0465 0.0733 -#> 468: 92.1765 -5.8531 -2.1525 -4.2849 -0.9337 0.2255 0.0371 3.4734 1.0952 2.9523 0.1447 0.1563 1.4087 0.0366 1.0465 0.0733 -#> 469: 92.1767 -5.8533 -2.1525 -4.2853 -0.9337 0.2254 0.0372 3.4754 1.0958 2.9540 0.1447 0.1561 1.4090 0.0366 1.0472 0.0733 -#> 470: 92.1767 -5.8536 -2.1525 -4.2858 -0.9338 0.2254 0.0373 3.4780 1.0965 2.9571 0.1448 0.1559 1.4094 0.0366 1.0478 0.0732 -#> 471: 92.1767 -5.8540 -2.1525 -4.2864 -0.9338 0.2254 0.0373 3.4812 1.0970 2.9606 0.1447 0.1558 1.4099 0.0366 1.0482 0.0732 -#> 472: 92.1766 -5.8547 -2.1526 -4.2871 -0.9339 0.2255 0.0373 3.4844 1.0975 2.9645 0.1446 0.1556 1.4101 0.0366 1.0482 0.0732 -#> 473: 92.1764 -5.8549 -2.1527 -4.2875 -0.9339 0.2255 0.0373 3.4848 1.0977 2.9672 0.1446 0.1554 1.4100 0.0366 1.0482 0.0732 -#> 474: 92.1762 -5.8553 -2.1528 -4.2880 -0.9338 0.2256 0.0373 3.4855 1.0979 2.9700 0.1445 0.1552 1.4104 0.0366 1.0484 0.0732 -#> 475: 92.1763 -5.8561 -2.1530 -4.2884 -0.9338 0.2256 0.0374 3.4885 1.0981 2.9726 0.1445 0.1549 1.4103 0.0366 1.0484 0.0731 -#> 476: 92.1763 -5.8564 -2.1530 -4.2885 -0.9339 0.2258 0.0374 3.4914 1.0983 2.9734 0.1444 0.1548 1.4106 0.0366 1.0484 0.0731 -#> 477: 92.1763 -5.8565 -2.1531 -4.2888 -0.9340 0.2259 0.0373 3.4941 1.0985 2.9755 0.1443 0.1546 1.4108 0.0366 1.0487 0.0731 -#> 478: 92.1763 -5.8576 -2.1532 -4.2889 -0.9340 0.2258 0.0373 3.4995 1.0987 2.9772 0.1442 0.1544 1.4111 0.0366 1.0490 0.0731 -#> 479: 92.1765 -5.8593 -2.1533 -4.2890 -0.9342 0.2259 0.0372 3.5086 1.0990 2.9787 0.1442 0.1544 1.4113 0.0366 1.0495 0.0731 -#> 480: 92.1766 -5.8613 -2.1535 -4.2892 -0.9342 0.2260 0.0372 3.5233 1.0991 2.9800 0.1442 0.1543 1.4116 0.0367 1.0496 0.0730 -#> 481: 92.1768 -5.8624 -2.1536 -4.2894 -0.9341 0.2260 0.0371 3.5309 1.0993 2.9820 0.1442 0.1542 1.4117 0.0367 1.0497 0.0730 -#> 482: 92.1766 -5.8634 -2.1537 -4.2896 -0.9341 0.2260 0.0371 3.5393 1.0995 2.9833 0.1443 0.1542 1.4116 0.0367 1.0496 0.0730 -#> 483: 92.1762 -5.8645 -2.1538 -4.2896 -0.9340 0.2260 0.0372 3.5472 1.0997 2.9840 0.1443 0.1542 1.4115 0.0367 1.0498 0.0730 -#> 484: 92.1757 -5.8648 -2.1538 -4.2896 -0.9340 0.2261 0.0373 3.5508 1.0998 2.9843 0.1445 0.1542 1.4115 0.0366 1.0498 0.0730 -#> 485: 92.1752 -5.8648 -2.1539 -4.2896 -0.9340 0.2262 0.0374 3.5516 1.1000 2.9846 0.1445 0.1542 1.4115 0.0366 1.0497 0.0730 -#> 486: 92.1747 -5.8649 -2.1539 -4.2897 -0.9340 0.2262 0.0375 3.5517 1.1003 2.9856 0.1446 0.1541 1.4113 0.0366 1.0498 0.0730 -#> 487: 92.1743 -5.8649 -2.1539 -4.2896 -0.9340 0.2262 0.0376 3.5502 1.1006 2.9856 0.1447 0.1539 1.4110 0.0367 1.0498 0.0730 -#> 488: 92.1739 -5.8645 -2.1540 -4.2893 -0.9340 0.2261 0.0377 3.5475 1.1008 2.9848 0.1447 0.1537 1.4106 0.0367 1.0497 0.0729 -#> 489: 92.1736 -5.8640 -2.1539 -4.2892 -0.9340 0.2260 0.0376 3.5445 1.1011 2.9844 0.1448 0.1536 1.4105 0.0367 1.0496 0.0729 -#> 490: 92.1736 -5.8631 -2.1539 -4.2889 -0.9340 0.2260 0.0376 3.5402 1.1014 2.9835 0.1448 0.1534 1.4103 0.0366 1.0496 0.0729 -#> 491: 92.1735 -5.8617 -2.1539 -4.2887 -0.9339 0.2260 0.0375 3.5343 1.1016 2.9825 0.1449 0.1532 1.4103 0.0366 1.0497 0.0729 -#> 492: 92.1736 -5.8609 -2.1539 -4.2884 -0.9339 0.2259 0.0375 3.5298 1.1017 2.9816 0.1449 0.1530 1.4101 0.0367 1.0499 0.0729 -#> 493: 92.1737 -5.8605 -2.1539 -4.2882 -0.9339 0.2260 0.0375 3.5266 1.1018 2.9807 0.1450 0.1529 1.4098 0.0367 1.0496 0.0729 -#> 494: 92.1739 -5.8609 -2.1539 -4.2881 -0.9340 0.2261 0.0375 3.5273 1.1018 2.9802 0.1450 0.1528 1.4097 0.0367 1.0495 0.0729 -#> 495: 92.1741 -5.8614 -2.1540 -4.2880 -0.9340 0.2262 0.0376 3.5290 1.1019 2.9797 0.1450 0.1526 1.4096 0.0367 1.0492 0.0729 -#> 496: 92.1742 -5.8623 -2.1540 -4.2879 -0.9341 0.2262 0.0376 3.5348 1.1020 2.9791 0.1449 0.1525 1.4096 0.0367 1.0491 0.0729 -#> 497: 92.1742 -5.8634 -2.1541 -4.2879 -0.9341 0.2264 0.0377 3.5402 1.1020 2.9789 0.1449 0.1524 1.4097 0.0367 1.0493 0.0729 -#> 498: 92.1744 -5.8637 -2.1543 -4.2879 -0.9341 0.2266 0.0377 3.5406 1.1019 2.9787 0.1449 0.1524 1.4096 0.0367 1.0496 0.0729 -#> 499: 92.1744 -5.8635 -2.1544 -4.2880 -0.9341 0.2268 0.0376 3.5400 1.1019 2.9789 0.1450 0.1523 1.4095 0.0367 1.0500 0.0728 -#> 500: 92.1744 -5.8628 -2.1545 -4.2882 -0.9341 0.2270 0.0377 3.5381 1.1020 2.9795 0.1450 0.1522 1.4096 0.0367 1.0503 0.0728</div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT"</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_focei_obs_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_tc</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span>, est <span class='op'>=</span> <span class='st'>"focei"</span>, - error_model <span class='op'>=</span> <span class='st'>"obs_tc"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 | -#> |.....................| log_k2 | g_qlogis |sigma_low_parent |rsd_high_parent | -#> |.....................|sigma_low_A1 |rsd_high_A1 | o1 | o2 | -#> |.....................| o3 | o4 | o5 | o6 | -#> |<span style='font-weight: bold;'> 1</span>| 495.48573 | 1.000 | -1.000 | -0.9104 | -0.9376 | -#> |.....................| -0.9875 | -0.8823 | -0.8746 | -0.8907 | -#> |.....................| -0.8746 | -0.8907 | -0.8767 | -0.8731 | -#> |.....................| -0.8673 | -0.8720 | -0.8739 | -0.8666 | -#> | U| 495.48573 | 91.00 | -5.200 | -0.8900 | -2.200 | -#> |.....................| -4.600 | 0.4600 | 0.8300 | 0.05800 | -#> |.....................| 0.8300 | 0.05800 | 0.7311 | 0.9036 | -#> |.....................| 1.183 | 0.9554 | 0.8633 | 1.214 | -#> | X|<span style='font-weight: bold;'> 495.48573</span> | 91.00 | 0.005517 | 0.2911 | 0.1108 | -#> |.....................| 0.01005 | 0.6130 | 0.8300 | 0.05800 | -#> |.....................| 0.8300 | 0.05800 | 0.7311 | 0.9036 | -#> |.....................| 1.183 | 0.9554 | 0.8633 | 1.214 | -#> | G| Gill Diff. | -0.9648 | 2.223 | -0.3153 | -0.01817 | -#> |.....................| -0.3350 | 0.6789 | -23.42 | -17.64 | -#> |.....................| -5.440 | -1.950 | 0.9642 | 9.851 | -#> |.....................| -11.94 | -1.319 | 8.578 | -12.45 | -#> |<span style='font-weight: bold;'> 2</span>| 481.75012 | 1.026 | -1.060 | -0.9019 | -0.9371 | -#> |.....................| -0.9785 | -0.9007 | -0.2420 | -0.4142 | -#> |.....................| -0.7277 | -0.8380 | -0.9027 | -1.139 | -#> |.....................| -0.5448 | -0.8364 | -1.106 | -0.5303 | -#> | U| 481.75012 | 93.37 | -5.260 | -0.8824 | -2.200 | -#> |.....................| -4.591 | 0.4516 | 1.093 | 0.07182 | -#> |.....................| 0.8910 | 0.05953 | 0.7121 | 0.6631 | -#> |.....................| 1.565 | 0.9895 | 0.6633 | 1.623 | -#> | X|<span style='font-weight: bold;'> 481.75012</span> | 93.37 | 0.005195 | 0.2927 | 0.1109 | -#> |.....................| 0.01014 | 0.6110 | 1.093 | 0.07182 | -#> |.....................| 0.8910 | 0.05953 | 0.7121 | 0.6631 | -#> |.....................| 1.565 | 0.9895 | 0.6633 | 1.623 | -#> | F| Forward Diff. | 152.5 | 1.317 | 3.315 | -0.1772 | -#> |.....................| 0.3391 | 0.1426 | -4.513 | 6.696 | -#> |.....................| 1.211 | 0.7988 | 0.6299 | -5.324 | -#> |.....................| 0.009964 | 3.044 | -5.727 | -6.694 | -#> |<span style='font-weight: bold;'> 3</span>| 3004.9713 | 0.2745 | -1.093 | -0.9147 | -0.9360 | -#> |.....................| -0.9762 | -0.9095 | 0.05941 | -0.2377 | -#> |.....................| -0.6690 | -0.8188 | -0.9174 | -1.204 | -#> |.....................| -0.4027 | -0.8359 | -1.205 | -0.3486 | -#> | U| 3004.9713 | 24.98 | -5.293 | -0.8938 | -2.198 | -#> |.....................| -4.589 | 0.4475 | 1.218 | 0.07694 | -#> |.....................| 0.9154 | 0.06008 | 0.7014 | 0.6043 | -#> |.....................| 1.733 | 0.9899 | 0.5774 | 1.843 | -#> | X|<span style='font-weight: bold;'> 3004.9713</span> | 24.98 | 0.005026 | 0.2903 | 0.1110 | -#> |.....................| 0.01017 | 0.6100 | 1.218 | 0.07694 | -#> |.....................| 0.9154 | 0.06008 | 0.7014 | 0.6043 | -#> |.....................| 1.733 | 0.9899 | 0.5774 | 1.843 | -#> |<span style='font-weight: bold;'> 4</span>| 491.68825 | 0.9393 | -1.061 | -0.9038 | -0.9370 | -#> |.....................| -0.9787 | -0.9008 | -0.2394 | -0.4180 | -#> |.....................| -0.7284 | -0.8385 | -0.9031 | -1.136 | -#> |.....................| -0.5448 | -0.8381 | -1.102 | -0.5265 | -#> | U| 491.68825 | 85.47 | -5.261 | -0.8841 | -2.199 | -#> |.....................| -4.591 | 0.4515 | 1.094 | 0.07171 | -#> |.....................| 0.8907 | 0.05951 | 0.7118 | 0.6659 | -#> |.....................| 1.565 | 0.9878 | 0.6661 | 1.627 | -#> | X|<span style='font-weight: bold;'> 491.68825</span> | 85.47 | 0.005191 | 0.2923 | 0.1109 | -#> |.....................| 0.01014 | 0.6110 | 1.094 | 0.07171 | -#> |.....................| 0.8907 | 0.05951 | 0.7118 | 0.6659 | -#> |.....................| 1.565 | 0.9878 | 0.6661 | 1.627 | -#> |<span style='font-weight: bold;'> 5</span>| 479.72282 | 1.001 | -1.060 | -0.9024 | -0.9371 | -#> |.....................| -0.9785 | -0.9007 | -0.2413 | -0.4153 | -#> |.....................| -0.7279 | -0.8381 | -0.9028 | -1.138 | -#> |.....................| -0.5448 | -0.8369 | -1.105 | -0.5292 | -#> | U| 479.72282 | 91.11 | -5.260 | -0.8829 | -2.199 | -#> |.....................| -4.591 | 0.4516 | 1.093 | 0.07179 | -#> |.....................| 0.8909 | 0.05952 | 0.7120 | 0.6639 | -#> |.....................| 1.565 | 0.9890 | 0.6641 | 1.624 | -#> | X|<span style='font-weight: bold;'> 479.72282</span> | 91.11 | 0.005194 | 0.2926 | 0.1109 | -#> |.....................| 0.01014 | 0.6110 | 1.093 | 0.07179 | -#> |.....................| 0.8909 | 0.05952 | 0.7120 | 0.6639 | -#> |.....................| 1.565 | 0.9890 | 0.6641 | 1.624 | -#> | F| Forward Diff. | 6.589 | 1.222 | 0.9137 | 0.1103 | -#> |.....................| 0.3993 | 0.5206 | -3.904 | 6.654 | -#> |.....................| 0.9090 | 1.134 | -1.839 | -6.108 | -#> |.....................| 1.622 | 4.007 | -4.921 | -6.374 | -#> |<span style='font-weight: bold;'> 6</span>| 479.56384 | 0.9950 | -1.061 | -0.9037 | -0.9373 | -#> |.....................| -0.9792 | -0.9012 | -0.2438 | -0.4298 | -#> |.....................| -0.7309 | -0.8403 | -0.9001 | -1.126 | -#> |.....................| -0.5509 | -0.8426 | -1.095 | -0.5241 | -#> | U| 479.56384 | 90.55 | -5.261 | -0.8840 | -2.200 | -#> |.....................| -4.592 | 0.4513 | 1.092 | 0.07137 | -#> |.....................| 0.8897 | 0.05946 | 0.7140 | 0.6748 | -#> |.....................| 1.558 | 0.9836 | 0.6729 | 1.630 | -#> | X|<span style='font-weight: bold;'> 479.56384</span> | 90.55 | 0.005189 | 0.2923 | 0.1108 | -#> |.....................| 0.01014 | 0.6110 | 1.092 | 0.07137 | -#> |.....................| 0.8897 | 0.05946 | 0.7140 | 0.6748 | -#> |.....................| 1.558 | 0.9836 | 0.6729 | 1.630 | -#> | F| Forward Diff. | -31.71 | 1.225 | 0.1963 | 0.1681 | -#> |.....................| 0.4113 | 0.6853 | -4.208 | 6.141 | -#> |.....................| 0.7033 | 1.163 | -2.029 | -4.071 | -#> |.....................| -1.106 | 3.494 | -3.921 | -6.098 | -#> |<span style='font-weight: bold;'> 7</span>| 479.23599 | 1.003 | -1.063 | -0.9048 | -0.9375 | -#> |.....................| -0.9799 | -0.9023 | -0.2352 | -0.4403 | -#> |.....................| -0.7320 | -0.8422 | -0.8974 | -1.117 | -#> |.....................| -0.5472 | -0.8484 | -1.086 | -0.5115 | -#> | U| 479.23599 | 91.29 | -5.263 | -0.8850 | -2.200 | -#> |.....................| -4.592 | 0.4508 | 1.095 | 0.07106 | -#> |.....................| 0.8892 | 0.05941 | 0.7160 | 0.6828 | -#> |.....................| 1.562 | 0.9781 | 0.6800 | 1.645 | -#> | X|<span style='font-weight: bold;'> 479.23599</span> | 91.29 | 0.005177 | 0.2921 | 0.1108 | -#> |.....................| 0.01013 | 0.6108 | 1.095 | 0.07106 | -#> |.....................| 0.8892 | 0.05941 | 0.7160 | 0.6828 | -#> |.....................| 1.562 | 0.9781 | 0.6800 | 1.645 | -#> | F| Forward Diff. | 18.36 | 1.286 | 0.8956 | 0.06941 | -#> |.....................| 0.3942 | 0.6495 | -3.460 | 6.349 | -#> |.....................| 0.7828 | 0.9998 | -1.947 | -2.931 | -#> |.....................| 0.1591 | 2.144 | -3.375 | -5.909 | -#> |<span style='font-weight: bold;'> 8</span>| 479.05200 | 0.9982 | -1.066 | -0.9056 | -0.9376 | -#> |.....................| -0.9803 | -0.9037 | -0.2181 | -0.4407 | -#> |.....................| -0.7304 | -0.8427 | -0.8951 | -1.119 | -#> |.....................| -0.5384 | -0.8504 | -1.087 | -0.4972 | -#> | U| 479.052 | 90.84 | -5.266 | -0.8857 | -2.200 | -#> |.....................| -4.593 | 0.4502 | 1.102 | 0.07105 | -#> |.....................| 0.8899 | 0.05939 | 0.7177 | 0.6818 | -#> |.....................| 1.572 | 0.9761 | 0.6797 | 1.663 | -#> | X|<span style='font-weight: bold;'> 479.052</span> | 90.84 | 0.005162 | 0.2920 | 0.1108 | -#> |.....................| 0.01012 | 0.6107 | 1.102 | 0.07105 | -#> |.....................| 0.8899 | 0.05939 | 0.7177 | 0.6818 | -#> |.....................| 1.572 | 0.9761 | 0.6797 | 1.663 | -#> |<span style='font-weight: bold;'> 9</span>| 478.91507 | 0.9977 | -1.070 | -0.9061 | -0.9377 | -#> |.....................| -0.9807 | -0.9051 | -0.2002 | -0.4395 | -#> |.....................| -0.7284 | -0.8431 | -0.8930 | -1.121 | -#> |.....................| -0.5287 | -0.8520 | -1.088 | -0.4828 | -#> | U| 478.91507 | 90.79 | -5.270 | -0.8862 | -2.200 | -#> |.....................| -4.593 | 0.4495 | 1.110 | 0.07109 | -#> |.....................| 0.8907 | 0.05938 | 0.7192 | 0.6799 | -#> |.....................| 1.584 | 0.9745 | 0.6785 | 1.680 | -#> | X|<span style='font-weight: bold;'> 478.91507</span> | 90.79 | 0.005146 | 0.2919 | 0.1108 | -#> |.....................| 0.01012 | 0.6105 | 1.110 | 0.07109 | -#> |.....................| 0.8907 | 0.05938 | 0.7192 | 0.6799 | -#> |.....................| 1.584 | 0.9745 | 0.6785 | 1.680 | -#> |<span style='font-weight: bold;'> 10</span>| 478.54700 | 0.9959 | -1.080 | -0.9081 | -0.9381 | -#> |.....................| -0.9820 | -0.9099 | -0.1391 | -0.4353 | -#> |.....................| -0.7215 | -0.8442 | -0.8862 | -1.128 | -#> |.....................| -0.4957 | -0.8577 | -1.093 | -0.4342 | -#> | U| 478.547 | 90.63 | -5.280 | -0.8880 | -2.200 | -#> |.....................| -4.594 | 0.4473 | 1.135 | 0.07121 | -#> |.....................| 0.8936 | 0.05935 | 0.7242 | 0.6734 | -#> |.....................| 1.623 | 0.9691 | 0.6746 | 1.739 | -#> | X|<span style='font-weight: bold;'> 478.547</span> | 90.63 | 0.005094 | 0.2915 | 0.1108 | -#> |.....................| 0.01011 | 0.6100 | 1.135 | 0.07121 | -#> |.....................| 0.8936 | 0.05935 | 0.7242 | 0.6734 | -#> |.....................| 1.623 | 0.9691 | 0.6746 | 1.739 | -#> |<span style='font-weight: bold;'> 11</span>| 478.24707 | 0.9926 | -1.098 | -0.9118 | -0.9388 | -#> |.....................| -0.9843 | -0.9186 | -0.02735 | -0.4276 | -#> |.....................| -0.7088 | -0.8464 | -0.8736 | -1.141 | -#> |.....................| -0.4354 | -0.8680 | -1.101 | -0.3451 | -#> | U| 478.24707 | 90.33 | -5.298 | -0.8913 | -2.201 | -#> |.....................| -4.597 | 0.4433 | 1.182 | 0.07143 | -#> |.....................| 0.8988 | 0.05929 | 0.7334 | 0.6616 | -#> |.....................| 1.694 | 0.9593 | 0.6674 | 1.848 | -#> | X|<span style='font-weight: bold;'> 478.24707</span> | 90.33 | 0.004999 | 0.2909 | 0.1107 | -#> |.....................| 0.01008 | 0.6090 | 1.182 | 0.07143 | -#> |.....................| 0.8988 | 0.05929 | 0.7334 | 0.6616 | -#> |.....................| 1.694 | 0.9593 | 0.6674 | 1.848 | -#> | F| Forward Diff. | -54.86 | 1.159 | -0.2545 | 0.1198 | -#> |.....................| 0.4779 | 1.320 | -1.627 | 7.719 | -#> |.....................| 1.488 | 1.194 | -2.008 | -4.434 | -#> |.....................| 3.563 | 0.8010 | -2.393 | -3.495 | -#> |<span style='font-weight: bold;'> 12</span>| 475.90466 | 1.002 | -1.127 | -0.9233 | -0.9398 | -#> |.....................| -0.9978 | -0.9482 | -0.05448 | -0.6822 | -#> |.....................| -0.7579 | -0.8801 | -0.8190 | -1.095 | -#> |.....................| -0.4550 | -0.8498 | -1.031 | -0.2699 | -#> | U| 475.90466 | 91.18 | -5.327 | -0.9014 | -2.202 | -#> |.....................| -4.610 | 0.4297 | 1.170 | 0.06405 | -#> |.....................| 0.8785 | 0.05831 | 0.7733 | 0.7032 | -#> |.....................| 1.671 | 0.9767 | 0.7277 | 1.939 | -#> | X|<span style='font-weight: bold;'> 475.90466</span> | 91.18 | 0.004860 | 0.2888 | 0.1106 | -#> |.....................| 0.009950 | 0.6058 | 1.170 | 0.06405 | -#> |.....................| 0.8785 | 0.05831 | 0.7733 | 0.7032 | -#> |.....................| 1.671 | 0.9767 | 0.7277 | 1.939 | -#> | F| Forward Diff. | -5.773 | 1.281 | 0.05418 | -0.06269 | -#> |.....................| 0.4104 | 1.812 | -4.981 | 3.640 | -#> |.....................| -0.08126 | 0.09477 | -1.092 | -2.966 | -#> |.....................| 5.262 | 2.712 | 3.245 | -2.012 | -#> |<span style='font-weight: bold;'> 13</span>| 477.06760 | 1.030 | -1.176 | -0.9281 | -0.9377 | -#> |.....................| -1.013 | -1.011 | 0.09564 | -0.8420 | -#> |.....................| -0.7668 | -0.8907 | -0.7738 | -1.073 | -#> |.....................| -0.5619 | -0.8693 | -1.126 | -0.1773 | -#> | U| 477.0676 | 93.71 | -5.376 | -0.9057 | -2.200 | -#> |.....................| -4.625 | 0.4008 | 1.233 | 0.05941 | -#> |.....................| 0.8748 | 0.05800 | 0.8064 | 0.7234 | -#> |.....................| 1.545 | 0.9581 | 0.6461 | 2.051 | -#> | X|<span style='font-weight: bold;'> 477.0676</span> | 93.71 | 0.004627 | 0.2879 | 0.1108 | -#> |.....................| 0.009799 | 0.5989 | 1.233 | 0.05941 | -#> |.....................| 0.8748 | 0.05800 | 0.8064 | 0.7234 | -#> |.....................| 1.545 | 0.9581 | 0.6461 | 2.051 | -#> |<span style='font-weight: bold;'> 14</span>| 477.20174 | 1.026 | -1.143 | -0.9246 | -0.9391 | -#> |.....................| -1.003 | -0.9695 | -0.001726 | -0.7335 | -#> |.....................| -0.7599 | -0.8831 | -0.8043 | -1.080 | -#> |.....................| -0.4976 | -0.8627 | -1.065 | -0.2404 | -#> | U| 477.20174 | 93.37 | -5.343 | -0.9027 | -2.201 | -#> |.....................| -4.615 | 0.4199 | 1.192 | 0.06256 | -#> |.....................| 0.8776 | 0.05822 | 0.7840 | 0.7162 | -#> |.....................| 1.621 | 0.9644 | 0.6988 | 1.975 | -#> | X|<span style='font-weight: bold;'> 477.20174</span> | 93.37 | 0.004782 | 0.2885 | 0.1106 | -#> |.....................| 0.009899 | 0.6035 | 1.192 | 0.06256 | -#> |.....................| 0.8776 | 0.05822 | 0.7840 | 0.7162 | -#> |.....................| 1.621 | 0.9644 | 0.6988 | 1.975 | -#> |<span style='font-weight: bold;'> 15</span>| 476.22973 | 1.014 | -1.129 | -0.9234 | -0.9397 | -#> |.....................| -0.9986 | -0.9521 | -0.04396 | -0.6899 | -#> |.....................| -0.7577 | -0.8803 | -0.8167 | -1.089 | -#> |.....................| -0.4661 | -0.8555 | -1.038 | -0.2656 | -#> | U| 476.22973 | 92.29 | -5.329 | -0.9015 | -2.202 | -#> |.....................| -4.611 | 0.4279 | 1.175 | 0.06382 | -#> |.....................| 0.8785 | 0.05830 | 0.7750 | 0.7089 | -#> |.....................| 1.658 | 0.9712 | 0.7218 | 1.944 | -#> | X|<span style='font-weight: bold;'> 476.22973</span> | 92.29 | 0.004847 | 0.2887 | 0.1106 | -#> |.....................| 0.009941 | 0.6054 | 1.175 | 0.06382 | -#> |.....................| 0.8785 | 0.05830 | 0.7750 | 0.7089 | -#> |.....................| 1.658 | 0.9712 | 0.7218 | 1.944 | -#> |<span style='font-weight: bold;'> 16</span>| 475.87776 | 1.005 | -1.127 | -0.9233 | -0.9398 | -#> |.....................| -0.9980 | -0.9491 | -0.05201 | -0.6840 | -#> |.....................| -0.7578 | -0.8802 | -0.8184 | -1.093 | -#> |.....................| -0.4576 | -0.8511 | -1.033 | -0.2689 | -#> | U| 475.87776 | 91.44 | -5.327 | -0.9015 | -2.202 | -#> |.....................| -4.610 | 0.4293 | 1.171 | 0.06399 | -#> |.....................| 0.8785 | 0.05830 | 0.7737 | 0.7045 | -#> |.....................| 1.668 | 0.9754 | 0.7263 | 1.940 | -#> | X|<span style='font-weight: bold;'> 475.87776</span> | 91.44 | 0.004857 | 0.2887 | 0.1106 | -#> |.....................| 0.009948 | 0.6057 | 1.171 | 0.06399 | -#> |.....................| 0.8785 | 0.05830 | 0.7737 | 0.7045 | -#> |.....................| 1.668 | 0.9754 | 0.7263 | 1.940 | -#> | F| Forward Diff. | 16.12 | 1.298 | 0.4116 | -0.09723 | -#> |.....................| 0.4002 | 1.728 | -4.991 | 3.781 | -#> |.....................| -0.06392 | 0.04117 | -1.251 | -0.6787 | -#> |.....................| 5.079 | 2.620 | 3.013 | -2.074 | -#> |<span style='font-weight: bold;'> 17</span>| 475.82399 | 1.002 | -1.128 | -0.9234 | -0.9397 | -#> |.....................| -0.9982 | -0.9501 | -0.04950 | -0.6866 | -#> |.....................| -0.7580 | -0.8803 | -0.8177 | -1.093 | -#> |.....................| -0.4596 | -0.8518 | -1.034 | -0.2675 | -#> | U| 475.82399 | 91.17 | -5.328 | -0.9016 | -2.202 | -#> |.....................| -4.611 | 0.4288 | 1.172 | 0.06392 | -#> |.....................| 0.8784 | 0.05830 | 0.7743 | 0.7045 | -#> |.....................| 1.666 | 0.9748 | 0.7251 | 1.942 | -#> | X|<span style='font-weight: bold;'> 475.82399</span> | 91.17 | 0.004853 | 0.2887 | 0.1106 | -#> |.....................| 0.009945 | 0.6056 | 1.172 | 0.06392 | -#> |.....................| 0.8784 | 0.05830 | 0.7743 | 0.7045 | -#> |.....................| 1.666 | 0.9748 | 0.7251 | 1.942 | -#> | F| Forward Diff. | -7.267 | 1.279 | 0.007095 | -0.05940 | -#> |.....................| 0.4115 | 1.783 | -5.114 | 3.652 | -#> |.....................| -0.1068 | 0.1083 | -1.295 | -0.9578 | -#> |.....................| 2.682 | 2.514 | 3.014 | -2.035 | -#> |<span style='font-weight: bold;'> 18</span>| 475.78862 | 1.005 | -1.129 | -0.9235 | -0.9397 | -#> |.....................| -0.9985 | -0.9512 | -0.04657 | -0.6892 | -#> |.....................| -0.7580 | -0.8804 | -0.8168 | -1.093 | -#> |.....................| -0.4611 | -0.8527 | -1.036 | -0.2661 | -#> | U| 475.78862 | 91.41 | -5.329 | -0.9016 | -2.202 | -#> |.....................| -4.611 | 0.4283 | 1.174 | 0.06384 | -#> |.....................| 0.8784 | 0.05830 | 0.7749 | 0.7045 | -#> |.....................| 1.664 | 0.9739 | 0.7236 | 1.943 | -#> | X|<span style='font-weight: bold;'> 475.78862</span> | 91.41 | 0.004849 | 0.2887 | 0.1106 | -#> |.....................| 0.009942 | 0.6055 | 1.174 | 0.06384 | -#> |.....................| 0.8784 | 0.05830 | 0.7749 | 0.7045 | -#> |.....................| 1.664 | 0.9739 | 0.7236 | 1.943 | -#> | F| Forward Diff. | 13.19 | 1.292 | 0.3498 | -0.09321 | -#> |.....................| 0.4023 | 1.703 | -5.372 | 3.699 | -#> |.....................| -0.1234 | 0.05429 | -1.241 | -0.7588 | -#> |.....................| 4.815 | 2.436 | 2.783 | -2.083 | -#> |<span style='font-weight: bold;'> 19</span>| 475.73531 | 1.002 | -1.130 | -0.9236 | -0.9397 | -#> |.....................| -0.9987 | -0.9524 | -0.04361 | -0.6921 | -#> |.....................| -0.7582 | -0.8806 | -0.8159 | -1.094 | -#> |.....................| -0.4630 | -0.8531 | -1.037 | -0.2646 | -#> | U| 475.73531 | 91.21 | -5.330 | -0.9018 | -2.202 | -#> |.....................| -4.611 | 0.4278 | 1.175 | 0.06376 | -#> |.....................| 0.8783 | 0.05829 | 0.7756 | 0.7041 | -#> |.....................| 1.662 | 0.9735 | 0.7222 | 1.945 | -#> | X|<span style='font-weight: bold;'> 475.73531</span> | 91.21 | 0.004845 | 0.2887 | 0.1106 | -#> |.....................| 0.009940 | 0.6053 | 1.175 | 0.06376 | -#> |.....................| 0.8783 | 0.05829 | 0.7756 | 0.7041 | -#> |.....................| 1.662 | 0.9735 | 0.7222 | 1.945 | -#> | F| Forward Diff. | -3.312 | 1.277 | 0.06663 | -0.06695 | -#> |.....................| 0.4102 | 1.736 | -5.095 | 3.555 | -#> |.....................| -0.08175 | 0.08515 | -1.253 | -0.9364 | -#> |.....................| 4.836 | 2.452 | 2.739 | -2.058 | -#> |<span style='font-weight: bold;'> 20</span>| 475.69941 | 1.004 | -1.131 | -0.9237 | -0.9396 | -#> |.....................| -0.9990 | -0.9534 | -0.04063 | -0.6942 | -#> |.....................| -0.7581 | -0.8807 | -0.8151 | -1.093 | -#> |.....................| -0.4658 | -0.8545 | -1.039 | -0.2634 | -#> | U| 475.69941 | 91.39 | -5.331 | -0.9018 | -2.202 | -#> |.....................| -4.611 | 0.4273 | 1.176 | 0.06370 | -#> |.....................| 0.8783 | 0.05829 | 0.7761 | 0.7046 | -#> |.....................| 1.658 | 0.9722 | 0.7208 | 1.947 | -#> | X|<span style='font-weight: bold;'> 475.69941</span> | 91.39 | 0.004841 | 0.2887 | 0.1106 | -#> |.....................| 0.009937 | 0.6052 | 1.176 | 0.06370 | -#> |.....................| 0.8783 | 0.05829 | 0.7761 | 0.7046 | -#> |.....................| 1.658 | 0.9722 | 0.7208 | 1.947 | -#> | F| Forward Diff. | 11.57 | 1.287 | 0.3079 | -0.08979 | -#> |.....................| 0.4039 | 1.674 | -5.153 | 3.653 | -#> |.....................| -0.06063 | 0.04440 | -1.200 | -0.7646 | -#> |.....................| 2.452 | 2.339 | 2.552 | -2.095 | -#> |<span style='font-weight: bold;'> 21</span>| 475.66307 | 1.001 | -1.131 | -0.9238 | -0.9396 | -#> |.....................| -0.9992 | -0.9545 | -0.03780 | -0.6969 | -#> |.....................| -0.7583 | -0.8808 | -0.8143 | -1.094 | -#> |.....................| -0.4671 | -0.8550 | -1.041 | -0.2620 | -#> | U| 475.66307 | 91.11 | -5.331 | -0.9019 | -2.202 | -#> |.....................| -4.612 | 0.4268 | 1.177 | 0.06362 | -#> |.....................| 0.8783 | 0.05829 | 0.7767 | 0.7044 | -#> |.....................| 1.657 | 0.9717 | 0.7195 | 1.948 | -#> | X|<span style='font-weight: bold;'> 475.66307</span> | 91.11 | 0.004837 | 0.2887 | 0.1106 | -#> |.....................| 0.009935 | 0.6051 | 1.177 | 0.06362 | -#> |.....................| 0.8783 | 0.05829 | 0.7767 | 0.7044 | -#> |.....................| 1.657 | 0.9717 | 0.7195 | 1.948 | -#> | F| Forward Diff. | -12.57 | 1.267 | -0.09715 | -0.05310 | -#> |.....................| 0.4138 | 1.728 | -5.558 | 3.438 | -#> |.....................| -0.1081 | 0.1203 | -1.232 | -1.053 | -#> |.....................| 2.344 | 2.291 | 2.543 | -2.059 | -#> |<span style='font-weight: bold;'> 22</span>| 475.61346 | 1.003 | -1.132 | -0.9238 | -0.9395 | -#> |.....................| -0.9995 | -0.9557 | -0.03467 | -0.6999 | -#> |.....................| -0.7585 | -0.8810 | -0.8134 | -1.094 | -#> |.....................| -0.4680 | -0.8550 | -1.042 | -0.2607 | -#> | U| 475.61346 | 91.32 | -5.332 | -0.9020 | -2.202 | -#> |.....................| -4.612 | 0.4262 | 1.179 | 0.06353 | -#> |.....................| 0.8782 | 0.05828 | 0.7774 | 0.7040 | -#> |.....................| 1.656 | 0.9717 | 0.7181 | 1.950 | -#> | X|<span style='font-weight: bold;'> 475.61346</span> | 91.32 | 0.004833 | 0.2886 | 0.1106 | -#> |.....................| 0.009932 | 0.6050 | 1.179 | 0.06353 | -#> |.....................| 0.8782 | 0.05828 | 0.7774 | 0.7040 | -#> |.....................| 1.656 | 0.9717 | 0.7181 | 1.950 | -#> | F| Forward Diff. | 5.192 | 1.277 | 0.1967 | -0.08157 | -#> |.....................| 0.4060 | 1.656 | -5.231 | 3.627 | -#> |.....................| -0.1038 | 0.05786 | -1.199 | -0.8859 | -#> |.....................| 2.283 | 2.293 | 2.331 | -2.101 | -#> |<span style='font-weight: bold;'> 23</span>| 475.58436 | 1.001 | -1.133 | -0.9239 | -0.9395 | -#> |.....................| -0.9998 | -0.9568 | -0.03140 | -0.7025 | -#> |.....................| -0.7585 | -0.8810 | -0.8126 | -1.094 | -#> |.....................| -0.4692 | -0.8560 | -1.044 | -0.2594 | -#> | U| 475.58436 | 91.09 | -5.333 | -0.9021 | -2.202 | -#> |.....................| -4.612 | 0.4257 | 1.180 | 0.06346 | -#> |.....................| 0.8782 | 0.05828 | 0.7780 | 0.7043 | -#> |.....................| 1.654 | 0.9707 | 0.7167 | 1.952 | -#> | X|<span style='font-weight: bold;'> 475.58436</span> | 91.09 | 0.004829 | 0.2886 | 0.1106 | -#> |.....................| 0.009929 | 0.6049 | 1.180 | 0.06346 | -#> |.....................| 0.8782 | 0.05828 | 0.7780 | 0.7043 | -#> |.....................| 1.654 | 0.9707 | 0.7167 | 1.952 | -#> | F| Forward Diff. | -14.46 | 1.261 | -0.1306 | -0.05131 | -#> |.....................| 0.4140 | 1.696 | -5.518 | 3.404 | -#> |.....................| -0.1407 | 0.1181 | -1.199 | -1.071 | -#> |.....................| 2.272 | 2.212 | 2.296 | -2.075 | -#> |<span style='font-weight: bold;'> 24</span>| 475.53229 | 1.003 | -1.134 | -0.9240 | -0.9394 | -#> |.....................| -1.000 | -0.9581 | -0.02828 | -0.7055 | -#> |.....................| -0.7587 | -0.8812 | -0.8117 | -1.094 | -#> |.....................| -0.4701 | -0.8560 | -1.045 | -0.2580 | -#> | U| 475.53229 | 91.31 | -5.334 | -0.9021 | -2.202 | -#> |.....................| -4.613 | 0.4251 | 1.181 | 0.06337 | -#> |.....................| 0.8781 | 0.05828 | 0.7786 | 0.7039 | -#> |.....................| 1.653 | 0.9708 | 0.7153 | 1.953 | -#> | X|<span style='font-weight: bold;'> 475.53229</span> | 91.31 | 0.004824 | 0.2886 | 0.1106 | -#> |.....................| 0.009926 | 0.6047 | 1.181 | 0.06337 | -#> |.....................| 0.8781 | 0.05828 | 0.7786 | 0.7039 | -#> |.....................| 1.653 | 0.9708 | 0.7153 | 1.953 | -#> | F| Forward Diff. | 4.355 | 1.271 | 0.1786 | -0.08149 | -#> |.....................| 0.4055 | 1.621 | -5.117 | 3.557 | -#> |.....................| -0.1060 | 0.04285 | -0.9518 | -2.902 | -#> |.....................| 4.469 | 2.204 | 2.093 | -2.115 | -#> |<span style='font-weight: bold;'> 25</span>| 475.50379 | 1.001 | -1.135 | -0.9241 | -0.9394 | -#> |.....................| -1.000 | -0.9591 | -0.02533 | -0.7076 | -#> |.....................| -0.7587 | -0.8812 | -0.8111 | -1.093 | -#> |.....................| -0.4726 | -0.8571 | -1.047 | -0.2568 | -#> | U| 475.50379 | 91.10 | -5.335 | -0.9022 | -2.202 | -#> |.....................| -4.613 | 0.4247 | 1.182 | 0.06331 | -#> |.....................| 0.8781 | 0.05828 | 0.7790 | 0.7053 | -#> |.....................| 1.650 | 0.9697 | 0.7143 | 1.955 | -#> | X|<span style='font-weight: bold;'> 475.50379</span> | 91.10 | 0.004820 | 0.2886 | 0.1106 | -#> |.....................| 0.009924 | 0.6046 | 1.182 | 0.06331 | -#> |.....................| 0.8781 | 0.05828 | 0.7790 | 0.7053 | -#> |.....................| 1.650 | 0.9697 | 0.7143 | 1.955 | -#> | F| Forward Diff. | -13.73 | 1.259 | -0.1294 | -0.05234 | -#> |.....................| 0.4131 | 1.659 | -5.626 | 3.356 | -#> |.....................| -0.1179 | 0.1182 | -1.163 | -0.9759 | -#> |.....................| 2.282 | 2.162 | 2.085 | -2.085 | -#> |<span style='font-weight: bold;'> 26</span>| 475.45890 | 1.004 | -1.136 | -0.9240 | -0.9393 | -#> |.....................| -1.001 | -0.9602 | -0.02221 | -0.7103 | -#> |.....................| -0.7588 | -0.8813 | -0.8104 | -1.092 | -#> |.....................| -0.4738 | -0.8571 | -1.048 | -0.2555 | -#> | U| 475.4589 | 91.37 | -5.336 | -0.9021 | -2.202 | -#> |.....................| -4.613 | 0.4242 | 1.184 | 0.06323 | -#> |.....................| 0.8781 | 0.05827 | 0.7796 | 0.7056 | -#> |.....................| 1.649 | 0.9697 | 0.7132 | 1.956 | -#> | X|<span style='font-weight: bold;'> 475.4589</span> | 91.37 | 0.004816 | 0.2886 | 0.1106 | -#> |.....................| 0.009921 | 0.6045 | 1.184 | 0.06323 | -#> |.....................| 0.8781 | 0.05827 | 0.7796 | 0.7056 | -#> |.....................| 1.649 | 0.9697 | 0.7132 | 1.956 | -#> | F| Forward Diff. | 9.388 | 1.275 | 0.2447 | -0.08891 | -#> |.....................| 0.4027 | 1.576 | -4.598 | 3.539 | -#> |.....................| -0.08390 | 0.04261 | -0.9004 | -2.725 | -#> |.....................| 4.305 | 2.111 | 1.882 | -2.135 | -#> |<span style='font-weight: bold;'> 27</span>| 475.41657 | 1.002 | -1.137 | -0.9241 | -0.9392 | -#> |.....................| -1.001 | -0.9615 | -0.01910 | -0.7133 | -#> |.....................| -0.7590 | -0.8814 | -0.8097 | -1.092 | -#> |.....................| -0.4754 | -0.8571 | -1.049 | -0.2540 | -#> | U| 475.41657 | 91.17 | -5.337 | -0.9022 | -2.202 | -#> |.....................| -4.613 | 0.4236 | 1.185 | 0.06314 | -#> |.....................| 0.8780 | 0.05827 | 0.7801 | 0.7060 | -#> |.....................| 1.647 | 0.9697 | 0.7121 | 1.958 | -#> | X|<span style='font-weight: bold;'> 475.41657</span> | 91.17 | 0.004811 | 0.2886 | 0.1106 | -#> |.....................| 0.009918 | 0.6043 | 1.185 | 0.06314 | -#> |.....................| 0.8780 | 0.05827 | 0.7801 | 0.7060 | -#> |.....................| 1.647 | 0.9697 | 0.7121 | 1.958 | -#> | F| Forward Diff. | -7.291 | 1.263 | -0.02799 | -0.06240 | -#> |.....................| 0.4098 | 1.607 | -5.561 | 3.409 | -#> |.....................| -0.1363 | 0.09124 | -1.126 | -0.9025 | -#> |.....................| 4.264 | 2.123 | 1.858 | -2.103 | -#> |<span style='font-weight: bold;'> 28</span>| 475.37603 | 1.004 | -1.138 | -0.9241 | -0.9392 | -#> |.....................| -1.001 | -0.9626 | -0.01569 | -0.7160 | -#> |.....................| -0.7590 | -0.8815 | -0.8090 | -1.092 | -#> |.....................| -0.4775 | -0.8574 | -1.050 | -0.2525 | -#> | U| 475.37603 | 91.35 | -5.338 | -0.9022 | -2.202 | -#> |.....................| -4.614 | 0.4231 | 1.186 | 0.06307 | -#> |.....................| 0.8780 | 0.05827 | 0.7806 | 0.7060 | -#> |.....................| 1.645 | 0.9695 | 0.7112 | 1.960 | -#> | X|<span style='font-weight: bold;'> 475.37603</span> | 91.35 | 0.004807 | 0.2886 | 0.1106 | -#> |.....................| 0.009915 | 0.6042 | 1.186 | 0.06307 | -#> |.....................| 0.8780 | 0.05827 | 0.7806 | 0.7060 | -#> |.....................| 1.645 | 0.9695 | 0.7112 | 1.960 | -#> | F| Forward Diff. | 7.976 | 1.271 | 0.2167 | -0.08766 | -#> |.....................| 0.4024 | 1.550 | -5.132 | 3.516 | -#> |.....................| -0.09627 | 0.04106 | -1.088 | -0.7404 | -#> |.....................| 4.103 | 2.126 | 1.707 | -2.133 | -#> |<span style='font-weight: bold;'> 29</span>| 475.34297 | 1.001 | -1.139 | -0.9242 | -0.9391 | -#> |.....................| -1.002 | -0.9636 | -0.01242 | -0.7185 | -#> |.....................| -0.7591 | -0.8816 | -0.8082 | -1.092 | -#> |.....................| -0.4796 | -0.8578 | -1.051 | -0.2511 | -#> | U| 475.34297 | 91.13 | -5.339 | -0.9023 | -2.201 | -#> |.....................| -4.614 | 0.4226 | 1.188 | 0.06299 | -#> |.....................| 0.8779 | 0.05826 | 0.7812 | 0.7056 | -#> |.....................| 1.642 | 0.9691 | 0.7103 | 1.962 | -#> | X|<span style='font-weight: bold;'> 475.34297</span> | 91.13 | 0.004803 | 0.2886 | 0.1106 | -#> |.....................| 0.009912 | 0.6041 | 1.188 | 0.06299 | -#> |.....................| 0.8779 | 0.05826 | 0.7812 | 0.7056 | -#> |.....................| 1.642 | 0.9691 | 0.7103 | 1.962 | -#> | F| Forward Diff. | -11.69 | 1.251 | -0.09758 | -0.05188 | -#> |.....................| 0.4100 | 1.596 | -5.544 | 3.338 | -#> |.....................| -0.1288 | 0.09302 | -1.103 | -0.9943 | -#> |.....................| 4.044 | 2.113 | 1.726 | -2.096 | -#> |<span style='font-weight: bold;'> 30</span>| 475.29763 | 1.004 | -1.140 | -0.9242 | -0.9391 | -#> |.....................| -1.002 | -0.9647 | -0.009016 | -0.7212 | -#> |.....................| -0.7592 | -0.8817 | -0.8074 | -1.093 | -#> |.....................| -0.4815 | -0.8578 | -1.052 | -0.2496 | -#> | U| 475.29763 | 91.33 | -5.340 | -0.9023 | -2.201 | -#> |.....................| -4.614 | 0.4221 | 1.189 | 0.06292 | -#> |.....................| 0.8779 | 0.05826 | 0.7818 | 0.7049 | -#> |.....................| 1.640 | 0.9691 | 0.7096 | 1.964 | -#> | X|<span style='font-weight: bold;'> 475.29763</span> | 91.33 | 0.004798 | 0.2886 | 0.1106 | -#> |.....................| 0.009909 | 0.6040 | 1.189 | 0.06292 | -#> |.....................| 0.8779 | 0.05826 | 0.7818 | 0.7049 | -#> |.....................| 1.640 | 0.9691 | 0.7096 | 1.964 | -#> | F| Forward Diff. | 5.626 | 1.261 | 0.1834 | -0.08674 | -#> |.....................| 0.4019 | 1.535 | -5.612 | 3.466 | -#> |.....................| -0.1091 | 0.03444 | -1.082 | -0.8814 | -#> |.....................| 3.882 | 2.084 | 1.576 | -2.128 | -#> |<span style='font-weight: bold;'> 31</span>| 475.26968 | 1.001 | -1.140 | -0.9243 | -0.9390 | -#> |.....................| -1.002 | -0.9656 | -0.005554 | -0.7235 | -#> |.....................| -0.7592 | -0.8818 | -0.8067 | -1.093 | -#> |.....................| -0.4837 | -0.8585 | -1.053 | -0.2482 | -#> | U| 475.26968 | 91.11 | -5.340 | -0.9024 | -2.201 | -#> |.....................| -4.615 | 0.4217 | 1.191 | 0.06285 | -#> |.....................| 0.8779 | 0.05826 | 0.7823 | 0.7049 | -#> |.....................| 1.637 | 0.9684 | 0.7088 | 1.965 | -#> | X|<span style='font-weight: bold;'> 475.26968</span> | 91.11 | 0.004794 | 0.2886 | 0.1106 | -#> |.....................| 0.009907 | 0.6039 | 1.191 | 0.06285 | -#> |.....................| 0.8779 | 0.05826 | 0.7823 | 0.7049 | -#> |.....................| 1.637 | 0.9684 | 0.7088 | 1.965 | -#> | F| Forward Diff. | -13.71 | 1.246 | -0.1255 | -0.05322 | -#> |.....................| 0.4099 | 1.581 | -5.546 | 3.317 | -#> |.....................| -0.1509 | 0.1096 | -0.8594 | -3.000 | -#> |.....................| 3.990 | 2.056 | 1.604 | -2.087 | -#> |<span style='font-weight: bold;'> 32</span>| 475.22190 | 1.004 | -1.141 | -0.9243 | -0.9390 | -#> |.....................| -1.002 | -0.9667 | -0.002058 | -0.7261 | -#> |.....................| -0.7593 | -0.8819 | -0.8061 | -1.093 | -#> |.....................| -0.4854 | -0.8583 | -1.054 | -0.2469 | -#> | U| 475.2219 | 91.33 | -5.341 | -0.9024 | -2.201 | -#> |.....................| -4.615 | 0.4212 | 1.192 | 0.06277 | -#> |.....................| 0.8778 | 0.05826 | 0.7828 | 0.7049 | -#> |.....................| 1.635 | 0.9686 | 0.7081 | 1.967 | -#> | X|<span style='font-weight: bold;'> 475.2219</span> | 91.33 | 0.004790 | 0.2886 | 0.1107 | -#> |.....................| 0.009904 | 0.6038 | 1.192 | 0.06277 | -#> |.....................| 0.8778 | 0.05826 | 0.7828 | 0.7049 | -#> |.....................| 1.635 | 0.9686 | 0.7081 | 1.967 | -#> | F| Forward Diff. | 5.841 | 1.258 | 0.1840 | -0.08823 | -#> |.....................| 0.4011 | 1.514 | -4.992 | 3.441 | -#> |.....................| -0.1080 | 0.03852 | -1.043 | -0.8514 | -#> |.....................| 3.826 | 2.019 | 1.451 | -2.125 | -#> |<span style='font-weight: bold;'> 33</span>| 475.19540 | 1.001 | -1.142 | -0.9244 | -0.9389 | -#> |.....................| -1.003 | -0.9677 | 0.001228 | -0.7286 | -#> |.....................| -0.7593 | -0.8819 | -0.8054 | -1.093 | -#> |.....................| -0.4876 | -0.8589 | -1.055 | -0.2455 | -#> | U| 475.1954 | 91.10 | -5.342 | -0.9025 | -2.201 | -#> |.....................| -4.615 | 0.4207 | 1.193 | 0.06270 | -#> |.....................| 0.8778 | 0.05825 | 0.7833 | 0.7050 | -#> |.....................| 1.633 | 0.9680 | 0.7073 | 1.969 | -#> | X|<span style='font-weight: bold;'> 475.1954</span> | 91.10 | 0.004786 | 0.2885 | 0.1107 | -#> |.....................| 0.009901 | 0.6037 | 1.193 | 0.06270 | -#> |.....................| 0.8778 | 0.05825 | 0.7833 | 0.7050 | -#> |.....................| 1.633 | 0.9680 | 0.7073 | 1.969 | -#> | F| Forward Diff. | -14.17 | 1.239 | -0.1323 | -0.05443 | -#> |.....................| 0.4093 | 1.561 | -5.475 | 3.262 | -#> |.....................| -0.1301 | 0.09817 | -1.038 | -1.045 | -#> |.....................| 3.818 | 2.054 | 1.474 | -2.085 | -#> |<span style='font-weight: bold;'> 34</span>| 475.14668 | 1.003 | -1.143 | -0.9244 | -0.9388 | -#> |.....................| -1.003 | -0.9688 | 0.004635 | -0.7312 | -#> |.....................| -0.7595 | -0.8820 | -0.8046 | -1.094 | -#> |.....................| -0.4894 | -0.8588 | -1.055 | -0.2440 | -#> | U| 475.14668 | 91.31 | -5.343 | -0.9025 | -2.201 | -#> |.....................| -4.615 | 0.4202 | 1.195 | 0.06262 | -#> |.....................| 0.8778 | 0.05825 | 0.7838 | 0.7043 | -#> |.....................| 1.631 | 0.9681 | 0.7066 | 1.970 | -#> | X|<span style='font-weight: bold;'> 475.14668</span> | 91.31 | 0.004781 | 0.2885 | 0.1107 | -#> |.....................| 0.009898 | 0.6035 | 1.195 | 0.06262 | -#> |.....................| 0.8778 | 0.05825 | 0.7838 | 0.7043 | -#> |.....................| 1.631 | 0.9681 | 0.7066 | 1.970 | -#> | F| Forward Diff. | 3.838 | 1.251 | 0.1547 | -0.08725 | -#> |.....................| 0.4006 | 1.498 | -4.927 | 3.416 | -#> |.....................| -0.1219 | 0.06473 | -1.010 | -2.917 | -#> |.....................| 3.712 | 2.020 | 1.337 | -2.117 | -#> |<span style='font-weight: bold;'> 35</span>| 475.12366 | 1.001 | -1.144 | -0.9245 | -0.9388 | -#> |.....................| -1.003 | -0.9698 | 0.007665 | -0.7333 | -#> |.....................| -0.7594 | -0.8821 | -0.8040 | -1.092 | -#> |.....................| -0.4916 | -0.8600 | -1.056 | -0.2427 | -#> | U| 475.12366 | 91.10 | -5.344 | -0.9025 | -2.201 | -#> |.....................| -4.616 | 0.4198 | 1.196 | 0.06256 | -#> |.....................| 0.8778 | 0.05825 | 0.7843 | 0.7059 | -#> |.....................| 1.628 | 0.9669 | 0.7059 | 1.972 | -#> | X|<span style='font-weight: bold;'> 475.12366</span> | 91.10 | 0.004777 | 0.2885 | 0.1107 | -#> |.....................| 0.009896 | 0.6034 | 1.196 | 0.06256 | -#> |.....................| 0.8778 | 0.05825 | 0.7843 | 0.7059 | -#> |.....................| 1.628 | 0.9669 | 0.7059 | 1.972 | -#> | F| Forward Diff. | -14.75 | 1.239 | -0.1466 | -0.05465 | -#> |.....................| 0.4082 | 1.541 | -5.471 | 3.270 | -#> |.....................| -0.1342 | 0.09829 | -1.014 | -1.026 | -#> |.....................| 3.624 | 1.932 | 1.359 | -2.081 | -#> |<span style='font-weight: bold;'> 36</span>| 475.07465 | 1.004 | -1.145 | -0.9245 | -0.9387 | -#> |.....................| -1.003 | -0.9709 | 0.01108 | -0.7360 | -#> |.....................| -0.7595 | -0.8821 | -0.8033 | -1.092 | -#> |.....................| -0.4933 | -0.8597 | -1.057 | -0.2414 | -#> | U| 475.07465 | 91.33 | -5.345 | -0.9025 | -2.201 | -#> |.....................| -4.616 | 0.4193 | 1.198 | 0.06248 | -#> |.....................| 0.8778 | 0.05825 | 0.7848 | 0.7058 | -#> |.....................| 1.626 | 0.9672 | 0.7053 | 1.974 | -#> | X|<span style='font-weight: bold;'> 475.07465</span> | 91.33 | 0.004773 | 0.2885 | 0.1107 | -#> |.....................| 0.009893 | 0.6033 | 1.198 | 0.06248 | -#> |.....................| 0.8778 | 0.05825 | 0.7848 | 0.7058 | -#> |.....................| 1.626 | 0.9672 | 0.7053 | 1.974 | -#> | F| Forward Diff. | 5.021 | 1.249 | 0.1599 | -0.08992 | -#> |.....................| 0.3985 | 1.471 | -4.995 | 3.410 | -#> |.....................| -0.1196 | 0.03779 | -0.9990 | -2.873 | -#> |.....................| 3.497 | 1.906 | 1.211 | -2.119 | -#> |<span style='font-weight: bold;'> 37</span>| 475.04940 | 1.001 | -1.146 | -0.9245 | -0.9386 | -#> |.....................| -1.004 | -0.9719 | 0.01438 | -0.7384 | -#> |.....................| -0.7594 | -0.8822 | -0.8026 | -1.091 | -#> |.....................| -0.4953 | -0.8604 | -1.058 | -0.2400 | -#> | U| 475.0494 | 91.11 | -5.346 | -0.9026 | -2.201 | -#> |.....................| -4.616 | 0.4188 | 1.199 | 0.06242 | -#> |.....................| 0.8778 | 0.05825 | 0.7853 | 0.7070 | -#> |.....................| 1.623 | 0.9666 | 0.7046 | 1.975 | -#> | X|<span style='font-weight: bold;'> 475.0494</span> | 91.11 | 0.004769 | 0.2885 | 0.1107 | -#> |.....................| 0.009890 | 0.6032 | 1.199 | 0.06242 | -#> |.....................| 0.8778 | 0.05825 | 0.7853 | 0.7070 | -#> |.....................| 1.623 | 0.9666 | 0.7046 | 1.975 | -#> | F| Forward Diff. | -14.15 | 1.235 | -0.1370 | -0.05688 | -#> |.....................| 0.4085 | 1.517 | -5.494 | 3.160 | -#> |.....................| -0.1583 | 0.1112 | -0.7821 | -2.927 | -#> |.....................| 3.432 | 1.909 | 1.245 | -2.084 | -#> |<span style='font-weight: bold;'> 38</span>| 475.00092 | 1.004 | -1.147 | -0.9245 | -0.9386 | -#> |.....................| -1.004 | -0.9731 | 0.01792 | -0.7411 | -#> |.....................| -0.7595 | -0.8822 | -0.8020 | -1.090 | -#> |.....................| -0.4968 | -0.8598 | -1.059 | -0.2387 | -#> | U| 475.00092 | 91.32 | -5.347 | -0.9025 | -2.201 | -#> |.....................| -4.617 | 0.4182 | 1.200 | 0.06234 | -#> |.....................| 0.8778 | 0.05825 | 0.7857 | 0.7077 | -#> |.....................| 1.622 | 0.9671 | 0.7039 | 1.977 | -#> | X|<span style='font-weight: bold;'> 475.00092</span> | 91.32 | 0.004764 | 0.2885 | 0.1107 | -#> |.....................| 0.009887 | 0.6031 | 1.200 | 0.06234 | -#> |.....................| 0.8778 | 0.05825 | 0.7857 | 0.7077 | -#> |.....................| 1.622 | 0.9671 | 0.7039 | 1.977 | -#> | F| Forward Diff. | 4.379 | 1.249 | 0.1419 | -0.08698 | -#> |.....................| 0.3989 | 1.449 | -4.966 | 3.395 | -#> |.....................| -0.1055 | 0.03295 | -0.9696 | -0.7580 | -#> |.....................| 3.283 | 1.918 | 1.096 | -2.115 | -#> |<span style='font-weight: bold;'> 39</span>| 474.98492 | 1.001 | -1.147 | -0.9246 | -0.9385 | -#> |.....................| -1.004 | -0.9740 | 0.02115 | -0.7433 | -#> |.....................| -0.7595 | -0.8822 | -0.8014 | -1.089 | -#> |.....................| -0.4989 | -0.8610 | -1.059 | -0.2373 | -#> | U| 474.98492 | 91.07 | -5.347 | -0.9026 | -2.201 | -#> |.....................| -4.617 | 0.4178 | 1.202 | 0.06227 | -#> |.....................| 0.8778 | 0.05825 | 0.7862 | 0.7081 | -#> |.....................| 1.619 | 0.9660 | 0.7033 | 1.978 | -#> | X|<span style='font-weight: bold;'> 474.98492</span> | 91.07 | 0.004760 | 0.2885 | 0.1107 | -#> |.....................| 0.009884 | 0.6030 | 1.202 | 0.06227 | -#> |.....................| 0.8778 | 0.05825 | 0.7862 | 0.7081 | -#> |.....................| 1.619 | 0.9660 | 0.7033 | 1.978 | -#> | F| Forward Diff. | -17.65 | 1.231 | -0.1920 | -0.05242 | -#> |.....................| 0.4084 | 1.504 | -5.397 | 3.171 | -#> |.....................| -0.1354 | 0.1061 | -0.9468 | -0.9144 | -#> |.....................| 1.271 | 1.859 | 1.156 | -2.067 | -#> |<span style='font-weight: bold;'> 40</span>| 474.93249 | 1.004 | -1.148 | -0.9245 | -0.9384 | -#> |.....................| -1.005 | -0.9752 | 0.02452 | -0.7460 | -#> |.....................| -0.7596 | -0.8823 | -0.8007 | -1.090 | -#> |.....................| -0.5000 | -0.8607 | -1.060 | -0.2361 | -#> | U| 474.93249 | 91.32 | -5.348 | -0.9026 | -2.201 | -#> |.....................| -4.617 | 0.4173 | 1.203 | 0.06220 | -#> |.....................| 0.8778 | 0.05824 | 0.7867 | 0.7073 | -#> |.....................| 1.618 | 0.9663 | 0.7027 | 1.980 | -#> | X|<span style='font-weight: bold;'> 474.93249</span> | 91.32 | 0.004755 | 0.2885 | 0.1107 | -#> |.....................| 0.009881 | 0.6028 | 1.203 | 0.06220 | -#> |.....................| 0.8778 | 0.05824 | 0.7867 | 0.7073 | -#> |.....................| 1.618 | 0.9663 | 0.7027 | 1.980 | -#> | F| Forward Diff. | 4.492 | 1.243 | 0.1448 | -0.09052 | -#> |.....................| 0.3963 | 1.427 | -4.973 | 3.376 | -#> |.....................| -0.06414 | 0.02300 | -0.7344 | -2.787 | -#> |.....................| 3.083 | 1.834 | 0.9813 | -2.110 | -#> |<span style='font-weight: bold;'> 41</span>| 474.90355 | 1.001 | -1.149 | -0.9246 | -0.9383 | -#> |.....................| -1.005 | -0.9763 | 0.02806 | -0.7486 | -#> |.....................| -0.7596 | -0.8823 | -0.8002 | -1.089 | -#> |.....................| -0.5018 | -0.8611 | -1.061 | -0.2347 | -#> | U| 474.90355 | 91.13 | -5.349 | -0.9026 | -2.201 | -#> |.....................| -4.617 | 0.4168 | 1.205 | 0.06212 | -#> |.....................| 0.8777 | 0.05824 | 0.7870 | 0.7084 | -#> |.....................| 1.616 | 0.9659 | 0.7020 | 1.982 | -#> | X|<span style='font-weight: bold;'> 474.90355</span> | 91.13 | 0.004751 | 0.2885 | 0.1107 | -#> |.....................| 0.009878 | 0.6027 | 1.205 | 0.06212 | -#> |.....................| 0.8777 | 0.05824 | 0.7870 | 0.7084 | -#> |.....................| 1.616 | 0.9659 | 0.7020 | 1.982 | -#> | F| Forward Diff. | -12.15 | 1.229 | -0.1075 | -0.06320 | -#> |.....................| 0.4033 | 1.463 | -5.606 | 3.135 | -#> |.....................| -0.1416 | 0.07801 | -0.9461 | -2.867 | -#> |.....................| 3.063 | 1.817 | 1.008 | -2.075 | -#> |<span style='font-weight: bold;'> 42</span>| 474.85832 | 1.003 | -1.150 | -0.9245 | -0.9383 | -#> |.....................| -1.005 | -0.9775 | 0.03184 | -0.7513 | -#> |.....................| -0.7597 | -0.8823 | -0.7996 | -1.089 | -#> |.....................| -0.5032 | -0.8605 | -1.061 | -0.2334 | -#> | U| 474.85832 | 91.32 | -5.350 | -0.9026 | -2.201 | -#> |.....................| -4.618 | 0.4162 | 1.206 | 0.06204 | -#> |.....................| 0.8777 | 0.05824 | 0.7875 | 0.7089 | -#> |.....................| 1.614 | 0.9665 | 0.7015 | 1.983 | -#> | X|<span style='font-weight: bold;'> 474.85832</span> | 91.32 | 0.004746 | 0.2885 | 0.1107 | -#> |.....................| 0.009875 | 0.6026 | 1.206 | 0.06204 | -#> |.....................| 0.8777 | 0.05824 | 0.7875 | 0.7089 | -#> |.....................| 1.614 | 0.9665 | 0.7015 | 1.983 | -#> | F| Forward Diff. | 3.689 | 1.242 | 0.1265 | -0.09001 | -#> |.....................| 0.3949 | 1.405 | -5.495 | 3.344 | -#> |.....................| -0.1166 | 0.02645 | -0.9105 | -0.7126 | -#> |.....................| 2.952 | 1.861 | 0.8779 | -2.102 | -#> |<span style='font-weight: bold;'> 43</span>| 474.83791 | 1.001 | -1.151 | -0.9246 | -0.9382 | -#> |.....................| -1.006 | -0.9784 | 0.03545 | -0.7535 | -#> |.....................| -0.7596 | -0.8823 | -0.7990 | -1.088 | -#> |.....................| -0.5052 | -0.8617 | -1.062 | -0.2320 | -#> | U| 474.83791 | 91.10 | -5.351 | -0.9027 | -2.201 | -#> |.....................| -4.618 | 0.4158 | 1.208 | 0.06198 | -#> |.....................| 0.8777 | 0.05824 | 0.7879 | 0.7094 | -#> |.....................| 1.612 | 0.9653 | 0.7010 | 1.985 | -#> | X|<span style='font-weight: bold;'> 474.83791</span> | 91.10 | 0.004742 | 0.2885 | 0.1107 | -#> |.....................| 0.009872 | 0.6025 | 1.208 | 0.06198 | -#> |.....................| 0.8777 | 0.05824 | 0.7879 | 0.7094 | -#> |.....................| 1.612 | 0.9653 | 0.7010 | 1.985 | -#> | F| Forward Diff. | -15.77 | 1.225 | -0.1616 | -0.05944 | -#> |.....................| 0.4032 | 1.455 | -5.461 | 3.071 | -#> |.....................| -0.1419 | 0.08593 | -0.9091 | -0.8855 | -#> |.....................| 2.951 | 1.791 | 0.9091 | -2.062 | -#> |<span style='font-weight: bold;'> 44</span>| 474.78971 | 1.004 | -1.152 | -0.9246 | -0.9381 | -#> |.....................| -1.006 | -0.9794 | 0.03911 | -0.7559 | -#> |.....................| -0.7597 | -0.8824 | -0.7984 | -1.089 | -#> |.....................| -0.5068 | -0.8614 | -1.062 | -0.2307 | -#> | U| 474.78971 | 91.33 | -5.352 | -0.9026 | -2.200 | -#> |.....................| -4.618 | 0.4153 | 1.209 | 0.06191 | -#> |.....................| 0.8777 | 0.05824 | 0.7883 | 0.7086 | -#> |.....................| 1.610 | 0.9656 | 0.7006 | 1.986 | -#> | X|<span style='font-weight: bold;'> 474.78971</span> | 91.33 | 0.004738 | 0.2885 | 0.1107 | -#> |.....................| 0.009869 | 0.6024 | 1.209 | 0.06191 | -#> |.....................| 0.8777 | 0.05824 | 0.7883 | 0.7086 | -#> |.....................| 1.610 | 0.9656 | 0.7006 | 1.986 | -#> | F| Forward Diff. | 4.398 | 1.237 | 0.1402 | -0.09195 | -#> |.....................| 0.3940 | 1.388 | -4.885 | 3.322 | -#> |.....................| -0.1374 | 0.01792 | -0.6865 | -2.709 | -#> |.....................| 2.810 | 1.778 | 0.8100 | -2.095 | -#> |<span style='font-weight: bold;'> 45</span>| 474.76763 | 1.001 | -1.153 | -0.9247 | -0.9380 | -#> |.....................| -1.006 | -0.9804 | 0.04256 | -0.7584 | -#> |.....................| -0.7597 | -0.8824 | -0.7979 | -1.088 | -#> |.....................| -0.5086 | -0.8621 | -1.063 | -0.2293 | -#> | U| 474.76763 | 91.11 | -5.353 | -0.9027 | -2.200 | -#> |.....................| -4.619 | 0.4149 | 1.211 | 0.06184 | -#> |.....................| 0.8777 | 0.05824 | 0.7887 | 0.7097 | -#> |.....................| 1.608 | 0.9650 | 0.7001 | 1.988 | -#> | X|<span style='font-weight: bold;'> 474.76763</span> | 91.11 | 0.004734 | 0.2885 | 0.1108 | -#> |.....................| 0.009867 | 0.6023 | 1.211 | 0.06184 | -#> |.....................| 0.8777 | 0.05824 | 0.7887 | 0.7097 | -#> |.....................| 1.608 | 0.9650 | 0.7001 | 1.988 | -#> | F| Forward Diff. | -14.92 | 1.222 | -0.1466 | -0.06186 | -#> |.....................| 0.4014 | 1.433 | -4.989 | 3.157 | -#> |.....................| -0.1326 | 0.08284 | -0.6789 | -2.803 | -#> |.....................| 2.814 | 1.775 | 0.8327 | -2.053 | -#> |<span style='font-weight: bold;'> 46</span>| 474.71973 | 1.004 | -1.154 | -0.9246 | -0.9379 | -#> |.....................| -1.006 | -0.9816 | 0.04617 | -0.7611 | -#> |.....................| -0.7597 | -0.8824 | -0.7975 | -1.087 | -#> |.....................| -0.5100 | -0.8614 | -1.064 | -0.2281 | -#> | U| 474.71973 | 91.32 | -5.354 | -0.9026 | -2.200 | -#> |.....................| -4.619 | 0.4143 | 1.212 | 0.06176 | -#> |.....................| 0.8777 | 0.05824 | 0.7890 | 0.7100 | -#> |.....................| 1.606 | 0.9656 | 0.6996 | 1.990 | -#> | X|<span style='font-weight: bold;'> 474.71973</span> | 91.32 | 0.004729 | 0.2885 | 0.1108 | -#> |.....................| 0.009863 | 0.6021 | 1.212 | 0.06176 | -#> |.....................| 0.8777 | 0.05824 | 0.7890 | 0.7100 | -#> |.....................| 1.606 | 0.9656 | 0.6996 | 1.990 | -#> | F| Forward Diff. | 4.021 | 1.236 | 0.1299 | -0.09158 | -#> |.....................| 0.3929 | 1.368 | -4.925 | 3.331 | -#> |.....................| -0.07142 | 0.08893 | -0.6522 | -2.634 | -#> |.....................| 2.639 | 1.780 | 0.7273 | -2.085 | -#> |<span style='font-weight: bold;'> 47</span>| 474.70040 | 1.001 | -1.155 | -0.9247 | -0.9379 | -#> |.....................| -1.007 | -0.9826 | 0.04954 | -0.7634 | -#> |.....................| -0.7597 | -0.8825 | -0.7971 | -1.086 | -#> |.....................| -0.5117 | -0.8624 | -1.064 | -0.2267 | -#> | U| 474.7004 | 91.10 | -5.355 | -0.9027 | -2.200 | -#> |.....................| -4.619 | 0.4139 | 1.214 | 0.06169 | -#> |.....................| 0.8777 | 0.05824 | 0.7893 | 0.7114 | -#> |.....................| 1.604 | 0.9647 | 0.6992 | 1.991 | -#> | X|<span style='font-weight: bold;'> 474.7004</span> | 91.10 | 0.004724 | 0.2885 | 0.1108 | -#> |.....................| 0.009861 | 0.6020 | 1.214 | 0.06169 | -#> |.....................| 0.8777 | 0.05824 | 0.7893 | 0.7114 | -#> |.....................| 1.604 | 0.9647 | 0.6992 | 1.991 | -#> | F| Forward Diff. | -15.76 | 1.220 | -0.1617 | -0.06091 | -#> |.....................| 0.4007 | 1.415 | -5.116 | 3.166 | -#> |.....................| -0.1298 | 0.07714 | -0.6701 | -2.700 | -#> |.....................| 2.670 | 1.748 | 0.7590 | -2.043 | -#> |<span style='font-weight: bold;'> 48</span>| 474.65116 | 1.003 | -1.156 | -0.9246 | -0.9378 | -#> |.....................| -1.007 | -0.9837 | 0.05321 | -0.7662 | -#> |.....................| -0.7598 | -0.8825 | -0.7967 | -1.086 | -#> |.....................| -0.5130 | -0.8617 | -1.065 | -0.2255 | -#> | U| 474.65116 | 91.32 | -5.356 | -0.9026 | -2.200 | -#> |.....................| -4.620 | 0.4134 | 1.215 | 0.06161 | -#> |.....................| 0.8777 | 0.05824 | 0.7896 | 0.7116 | -#> |.....................| 1.603 | 0.9653 | 0.6987 | 1.993 | -#> | X|<span style='font-weight: bold;'> 474.65116</span> | 91.32 | 0.004720 | 0.2885 | 0.1108 | -#> |.....................| 0.009857 | 0.6019 | 1.215 | 0.06161 | -#> |.....................| 0.8777 | 0.05824 | 0.7896 | 0.7116 | -#> |.....................| 1.603 | 0.9653 | 0.6987 | 1.993 | -#> | F| Forward Diff. | 3.462 | 1.239 | 0.1107 | -0.09136 | -#> |.....................| 0.3915 | 1.348 | -5.441 | 3.268 | -#> |.....................| -0.1113 | 0.02510 | -0.6252 | -2.485 | -#> |.....................| 2.647 | 1.796 | 0.6587 | -2.076 | -#> |<span style='font-weight: bold;'> 49</span>| 474.63065 | 1.001 | -1.157 | -0.9247 | -0.9377 | -#> |.....................| -1.007 | -0.9846 | 0.05678 | -0.7683 | -#> |.....................| -0.7597 | -0.8825 | -0.7963 | -1.084 | -#> |.....................| -0.5148 | -0.8629 | -1.065 | -0.2241 | -#> | U| 474.63065 | 91.11 | -5.357 | -0.9027 | -2.200 | -#> |.....................| -4.620 | 0.4129 | 1.217 | 0.06155 | -#> |.....................| 0.8777 | 0.05824 | 0.7899 | 0.7131 | -#> |.....................| 1.600 | 0.9642 | 0.6984 | 1.994 | -#> | X|<span style='font-weight: bold;'> 474.63065</span> | 91.11 | 0.004716 | 0.2885 | 0.1108 | -#> |.....................| 0.009855 | 0.6018 | 1.217 | 0.06155 | -#> |.....................| 0.8777 | 0.05824 | 0.7899 | 0.7131 | -#> |.....................| 1.600 | 0.9642 | 0.6984 | 1.994 | -#> | F| Forward Diff. | -14.93 | 1.220 | -0.1531 | -0.06288 | -#> |.....................| 0.3983 | 1.394 | -5.436 | 3.113 | -#> |.....................| -0.1458 | 0.07621 | -0.8397 | -0.6848 | -#> |.....................| 2.501 | 1.690 | 0.6891 | -2.034 | -#> |<span style='font-weight: bold;'> 50</span>| 474.58497 | 1.004 | -1.158 | -0.9246 | -0.9376 | -#> |.....................| -1.008 | -0.9857 | 0.06060 | -0.7708 | -#> |.....................| -0.7598 | -0.8826 | -0.7958 | -1.084 | -#> |.....................| -0.5162 | -0.8624 | -1.065 | -0.2230 | -#> | U| 474.58497 | 91.34 | -5.358 | -0.9027 | -2.200 | -#> |.....................| -4.620 | 0.4125 | 1.218 | 0.06148 | -#> |.....................| 0.8777 | 0.05824 | 0.7902 | 0.7126 | -#> |.....................| 1.599 | 0.9647 | 0.6980 | 1.996 | -#> | X|<span style='font-weight: bold;'> 474.58497</span> | 91.34 | 0.004711 | 0.2885 | 0.1108 | -#> |.....................| 0.009852 | 0.6017 | 1.218 | 0.06148 | -#> |.....................| 0.8777 | 0.05824 | 0.7902 | 0.7126 | -#> |.....................| 1.599 | 0.9647 | 0.6980 | 1.996 | -#> | F| Forward Diff. | 5.248 | 1.234 | 0.1371 | -0.09456 | -#> |.....................| 0.3896 | 1.328 | -5.011 | 3.180 | -#> |.....................| -0.1110 | 0.004022 | -0.8103 | -0.4964 | -#> |.....................| 2.349 | 1.713 | 0.5705 | -2.061 | -#> |<span style='font-weight: bold;'> 51</span>| 474.55760 | 1.002 | -1.159 | -0.9247 | -0.9376 | -#> |.....................| -1.008 | -0.9867 | 0.06444 | -0.7734 | -#> |.....................| -0.7598 | -0.8826 | -0.7952 | -1.085 | -#> |.....................| -0.5178 | -0.8626 | -1.066 | -0.2215 | -#> | U| 474.5576 | 91.15 | -5.359 | -0.9027 | -2.200 | -#> |.....................| -4.620 | 0.4120 | 1.220 | 0.06140 | -#> |.....................| 0.8777 | 0.05824 | 0.7907 | 0.7122 | -#> |.....................| 1.597 | 0.9645 | 0.6977 | 1.998 | -#> | X|<span style='font-weight: bold;'> 474.5576</span> | 91.15 | 0.004706 | 0.2885 | 0.1108 | -#> |.....................| 0.009849 | 0.6016 | 1.220 | 0.06140 | -#> |.....................| 0.8777 | 0.05824 | 0.7907 | 0.7122 | -#> |.....................| 1.597 | 0.9645 | 0.6977 | 1.998 | -#> | F| Forward Diff. | -11.86 | 1.219 | -0.1003 | -0.07615 | -#> |.....................| 0.3954 | 1.369 | -4.929 | 3.171 | -#> |.....................| -0.1229 | 0.06540 | -0.8183 | -0.7141 | -#> |.....................| 2.360 | 1.696 | 0.6359 | -2.032 | -#> |<span style='font-weight: bold;'> 52</span>| 474.51619 | 1.004 | -1.160 | -0.9246 | -0.9375 | -#> |.....................| -1.008 | -0.9878 | 0.06816 | -0.7761 | -#> |.....................| -0.7599 | -0.8826 | -0.7946 | -1.086 | -#> |.....................| -0.5193 | -0.8622 | -1.066 | -0.2202 | -#> | U| 474.51619 | 91.33 | -5.360 | -0.9027 | -2.200 | -#> |.....................| -4.621 | 0.4115 | 1.221 | 0.06132 | -#> |.....................| 0.8776 | 0.05823 | 0.7911 | 0.7113 | -#> |.....................| 1.595 | 0.9648 | 0.6972 | 1.999 | -#> | X|<span style='font-weight: bold;'> 474.51619</span> | 91.33 | 0.004702 | 0.2885 | 0.1108 | -#> |.....................| 0.009846 | 0.6014 | 1.221 | 0.06132 | -#> |.....................| 0.8776 | 0.05823 | 0.7911 | 0.7113 | -#> |.....................| 1.595 | 0.9648 | 0.6972 | 1.999 | -#> | F| Forward Diff. | 4.413 | 1.225 | 0.1371 | -0.09620 | -#> |.....................| 0.3880 | 1.314 | -5.554 | 3.197 | -#> |.....................| -0.07604 | 0.008867 | -0.7931 | -0.6282 | -#> |.....................| 2.148 | 1.715 | 0.5273 | -2.052 | -#> |<span style='font-weight: bold;'> 53</span>| 474.48673 | 1.002 | -1.161 | -0.9247 | -0.9374 | -#> |.....................| -1.009 | -0.9889 | 0.07224 | -0.7786 | -#> |.....................| -0.7599 | -0.8826 | -0.7941 | -1.086 | -#> |.....................| -0.5208 | -0.8625 | -1.067 | -0.2188 | -#> | U| 474.48673 | 91.17 | -5.361 | -0.9027 | -2.200 | -#> |.....................| -4.621 | 0.4110 | 1.223 | 0.06125 | -#> |.....................| 0.8776 | 0.05823 | 0.7915 | 0.7110 | -#> |.....................| 1.593 | 0.9645 | 0.6969 | 2.001 | -#> | X|<span style='font-weight: bold;'> 474.48673</span> | 91.17 | 0.004697 | 0.2885 | 0.1108 | -#> |.....................| 0.009843 | 0.6013 | 1.223 | 0.06125 | -#> |.....................| 0.8776 | 0.05823 | 0.7915 | 0.7110 | -#> |.....................| 1.593 | 0.9645 | 0.6969 | 2.001 | -#> | F| Forward Diff. | -10.51 | 1.211 | -0.06554 | -0.07429 | -#> |.....................| 0.3932 | 1.350 | -4.456 | 3.182 | -#> |.....................| -0.08901 | 0.05354 | -0.5957 | -2.739 | -#> |.....................| 2.160 | 1.696 | 0.5687 | -2.022 | -#> |<span style='font-weight: bold;'> 54</span>| 474.45218 | 1.004 | -1.162 | -0.9246 | -0.9373 | -#> |.....................| -1.009 | -0.9900 | 0.07590 | -0.7814 | -#> |.....................| -0.7601 | -0.8826 | -0.7937 | -1.086 | -#> |.....................| -0.5220 | -0.8620 | -1.067 | -0.2177 | -#> | U| 474.45218 | 91.40 | -5.362 | -0.9027 | -2.200 | -#> |.....................| -4.621 | 0.4105 | 1.224 | 0.06117 | -#> |.....................| 0.8776 | 0.05823 | 0.7918 | 0.7111 | -#> |.....................| 1.592 | 0.9650 | 0.6965 | 2.002 | -#> | X|<span style='font-weight: bold;'> 474.45218</span> | 91.40 | 0.004692 | 0.2885 | 0.1108 | -#> |.....................| 0.009840 | 0.6012 | 1.224 | 0.06117 | -#> |.....................| 0.8776 | 0.05823 | 0.7918 | 0.7111 | -#> |.....................| 1.592 | 0.9650 | 0.6965 | 2.002 | -#> | F| Forward Diff. | 9.724 | 1.224 | 0.2009 | -0.1069 | -#> |.....................| 0.3834 | 1.279 | -5.556 | 3.324 | -#> |.....................| -0.1101 | -0.01912 | -0.5638 | -2.553 | -#> |.....................| 2.043 | 1.731 | 0.4140 | -2.044 | -#> |<span style='font-weight: bold;'> 55</span>| 474.41257 | 1.003 | -1.163 | -0.9246 | -0.9371 | -#> |.....................| -1.009 | -0.9913 | 0.07979 | -0.7844 | -#> |.....................| -0.7601 | -0.8825 | -0.7935 | -1.085 | -#> |.....................| -0.5231 | -0.8612 | -1.068 | -0.2167 | -#> | U| 474.41257 | 91.25 | -5.363 | -0.9026 | -2.199 | -#> |.....................| -4.622 | 0.4099 | 1.226 | 0.06108 | -#> |.....................| 0.8775 | 0.05824 | 0.7919 | 0.7118 | -#> |.....................| 1.591 | 0.9658 | 0.6961 | 2.004 | -#> | X|<span style='font-weight: bold;'> 474.41257</span> | 91.25 | 0.004687 | 0.2885 | 0.1109 | -#> |.....................| 0.009836 | 0.6011 | 1.226 | 0.06108 | -#> |.....................| 0.8775 | 0.05824 | 0.7919 | 0.7118 | -#> |.....................| 1.591 | 0.9658 | 0.6961 | 2.004 | -#> | F| Forward Diff. | -3.208 | 1.213 | 0.03978 | -0.08693 | -#> |.....................| 0.3876 | 1.303 | -5.023 | 3.218 | -#> |.....................| -0.1347 | 0.02311 | -0.7771 | -0.6556 | -#> |.....................| 2.056 | 1.822 | 0.4520 | -2.025 | -#> |<span style='font-weight: bold;'> 56</span>| 474.39271 | 1.005 | -1.164 | -0.9246 | -0.9371 | -#> |.....................| -1.010 | -0.9922 | 0.08348 | -0.7867 | -#> |.....................| -0.7600 | -0.8825 | -0.7930 | -1.085 | -#> |.....................| -0.5246 | -0.8625 | -1.068 | -0.2152 | -#> | U| 474.39271 | 91.47 | -5.364 | -0.9027 | -2.199 | -#> |.....................| -4.622 | 0.4094 | 1.228 | 0.06101 | -#> |.....................| 0.8776 | 0.05824 | 0.7923 | 0.7123 | -#> |.....................| 1.589 | 0.9645 | 0.6958 | 2.005 | -#> | X|<span style='font-weight: bold;'> 474.39271</span> | 91.47 | 0.004683 | 0.2885 | 0.1109 | -#> |.....................| 0.009833 | 0.6010 | 1.228 | 0.06101 | -#> |.....................| 0.8776 | 0.05824 | 0.7923 | 0.7123 | -#> |.....................| 1.589 | 0.9645 | 0.6958 | 2.005 | -#> | F| Forward Diff. | 15.86 | 1.227 | 0.2807 | -0.1163 | -#> |.....................| 0.3793 | 1.243 | -5.494 | 3.329 | -#> |.....................| -0.09368 | 0.01293 | -0.5149 | -2.407 | -#> |.....................| 1.979 | 1.686 | 0.3308 | -2.044 | -#> |<span style='font-weight: bold;'> 57</span>| 474.34538 | 1.003 | -1.165 | -0.9247 | -0.9369 | -#> |.....................| -1.010 | -0.9934 | 0.08718 | -0.7897 | -#> |.....................| -0.7601 | -0.8825 | -0.7926 | -1.086 | -#> |.....................| -0.5258 | -0.8620 | -1.068 | -0.2141 | -#> | U| 474.34538 | 91.27 | -5.365 | -0.9027 | -2.199 | -#> |.....................| -4.622 | 0.4089 | 1.229 | 0.06093 | -#> |.....................| 0.8775 | 0.05824 | 0.7926 | 0.7117 | -#> |.....................| 1.587 | 0.9650 | 0.6954 | 2.007 | -#> | X|<span style='font-weight: bold;'> 474.34538</span> | 91.27 | 0.004677 | 0.2885 | 0.1109 | -#> |.....................| 0.009830 | 0.6008 | 1.229 | 0.06093 | -#> |.....................| 0.8775 | 0.05824 | 0.7926 | 0.7117 | -#> |.....................| 1.587 | 0.9650 | 0.6954 | 2.007 | -#> | F| Forward Diff. | -2.345 | 1.210 | 0.04189 | -0.08986 | -#> |.....................| 0.3855 | 1.284 | -5.145 | 3.218 | -#> |.....................| -0.1284 | 0.01309 | -0.7466 | -0.6536 | -#> |.....................| 1.964 | 1.743 | 0.3816 | -2.008 | -#> |<span style='font-weight: bold;'> 58</span>| 474.31834 | 1.005 | -1.166 | -0.9247 | -0.9369 | -#> |.....................| -1.010 | -0.9944 | 0.09109 | -0.7921 | -#> |.....................| -0.7600 | -0.8825 | -0.7920 | -1.085 | -#> |.....................| -0.5273 | -0.8633 | -1.069 | -0.2126 | -#> | U| 474.31834 | 91.43 | -5.366 | -0.9027 | -2.199 | -#> |.....................| -4.623 | 0.4085 | 1.231 | 0.06086 | -#> |.....................| 0.8776 | 0.05824 | 0.7930 | 0.7121 | -#> |.....................| 1.586 | 0.9638 | 0.6952 | 2.008 | -#> | X|<span style='font-weight: bold;'> 474.31834</span> | 91.43 | 0.004673 | 0.2885 | 0.1109 | -#> |.....................| 0.009827 | 0.6007 | 1.231 | 0.06086 | -#> |.....................| 0.8776 | 0.05824 | 0.7930 | 0.7121 | -#> |.....................| 1.586 | 0.9638 | 0.6952 | 2.008 | -#> | F| Forward Diff. | 12.13 | 1.219 | 0.2312 | -0.1125 | -#> |.....................| 0.3787 | 1.238 | -5.317 | 3.196 | -#> |.....................| -0.08361 | -0.02599 | -0.7000 | -0.4940 | -#> |.....................| 1.837 | 1.637 | 0.3211 | -2.028 | -#> |<span style='font-weight: bold;'> 59</span>| 474.27833 | 1.003 | -1.167 | -0.9247 | -0.9368 | -#> |.....................| -1.010 | -0.9955 | 0.09487 | -0.7949 | -#> |.....................| -0.7601 | -0.8825 | -0.7915 | -1.086 | -#> |.....................| -0.5286 | -0.8630 | -1.069 | -0.2114 | -#> | U| 474.27833 | 91.25 | -5.367 | -0.9028 | -2.199 | -#> |.....................| -4.623 | 0.4080 | 1.232 | 0.06078 | -#> |.....................| 0.8775 | 0.05824 | 0.7934 | 0.7111 | -#> |.....................| 1.584 | 0.9640 | 0.6948 | 2.010 | -#> | X|<span style='font-weight: bold;'> 474.27833</span> | 91.25 | 0.004668 | 0.2885 | 0.1109 | -#> |.....................| 0.009824 | 0.6006 | 1.232 | 0.06078 | -#> |.....................| 0.8775 | 0.05824 | 0.7934 | 0.7111 | -#> |.....................| 1.584 | 0.9640 | 0.6948 | 2.010 | -#> | F| Forward Diff. | -4.145 | 1.202 | 0.02355 | -0.08919 | -#> |.....................| 0.3842 | 1.275 | -5.102 | 3.189 | -#> |.....................| -0.1071 | 0.01700 | -0.7283 | -0.7209 | -#> |.....................| 1.776 | 1.686 | 0.3249 | -1.982 | -#> |<span style='font-weight: bold;'> 60</span>| 474.25305 | 1.005 | -1.168 | -0.9247 | -0.9367 | -#> |.....................| -1.011 | -0.9965 | 0.09878 | -0.7975 | -#> |.....................| -0.7601 | -0.8825 | -0.7909 | -1.086 | -#> |.....................| -0.5300 | -0.8636 | -1.069 | -0.2100 | -#> | U| 474.25305 | 91.44 | -5.368 | -0.9028 | -2.199 | -#> |.....................| -4.623 | 0.4075 | 1.234 | 0.06070 | -#> |.....................| 0.8775 | 0.05824 | 0.7938 | 0.7109 | -#> |.....................| 1.583 | 0.9635 | 0.6946 | 2.012 | -#> | X|<span style='font-weight: bold;'> 474.25305</span> | 91.44 | 0.004663 | 0.2885 | 0.1109 | -#> |.....................| 0.009821 | 0.6005 | 1.234 | 0.06070 | -#> |.....................| 0.8775 | 0.05824 | 0.7938 | 0.7109 | -#> |.....................| 1.583 | 0.9635 | 0.6946 | 2.012 | -#> | F| Forward Diff. | 13.11 | 1.213 | 0.2527 | -0.1161 | -#> |.....................| 0.3767 | 1.219 | -5.003 | 3.213 | -#> |.....................| -0.09270 | -0.04298 | -0.4814 | -2.533 | -#> |.....................| 1.730 | 1.613 | 0.2495 | -2.014 | -#> |<span style='font-weight: bold;'> 61</span>| 474.21254 | 1.003 | -1.169 | -0.9248 | -0.9365 | -#> |.....................| -1.011 | -0.9977 | 0.1025 | -0.8005 | -#> |.....................| -0.7602 | -0.8824 | -0.7906 | -1.087 | -#> |.....................| -0.5311 | -0.8630 | -1.070 | -0.2089 | -#> | U| 474.21254 | 91.24 | -5.369 | -0.9028 | -2.199 | -#> |.....................| -4.624 | 0.4069 | 1.236 | 0.06062 | -#> |.....................| 0.8775 | 0.05824 | 0.7941 | 0.7105 | -#> |.....................| 1.581 | 0.9641 | 0.6942 | 2.013 | -#> | X|<span style='font-weight: bold;'> 474.21254</span> | 91.24 | 0.004658 | 0.2885 | 0.1109 | -#> |.....................| 0.009817 | 0.6003 | 1.236 | 0.06062 | -#> |.....................| 0.8775 | 0.05824 | 0.7941 | 0.7105 | -#> |.....................| 1.581 | 0.9641 | 0.6942 | 2.013 | -#> | F| Forward Diff. | -5.267 | 1.195 | 0.01760 | -0.08987 | -#> |.....................| 0.3825 | 1.260 | -5.272 | 3.141 | -#> |.....................| -0.1336 | 0.009843 | -0.5186 | -2.706 | -#> |.....................| 1.727 | 1.652 | 0.2904 | -1.976 | -#> |<span style='font-weight: bold;'> 62</span>| 474.18171 | 1.004 | -1.170 | -0.9247 | -0.9364 | -#> |.....................| -1.011 | -0.9989 | 0.1065 | -0.8033 | -#> |.....................| -0.7602 | -0.8823 | -0.7904 | -1.086 | -#> |.....................| -0.5322 | -0.8627 | -1.070 | -0.2078 | -#> | U| 474.18171 | 91.41 | -5.370 | -0.9028 | -2.199 | -#> |.....................| -4.624 | 0.4064 | 1.237 | 0.06054 | -#> |.....................| 0.8775 | 0.05824 | 0.7942 | 0.7112 | -#> |.....................| 1.580 | 0.9644 | 0.6939 | 2.014 | -#> | X|<span style='font-weight: bold;'> 474.18171</span> | 91.41 | 0.004653 | 0.2885 | 0.1109 | -#> |.....................| 0.009814 | 0.6002 | 1.237 | 0.06054 | -#> |.....................| 0.8775 | 0.05824 | 0.7942 | 0.7112 | -#> |.....................| 1.580 | 0.9644 | 0.6939 | 2.014 | -#> | F| Forward Diff. | 9.716 | 1.206 | 0.2113 | -0.1128 | -#> |.....................| 0.3755 | 1.207 | -5.399 | 3.226 | -#> |.....................| -0.09670 | -0.03459 | -0.6713 | -0.5638 | -#> |.....................| 1.619 | 1.687 | 0.2005 | -1.998 | -#> |<span style='font-weight: bold;'> 63</span>| 474.14509 | 1.003 | -1.171 | -0.9248 | -0.9363 | -#> |.....................| -1.012 | -1.000 | 0.1105 | -0.8061 | -#> |.....................| -0.7602 | -0.8822 | -0.7900 | -1.087 | -#> |.....................| -0.5333 | -0.8621 | -1.071 | -0.2068 | -#> | U| 474.14509 | 91.25 | -5.371 | -0.9028 | -2.199 | -#> |.....................| -4.624 | 0.4059 | 1.239 | 0.06045 | -#> |.....................| 0.8775 | 0.05825 | 0.7945 | 0.7106 | -#> |.....................| 1.579 | 0.9649 | 0.6936 | 2.015 | -#> | X|<span style='font-weight: bold;'> 474.14509</span> | 91.25 | 0.004648 | 0.2885 | 0.1110 | -#> |.....................| 0.009811 | 0.6001 | 1.239 | 0.06045 | -#> |.....................| 0.8775 | 0.05825 | 0.7945 | 0.7106 | -#> |.....................| 1.579 | 0.9649 | 0.6936 | 2.015 | -#> | F| Forward Diff. | -5.280 | 1.192 | 0.02321 | -0.09129 | -#> |.....................| 0.3799 | 1.239 | -5.339 | 3.156 | -#> |.....................| -0.1074 | 0.06181 | -0.4875 | -2.680 | -#> |.....................| 1.648 | 1.743 | 0.2195 | -1.955 | -#> |<span style='font-weight: bold;'> 64</span>| 474.11542 | 1.005 | -1.172 | -0.9248 | -0.9361 | -#> |.....................| -1.012 | -1.001 | 0.1146 | -0.8089 | -#> |.....................| -0.7603 | -0.8821 | -0.7897 | -1.086 | -#> |.....................| -0.5344 | -0.8621 | -1.071 | -0.2057 | -#> | U| 474.11542 | 91.42 | -5.372 | -0.9028 | -2.199 | -#> |.....................| -4.625 | 0.4054 | 1.241 | 0.06037 | -#> |.....................| 0.8774 | 0.05825 | 0.7947 | 0.7110 | -#> |.....................| 1.577 | 0.9649 | 0.6934 | 2.017 | -#> | X|<span style='font-weight: bold;'> 474.11542</span> | 91.42 | 0.004643 | 0.2885 | 0.1110 | -#> |.....................| 0.009807 | 0.6000 | 1.241 | 0.06037 | -#> |.....................| 0.8774 | 0.05825 | 0.7947 | 0.7110 | -#> |.....................| 1.577 | 0.9649 | 0.6934 | 2.017 | -#> | F| Forward Diff. | 10.52 | 1.202 | 0.2258 | -0.1162 | -#> |.....................| 0.3725 | 1.186 | -5.381 | 3.222 | -#> |.....................| -0.1104 | -0.04157 | -0.6550 | -0.5841 | -#> |.....................| 1.505 | 1.701 | 0.1753 | -1.993 | -#> |<span style='font-weight: bold;'> 65</span>| 474.07794 | 1.003 | -1.173 | -0.9248 | -0.9360 | -#> |.....................| -1.012 | -1.002 | 0.1187 | -0.8117 | -#> |.....................| -0.7604 | -0.8821 | -0.7895 | -1.087 | -#> |.....................| -0.5355 | -0.8615 | -1.071 | -0.2048 | -#> | U| 474.07794 | 91.25 | -5.373 | -0.9028 | -2.198 | -#> |.....................| -4.625 | 0.4048 | 1.242 | 0.06029 | -#> |.....................| 0.8774 | 0.05825 | 0.7949 | 0.7104 | -#> |.....................| 1.576 | 0.9655 | 0.6932 | 2.018 | -#> | X|<span style='font-weight: bold;'> 474.07794</span> | 91.25 | 0.004638 | 0.2885 | 0.1110 | -#> |.....................| 0.009804 | 0.5999 | 1.242 | 0.06029 | -#> |.....................| 0.8774 | 0.05825 | 0.7949 | 0.7104 | -#> |.....................| 1.576 | 0.9655 | 0.6932 | 2.018 | -#> | F| Forward Diff. | -4.801 | 1.188 | 0.03689 | -0.09236 | -#> |.....................| 0.3785 | 1.221 | -5.368 | 3.104 | -#> |.....................| -0.1066 | 0.003449 | -0.6711 | -0.7398 | -#> |.....................| 1.563 | 1.803 | 0.1884 | -1.939 | -#> |<span style='font-weight: bold;'> 66</span>| 474.04951 | 1.005 | -1.175 | -0.9248 | -0.9359 | -#> |.....................| -1.013 | -1.003 | 0.1228 | -0.8144 | -#> |.....................| -0.7604 | -0.8820 | -0.7890 | -1.087 | -#> |.....................| -0.5367 | -0.8618 | -1.071 | -0.2036 | -#> | U| 474.04951 | 91.43 | -5.375 | -0.9028 | -2.198 | -#> |.....................| -4.625 | 0.4044 | 1.244 | 0.06021 | -#> |.....................| 0.8774 | 0.05825 | 0.7952 | 0.7100 | -#> |.....................| 1.575 | 0.9652 | 0.6930 | 2.019 | -#> | X|<span style='font-weight: bold;'> 474.04951</span> | 91.43 | 0.004633 | 0.2885 | 0.1110 | -#> |.....................| 0.009801 | 0.5997 | 1.244 | 0.06021 | -#> |.....................| 0.8774 | 0.05825 | 0.7952 | 0.7100 | -#> |.....................| 1.575 | 0.9652 | 0.6930 | 2.019 | -#> | F| Forward Diff. | 10.86 | 1.196 | 0.2377 | -0.1190 | -#> |.....................| 0.3700 | 1.169 | -5.399 | 3.259 | -#> |.....................| -0.09645 | -0.03914 | -0.4400 | -2.610 | -#> |.....................| 1.421 | 1.705 | 0.1351 | -1.978 | -#> |<span style='font-weight: bold;'> 67</span>| 474.01246 | 1.003 | -1.176 | -0.9249 | -0.9357 | -#> |.....................| -1.013 | -1.004 | 0.1268 | -0.8173 | -#> |.....................| -0.7606 | -0.8819 | -0.7888 | -1.088 | -#> |.....................| -0.5377 | -0.8613 | -1.072 | -0.2028 | -#> | U| 474.01246 | 91.25 | -5.376 | -0.9029 | -2.198 | -#> |.....................| -4.626 | 0.4039 | 1.246 | 0.06013 | -#> |.....................| 0.8773 | 0.05825 | 0.7954 | 0.7098 | -#> |.....................| 1.573 | 0.9657 | 0.6927 | 2.020 | -#> | X|<span style='font-weight: bold;'> 474.01246</span> | 91.25 | 0.004628 | 0.2885 | 0.1110 | -#> |.....................| 0.009798 | 0.5996 | 1.246 | 0.06013 | -#> |.....................| 0.8773 | 0.05825 | 0.7954 | 0.7098 | -#> |.....................| 1.573 | 0.9657 | 0.6927 | 2.020 | -#> | F| Forward Diff. | -5.724 | 1.179 | 0.03043 | -0.09493 | -#> |.....................| 0.3750 | 1.206 | -5.283 | 3.092 | -#> |.....................| -0.09863 | -0.01543 | -0.6573 | -0.7980 | -#> |.....................| 1.377 | 1.778 | 0.1578 | -1.944 | -#> |<span style='font-weight: bold;'> 68</span>| 473.98155 | 1.005 | -1.177 | -0.9249 | -0.9356 | -#> |.....................| -1.013 | -1.005 | 0.1310 | -0.8202 | -#> |.....................| -0.7607 | -0.8818 | -0.7885 | -1.088 | -#> |.....................| -0.5387 | -0.8611 | -1.072 | -0.2018 | -#> | U| 473.98155 | 91.42 | -5.377 | -0.9029 | -2.198 | -#> |.....................| -4.626 | 0.4034 | 1.247 | 0.06004 | -#> |.....................| 0.8773 | 0.05826 | 0.7956 | 0.7095 | -#> |.....................| 1.572 | 0.9659 | 0.6925 | 2.022 | -#> | X|<span style='font-weight: bold;'> 473.98155</span> | 91.42 | 0.004623 | 0.2885 | 0.1110 | -#> |.....................| 0.009794 | 0.5995 | 1.247 | 0.06004 | -#> |.....................| 0.8773 | 0.05826 | 0.7956 | 0.7095 | -#> |.....................| 1.572 | 0.9659 | 0.6925 | 2.022 | -#> | F| Forward Diff. | 9.125 | 1.189 | 0.2215 | -0.1183 | -#> |.....................| 0.3680 | 1.157 | -5.346 | 3.214 | -#> |.....................| -0.06695 | -0.05805 | -0.6245 | -0.6678 | -#> |.....................| 1.365 | 1.770 | 0.07348 | -1.960 | -#> |<span style='font-weight: bold;'> 69</span>| 473.94647 | 1.003 | -1.178 | -0.9250 | -0.9354 | -#> |.....................| -1.014 | -1.007 | 0.1350 | -0.8231 | -#> |.....................| -0.7608 | -0.8817 | -0.7881 | -1.089 | -#> |.....................| -0.5397 | -0.8608 | -1.072 | -0.2009 | -#> | U| 473.94647 | 91.26 | -5.378 | -0.9030 | -2.198 | -#> |.....................| -4.626 | 0.4029 | 1.249 | 0.05996 | -#> |.....................| 0.8772 | 0.05826 | 0.7959 | 0.7086 | -#> |.....................| 1.571 | 0.9661 | 0.6923 | 2.023 | -#> | X|<span style='font-weight: bold;'> 473.94647</span> | 91.26 | 0.004618 | 0.2884 | 0.1110 | -#> |.....................| 0.009791 | 0.5994 | 1.249 | 0.05996 | -#> |.....................| 0.8772 | 0.05826 | 0.7959 | 0.7086 | -#> |.....................| 1.571 | 0.9661 | 0.6923 | 2.023 | -#> | F| Forward Diff. | -5.271 | 1.174 | 0.04603 | -0.09766 | -#> |.....................| 0.3725 | 1.188 | -5.320 | 3.084 | -#> |.....................| -0.09768 | -0.01918 | -0.6378 | -0.8469 | -#> |.....................| 1.360 | 1.825 | 0.08453 | -1.920 | -#> |<span style='font-weight: bold;'> 70</span>| 473.91708 | 1.005 | -1.179 | -0.9250 | -0.9353 | -#> |.....................| -1.014 | -1.008 | 0.1391 | -0.8259 | -#> |.....................| -0.7609 | -0.8816 | -0.7877 | -1.089 | -#> |.....................| -0.5408 | -0.8610 | -1.072 | -0.1999 | -#> | U| 473.91708 | 91.43 | -5.379 | -0.9030 | -2.198 | -#> |.....................| -4.627 | 0.4024 | 1.251 | 0.05988 | -#> |.....................| 0.8772 | 0.05826 | 0.7962 | 0.7081 | -#> |.....................| 1.570 | 0.9660 | 0.6921 | 2.024 | -#> | X|<span style='font-weight: bold;'> 473.91708</span> | 91.43 | 0.004613 | 0.2884 | 0.1111 | -#> |.....................| 0.009788 | 0.5993 | 1.251 | 0.05988 | -#> |.....................| 0.8772 | 0.05826 | 0.7962 | 0.7081 | -#> |.....................| 1.570 | 0.9660 | 0.6921 | 2.024 | -#> | F| Forward Diff. | 9.919 | 1.183 | 0.2388 | -0.1221 | -#> |.....................| 0.3649 | 1.138 | -5.295 | 3.201 | -#> |.....................| -0.05759 | -0.06746 | -0.6018 | -0.7458 | -#> |.....................| 1.218 | 1.797 | 0.02666 | -1.950 | -#> |<span style='font-weight: bold;'> 71</span>| 473.88166 | 1.003 | -1.180 | -0.9251 | -0.9351 | -#> |.....................| -1.014 | -1.009 | 0.1432 | -0.8289 | -#> |.....................| -0.7611 | -0.8814 | -0.7874 | -1.090 | -#> |.....................| -0.5418 | -0.8607 | -1.072 | -0.1991 | -#> | U| 473.88166 | 91.26 | -5.380 | -0.9031 | -2.198 | -#> |.....................| -4.627 | 0.4019 | 1.252 | 0.05979 | -#> |.....................| 0.8771 | 0.05827 | 0.7964 | 0.7073 | -#> |.....................| 1.568 | 0.9662 | 0.6919 | 2.025 | -#> | X|<span style='font-weight: bold;'> 473.88166</span> | 91.26 | 0.004608 | 0.2884 | 0.1111 | -#> |.....................| 0.009785 | 0.5991 | 1.252 | 0.05979 | -#> |.....................| 0.8771 | 0.05827 | 0.7964 | 0.7073 | -#> |.....................| 1.568 | 0.9662 | 0.6919 | 2.025 | -#> | F| Forward Diff. | -5.370 | 1.167 | 0.05346 | -0.09978 | -#> |.....................| 0.3701 | 1.174 | -5.172 | 3.105 | -#> |.....................| -0.07011 | -0.02516 | -0.4239 | -2.943 | -#> |.....................| 1.187 | 1.854 | 0.07395 | -1.907 | -#> |<span style='font-weight: bold;'> 72</span>| 473.85215 | 1.005 | -1.181 | -0.9251 | -0.9350 | -#> |.....................| -1.015 | -1.010 | 0.1472 | -0.8318 | -#> |.....................| -0.7612 | -0.8813 | -0.7872 | -1.090 | -#> |.....................| -0.5427 | -0.8608 | -1.073 | -0.1983 | -#> | U| 473.85215 | 91.44 | -5.381 | -0.9031 | -2.197 | -#> |.....................| -4.627 | 0.4014 | 1.254 | 0.05971 | -#> |.....................| 0.8771 | 0.05827 | 0.7965 | 0.7078 | -#> |.....................| 1.567 | 0.9662 | 0.6918 | 2.026 | -#> | X|<span style='font-weight: bold;'> 473.85215</span> | 91.44 | 0.004603 | 0.2884 | 0.1111 | -#> |.....................| 0.009781 | 0.5990 | 1.254 | 0.05971 | -#> |.....................| 0.8771 | 0.05827 | 0.7965 | 0.7078 | -#> |.....................| 1.567 | 0.9662 | 0.6918 | 2.026 | -#> | F| Forward Diff. | 10.42 | 1.179 | 0.2474 | -0.1240 | -#> |.....................| 0.3627 | 1.120 | -5.345 | 3.221 | -#> |.....................| -0.07960 | -0.04998 | -0.3836 | -2.755 | -#> |.....................| 1.094 | 1.797 | -0.01014 | -1.939 | -#> |<span style='font-weight: bold;'> 73</span>| 473.81514 | 1.003 | -1.182 | -0.9251 | -0.9348 | -#> |.....................| -1.015 | -1.011 | 0.1513 | -0.8349 | -#> |.....................| -0.7614 | -0.8810 | -0.7873 | -1.089 | -#> |.....................| -0.5432 | -0.8601 | -1.073 | -0.1979 | -#> | U| 473.81514 | 91.27 | -5.382 | -0.9031 | -2.197 | -#> |.....................| -4.628 | 0.4008 | 1.256 | 0.05962 | -#> |.....................| 0.8770 | 0.05828 | 0.7964 | 0.7084 | -#> |.....................| 1.567 | 0.9669 | 0.6916 | 2.026 | -#> | X|<span style='font-weight: bold;'> 473.81514</span> | 91.27 | 0.004598 | 0.2884 | 0.1111 | -#> |.....................| 0.009778 | 0.5989 | 1.256 | 0.05962 | -#> |.....................| 0.8770 | 0.05828 | 0.7964 | 0.7084 | -#> |.....................| 1.567 | 0.9669 | 0.6916 | 2.026 | -#> | F| Forward Diff. | -4.811 | 1.166 | 0.05684 | -0.1019 | -#> |.....................| 0.3663 | 1.150 | -5.276 | 3.057 | -#> |.....................| -0.06818 | -0.03474 | -0.4125 | -2.836 | -#> |.....................| 1.158 | 1.851 | 0.03258 | -1.914 | -#> |<span style='font-weight: bold;'> 74</span>| 473.78884 | 1.005 | -1.183 | -0.9252 | -0.9346 | -#> |.....................| -1.015 | -1.012 | 0.1554 | -0.8377 | -#> |.....................| -0.7615 | -0.8808 | -0.7873 | -1.088 | -#> |.....................| -0.5439 | -0.8602 | -1.073 | -0.1971 | -#> | U| 473.78884 | 91.46 | -5.383 | -0.9031 | -2.197 | -#> |.....................| -4.628 | 0.4003 | 1.257 | 0.05954 | -#> |.....................| 0.8770 | 0.05829 | 0.7965 | 0.7095 | -#> |.....................| 1.566 | 0.9667 | 0.6915 | 2.027 | -#> | X|<span style='font-weight: bold;'> 473.78884</span> | 91.46 | 0.004593 | 0.2884 | 0.1111 | -#> |.....................| 0.009775 | 0.5988 | 1.257 | 0.05954 | -#> |.....................| 0.8770 | 0.05829 | 0.7965 | 0.7095 | -#> |.....................| 1.566 | 0.9667 | 0.6915 | 2.027 | -#> | F| Forward Diff. | 12.26 | 1.178 | 0.2628 | -0.1282 | -#> |.....................| 0.3579 | 1.094 | -5.180 | 3.234 | -#> |.....................| -0.08932 | -0.09780 | -0.5652 | -0.6340 | -#> |.....................| 1.031 | 1.841 | -0.06209 | -1.938 | -#> |<span style='font-weight: bold;'> 75</span>| 473.75065 | 1.003 | -1.184 | -0.9252 | -0.9344 | -#> |.....................| -1.016 | -1.013 | 0.1594 | -0.8407 | -#> |.....................| -0.7617 | -0.8806 | -0.7872 | -1.088 | -#> |.....................| -0.5446 | -0.8597 | -1.073 | -0.1966 | -#> | U| 473.75065 | 91.27 | -5.384 | -0.9032 | -2.197 | -#> |.....................| -4.628 | 0.3998 | 1.259 | 0.05945 | -#> |.....................| 0.8769 | 0.05829 | 0.7965 | 0.7092 | -#> |.....................| 1.565 | 0.9672 | 0.6914 | 2.028 | -#> | X|<span style='font-weight: bold;'> 473.75065</span> | 91.27 | 0.004588 | 0.2884 | 0.1112 | -#> |.....................| 0.009772 | 0.5986 | 1.259 | 0.05945 | -#> |.....................| 0.8769 | 0.05829 | 0.7965 | 0.7092 | -#> |.....................| 1.565 | 0.9672 | 0.6914 | 2.028 | -#> | F| Forward Diff. | -5.250 | 1.164 | 0.05078 | -0.1019 | -#> |.....................| 0.3635 | 1.132 | -5.308 | 3.057 | -#> |.....................| -0.09569 | -0.05602 | -0.5891 | -0.8121 | -#> |.....................| 1.074 | 1.883 | 0.002586 | -1.906 | -#> |<span style='font-weight: bold;'> 76</span>| 473.72028 | 1.005 | -1.185 | -0.9252 | -0.9343 | -#> |.....................| -1.016 | -1.014 | 0.1635 | -0.8437 | -#> |.....................| -0.7618 | -0.8804 | -0.7870 | -1.089 | -#> |.....................| -0.5455 | -0.8599 | -1.073 | -0.1958 | -#> | U| 473.72028 | 91.43 | -5.385 | -0.9032 | -2.197 | -#> |.....................| -4.629 | 0.3993 | 1.261 | 0.05936 | -#> |.....................| 0.8768 | 0.05830 | 0.7967 | 0.7088 | -#> |.....................| 1.564 | 0.9671 | 0.6912 | 2.029 | -#> | X|<span style='font-weight: bold;'> 473.72028</span> | 91.43 | 0.004583 | 0.2884 | 0.1112 | -#> |.....................| 0.009768 | 0.5985 | 1.261 | 0.05936 | -#> |.....................| 0.8768 | 0.05830 | 0.7967 | 0.7088 | -#> |.....................| 1.564 | 0.9671 | 0.6912 | 2.029 | -#> | F| Forward Diff. | 8.975 | 1.171 | 0.2290 | -0.1246 | -#> |.....................| 0.3563 | 1.085 | -5.320 | 3.173 | -#> |.....................| -0.08707 | -0.1016 | -0.5561 | -0.7117 | -#> |.....................| 0.9536 | 1.850 | -0.07963 | -1.922 | -#> |<span style='font-weight: bold;'> 77</span>| 473.68600 | 1.003 | -1.186 | -0.9253 | -0.9341 | -#> |.....................| -1.016 | -1.015 | 0.1676 | -0.8467 | -#> |.....................| -0.7620 | -0.8801 | -0.7868 | -1.089 | -#> |.....................| -0.5463 | -0.8596 | -1.073 | -0.1952 | -#> | U| 473.686 | 91.28 | -5.386 | -0.9033 | -2.196 | -#> |.....................| -4.629 | 0.3989 | 1.263 | 0.05928 | -#> |.....................| 0.8768 | 0.05831 | 0.7968 | 0.7081 | -#> |.....................| 1.563 | 0.9673 | 0.6911 | 2.030 | -#> | X|<span style='font-weight: bold;'> 473.686</span> | 91.28 | 0.004578 | 0.2884 | 0.1112 | -#> |.....................| 0.009765 | 0.5984 | 1.263 | 0.05928 | -#> |.....................| 0.8768 | 0.05831 | 0.7968 | 0.7081 | -#> |.....................| 1.563 | 0.9673 | 0.6911 | 2.030 | -#> | F| Forward Diff. | -5.608 | 1.155 | 0.05506 | -0.1036 | -#> |.....................| 0.3607 | 1.118 | -5.212 | 3.031 | -#> |.....................| -0.08611 | -0.04336 | -0.3798 | -2.808 | -#> |.....................| 1.093 | 1.880 | -0.02731 | -1.896 | -#> |<span style='font-weight: bold;'> 78</span>| 473.65599 | 1.005 | -1.188 | -0.9253 | -0.9339 | -#> |.....................| -1.017 | -1.016 | 0.1718 | -0.8497 | -#> |.....................| -0.7621 | -0.8799 | -0.7868 | -1.089 | -#> |.....................| -0.5471 | -0.8595 | -1.074 | -0.1946 | -#> | U| 473.65599 | 91.44 | -5.388 | -0.9033 | -2.196 | -#> |.....................| -4.629 | 0.3984 | 1.264 | 0.05919 | -#> |.....................| 0.8767 | 0.05831 | 0.7968 | 0.7087 | -#> |.....................| 1.562 | 0.9674 | 0.6910 | 2.030 | -#> | X|<span style='font-weight: bold;'> 473.65599</span> | 91.44 | 0.004573 | 0.2884 | 0.1112 | -#> |.....................| 0.009762 | 0.5983 | 1.264 | 0.05919 | -#> |.....................| 0.8767 | 0.05831 | 0.7968 | 0.7087 | -#> |.....................| 1.562 | 0.9674 | 0.6910 | 2.030 | -#> | F| Forward Diff. | 9.720 | 1.170 | 0.2444 | -0.1229 | -#> |.....................| 0.3557 | 1.067 | -5.275 | 3.173 | -#> |.....................| -0.07850 | -0.1042 | -0.5348 | -0.6844 | -#> |.....................| 0.9479 | 1.915 | -0.1018 | -1.917 | -#> |<span style='font-weight: bold;'> 79</span>| 473.62083 | 1.003 | -1.189 | -0.9254 | -0.9337 | -#> |.....................| -1.017 | -1.017 | 0.1759 | -0.8528 | -#> |.....................| -0.7623 | -0.8795 | -0.7869 | -1.089 | -#> |.....................| -0.5477 | -0.8591 | -1.074 | -0.1942 | -#> | U| 473.62083 | 91.28 | -5.389 | -0.9033 | -2.196 | -#> |.....................| -4.630 | 0.3979 | 1.266 | 0.05910 | -#> |.....................| 0.8766 | 0.05832 | 0.7968 | 0.7085 | -#> |.....................| 1.562 | 0.9678 | 0.6909 | 2.031 | -#> | X|<span style='font-weight: bold;'> 473.62083</span> | 91.28 | 0.004568 | 0.2884 | 0.1112 | -#> |.....................| 0.009758 | 0.5982 | 1.266 | 0.05910 | -#> |.....................| 0.8766 | 0.05832 | 0.7968 | 0.7085 | -#> |.....................| 1.562 | 0.9678 | 0.6909 | 2.031 | -#> | F| Forward Diff. | -5.323 | 1.153 | 0.05982 | -0.1053 | -#> |.....................| 0.3572 | 1.098 | -4.702 | 3.058 | -#> |.....................| -0.1117 | -0.04281 | -0.5573 | -0.7999 | -#> |.....................| 1.039 | 1.912 | -0.05974 | -1.890 | -#> |<span style='font-weight: bold;'> 80</span>| 473.59326 | 1.005 | -1.190 | -0.9254 | -0.9335 | -#> |.....................| -1.018 | -1.019 | 0.1798 | -0.8560 | -#> |.....................| -0.7624 | -0.8793 | -0.7867 | -1.090 | -#> |.....................| -0.5486 | -0.8595 | -1.074 | -0.1934 | -#> | U| 473.59326 | 91.46 | -5.390 | -0.9034 | -2.196 | -#> |.....................| -4.630 | 0.3974 | 1.268 | 0.05901 | -#> |.....................| 0.8766 | 0.05833 | 0.7969 | 0.7081 | -#> |.....................| 1.560 | 0.9674 | 0.6908 | 2.032 | -#> | X|<span style='font-weight: bold;'> 473.59326</span> | 91.46 | 0.004562 | 0.2884 | 0.1113 | -#> |.....................| 0.009755 | 0.5981 | 1.268 | 0.05901 | -#> |.....................| 0.8766 | 0.05833 | 0.7969 | 0.7081 | -#> |.....................| 1.560 | 0.9674 | 0.6908 | 2.032 | -#> | F| Forward Diff. | 11.25 | 1.162 | 0.2586 | -0.1299 | -#> |.....................| 0.3499 | 1.048 | -5.229 | 3.126 | -#> |.....................| -0.05642 | -0.09930 | -0.3252 | -2.718 | -#> |.....................| 0.8202 | 1.876 | -0.1477 | -1.910 | -#> |<span style='font-weight: bold;'> 81</span>| 473.55541 | 1.003 | -1.191 | -0.9255 | -0.9333 | -#> |.....................| -1.018 | -1.020 | 0.1836 | -0.8595 | -#> |.....................| -0.7626 | -0.8789 | -0.7868 | -1.090 | -#> |.....................| -0.5492 | -0.8592 | -1.074 | -0.1932 | -#> | U| 473.55541 | 91.31 | -5.391 | -0.9034 | -2.196 | -#> |.....................| -4.630 | 0.3968 | 1.269 | 0.05891 | -#> |.....................| 0.8765 | 0.05834 | 0.7968 | 0.7080 | -#> |.....................| 1.560 | 0.9677 | 0.6906 | 2.032 | -#> | X|<span style='font-weight: bold;'> 473.55541</span> | 91.31 | 0.004557 | 0.2883 | 0.1113 | -#> |.....................| 0.009751 | 0.5979 | 1.269 | 0.05891 | -#> |.....................| 0.8765 | 0.05834 | 0.7968 | 0.7080 | -#> |.....................| 1.560 | 0.9677 | 0.6906 | 2.032 | -#> | F| Forward Diff. | -3.062 | 1.149 | 0.09224 | -0.1103 | -#> |.....................| 0.3525 | 1.070 | -5.098 | 2.994 | -#> |.....................| -0.1095 | -0.04877 | -0.3504 | -2.828 | -#> |.....................| 0.8255 | 1.898 | -0.1147 | -1.889 | -#> |<span style='font-weight: bold;'> 82</span>| 473.53708 | 1.006 | -1.192 | -0.9256 | -0.9332 | -#> |.....................| -1.018 | -1.021 | 0.1873 | -0.8616 | -#> |.....................| -0.7625 | -0.8789 | -0.7866 | -1.087 | -#> |.....................| -0.5498 | -0.8606 | -1.074 | -0.1918 | -#> | U| 473.53708 | 91.52 | -5.392 | -0.9035 | -2.196 | -#> |.....................| -4.631 | 0.3964 | 1.271 | 0.05884 | -#> |.....................| 0.8765 | 0.05834 | 0.7970 | 0.7099 | -#> |.....................| 1.559 | 0.9664 | 0.6907 | 2.034 | -#> | X|<span style='font-weight: bold;'> 473.53708</span> | 91.52 | 0.004553 | 0.2883 | 0.1113 | -#> |.....................| 0.009749 | 0.5978 | 1.271 | 0.05884 | -#> |.....................| 0.8765 | 0.05834 | 0.7970 | 0.7099 | -#> |.....................| 1.559 | 0.9664 | 0.6907 | 2.034 | -#> | F| Forward Diff. | 16.25 | 1.165 | 0.3077 | -0.1378 | -#> |.....................| 0.3448 | 1.019 | -5.264 | 3.150 | -#> |.....................| -0.09278 | -0.1366 | -0.2969 | -2.557 | -#> |.....................| 0.7485 | 1.781 | -0.1828 | -1.909 | -#> |<span style='font-weight: bold;'> 83</span>| 473.49312 | 1.003 | -1.193 | -0.9256 | -0.9329 | -#> |.....................| -1.018 | -1.022 | 0.1912 | -0.8647 | -#> |.....................| -0.7626 | -0.8785 | -0.7869 | -1.087 | -#> |.....................| -0.5501 | -0.8598 | -1.074 | -0.1918 | -#> | U| 473.49312 | 91.32 | -5.393 | -0.9035 | -2.195 | -#> |.....................| -4.631 | 0.3959 | 1.272 | 0.05875 | -#> |.....................| 0.8765 | 0.05835 | 0.7967 | 0.7106 | -#> |.....................| 1.559 | 0.9671 | 0.6906 | 2.034 | -#> | X|<span style='font-weight: bold;'> 473.49312</span> | 91.32 | 0.004547 | 0.2883 | 0.1113 | -#> |.....................| 0.009745 | 0.5977 | 1.272 | 0.05875 | -#> |.....................| 0.8765 | 0.05835 | 0.7967 | 0.7106 | -#> |.....................| 1.559 | 0.9671 | 0.6906 | 2.034 | -#> | F| Forward Diff. | -2.793 | 1.150 | 0.08391 | -0.1095 | -#> |.....................| 0.3500 | 1.057 | -5.154 | 2.847 | -#> |.....................| -0.07414 | -0.06025 | -0.5244 | -0.6779 | -#> |.....................| 0.8291 | 1.867 | -0.1201 | -1.880 | -#> |<span style='font-weight: bold;'> 84</span>| 473.47390 | 1.006 | -1.194 | -0.9256 | -0.9329 | -#> |.....................| -1.019 | -1.022 | 0.1953 | -0.8670 | -#> |.....................| -0.7626 | -0.8785 | -0.7865 | -1.086 | -#> |.....................| -0.5507 | -0.8613 | -1.074 | -0.1903 | -#> | U| 473.4739 | 91.52 | -5.394 | -0.9036 | -2.195 | -#> |.....................| -4.631 | 0.3955 | 1.274 | 0.05869 | -#> |.....................| 0.8765 | 0.05835 | 0.7970 | 0.7110 | -#> |.....................| 1.558 | 0.9657 | 0.6907 | 2.036 | -#> | X|<span style='font-weight: bold;'> 473.4739</span> | 91.52 | 0.004543 | 0.2883 | 0.1113 | -#> |.....................| 0.009743 | 0.5976 | 1.274 | 0.05869 | -#> |.....................| 0.8765 | 0.05835 | 0.7970 | 0.7110 | -#> |.....................| 1.558 | 0.9657 | 0.6907 | 2.036 | -#> | F| Forward Diff. | 15.82 | 1.163 | 0.3026 | -0.1376 | -#> |.....................| 0.3423 | 1.007 | -4.821 | 3.176 | -#> |.....................| -0.06207 | -0.1161 | -0.4712 | -0.4774 | -#> |.....................| 0.7015 | 1.725 | -0.1877 | -1.896 | -#> |<span style='font-weight: bold;'> 85</span>| 473.43080 | 1.003 | -1.195 | -0.9257 | -0.9326 | -#> |.....................| -1.019 | -1.024 | 0.1991 | -0.8700 | -#> |.....................| -0.7628 | -0.8781 | -0.7866 | -1.087 | -#> |.....................| -0.5513 | -0.8608 | -1.074 | -0.1899 | -#> | U| 473.4308 | 91.31 | -5.395 | -0.9036 | -2.195 | -#> |.....................| -4.632 | 0.3950 | 1.276 | 0.05860 | -#> |.....................| 0.8764 | 0.05836 | 0.7970 | 0.7105 | -#> |.....................| 1.557 | 0.9662 | 0.6906 | 2.036 | -#> | X|<span style='font-weight: bold;'> 473.4308</span> | 91.31 | 0.004538 | 0.2883 | 0.1114 | -#> |.....................| 0.009739 | 0.5975 | 1.276 | 0.05860 | -#> |.....................| 0.8764 | 0.05836 | 0.7970 | 0.7105 | -#> |.....................| 1.557 | 0.9662 | 0.6906 | 2.036 | -#> | F| Forward Diff. | -3.611 | 1.145 | 0.07564 | -0.1091 | -#> |.....................| 0.3478 | 1.048 | -5.196 | 2.853 | -#> |.....................| -0.07176 | -0.06153 | -0.5100 | -0.6862 | -#> |.....................| 0.7701 | 1.783 | -0.1204 | -1.866 | -#> |<span style='font-weight: bold;'> 86</span>| 473.40390 | 1.005 | -1.196 | -0.9258 | -0.9324 | -#> |.....................| -1.019 | -1.025 | 0.2034 | -0.8728 | -#> |.....................| -0.7629 | -0.8779 | -0.7864 | -1.087 | -#> |.....................| -0.5520 | -0.8612 | -1.074 | -0.1890 | -#> | U| 473.4039 | 91.48 | -5.396 | -0.9037 | -2.195 | -#> |.....................| -4.632 | 0.3946 | 1.277 | 0.05852 | -#> |.....................| 0.8764 | 0.05837 | 0.7971 | 0.7105 | -#> |.....................| 1.556 | 0.9658 | 0.6906 | 2.037 | -#> | X|<span style='font-weight: bold;'> 473.4039</span> | 91.48 | 0.004533 | 0.2883 | 0.1114 | -#> |.....................| 0.009736 | 0.5974 | 1.277 | 0.05852 | -#> |.....................| 0.8764 | 0.05837 | 0.7971 | 0.7105 | -#> |.....................| 1.556 | 0.9658 | 0.6906 | 2.037 | -#> | F| Forward Diff. | 11.82 | 1.154 | 0.2542 | -0.1321 | -#> |.....................| 0.3410 | 1.002 | -5.150 | 3.097 | -#> |.....................| -0.04820 | -0.1059 | -0.4698 | -0.5387 | -#> |.....................| 0.6891 | 1.733 | -0.1906 | -1.879 | -#> |<span style='font-weight: bold;'> 87</span>| 473.36686 | 1.003 | -1.198 | -0.9258 | -0.9322 | -#> |.....................| -1.020 | -1.026 | 0.2076 | -0.8758 | -#> |.....................| -0.7631 | -0.8776 | -0.7865 | -1.087 | -#> |.....................| -0.5525 | -0.8606 | -1.074 | -0.1886 | -#> | U| 473.36686 | 91.32 | -5.398 | -0.9037 | -2.195 | -#> |.....................| -4.632 | 0.3941 | 1.279 | 0.05843 | -#> |.....................| 0.8763 | 0.05838 | 0.7970 | 0.7100 | -#> |.....................| 1.556 | 0.9664 | 0.6905 | 2.038 | -#> | X|<span style='font-weight: bold;'> 473.36686</span> | 91.32 | 0.004527 | 0.2883 | 0.1114 | -#> |.....................| 0.009733 | 0.5973 | 1.279 | 0.05843 | -#> |.....................| 0.8763 | 0.05838 | 0.7970 | 0.7100 | -#> |.....................| 1.556 | 0.9664 | 0.6905 | 2.038 | -#> | F| Forward Diff. | -3.686 | 1.139 | 0.08028 | -0.1103 | -#> |.....................| 0.3450 | 1.034 | -5.059 | 2.983 | -#> |.....................| -0.07022 | -0.06541 | -0.4954 | -0.7148 | -#> |.....................| 0.6839 | 1.782 | -0.1353 | -1.853 | -#> |<span style='font-weight: bold;'> 88</span>| 473.34117 | 1.005 | -1.199 | -0.9259 | -0.9321 | -#> |.....................| -1.020 | -1.027 | 0.2118 | -0.8787 | -#> |.....................| -0.7632 | -0.8774 | -0.7864 | -1.087 | -#> |.....................| -0.5531 | -0.8611 | -1.074 | -0.1877 | -#> | U| 473.34117 | 91.49 | -5.399 | -0.9038 | -2.194 | -#> |.....................| -4.633 | 0.3936 | 1.281 | 0.05835 | -#> |.....................| 0.8763 | 0.05838 | 0.7971 | 0.7100 | -#> |.....................| 1.555 | 0.9659 | 0.6904 | 2.039 | -#> | X|<span style='font-weight: bold;'> 473.34117</span> | 91.49 | 0.004522 | 0.2883 | 0.1114 | -#> |.....................| 0.009730 | 0.5972 | 1.281 | 0.05835 | -#> |.....................| 0.8763 | 0.05838 | 0.7971 | 0.7100 | -#> |.....................| 1.555 | 0.9659 | 0.6904 | 2.039 | -#> | F| Forward Diff. | 12.62 | 1.149 | 0.2679 | -0.1346 | -#> |.....................| 0.3379 | 0.9875 | -5.147 | 2.965 | -#> |.....................| -0.07400 | -0.1145 | -0.4542 | -0.5455 | -#> |.....................| 0.6283 | 1.734 | -0.2097 | -1.869 | -#> |<span style='font-weight: bold;'> 89</span>| 473.30326 | 1.004 | -1.200 | -0.9259 | -0.9318 | -#> |.....................| -1.020 | -1.028 | 0.2159 | -0.8818 | -#> |.....................| -0.7634 | -0.8771 | -0.7865 | -1.088 | -#> |.....................| -0.5535 | -0.8604 | -1.074 | -0.1874 | -#> | U| 473.30326 | 91.32 | -5.400 | -0.9038 | -2.194 | -#> |.....................| -4.633 | 0.3932 | 1.283 | 0.05826 | -#> |.....................| 0.8762 | 0.05839 | 0.7970 | 0.7096 | -#> |.....................| 1.555 | 0.9665 | 0.6903 | 2.039 | -#> | X|<span style='font-weight: bold;'> 473.30326</span> | 91.32 | 0.004517 | 0.2883 | 0.1114 | -#> |.....................| 0.009726 | 0.5970 | 1.283 | 0.05826 | -#> |.....................| 0.8762 | 0.05839 | 0.7970 | 0.7096 | -#> |.....................| 1.555 | 0.9665 | 0.6903 | 2.039 | -#> | F| Forward Diff. | -3.609 | 1.134 | 0.08636 | -0.1114 | -#> |.....................| 0.3423 | 1.018 | -5.228 | 2.880 | -#> |.....................| -0.1079 | -0.06580 | -0.2896 | -2.686 | -#> |.....................| 0.6917 | 1.801 | -0.1599 | -1.842 | -#> |<span style='font-weight: bold;'> 90</span>| 473.27616 | 1.005 | -1.201 | -0.9260 | -0.9316 | -#> |.....................| -1.021 | -1.029 | 0.2202 | -0.8845 | -#> |.....................| -0.7634 | -0.8768 | -0.7866 | -1.087 | -#> |.....................| -0.5540 | -0.8607 | -1.074 | -0.1867 | -#> | U| 473.27616 | 91.48 | -5.401 | -0.9039 | -2.194 | -#> |.....................| -4.633 | 0.3927 | 1.284 | 0.05818 | -#> |.....................| 0.8762 | 0.05840 | 0.7970 | 0.7107 | -#> |.....................| 1.554 | 0.9663 | 0.6904 | 2.040 | -#> | X|<span style='font-weight: bold;'> 473.27616</span> | 91.48 | 0.004512 | 0.2883 | 0.1115 | -#> |.....................| 0.009723 | 0.5969 | 1.284 | 0.05818 | -#> |.....................| 0.8762 | 0.05840 | 0.7970 | 0.7107 | -#> |.....................| 1.554 | 0.9663 | 0.6904 | 2.040 | -#> | F| Forward Diff. | 11.44 | 1.145 | 0.2516 | -0.1333 | -#> |.....................| 0.3351 | 0.9744 | -4.753 | 3.090 | -#> |.....................| -0.05028 | -0.1148 | -0.4450 | -0.5198 | -#> |.....................| 0.5573 | 1.743 | -0.2240 | -1.858 | -#> |<span style='font-weight: bold;'> 91</span>| 473.24283 | 1.003 | -1.202 | -0.9260 | -0.9314 | -#> |.....................| -1.021 | -1.030 | 0.2240 | -0.8877 | -#> |.....................| -0.7636 | -0.8764 | -0.7870 | -1.087 | -#> |.....................| -0.5543 | -0.8601 | -1.074 | -0.1866 | -#> | U| 473.24283 | 91.29 | -5.402 | -0.9039 | -2.194 | -#> |.....................| -4.634 | 0.3922 | 1.286 | 0.05809 | -#> |.....................| 0.8761 | 0.05841 | 0.7967 | 0.7107 | -#> |.....................| 1.554 | 0.9668 | 0.6903 | 2.040 | -#> | X|<span style='font-weight: bold;'> 473.24283</span> | 91.29 | 0.004506 | 0.2882 | 0.1115 | -#> |.....................| 0.009720 | 0.5968 | 1.286 | 0.05809 | -#> |.....................| 0.8761 | 0.05841 | 0.7967 | 0.7107 | -#> |.....................| 1.554 | 0.9668 | 0.6903 | 2.040 | -#> | F| Forward Diff. | -7.383 | 1.129 | 0.03939 | -0.1057 | -#> |.....................| 0.3410 | 1.013 | -4.733 | 2.907 | -#> |.....................| -0.07460 | -0.06623 | -0.4732 | -0.6761 | -#> |.....................| 0.6495 | 1.823 | -0.1637 | -1.832 | -#> |<span style='font-weight: bold;'> 92</span>| 473.20973 | 1.005 | -1.204 | -0.9260 | -0.9311 | -#> |.....................| -1.021 | -1.031 | 0.2279 | -0.8912 | -#> |.....................| -0.7638 | -0.8760 | -0.7872 | -1.087 | -#> |.....................| -0.5548 | -0.8600 | -1.075 | -0.1862 | -#> | U| 473.20973 | 91.43 | -5.404 | -0.9039 | -2.193 | -#> |.....................| -4.634 | 0.3917 | 1.288 | 0.05799 | -#> |.....................| 0.8760 | 0.05843 | 0.7966 | 0.7102 | -#> |.....................| 1.553 | 0.9669 | 0.6900 | 2.040 | -#> | X|<span style='font-weight: bold;'> 473.20973</span> | 91.43 | 0.004500 | 0.2882 | 0.1115 | -#> |.....................| 0.009716 | 0.5967 | 1.288 | 0.05799 | -#> |.....................| 0.8760 | 0.05843 | 0.7966 | 0.7102 | -#> |.....................| 1.553 | 0.9669 | 0.6900 | 2.040 | -#> |<span style='font-weight: bold;'> 93</span>| 473.17178 | 1.005 | -1.205 | -0.9261 | -0.9307 | -#> |.....................| -1.022 | -1.032 | 0.2326 | -0.8959 | -#> |.....................| -0.7641 | -0.8754 | -0.7876 | -1.088 | -#> |.....................| -0.5554 | -0.8593 | -1.075 | -0.1863 | -#> | U| 473.17178 | 91.43 | -5.405 | -0.9040 | -2.193 | -#> |.....................| -4.634 | 0.3910 | 1.289 | 0.05785 | -#> |.....................| 0.8759 | 0.05844 | 0.7963 | 0.7092 | -#> |.....................| 1.552 | 0.9676 | 0.6896 | 2.040 | -#> | X|<span style='font-weight: bold;'> 473.17178</span> | 91.43 | 0.004492 | 0.2882 | 0.1116 | -#> |.....................| 0.009711 | 0.5965 | 1.289 | 0.05785 | -#> |.....................| 0.8759 | 0.05844 | 0.7963 | 0.7092 | -#> |.....................| 1.552 | 0.9676 | 0.6896 | 2.040 | -#> |<span style='font-weight: bold;'> 94</span>| 472.97479 | 1.005 | -1.215 | -0.9262 | -0.9287 | -#> |.....................| -1.025 | -1.041 | 0.2575 | -0.9212 | -#> |.....................| -0.7657 | -0.8720 | -0.7899 | -1.094 | -#> |.....................| -0.5585 | -0.8552 | -1.078 | -0.1866 | -#> | U| 472.97479 | 91.45 | -5.415 | -0.9041 | -2.191 | -#> |.....................| -4.637 | 0.3872 | 1.300 | 0.05712 | -#> |.....................| 0.8752 | 0.05854 | 0.7946 | 0.7037 | -#> |.....................| 1.549 | 0.9715 | 0.6874 | 2.040 | -#> | X|<span style='font-weight: bold;'> 472.97479</span> | 91.45 | 0.004449 | 0.2882 | 0.1118 | -#> |.....................| 0.009685 | 0.5956 | 1.300 | 0.05712 | -#> |.....................| 0.8752 | 0.05854 | 0.7946 | 0.7037 | -#> |.....................| 1.549 | 0.9715 | 0.6874 | 2.040 | -#> |<span style='font-weight: bold;'> 95</span>| 472.26932 | 1.006 | -1.253 | -0.9268 | -0.9205 | -#> |.....................| -1.035 | -1.074 | 0.3572 | -1.022 | -#> |.....................| -0.7723 | -0.8583 | -0.7991 | -1.118 | -#> |.....................| -0.5709 | -0.8392 | -1.088 | -0.1877 | -#> | U| 472.26932 | 91.55 | -5.453 | -0.9046 | -2.183 | -#> |.....................| -4.648 | 0.3719 | 1.341 | 0.05419 | -#> |.....................| 0.8725 | 0.05894 | 0.7878 | 0.6819 | -#> |.....................| 1.534 | 0.9868 | 0.6787 | 2.039 | -#> | X|<span style='font-weight: bold;'> 472.26932</span> | 91.55 | 0.004282 | 0.2881 | 0.1127 | -#> |.....................| 0.009582 | 0.5919 | 1.341 | 0.05419 | -#> |.....................| 0.8725 | 0.05894 | 0.7878 | 0.6819 | -#> |.....................| 1.534 | 0.9868 | 0.6787 | 2.039 | -#> |<span style='font-weight: bold;'> 96</span>| 470.90347 | 1.012 | -1.408 | -0.9286 | -0.8872 | -#> |.....................| -1.078 | -1.207 | 0.7550 | -1.427 | -#> |.....................| -0.7985 | -0.8024 | -0.8343 | -1.204 | -#> |.....................| -0.6170 | -0.7722 | -1.128 | -0.1957 | -#> | U| 470.90347 | 92.06 | -5.608 | -0.9062 | -2.150 | -#> |.....................| -4.691 | 0.3105 | 1.506 | 0.04245 | -#> |.....................| 0.8616 | 0.06056 | 0.7621 | 0.6043 | -#> |.....................| 1.480 | 1.051 | 0.6438 | 2.029 | -#> | X|<span style='font-weight: bold;'> 470.90347</span> | 92.06 | 0.003670 | 0.2878 | 0.1165 | -#> |.....................| 0.009180 | 0.5770 | 1.506 | 0.04245 | -#> |.....................| 0.8616 | 0.06056 | 0.7621 | 0.6043 | -#> |.....................| 1.480 | 1.051 | 0.6438 | 2.029 | -#> | F| Forward Diff. | 16.46 | 0.7178 | 1.137 | -0.2842 | -#> |.....................| 0.06515 | -1.058 | -6.810 | -2.325 | -#> |.....................| -0.1903 | -0.6630 | 1.424 | -9.046 | -#> |.....................| -1.659 | 8.235 | -7.307 | -1.506 | -#> |<span style='font-weight: bold;'> 97</span>| 469.55066 | 1.016 | -1.623 | -0.9529 | -0.8214 | -#> |.....................| -1.136 | -1.353 | 1.295 | -1.874 | -#> |.....................| -0.8595 | -0.6716 | -0.9513 | -1.204 | -#> |.....................| -0.7087 | -0.8316 | -0.9499 | -0.4083 | -#> | U| 469.55066 | 92.47 | -5.823 | -0.9279 | -2.084 | -#> |.....................| -4.749 | 0.2437 | 1.731 | 0.02949 | -#> |.....................| 0.8363 | 0.06435 | 0.6766 | 0.6043 | -#> |.....................| 1.371 | 0.9940 | 0.7978 | 1.771 | -#> | X|<span style='font-weight: bold;'> 469.55066</span> | 92.47 | 0.002960 | 0.2834 | 0.1245 | -#> |.....................| 0.008661 | 0.5606 | 1.731 | 0.02949 | -#> |.....................| 0.8363 | 0.06435 | 0.6766 | 0.6043 | -#> |.....................| 1.371 | 0.9940 | 0.7978 | 1.771 | -#> | F| Forward Diff. | -5.003 | 0.4823 | 0.6025 | -0.2481 | -#> |.....................| -1.135 | 0.1015 | -5.875 | -8.309 | -#> |.....................| -0.8363 | -0.7839 | 1.711 | -6.097 | -#> |.....................| -4.755 | 1.794 | 4.040 | -0.5408 | -#> |<span style='font-weight: bold;'> 98</span>| 471.32255 | 1.022 | -1.880 | -1.043 | -0.7426 | -#> |.....................| -1.107 | -1.512 | 1.956 | -1.964 | -#> |.....................| -0.9773 | -0.5429 | -1.097 | -1.122 | -#> |.....................| -0.6469 | -0.5662 | -0.9027 | -0.4752 | -#> | U| 471.32255 | 93.00 | -6.080 | -1.008 | -2.005 | -#> |.....................| -4.719 | 0.1705 | 2.005 | 0.02687 | -#> |.....................| 0.7874 | 0.06809 | 0.5704 | 0.6787 | -#> |.....................| 1.444 | 1.248 | 0.8385 | 1.690 | -#> | X|<span style='font-weight: bold;'> 471.32255</span> | 93.00 | 0.002289 | 0.2674 | 0.1347 | -#> |.....................| 0.008922 | 0.5425 | 2.005 | 0.02687 | -#> |.....................| 0.7874 | 0.06809 | 0.5704 | 0.6787 | -#> |.....................| 1.444 | 1.248 | 0.8385 | 1.690 | -#> |<span style='font-weight: bold;'> 99</span>| 468.82475 | 1.022 | -1.709 | -0.9836 | -0.7948 | -#> |.....................| -1.126 | -1.406 | 1.521 | -1.898 | -#> |.....................| -0.8984 | -0.6279 | -1.001 | -1.172 | -#> |.....................| -0.6845 | -0.7440 | -0.9371 | -0.4303 | -#> | U| 468.82475 | 92.98 | -5.909 | -0.9551 | -2.057 | -#> |.....................| -4.738 | 0.2191 | 1.824 | 0.02879 | -#> |.....................| 0.8201 | 0.06562 | 0.6400 | 0.6333 | -#> |.....................| 1.400 | 1.078 | 0.8088 | 1.744 | -#> | X|<span style='font-weight: bold;'> 468.82475</span> | 92.98 | 0.002714 | 0.2779 | 0.1278 | -#> |.....................| 0.008755 | 0.5546 | 1.824 | 0.02879 | -#> |.....................| 0.8201 | 0.06562 | 0.6400 | 0.6333 | -#> |.....................| 1.400 | 1.078 | 0.8088 | 1.744 | -#> | F| Forward Diff. | 40.86 | 0.3767 | -0.09575 | -0.1893 | -#> |.....................| -1.313 | -0.2132 | -3.864 | -4.927 | -#> |.....................| -1.292 | -1.079 | -0.1017 | -3.329 | -#> |.....................| -4.248 | 8.116 | 3.916 | -0.3530 | -#> |<span style='font-weight: bold;'> 100</span>| 467.75171 | 1.017 | -1.816 | -0.9824 | -0.7623 | -#> |.....................| -1.067 | -1.470 | 1.678 | -1.962 | -#> |.....................| -0.9501 | -0.5667 | -0.9995 | -1.140 | -#> |.....................| -0.5909 | -0.8204 | -1.012 | -0.4878 | -#> | U| 467.75171 | 92.51 | -6.016 | -0.9541 | -2.025 | -#> |.....................| -4.679 | 0.1896 | 1.889 | 0.02693 | -#> |.....................| 0.7987 | 0.06740 | 0.6413 | 0.6622 | -#> |.....................| 1.510 | 1.005 | 0.7438 | 1.674 | -#> | X|<span style='font-weight: bold;'> 467.75171</span> | 92.51 | 0.002440 | 0.2781 | 0.1320 | -#> |.....................| 0.009285 | 0.5473 | 1.889 | 0.02693 | -#> |.....................| 0.7987 | 0.06740 | 0.6413 | 0.6622 | -#> |.....................| 1.510 | 1.005 | 0.7438 | 1.674 | -#> | F| Forward Diff. | -11.72 | 0.1617 | -0.2966 | 0.1391 | -#> |.....................| -0.7722 | -0.6625 | -3.136 | -6.222 | -#> |.....................| -1.617 | -0.9189 | -0.2811 | -3.105 | -#> |.....................| 0.05355 | 2.320 | -3.473 | -2.160 | -#> |<span style='font-weight: bold;'> 101</span>| 467.28745 | 1.018 | -1.902 | -0.9107 | -0.7577 | -#> |.....................| -0.9795 | -1.517 | 1.777 | -1.860 | -#> |.....................| -0.8874 | -0.4787 | -0.8826 | -1.170 | -#> |.....................| -0.6199 | -0.8544 | -0.9952 | -0.3962 | -#> | U| 467.28745 | 92.66 | -6.102 | -0.8902 | -2.020 | -#> |.....................| -4.592 | 0.1682 | 1.931 | 0.02990 | -#> |.....................| 0.8247 | 0.06995 | 0.7268 | 0.6357 | -#> |.....................| 1.476 | 0.9723 | 0.7587 | 1.785 | -#> | X|<span style='font-weight: bold;'> 467.28745</span> | 92.66 | 0.002239 | 0.2911 | 0.1327 | -#> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02990 | -#> |.....................| 0.8247 | 0.06995 | 0.7268 | 0.6357 | -#> |.....................| 1.476 | 0.9723 | 0.7587 | 1.785 | -#> | F| Forward Diff. | 21.75 | 0.1003 | 2.571 | 0.1450 | -#> |.....................| -0.5415 | -1.471 | -1.062 | -1.774 | -#> |.....................| 1.363 | 0.7539 | 2.182 | -3.357 | -#> |.....................| -1.337 | 0.2346 | -1.234 | -0.8531 | -#> |<span style='font-weight: bold;'> 102</span>| 469.68385 | 0.9954 | -1.950 | -1.032 | -0.7900 | -#> |.....................| -0.8810 | -1.433 | 1.783 | -1.785 | -#> |.....................| -0.9418 | -0.5114 | -0.9107 | -1.204 | -#> |.....................| -0.6798 | -0.8966 | -1.014 | -0.2565 | -#> | U| 469.68385 | 90.58 | -6.150 | -0.9984 | -2.052 | -#> |.....................| -4.493 | 0.2066 | 1.933 | 0.03207 | -#> |.....................| 0.8021 | 0.06900 | 0.7062 | 0.6043 | -#> |.....................| 1.405 | 0.9320 | 0.7422 | 1.955 | -#> | X|<span style='font-weight: bold;'> 469.68385</span> | 90.58 | 0.002133 | 0.2693 | 0.1284 | -#> |.....................| 0.01118 | 0.5515 | 1.933 | 0.03207 | -#> |.....................| 0.8021 | 0.06900 | 0.7062 | 0.6043 | -#> |.....................| 1.405 | 0.9320 | 0.7422 | 1.955 | -#> |<span style='font-weight: bold;'> 103</span>| 467.87907 | 1.005 | -1.909 | -0.9308 | -0.7628 | -#> |.....................| -0.9639 | -1.503 | 1.779 | -1.847 | -#> |.....................| -0.8965 | -0.4841 | -0.8880 | -1.173 | -#> |.....................| -0.6287 | -0.8610 | -0.9975 | -0.3740 | -#> | U| 467.87907 | 91.48 | -6.109 | -0.9081 | -2.025 | -#> |.....................| -4.576 | 0.1745 | 1.931 | 0.03026 | -#> |.....................| 0.8209 | 0.06979 | 0.7229 | 0.6325 | -#> |.....................| 1.466 | 0.9660 | 0.7566 | 1.812 | -#> | X|<span style='font-weight: bold;'> 467.87907</span> | 91.48 | 0.002222 | 0.2874 | 0.1320 | -#> |.....................| 0.01029 | 0.5435 | 1.931 | 0.03026 | -#> |.....................| 0.8209 | 0.06979 | 0.7229 | 0.6325 | -#> |.....................| 1.466 | 0.9660 | 0.7566 | 1.812 | -#> |<span style='font-weight: bold;'> 104</span>| 467.53566 | 1.009 | -1.902 | -0.9117 | -0.7577 | -#> |.....................| -0.9793 | -1.516 | 1.778 | -1.859 | -#> |.....................| -0.8880 | -0.4790 | -0.8835 | -1.168 | -#> |.....................| -0.6194 | -0.8545 | -0.9947 | -0.3959 | -#> | U| 467.53566 | 91.86 | -6.102 | -0.8912 | -2.020 | -#> |.....................| -4.592 | 0.1685 | 1.931 | 0.02992 | -#> |.....................| 0.8245 | 0.06994 | 0.7261 | 0.6369 | -#> |.....................| 1.477 | 0.9722 | 0.7591 | 1.786 | -#> | X|<span style='font-weight: bold;'> 467.53566</span> | 91.86 | 0.002239 | 0.2909 | 0.1326 | -#> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02992 | -#> |.....................| 0.8245 | 0.06994 | 0.7261 | 0.6369 | -#> |.....................| 1.477 | 0.9722 | 0.7591 | 1.786 | -#> |<span style='font-weight: bold;'> 105</span>| 467.26444 | 1.016 | -1.902 | -0.9109 | -0.7577 | -#> |.....................| -0.9795 | -1.516 | 1.777 | -1.860 | -#> |.....................| -0.8875 | -0.4788 | -0.8828 | -1.169 | -#> |.....................| -0.6198 | -0.8544 | -0.9951 | -0.3961 | -#> | U| 467.26444 | 92.48 | -6.102 | -0.8905 | -2.020 | -#> |.....................| -4.592 | 0.1683 | 1.931 | 0.02990 | -#> |.....................| 0.8246 | 0.06995 | 0.7266 | 0.6360 | -#> |.....................| 1.476 | 0.9723 | 0.7588 | 1.786 | -#> | X|<span style='font-weight: bold;'> 467.26444</span> | 92.48 | 0.002239 | 0.2910 | 0.1326 | -#> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02990 | -#> |.....................| 0.8246 | 0.06995 | 0.7266 | 0.6360 | -#> |.....................| 1.476 | 0.9723 | 0.7588 | 1.786 | -#> | F| Forward Diff. | -1.458 | 0.09189 | 2.450 | 0.1713 | -#> |.....................| -0.5320 | -1.492 | -1.346 | -2.030 | -#> |.....................| 1.374 | 0.8089 | 1.804 | -5.854 | -#> |.....................| -1.303 | 0.2787 | -1.170 | -0.8602 | -#> |<span style='font-weight: bold;'> 106</span>| 467.25360 | 1.017 | -1.902 | -0.9116 | -0.7577 | -#> |.....................| -0.9793 | -1.516 | 1.778 | -1.859 | -#> |.....................| -0.8879 | -0.4790 | -0.8833 | -1.168 | -#> |.....................| -0.6195 | -0.8545 | -0.9948 | -0.3959 | -#> | U| 467.2536 | 92.51 | -6.102 | -0.8910 | -2.020 | -#> |.....................| -4.592 | 0.1685 | 1.931 | 0.02992 | -#> |.....................| 0.8245 | 0.06994 | 0.7263 | 0.6374 | -#> |.....................| 1.477 | 0.9722 | 0.7590 | 1.786 | -#> | X|<span style='font-weight: bold;'> 467.2536</span> | 92.51 | 0.002239 | 0.2909 | 0.1326 | -#> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02992 | -#> |.....................| 0.8245 | 0.06994 | 0.7263 | 0.6374 | -#> |.....................| 1.477 | 0.9722 | 0.7590 | 1.786 | -#> | F| Forward Diff. | 3.196 | 0.08873 | 2.446 | 0.1672 | -#> |.....................| -0.5342 | -1.484 | -1.056 | -1.956 | -#> |.....................| 1.373 | 0.7965 | 2.077 | -5.722 | -#> |.....................| -1.292 | 0.2471 | -1.040 | -0.8496 | -#> |<span style='font-weight: bold;'> 107</span>| 467.24389 | 1.015 | -1.902 | -0.9128 | -0.7578 | -#> |.....................| -0.9790 | -1.515 | 1.778 | -1.858 | -#> |.....................| -0.8886 | -0.4794 | -0.8844 | -1.165 | -#> |.....................| -0.6188 | -0.8546 | -0.9942 | -0.3955 | -#> | U| 467.24389 | 92.37 | -6.102 | -0.8922 | -2.020 | -#> |.....................| -4.592 | 0.1688 | 1.931 | 0.02995 | -#> |.....................| 0.8242 | 0.06993 | 0.7255 | 0.6400 | -#> |.....................| 1.477 | 0.9721 | 0.7595 | 1.786 | -#> | X|<span style='font-weight: bold;'> 467.24389</span> | 92.37 | 0.002239 | 0.2907 | 0.1326 | -#> |.....................| 0.01014 | 0.5421 | 1.931 | 0.02995 | -#> |.....................| 0.8242 | 0.06993 | 0.7255 | 0.6400 | -#> |.....................| 1.477 | 0.9721 | 0.7595 | 1.786 | -#> | F| Forward Diff. | -15.43 | 0.07336 | 2.305 | 0.1893 | -#> |.....................| -0.5256 | -1.495 | -1.329 | -2.142 | -#> |.....................| 1.357 | 0.9382 | 1.940 | -3.165 | -#> |.....................| -1.157 | 0.2760 | -0.9277 | -0.8566 | -#> |<span style='font-weight: bold;'> 108</span>| 467.22397 | 1.017 | -1.902 | -0.9138 | -0.7581 | -#> |.....................| -0.9782 | -1.514 | 1.778 | -1.857 | -#> |.....................| -0.8889 | -0.4797 | -0.8863 | -1.164 | -#> |.....................| -0.6190 | -0.8552 | -0.9945 | -0.3935 | -#> | U| 467.22397 | 92.56 | -6.102 | -0.8930 | -2.020 | -#> |.....................| -4.591 | 0.1692 | 1.931 | 0.02998 | -#> |.....................| 0.8241 | 0.06992 | 0.7241 | 0.6409 | -#> |.....................| 1.477 | 0.9715 | 0.7593 | 1.789 | -#> | X|<span style='font-weight: bold;'> 467.22397</span> | 92.56 | 0.002238 | 0.2905 | 0.1326 | -#> |.....................| 0.01015 | 0.5422 | 1.931 | 0.02998 | -#> |.....................| 0.8241 | 0.06992 | 0.7241 | 0.6409 | -#> |.....................| 1.477 | 0.9715 | 0.7593 | 1.789 | -#> | F| Forward Diff. | 8.612 | 0.07601 | 2.377 | 0.1597 | -#> |.....................| -0.5308 | -1.476 | -1.038 | -1.834 | -#> |.....................| 1.332 | 0.7679 | 2.039 | -3.039 | -#> |.....................| -1.288 | 0.2037 | -1.093 | -0.8313 | -#> |<span style='font-weight: bold;'> 109</span>| 467.20858 | 1.016 | -1.903 | -0.9153 | -0.7584 | -#> |.....................| -0.9772 | -1.513 | 1.777 | -1.856 | -#> |.....................| -0.8896 | -0.4802 | -0.8882 | -1.164 | -#> |.....................| -0.6194 | -0.8560 | -0.9946 | -0.3915 | -#> | U| 467.20858 | 92.46 | -6.103 | -0.8944 | -2.021 | -#> |.....................| -4.590 | 0.1698 | 1.931 | 0.03001 | -#> |.....................| 0.8238 | 0.06990 | 0.7227 | 0.6411 | -#> |.....................| 1.477 | 0.9707 | 0.7591 | 1.791 | -#> | X|<span style='font-weight: bold;'> 467.20858</span> | 92.46 | 0.002236 | 0.2902 | 0.1325 | -#> |.....................| 0.01016 | 0.5423 | 1.931 | 0.03001 | -#> |.....................| 0.8238 | 0.06990 | 0.7227 | 0.6411 | -#> |.....................| 1.477 | 0.9707 | 0.7591 | 1.791 | -#> | F| Forward Diff. | -3.651 | 0.07137 | 2.259 | 0.1744 | -#> |.....................| -0.5171 | -1.486 | -1.304 | -1.934 | -#> |.....................| 1.324 | 0.7910 | 1.690 | -3.053 | -#> |.....................| -1.233 | 0.1999 | -1.046 | -0.8164 | -#> |<span style='font-weight: bold;'> 110</span>| 467.19548 | 1.017 | -1.903 | -0.9170 | -0.7588 | -#> |.....................| -0.9762 | -1.512 | 1.778 | -1.855 | -#> |.....................| -0.8906 | -0.4808 | -0.8898 | -1.163 | -#> |.....................| -0.6195 | -0.8567 | -0.9946 | -0.3897 | -#> | U| 467.19548 | 92.56 | -6.103 | -0.8959 | -2.021 | -#> |.....................| -4.589 | 0.1705 | 1.931 | 0.03005 | -#> |.....................| 0.8234 | 0.06989 | 0.7215 | 0.6417 | -#> |.....................| 1.477 | 0.9701 | 0.7592 | 1.793 | -#> | X|<span style='font-weight: bold;'> 467.19548</span> | 92.56 | 0.002235 | 0.2899 | 0.1325 | -#> |.....................| 0.01017 | 0.5425 | 1.931 | 0.03005 | -#> |.....................| 0.8234 | 0.06989 | 0.7215 | 0.6417 | -#> |.....................| 1.477 | 0.9701 | 0.7592 | 1.793 | -#> | F| Forward Diff. | 9.695 | 0.07360 | 2.256 | 0.1610 | -#> |.....................| -0.5147 | -1.467 | -1.275 | -1.734 | -#> |.....................| 1.307 | 0.8740 | 2.039 | -5.568 | -#> |.....................| -1.898 | -0.2550 | -1.273 | -0.7762 | -#> |<span style='font-weight: bold;'> 111</span>| 467.17845 | 1.016 | -1.904 | -0.9175 | -0.7593 | -#> |.....................| -0.9751 | -1.510 | 1.777 | -1.854 | -#> |.....................| -0.8907 | -0.4813 | -0.8918 | -1.161 | -#> |.....................| -0.6194 | -0.8571 | -0.9949 | -0.3876 | -#> | U| 467.17845 | 92.50 | -6.104 | -0.8963 | -2.022 | -#> |.....................| -4.588 | 0.1711 | 1.930 | 0.03007 | -#> |.....................| 0.8234 | 0.06987 | 0.7201 | 0.6433 | -#> |.....................| 1.477 | 0.9697 | 0.7589 | 1.796 | -#> | X|<span style='font-weight: bold;'> 467.17845</span> | 92.50 | 0.002234 | 0.2898 | 0.1324 | -#> |.....................| 0.01018 | 0.5427 | 1.930 | 0.03007 | -#> |.....................| 0.8234 | 0.06987 | 0.7201 | 0.6433 | -#> |.....................| 1.477 | 0.9697 | 0.7589 | 1.796 | -#> | F| Forward Diff. | 2.021 | 0.06308 | 2.194 | 0.1658 | -#> |.....................| -0.5050 | -1.471 | -1.283 | -1.811 | -#> |.....................| 1.304 | 0.7659 | 1.629 | -2.860 | -#> |.....................| -1.234 | 0.1434 | -1.025 | -0.7796 | -#> |<span style='font-weight: bold;'> 112</span>| 467.16518 | 1.015 | -1.904 | -0.9192 | -0.7596 | -#> |.....................| -0.9742 | -1.509 | 1.777 | -1.853 | -#> |.....................| -0.8917 | -0.4819 | -0.8931 | -1.160 | -#> |.....................| -0.6190 | -0.8574 | -0.9946 | -0.3864 | -#> | U| 467.16518 | 92.39 | -6.104 | -0.8978 | -2.022 | -#> |.....................| -4.587 | 0.1719 | 1.931 | 0.03011 | -#> |.....................| 0.8229 | 0.06985 | 0.7191 | 0.6447 | -#> |.....................| 1.477 | 0.9694 | 0.7592 | 1.797 | -#> | X|<span style='font-weight: bold;'> 467.16518</span> | 92.39 | 0.002234 | 0.2895 | 0.1324 | -#> |.....................| 0.01019 | 0.5429 | 1.931 | 0.03011 | -#> |.....................| 0.8229 | 0.06985 | 0.7191 | 0.6447 | -#> |.....................| 1.477 | 0.9694 | 0.7592 | 1.797 | -#> | F| Forward Diff. | -11.15 | 0.05292 | 2.063 | 0.1800 | -#> |.....................| -0.4962 | -1.473 | -0.9311 | -1.912 | -#> |.....................| 1.287 | 0.8965 | 1.659 | -5.399 | -#> |.....................| -1.766 | -0.2649 | -1.228 | -0.7899 | -#> |<span style='font-weight: bold;'> 113</span>| 467.14275 | 1.016 | -1.904 | -0.9201 | -0.7599 | -#> |.....................| -0.9736 | -1.507 | 1.777 | -1.851 | -#> |.....................| -0.8922 | -0.4826 | -0.8948 | -1.157 | -#> |.....................| -0.6182 | -0.8576 | -0.9943 | -0.3850 | -#> | U| 467.14275 | 92.43 | -6.104 | -0.8986 | -2.022 | -#> |.....................| -4.586 | 0.1725 | 1.931 | 0.03014 | -#> |.....................| 0.8227 | 0.06984 | 0.7179 | 0.6470 | -#> |.....................| 1.478 | 0.9693 | 0.7594 | 1.799 | -#> | X|<span style='font-weight: bold;'> 467.14275</span> | 92.43 | 0.002233 | 0.2893 | 0.1324 | -#> |.....................| 0.01019 | 0.5430 | 1.931 | 0.03014 | -#> |.....................| 0.8227 | 0.06984 | 0.7179 | 0.6470 | -#> |.....................| 1.478 | 0.9693 | 0.7594 | 1.799 | -#> | F| Forward Diff. | -6.177 | 0.04590 | 2.051 | 0.1758 | -#> |.....................| -0.4936 | -1.461 | -0.9893 | -1.828 | -#> |.....................| 1.266 | 0.7615 | 1.545 | -5.206 | -#> |.....................| -1.792 | -0.2512 | -1.220 | -0.7551 | -#> |<span style='font-weight: bold;'> 114</span>| 467.10820 | 1.017 | -1.905 | -0.9220 | -0.7605 | -#> |.....................| -0.9724 | -1.505 | 1.777 | -1.849 | -#> |.....................| -0.8932 | -0.4835 | -0.8976 | -1.151 | -#> |.....................| -0.6164 | -0.8576 | -0.9935 | -0.3828 | -#> | U| 467.1082 | 92.55 | -6.105 | -0.9003 | -2.023 | -#> |.....................| -4.585 | 0.1737 | 1.930 | 0.03020 | -#> |.....................| 0.8223 | 0.06981 | 0.7158 | 0.6522 | -#> |.....................| 1.480 | 0.9692 | 0.7601 | 1.802 | -#> | X|<span style='font-weight: bold;'> 467.1082</span> | 92.55 | 0.002232 | 0.2890 | 0.1323 | -#> |.....................| 0.01020 | 0.5433 | 1.930 | 0.03020 | -#> |.....................| 0.8223 | 0.06981 | 0.7158 | 0.6522 | -#> |.....................| 1.480 | 0.9692 | 0.7601 | 1.802 | -#> | F| Forward Diff. | 8.449 | 0.03092 | 2.044 | 0.1611 | -#> |.....................| -0.4934 | -1.430 | -1.221 | -1.596 | -#> |.....................| 1.229 | 0.8691 | 1.875 | -2.123 | -#> |.....................| -1.605 | -0.2558 | -1.009 | -0.7122 | -#> |<span style='font-weight: bold;'> 115</span>| 467.10106 | 1.014 | -1.905 | -0.9236 | -0.7611 | -#> |.....................| -0.9712 | -1.502 | 1.777 | -1.847 | -#> |.....................| -0.8940 | -0.4849 | -0.9012 | -1.147 | -#> |.....................| -0.6148 | -0.8578 | -0.9928 | -0.3803 | -#> | U| 467.10106 | 92.28 | -6.105 | -0.9017 | -2.023 | -#> |.....................| -4.584 | 0.1749 | 1.930 | 0.03026 | -#> |.....................| 0.8220 | 0.06977 | 0.7132 | 0.6562 | -#> |.....................| 1.482 | 0.9690 | 0.7607 | 1.805 | -#> | X|<span style='font-weight: bold;'> 467.10106</span> | 92.28 | 0.002232 | 0.2887 | 0.1322 | -#> |.....................| 0.01022 | 0.5436 | 1.930 | 0.03026 | -#> |.....................| 0.8220 | 0.06977 | 0.7132 | 0.6562 | -#> |.....................| 1.482 | 0.9690 | 0.7607 | 1.805 | -#> | F| Forward Diff. | -24.17 | 0.001665 | 1.814 | 0.1960 | -#> |.....................| -0.4738 | -1.444 | -0.8955 | -1.908 | -#> |.....................| 1.221 | 0.7910 | 1.755 | -3.560 | -#> |.....................| -2.244 | -0.2675 | -0.8607 | -0.7175 | -#> |<span style='font-weight: bold;'> 116</span>| 467.04630 | 1.016 | -1.905 | -0.9246 | -0.7619 | -#> |.....................| -0.9696 | -1.499 | 1.777 | -1.845 | -#> |.....................| -0.8944 | -0.4866 | -0.9055 | -1.143 | -#> |.....................| -0.6133 | -0.8582 | -0.9923 | -0.3775 | -#> | U| 467.0463 | 92.45 | -6.105 | -0.9026 | -2.024 | -#> |.....................| -4.582 | 0.1762 | 1.930 | 0.03032 | -#> |.....................| 0.8218 | 0.06972 | 0.7101 | 0.6601 | -#> |.....................| 1.484 | 0.9686 | 0.7611 | 1.808 | -#> | X|<span style='font-weight: bold;'> 467.0463</span> | 92.45 | 0.002231 | 0.2885 | 0.1321 | -#> |.....................| 0.01023 | 0.5439 | 1.930 | 0.03032 | -#> |.....................| 0.8218 | 0.06972 | 0.7101 | 0.6601 | -#> |.....................| 1.484 | 0.9686 | 0.7611 | 1.808 | -#> | F| Forward Diff. | -2.647 | -0.007887 | 1.876 | 0.1719 | -#> |.....................| -0.4730 | -1.410 | -0.8701 | -1.589 | -#> |.....................| 1.184 | 0.7244 | 1.544 | -4.110 | -#> |.....................| -1.544 | -0.3120 | -0.9430 | -0.6527 | -#> |<span style='font-weight: bold;'> 117</span>| 467.02543 | 1.017 | -1.906 | -0.9263 | -0.7625 | -#> |.....................| -0.9684 | -1.497 | 1.777 | -1.843 | -#> |.....................| -0.8954 | -0.4879 | -0.9089 | -1.137 | -#> |.....................| -0.6116 | -0.8583 | -0.9915 | -0.3753 | -#> | U| 467.02543 | 92.58 | -6.106 | -0.9041 | -2.025 | -#> |.....................| -4.581 | 0.1775 | 1.930 | 0.03038 | -#> |.....................| 0.8214 | 0.06968 | 0.7076 | 0.6649 | -#> |.....................| 1.486 | 0.9686 | 0.7618 | 1.811 | -#> | X|<span style='font-weight: bold;'> 467.02543</span> | 92.58 | 0.002230 | 0.2882 | 0.1320 | -#> |.....................| 0.01025 | 0.5443 | 1.930 | 0.03038 | -#> |.....................| 0.8214 | 0.06968 | 0.7076 | 0.6649 | -#> |.....................| 1.486 | 0.9686 | 0.7618 | 1.811 | -#> | F| Forward Diff. | 12.94 | -0.02385 | 1.879 | 0.1542 | -#> |.....................| -0.4735 | -1.378 | -0.8918 | -1.355 | -#> |.....................| 1.131 | 0.6590 | 1.631 | -3.618 | -#> |.....................| -1.430 | -0.2321 | -0.8462 | -0.6495 | -#> |<span style='font-weight: bold;'> 118</span>| 466.99646 | 1.016 | -1.906 | -0.9273 | -0.7632 | -#> |.....................| -0.9670 | -1.494 | 1.776 | -1.841 | -#> |.....................| -0.8958 | -0.4892 | -0.9132 | -1.133 | -#> |.....................| -0.6101 | -0.8587 | -0.9911 | -0.3725 | -#> | U| 466.99646 | 92.42 | -6.106 | -0.9050 | -2.026 | -#> |.....................| -4.579 | 0.1788 | 1.930 | 0.03043 | -#> |.....................| 0.8212 | 0.06964 | 0.7044 | 0.6690 | -#> |.....................| 1.488 | 0.9682 | 0.7622 | 1.814 | -#> | X|<span style='font-weight: bold;'> 466.99646</span> | 92.42 | 0.002230 | 0.2880 | 0.1319 | -#> |.....................| 0.01026 | 0.5446 | 1.930 | 0.03043 | -#> |.....................| 0.8212 | 0.06964 | 0.7044 | 0.6690 | -#> |.....................| 1.488 | 0.9682 | 0.7622 | 1.814 | -#> | F| Forward Diff. | -5.590 | -0.05004 | 1.738 | 0.1737 | -#> |.....................| -0.4573 | -1.378 | -0.8791 | -1.534 | -#> |.....................| 1.117 | 0.8064 | 1.528 | -3.141 | -#> |.....................| -0.8220 | 0.1296 | -0.3838 | -0.6246 | -#> |<span style='font-weight: bold;'> 119</span>| 466.97639 | 1.017 | -1.906 | -0.9282 | -0.7640 | -#> |.....................| -0.9655 | -1.490 | 1.776 | -1.839 | -#> |.....................| -0.8964 | -0.4910 | -0.9175 | -1.129 | -#> |.....................| -0.6092 | -0.8593 | -0.9910 | -0.3693 | -#> | U| 466.97639 | 92.52 | -6.106 | -0.9059 | -2.026 | -#> |.....................| -4.578 | 0.1803 | 1.930 | 0.03049 | -#> |.....................| 0.8210 | 0.06959 | 0.7013 | 0.6726 | -#> |.....................| 1.489 | 0.9676 | 0.7623 | 1.818 | -#> | X|<span style='font-weight: bold;'> 466.97639</span> | 92.52 | 0.002230 | 0.2878 | 0.1318 | -#> |.....................| 0.01028 | 0.5450 | 1.930 | 0.03049 | -#> |.....................| 0.8210 | 0.06959 | 0.7013 | 0.6726 | -#> |.....................| 1.489 | 0.9676 | 0.7623 | 1.818 | -#> | F| Forward Diff. | 7.027 | -0.06281 | 1.755 | 0.1604 | -#> |.....................| -0.4507 | -1.349 | -0.8053 | -1.299 | -#> |.....................| 1.095 | 0.6623 | 1.032 | -2.794 | -#> |.....................| -0.8171 | 0.07286 | -0.3538 | -0.5889 | -#> |<span style='font-weight: bold;'> 120</span>| 466.96001 | 1.015 | -1.906 | -0.9299 | -0.7649 | -#> |.....................| -0.9637 | -1.486 | 1.775 | -1.837 | -#> |.....................| -0.8976 | -0.4931 | -0.9192 | -1.125 | -#> |.....................| -0.6091 | -0.8600 | -0.9916 | -0.3657 | -#> | U| 466.96001 | 92.40 | -6.106 | -0.9074 | -2.027 | -#> |.....................| -4.576 | 0.1824 | 1.930 | 0.03055 | -#> |.....................| 0.8205 | 0.06953 | 0.7000 | 0.6758 | -#> |.....................| 1.489 | 0.9669 | 0.7618 | 1.823 | -#> | X|<span style='font-weight: bold;'> 466.96001</span> | 92.40 | 0.002230 | 0.2875 | 0.1317 | -#> |.....................| 0.01029 | 0.5455 | 1.930 | 0.03055 | -#> |.....................| 0.8205 | 0.06953 | 0.7000 | 0.6758 | -#> |.....................| 1.489 | 0.9669 | 0.7618 | 1.823 | -#> | F| Forward Diff. | -7.315 | -0.08361 | 1.595 | 0.1755 | -#> |.....................| -0.4289 | -1.331 | -0.8104 | -1.428 | -#> |.....................| 1.055 | 0.7710 | 1.242 | -2.826 | -#> |.....................| -1.346 | -0.3282 | -0.6399 | -0.5709 | -#> |<span style='font-weight: bold;'> 121</span>| 466.94053 | 1.016 | -1.905 | -0.9315 | -0.7662 | -#> |.....................| -0.9617 | -1.480 | 1.774 | -1.835 | -#> |.....................| -0.8987 | -0.4954 | -0.9193 | -1.121 | -#> |.....................| -0.6079 | -0.8601 | -0.9919 | -0.3632 | -#> | U| 466.94053 | 92.48 | -6.105 | -0.9088 | -2.029 | -#> |.....................| -4.574 | 0.1849 | 1.929 | 0.03061 | -#> |.....................| 0.8200 | 0.06946 | 0.6999 | 0.6792 | -#> |.....................| 1.490 | 0.9668 | 0.7615 | 1.826 | -#> | X|<span style='font-weight: bold;'> 466.94053</span> | 92.48 | 0.002231 | 0.2873 | 0.1315 | -#> |.....................| 0.01031 | 0.5461 | 1.929 | 0.03061 | -#> |.....................| 0.8200 | 0.06946 | 0.6999 | 0.6792 | -#> |.....................| 1.490 | 0.9668 | 0.7615 | 1.826 | -#> | F| Forward Diff. | 2.448 | -0.09452 | 1.578 | 0.1631 | -#> |.....................| -0.4178 | -1.275 | -0.7880 | -1.291 | -#> |.....................| 1.013 | 0.7275 | 1.336 | -0.1176 | -#> |.....................| -1.297 | -0.2757 | -0.6338 | -0.5586 | -#> |<span style='font-weight: bold;'> 122</span>| 466.92529 | 1.015 | -1.905 | -0.9321 | -0.7676 | -#> |.....................| -0.9593 | -1.476 | 1.775 | -1.833 | -#> |.....................| -0.8992 | -0.4984 | -0.9232 | -1.122 | -#> |.....................| -0.6063 | -0.8604 | -0.9916 | -0.3612 | -#> | U| 466.92529 | 92.34 | -6.105 | -0.9093 | -2.030 | -#> |.....................| -4.572 | 0.1871 | 1.930 | 0.03066 | -#> |.....................| 0.8198 | 0.06938 | 0.6971 | 0.6791 | -#> |.....................| 1.492 | 0.9666 | 0.7618 | 1.828 | -#> | X|<span style='font-weight: bold;'> 466.92529</span> | 92.34 | 0.002233 | 0.2871 | 0.1313 | -#> |.....................| 0.01034 | 0.5466 | 1.930 | 0.03066 | -#> |.....................| 0.8198 | 0.06938 | 0.6971 | 0.6791 | -#> |.....................| 1.492 | 0.9666 | 0.7618 | 1.828 | -#> | F| Forward Diff. | -12.72 | -0.09950 | 1.479 | 0.1754 | -#> |.....................| -0.4012 | -1.242 | -0.7866 | -1.413 | -#> |.....................| 0.9668 | 0.6187 | 0.9349 | -2.630 | -#> |.....................| -1.260 | -0.3489 | -0.4063 | -0.5476 | -#> |<span style='font-weight: bold;'> 123</span>| 466.89942 | 1.016 | -1.904 | -0.9326 | -0.7693 | -#> |.....................| -0.9564 | -1.470 | 1.775 | -1.832 | -#> |.....................| -0.8995 | -0.5006 | -0.9260 | -1.122 | -#> |.....................| -0.6055 | -0.8609 | -0.9921 | -0.3587 | -#> | U| 466.89942 | 92.48 | -6.104 | -0.9097 | -2.032 | -#> |.....................| -4.569 | 0.1897 | 1.929 | 0.03069 | -#> |.....................| 0.8197 | 0.06931 | 0.6950 | 0.6788 | -#> |.....................| 1.493 | 0.9661 | 0.7614 | 1.831 | -#> | X|<span style='font-weight: bold;'> 466.89942</span> | 92.48 | 0.002235 | 0.2871 | 0.1311 | -#> |.....................| 0.01037 | 0.5473 | 1.929 | 0.03069 | -#> |.....................| 0.8197 | 0.06931 | 0.6950 | 0.6788 | -#> |.....................| 1.493 | 0.9661 | 0.7614 | 1.831 | -#> | F| Forward Diff. | 3.439 | -0.09008 | 1.544 | 0.1555 | -#> |.....................| -0.3845 | -1.174 | -0.7709 | -1.201 | -#> |.....................| 0.9305 | 0.6799 | 1.153 | -2.871 | -#> |.....................| -1.766 | -0.2963 | -0.5389 | -0.5305 | -#> |<span style='font-weight: bold;'> 124</span>| 466.87885 | 1.016 | -1.902 | -0.9335 | -0.7713 | -#> |.....................| -0.9544 | -1.465 | 1.775 | -1.831 | -#> |.....................| -0.8988 | -0.5028 | -0.9291 | -1.120 | -#> |.....................| -0.6025 | -0.8609 | -0.9918 | -0.3573 | -#> | U| 466.87885 | 92.42 | -6.102 | -0.9106 | -2.034 | -#> |.....................| -4.567 | 0.1922 | 1.930 | 0.03072 | -#> |.....................| 0.8200 | 0.06925 | 0.6928 | 0.6803 | -#> |.....................| 1.497 | 0.9661 | 0.7616 | 1.833 | -#> | X|<span style='font-weight: bold;'> 466.87885</span> | 92.42 | 0.002239 | 0.2869 | 0.1309 | -#> |.....................| 0.01039 | 0.5479 | 1.930 | 0.03072 | -#> |.....................| 0.8200 | 0.06925 | 0.6928 | 0.6803 | -#> |.....................| 1.497 | 0.9661 | 0.7616 | 1.833 | -#> | F| Forward Diff. | -3.274 | -0.09794 | 1.477 | 0.1445 | -#> |.....................| -0.3711 | -1.126 | -0.7697 | -1.253 | -#> |.....................| 0.9213 | 0.5797 | 0.6929 | -2.254 | -#> |.....................| -0.4364 | 0.05549 | -0.07007 | -0.5105 | -#> |<span style='font-weight: bold;'> 125</span>| 466.87374 | 1.017 | -1.901 | -0.9363 | -0.7725 | -#> |.....................| -0.9523 | -1.459 | 1.775 | -1.829 | -#> |.....................| -0.9004 | -0.5050 | -0.9284 | -1.119 | -#> |.....................| -0.6029 | -0.8616 | -0.9930 | -0.3542 | -#> | U| 466.87374 | 92.57 | -6.101 | -0.9131 | -2.035 | -#> |.....................| -4.565 | 0.1945 | 1.929 | 0.03078 | -#> |.....................| 0.8193 | 0.06919 | 0.6933 | 0.6817 | -#> |.....................| 1.496 | 0.9655 | 0.7605 | 1.836 | -#> | X|<span style='font-weight: bold;'> 466.87374</span> | 92.57 | 0.002241 | 0.2864 | 0.1307 | -#> |.....................| 0.01041 | 0.5485 | 1.929 | 0.03078 | -#> |.....................| 0.8193 | 0.06919 | 0.6933 | 0.6817 | -#> |.....................| 1.496 | 0.9655 | 0.7605 | 1.836 | -#> | F| Forward Diff. | 13.60 | -0.09484 | 1.445 | 0.1251 | -#> |.....................| -0.3584 | -1.070 | -0.7354 | -1.048 | -#> |.....................| 0.8551 | 0.6144 | 0.8824 | -0.009520 | -#> |.....................| -0.4410 | 0.04024 | -0.2274 | -0.5153 | -#> |<span style='font-weight: bold;'> 126</span>| 466.85547 | 1.016 | -1.900 | -0.9388 | -0.7737 | -#> |.....................| -0.9500 | -1.454 | 1.774 | -1.828 | -#> |.....................| -0.9020 | -0.5070 | -0.9271 | -1.119 | -#> |.....................| -0.6040 | -0.8622 | -0.9946 | -0.3509 | -#> | U| 466.85547 | 92.42 | -6.100 | -0.9152 | -2.036 | -#> |.....................| -4.562 | 0.1970 | 1.929 | 0.03083 | -#> |.....................| 0.8186 | 0.06913 | 0.6942 | 0.6818 | -#> |.....................| 1.495 | 0.9648 | 0.7592 | 1.841 | -#> | X|<span style='font-weight: bold;'> 466.85547</span> | 92.42 | 0.002243 | 0.2859 | 0.1305 | -#> |.....................| 0.01044 | 0.5491 | 1.929 | 0.03083 | -#> |.....................| 0.8186 | 0.06913 | 0.6942 | 0.6818 | -#> |.....................| 1.495 | 0.9648 | 0.7592 | 1.841 | -#> | F| Forward Diff. | -2.539 | -0.09755 | 1.262 | 0.1433 | -#> |.....................| -0.3291 | -1.038 | -0.7482 | -1.225 | -#> |.....................| 0.8087 | 0.5023 | 0.8171 | -0.005344 | -#> |.....................| -0.4685 | 0.01356 | -0.1499 | -0.5112 | -#> |<span style='font-weight: bold;'> 127</span>| 466.84409 | 1.016 | -1.899 | -0.9408 | -0.7751 | -#> |.....................| -0.9477 | -1.449 | 1.774 | -1.826 | -#> |.....................| -0.9037 | -0.5088 | -0.9269 | -1.119 | -#> |.....................| -0.6048 | -0.8630 | -0.9960 | -0.3473 | -#> | U| 466.84409 | 92.47 | -6.099 | -0.9171 | -2.037 | -#> |.....................| -4.560 | 0.1996 | 1.929 | 0.03088 | -#> |.....................| 0.8179 | 0.06907 | 0.6944 | 0.6816 | -#> |.....................| 1.494 | 0.9641 | 0.7580 | 1.845 | -#> | X|<span style='font-weight: bold;'> 466.84409</span> | 92.47 | 0.002245 | 0.2856 | 0.1304 | -#> |.....................| 0.01046 | 0.5497 | 1.929 | 0.03088 | -#> |.....................| 0.8179 | 0.06907 | 0.6944 | 0.6816 | -#> |.....................| 1.494 | 0.9641 | 0.7580 | 1.845 | -#> | F| Forward Diff. | 3.205 | -0.09489 | 1.201 | 0.1289 | -#> |.....................| -0.3142 | -0.9889 | -0.7667 | -1.156 | -#> |.....................| 0.7401 | 0.5570 | 1.301 | -1.479 | -#> |.....................| -1.860 | -0.4540 | -0.5722 | -0.5005 | -#> |<span style='font-weight: bold;'> 128</span>| 466.83069 | 1.016 | -1.897 | -0.9405 | -0.7762 | -#> |.....................| -0.9462 | -1.443 | 1.775 | -1.825 | -#> |.....................| -0.9047 | -0.5101 | -0.9307 | -1.119 | -#> |.....................| -0.6046 | -0.8636 | -0.9969 | -0.3435 | -#> | U| 466.83069 | 92.41 | -6.097 | -0.9168 | -2.039 | -#> |.....................| -4.559 | 0.2019 | 1.929 | 0.03091 | -#> |.....................| 0.8175 | 0.06904 | 0.6917 | 0.6819 | -#> |.....................| 1.494 | 0.9635 | 0.7572 | 1.850 | -#> | X|<span style='font-weight: bold;'> 466.83069</span> | 92.41 | 0.002250 | 0.2856 | 0.1302 | -#> |.....................| 0.01048 | 0.5503 | 1.929 | 0.03091 | -#> |.....................| 0.8175 | 0.06904 | 0.6917 | 0.6819 | -#> |.....................| 1.494 | 0.9635 | 0.7572 | 1.850 | -#> |<span style='font-weight: bold;'> 129</span>| 466.81923 | 1.016 | -1.894 | -0.9398 | -0.7773 | -#> |.....................| -0.9447 | -1.438 | 1.775 | -1.824 | -#> |.....................| -0.9056 | -0.5113 | -0.9343 | -1.119 | -#> |.....................| -0.6049 | -0.8643 | -0.9979 | -0.3395 | -#> | U| 466.81923 | 92.43 | -6.094 | -0.9162 | -2.040 | -#> |.....................| -4.557 | 0.2043 | 1.930 | 0.03094 | -#> |.....................| 0.8171 | 0.06900 | 0.6890 | 0.6818 | -#> |.....................| 1.494 | 0.9628 | 0.7563 | 1.854 | -#> | X|<span style='font-weight: bold;'> 466.81923</span> | 92.43 | 0.002255 | 0.2857 | 0.1301 | -#> |.....................| 0.01049 | 0.5509 | 1.930 | 0.03094 | -#> |.....................| 0.8171 | 0.06900 | 0.6890 | 0.6818 | -#> |.....................| 1.494 | 0.9628 | 0.7563 | 1.854 | -#> |<span style='font-weight: bold;'> 130</span>| 466.78977 | 1.016 | -1.887 | -0.9376 | -0.7810 | -#> |.....................| -0.9400 | -1.422 | 1.776 | -1.820 | -#> |.....................| -0.9086 | -0.5153 | -0.9461 | -1.119 | -#> |.....................| -0.6057 | -0.8666 | -1.001 | -0.3266 | -#> | U| 466.78977 | 92.47 | -6.087 | -0.9142 | -2.043 | -#> |.....................| -4.552 | 0.2120 | 1.930 | 0.03105 | -#> |.....................| 0.8159 | 0.06889 | 0.6804 | 0.6815 | -#> |.....................| 1.493 | 0.9606 | 0.7533 | 1.870 | -#> | X|<span style='font-weight: bold;'> 466.78977</span> | 92.47 | 0.002272 | 0.2861 | 0.1296 | -#> |.....................| 0.01054 | 0.5528 | 1.930 | 0.03105 | -#> |.....................| 0.8159 | 0.06889 | 0.6804 | 0.6815 | -#> |.....................| 1.493 | 0.9606 | 0.7533 | 1.870 | -#> |<span style='font-weight: bold;'> 131</span>| 466.76586 | 1.017 | -1.875 | -0.9340 | -0.7871 | -#> |.....................| -0.9321 | -1.394 | 1.779 | -1.814 | -#> |.....................| -0.9134 | -0.5218 | -0.9656 | -1.119 | -#> |.....................| -0.6071 | -0.8705 | -1.007 | -0.3052 | -#> | U| 466.76586 | 92.53 | -6.075 | -0.9110 | -2.049 | -#> |.....................| -4.545 | 0.2247 | 1.931 | 0.03121 | -#> |.....................| 0.8139 | 0.06870 | 0.6661 | 0.6811 | -#> |.....................| 1.491 | 0.9569 | 0.7485 | 1.896 | -#> | X|<span style='font-weight: bold;'> 466.76586</span> | 92.53 | 0.002300 | 0.2868 | 0.1288 | -#> |.....................| 0.01062 | 0.5559 | 1.931 | 0.03121 | -#> |.....................| 0.8139 | 0.06870 | 0.6661 | 0.6811 | -#> |.....................| 1.491 | 0.9569 | 0.7485 | 1.896 | -#> | F| Forward Diff. | 10.71 | -0.05605 | 1.440 | 0.09508 | -#> |.....................| -0.1459 | -0.5070 | -0.9907 | -0.8007 | -#> |.....................| 0.4069 | 0.2923 | 0.01818 | -1.553 | -#> |.....................| -1.109 | -0.3306 | -0.3991 | -0.2309 | -#> |<span style='font-weight: bold;'> 132</span>| 466.72646 | 1.014 | -1.848 | -0.9815 | -0.8092 | -#> |.....................| -0.9160 | -1.342 | 1.783 | -1.808 | -#> |.....................| -0.9032 | -0.5322 | -0.9570 | -1.117 | -#> |.....................| -0.6032 | -0.8748 | -1.022 | -0.2748 | -#> | U| 466.72646 | 92.30 | -6.048 | -0.9533 | -2.072 | -#> |.....................| -4.528 | 0.2483 | 1.933 | 0.03140 | -#> |.....................| 0.8182 | 0.06840 | 0.6724 | 0.6828 | -#> |.....................| 1.496 | 0.9528 | 0.7357 | 1.933 | -#> | X|<span style='font-weight: bold;'> 466.72646</span> | 92.30 | 0.002362 | 0.2782 | 0.1260 | -#> |.....................| 0.01080 | 0.5618 | 1.933 | 0.03140 | -#> |.....................| 0.8182 | 0.06840 | 0.6724 | 0.6828 | -#> |.....................| 1.496 | 0.9528 | 0.7357 | 1.933 | -#> | F| Forward Diff. | -13.11 | -0.01237 | -0.5306 | 0.001870 | -#> |.....................| 0.01074 | -0.001553 | -0.5011 | -1.124 | -#> |.....................| 0.5240 | 0.3999 | 0.1337 | 0.6209 | -#> |.....................| -0.3667 | -0.5464 | -0.9326 | -0.1861 | -#> |<span style='font-weight: bold;'> 133</span>| 466.72714 | 1.014 | -1.830 | -0.9704 | -0.8250 | -#> |.....................| -0.9153 | -1.342 | 1.791 | -1.785 | -#> |.....................| -0.9449 | -0.5943 | -0.9266 | -1.116 | -#> |.....................| -0.5962 | -0.8737 | -1.020 | -0.2698 | -#> | U| 466.72714 | 92.32 | -6.030 | -0.9434 | -2.087 | -#> |.....................| -4.528 | 0.2486 | 1.936 | 0.03205 | -#> |.....................| 0.8009 | 0.06660 | 0.6946 | 0.6846 | -#> |.....................| 1.504 | 0.9539 | 0.7372 | 1.939 | -#> | X|<span style='font-weight: bold;'> 466.72714</span> | 92.32 | 0.002405 | 0.2802 | 0.1240 | -#> |.....................| 0.01081 | 0.5618 | 1.936 | 0.03205 | -#> |.....................| 0.8009 | 0.06660 | 0.6946 | 0.6846 | -#> |.....................| 1.504 | 0.9539 | 0.7372 | 1.939 | -#> |<span style='font-weight: bold;'> 134</span>| 466.69721 | 1.015 | -1.839 | -0.9760 | -0.8170 | -#> |.....................| -0.9156 | -1.342 | 1.787 | -1.797 | -#> |.....................| -0.9238 | -0.5630 | -0.9420 | -1.117 | -#> |.....................| -0.5997 | -0.8742 | -1.021 | -0.2723 | -#> | U| 466.69721 | 92.41 | -6.039 | -0.9484 | -2.079 | -#> |.....................| -4.528 | 0.2485 | 1.935 | 0.03173 | -#> |.....................| 0.8096 | 0.06750 | 0.6834 | 0.6836 | -#> |.....................| 1.500 | 0.9534 | 0.7365 | 1.936 | -#> | X|<span style='font-weight: bold;'> 466.69721</span> | 92.41 | 0.002383 | 0.2792 | 0.1250 | -#> |.....................| 0.01080 | 0.5618 | 1.935 | 0.03173 | -#> |.....................| 0.8096 | 0.06750 | 0.6834 | 0.6836 | -#> |.....................| 1.500 | 0.9534 | 0.7365 | 1.936 | -#> | F| Forward Diff. | 0.5723 | 0.006769 | -0.2879 | -0.06332 | -#> |.....................| 0.01114 | -0.03155 | -0.3915 | -0.7923 | -#> |.....................| -0.3201 | -0.2330 | 0.8086 | -1.424 | -#> |.....................| -0.3663 | -0.4815 | -0.7933 | -0.2384 | -#> |<span style='font-weight: bold;'> 135</span>| 466.73286 | 1.017 | -1.834 | -0.9731 | -0.8131 | -#> |.....................| -0.9227 | -1.351 | 1.796 | -1.779 | -#> |.....................| -0.9201 | -0.5595 | -0.9572 | -1.109 | -#> |.....................| -0.6142 | -0.8686 | -1.016 | -0.2440 | -#> | U| 466.73286 | 92.54 | -6.034 | -0.9458 | -2.075 | -#> |.....................| -4.535 | 0.2444 | 1.938 | 0.03223 | -#> |.....................| 0.8111 | 0.06760 | 0.6723 | 0.6901 | -#> |.....................| 1.483 | 0.9587 | 0.7409 | 1.970 | -#> | X|<span style='font-weight: bold;'> 466.73286</span> | 92.54 | 0.002396 | 0.2797 | 0.1255 | -#> |.....................| 0.01072 | 0.5608 | 1.938 | 0.03223 | -#> |.....................| 0.8111 | 0.06760 | 0.6723 | 0.6901 | -#> |.....................| 1.483 | 0.9587 | 0.7409 | 1.970 | -#> |<span style='font-weight: bold;'> 136</span>| 466.69733 | 1.015 | -1.838 | -0.9750 | -0.8159 | -#> |.....................| -0.9176 | -1.345 | 1.790 | -1.791 | -#> |.....................| -0.9226 | -0.5619 | -0.9467 | -1.114 | -#> |.....................| -0.6033 | -0.8723 | -1.019 | -0.2644 | -#> | U| 466.69733 | 92.40 | -6.038 | -0.9475 | -2.078 | -#> |.....................| -4.530 | 0.2474 | 1.936 | 0.03188 | -#> |.....................| 0.8101 | 0.06754 | 0.6799 | 0.6863 | -#> |.....................| 1.496 | 0.9552 | 0.7382 | 1.945 | -#> | X|<span style='font-weight: bold;'> 466.69733</span> | 92.40 | 0.002386 | 0.2794 | 0.1251 | -#> |.....................| 0.01078 | 0.5615 | 1.936 | 0.03188 | -#> |.....................| 0.8101 | 0.06754 | 0.6799 | 0.6863 | -#> |.....................| 1.496 | 0.9552 | 0.7382 | 1.945 | -#> |<span style='font-weight: bold;'> 137</span>| 466.69584 | 1.015 | -1.839 | -0.9754 | -0.8165 | -#> |.....................| -0.9164 | -1.343 | 1.788 | -1.794 | -#> |.....................| -0.9231 | -0.5623 | -0.9445 | -1.114 | -#> |.....................| -0.6009 | -0.8731 | -1.020 | -0.2689 | -#> | U| 466.69584 | 92.37 | -6.039 | -0.9478 | -2.079 | -#> |.....................| -4.529 | 0.2480 | 1.935 | 0.03180 | -#> |.....................| 0.8099 | 0.06752 | 0.6815 | 0.6857 | -#> |.....................| 1.499 | 0.9544 | 0.7377 | 1.940 | -#> | X|<span style='font-weight: bold;'> 466.69584</span> | 92.37 | 0.002384 | 0.2793 | 0.1251 | -#> |.....................| 0.01079 | 0.5617 | 1.935 | 0.03180 | -#> |.....................| 0.8099 | 0.06752 | 0.6815 | 0.6857 | -#> |.....................| 1.499 | 0.9544 | 0.7377 | 1.940 | -#> | F| Forward Diff. | -3.069 | -0.001275 | -0.2861 | -0.04975 | -#> |.....................| 0.01387 | -0.05203 | -0.3437 | -0.7173 | -#> |.....................| -0.2694 | -0.1778 | 0.5026 | 0.8511 | -#> |.....................| -0.9213 | -0.7376 | -0.9765 | -0.1682 | -#> |<span style='font-weight: bold;'> 138</span>| 466.68962 | 1.016 | -1.839 | -0.9764 | -0.8159 | -#> |.....................| -0.9167 | -1.342 | 1.790 | -1.793 | -#> |.....................| -0.9191 | -0.5597 | -0.9461 | -1.115 | -#> |.....................| -0.6002 | -0.8712 | -1.018 | -0.2680 | -#> | U| 466.68962 | 92.46 | -6.039 | -0.9488 | -2.078 | -#> |.....................| -4.529 | 0.2485 | 1.936 | 0.03184 | -#> |.....................| 0.8115 | 0.06760 | 0.6803 | 0.6854 | -#> |.....................| 1.499 | 0.9562 | 0.7392 | 1.941 | -#> | X|<span style='font-weight: bold;'> 466.68962</span> | 92.46 | 0.002385 | 0.2791 | 0.1251 | -#> |.....................| 0.01079 | 0.5618 | 1.936 | 0.03184 | -#> |.....................| 0.8115 | 0.06760 | 0.6803 | 0.6854 | -#> |.....................| 1.499 | 0.9562 | 0.7392 | 1.941 | -#> | F| Forward Diff. | 6.342 | 0.001592 | -0.2787 | -0.05882 | -#> |.....................| 0.004933 | -0.02534 | -0.4440 | -0.5467 | -#> |.....................| -0.1484 | -0.03146 | 0.4648 | -1.264 | -#> |.....................| -0.3607 | -0.2274 | -0.5157 | -0.1312 | -#> |<span style='font-weight: bold;'> 139</span>| 466.68314 | 1.015 | -1.839 | -0.9751 | -0.8151 | -#> |.....................| -0.9166 | -1.339 | 1.792 | -1.792 | -#> |.....................| -0.9160 | -0.5585 | -0.9470 | -1.115 | -#> |.....................| -0.5998 | -0.8691 | -1.016 | -0.2676 | -#> | U| 466.68314 | 92.36 | -6.039 | -0.9476 | -2.077 | -#> |.....................| -4.529 | 0.2501 | 1.937 | 0.03187 | -#> |.....................| 0.8128 | 0.06763 | 0.6797 | 0.6853 | -#> |.....................| 1.500 | 0.9582 | 0.7404 | 1.942 | -#> | X|<span style='font-weight: bold;'> 466.68314</span> | 92.36 | 0.002385 | 0.2794 | 0.1252 | -#> |.....................| 0.01079 | 0.5622 | 1.937 | 0.03187 | -#> |.....................| 0.8128 | 0.06763 | 0.6797 | 0.6853 | -#> |.....................| 1.500 | 0.9582 | 0.7404 | 1.942 | -#> | F| Forward Diff. | -4.258 |-0.0003497 | -0.2788 | -0.03383 | -#> |.....................| 0.01408 | 0.02647 | -0.2857 | -0.5956 | -#> |.....................| -0.05089 | 0.05050 | 0.4395 | 0.8187 | -#> |.....................| -0.2669 | -0.06868 | -0.3694 | -0.1159 | -#> |<span style='font-weight: bold;'> 140</span>| 466.67997 | 1.015 | -1.839 | -0.9739 | -0.8142 | -#> |.....................| -0.9180 | -1.339 | 1.794 | -1.790 | -#> |.....................| -0.9137 | -0.5623 | -0.9494 | -1.116 | -#> |.....................| -0.6002 | -0.8690 | -1.016 | -0.2664 | -#> | U| 466.67997 | 92.38 | -6.039 | -0.9465 | -2.077 | -#> |.....................| -4.531 | 0.2499 | 1.938 | 0.03191 | -#> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 | -#> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 | -#> | X|<span style='font-weight: bold;'> 466.67997</span> | 92.38 | 0.002385 | 0.2796 | 0.1254 | -#> |.....................| 0.01078 | 0.5622 | 1.938 | 0.03191 | -#> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 | -#> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 | -#> | M| Mixed Diff. | -1.882 |-7.391e+04 | -0.2259 | -0.03295 | -#> |.....................| 0.005718 | 0.01130 | -0.3842 | -0.4930 | -#> |.....................| -0.04972 | -0.05953 | 0.5251 | -1.398 | -#> |.....................| -0.3564 | -0.08212 | -0.3242 | -0.1008 | -#> |<span style='font-weight: bold;'> 141</span>| 466.67997 | 1.015 | -1.839 | -0.9739 | -0.8142 | -#> |.....................| -0.9180 | -1.339 | 1.794 | -1.790 | -#> |.....................| -0.9137 | -0.5623 | -0.9494 | -1.116 | -#> |.....................| -0.6002 | -0.8690 | -1.016 | -0.2664 | -#> | U| 466.67997 | 92.38 | -6.039 | -0.9465 | -2.077 | -#> |.....................| -4.531 | 0.2499 | 1.938 | 0.03191 | -#> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 | -#> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 | -#> | X|<span style='font-weight: bold;'> 466.67997</span> | 92.38 | 0.002385 | 0.2796 | 0.1254 | -#> |.....................| 0.01078 | 0.5622 | 1.938 | 0.03191 | -#> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 | -#> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 | -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))</span></div><div class='output co'>#> <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'> -<span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span> - <span class='va'>f_nlmixr_sfo_sfo_focei_const</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_focei_const</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_focei_const</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_saem_obs</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_focei_obs</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_saem_obs</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_focei_obs</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_focei_tc</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_focei_tc</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_saem_obs_tc</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_fomc_sfo_focei_obs_tc</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_saem_obs_tc</span><span class='op'>$</span><span class='va'>nm</span>, - <span class='va'>f_nlmixr_dfop_sfo_focei_obs_tc</span><span class='op'>$</span><span class='va'>nm</span> -<span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> df AIC -#> f_nlmixr_sfo_sfo_focei_const$nm 9 1082.4605 -#> f_nlmixr_fomc_sfo_focei_const$nm 11 814.4261 -#> f_nlmixr_dfop_sfo_focei_const$nm 13 870.2659 -#> f_nlmixr_fomc_sfo_saem_obs$nm 12 788.8373 -#> f_nlmixr_fomc_sfo_focei_obs$nm 12 794.5194 -#> f_nlmixr_dfop_sfo_saem_obs$nm 14 815.0797 -#> f_nlmixr_dfop_sfo_focei_obs$nm 14 834.8474 -#> f_nlmixr_fomc_sfo_focei_tc$nm 12 812.3296 -#> f_nlmixr_dfop_sfo_focei_tc$nm 14 819.4103 -#> f_nlmixr_fomc_sfo_saem_obs_tc$nm 14 814.4248 -#> f_nlmixr_fomc_sfo_focei_obs_tc$nm 14 787.4355 -#> f_nlmixr_dfop_sfo_saem_obs_tc$nm 16 828.5143 -#> f_nlmixr_dfop_sfo_focei_obs_tc$nm 16 811.1191</div><div class='input'><span class='co'># Currently, FOMC-SFO with two-component error by variable fitted by focei gives the</span> -<span class='co'># lowest AIC</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlmixr_fomc_sfo_focei_obs_tc</span><span class='op'>)</span> -</div><div class='img'><img src='nlmixr.mmkin-2.png' alt='' width='700' height='433' /></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span><span class='op'>(</span><span class='va'>f_nlmixr_fomc_sfo_focei_obs_tc</span><span class='op'>)</span> -</div><div class='output co'>#> nlmixr version used for fitting: 2.0.5 -#> mkin version used for pre-fitting: 1.1.0 -#> R version used for fitting: 4.1.2 -#> Date of fit: Tue Jan 11 19:40:06 2022 -#> Date of summary: Tue Jan 11 19:41:47 2022 -#> -#> Equations: -#> d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent -#> d_A1/dt = + f_parent_to_A1 * (alpha/beta) * 1/((time/beta) + 1) * -#> parent - k_A1 * A1 -#> -#> Data: -#> 170 observations of 2 variable(s) grouped in 5 datasets -#> -#> Degradation model predictions using RxODE -#> -#> Fitted in 17.79 s -#> -#> Variance model: Two-component variance unique to each observed variable -#> -#> Mean of starting values for individual parameters: -#> parent_0 log_k_A1 f_parent_qlogis log_alpha log_beta -#> 93.1168 -5.3034 -0.9442 -0.1065 2.2909 -#> -#> Mean of starting values for error model parameters: -#> sigma_low_parent rsd_high_parent sigma_low_A1 rsd_high_A1 -#> 1.15958 0.03005 1.15958 0.03005 -#> -#> Fixed degradation parameter values: -#> None -#> -#> Results: -#> -#> Likelihood calculated by focei -#> AIC BIC logLik -#> 787.4 831.3 -379.7 -#> -#> Optimised parameters: -#> est. lower upper -#> parent_0 93.6717 91.2552 96.0882 -#> log_k_A1 -6.3199 -8.4468 -4.1930 -#> f_parent_qlogis -1.0089 -1.3823 -0.6356 -#> log_alpha -0.1616 -0.6624 0.3392 -#> log_beta 2.2088 1.6800 2.7376 -#> -#> Correlation: -#> prnt_0 lg__A1 f_prn_ lg_lph -#> log_k_A1 0.372 -#> f_parent_qlogis -0.786 -0.409 -#> log_alpha 0.336 0.942 -0.306 -#> log_beta -0.399 -0.759 0.248 -0.555 -#> -#> Random effects (omega): -#> eta.parent_0 eta.log_k_A1 eta.f_parent_qlogis eta.log_alpha -#> eta.parent_0 4.391 0.000 0.0000 0.0000 -#> eta.log_k_A1 0.000 6.402 0.0000 0.0000 -#> eta.f_parent_qlogis 0.000 0.000 0.1584 0.0000 -#> eta.log_alpha 0.000 0.000 0.0000 0.3381 -#> eta.log_beta 0.000 0.000 0.0000 0.0000 -#> eta.log_beta -#> eta.parent_0 0.000 -#> eta.log_k_A1 0.000 -#> eta.f_parent_qlogis 0.000 -#> eta.log_alpha 0.000 -#> eta.log_beta 0.358 -#> -#> Variance model: -#> sigma_low_parent rsd_high_parent sigma_low_A1 rsd_high_A1 -#> 2.35616 0.00153 0.63564 0.08639 -#> -#> Backtransformed parameters: -#> est. lower upper -#> parent_0 93.6717 9.126e+01 96.0882 -#> k_A1 0.0018 2.146e-04 0.0151 -#> f_parent_to_A1 0.2672 2.006e-01 0.3462 -#> alpha 0.8508 5.156e-01 1.4038 -#> beta 9.1049 5.366e+00 15.4499 -#> -#> Resulting formation fractions: -#> ff -#> parent_A1 0.2672 -#> parent_sink 0.7328 -#> -#> Estimated disappearance times: -#> DT50 DT90 DT50back -#> parent 11.46 127.3 38.31 -#> A1 385.05 1279.1 NA</div><div class='input'><span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"Dataset"</span>, <span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_mmkin_parent</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"FOMC"</span>, <span class="st">"DFOP"</span>, <span class="st">"HS"</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_mmkin_parent_tc</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"FOMC"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">ds</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>,</span> +<span class="r-in"> cores <span class="op">=</span> <span class="fl">1</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/nlmixrdevelopment/nlmixr" class="external-link">nlmixr</a></span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Attaching package: ‘nlmixr’</span> +<span class="r-msg co"><span class="r-pr">#></span> The following object is masked from ‘package:mkin’:</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> saem</span> +<span class="r-in"><span class="va">f_nlmixr_sfo_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> RxODE 1.1.4 using 8 threads (see ?getRxThreads)</span> +<span class="r-msg co"><span class="r-pr">#></span> no cache: create with `rxCreateCache()`</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_sfo_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_nlmixr_fomc_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_fomc_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_nlmixr_dfop_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_nlmixr_hs_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"HS"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_hs_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"HS"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_nlmixr_fomc_saem_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent_tc</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/saemControl.html" class="external-link">saemControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_fomc_focei_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_parent_tc</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/foceiControl.html" class="external-link">foceiControl</a></span><span class="op">(</span>print <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="va">f_nlmixr_sfo_saem</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_sfo_focei</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_saem</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_fomc_focei</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_saem</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_dfop_focei</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_hs_saem</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_hs_focei</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_saem_tc</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_fomc_focei_tc</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> df AIC</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_sfo_saem$nm 5 624.9492</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_sfo_focei$nm 5 625.0695</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_saem$nm 7 463.7577</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_focei$nm 7 468.0861</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_saem$nm 9 495.1980</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_focei$nm 9 495.1072</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_hs_saem$nm 9 531.0689</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_hs_focei$nm 9 545.6728</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_saem_tc$nm 8 462.1411</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_focei_tc$nm 8 470.0745</span> +<span class="r-in"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> [1] 468.0781</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"HS"</span>, <span class="op">]</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> [1] 535.609</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># The FOCEI fit of FOMC with constant variance or the tc error model is best</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlmixr_fomc_saem_tc</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlmixr.mmkin-1.png" alt="" width="700" height="433"></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="va">fomc_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"FOMC"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_mmkin_const</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">sfo_sfo</span>, <span class="st">"FOMC-SFO"</span> <span class="op">=</span> <span class="va">fomc_sfo</span>, <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"const"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_mmkin_obs</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">sfo_sfo</span>, <span class="st">"FOMC-SFO"</span> <span class="op">=</span> <span class="va">fomc_sfo</span>, <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"obs"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_mmkin_tc</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">sfo_sfo</span>, <span class="st">"FOMC-SFO"</span> <span class="op">=</span> <span class="va">fomc_sfo</span>, <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="fu">nlmixr_model</span><span class="op">(</span><span class="va">f_mmkin_const</span><span class="op">[</span><span class="st">"SFO-SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Constant variance for more than one variable is not supported for est = 'saem'</span> +<span class="r-msg co"><span class="r-pr">#></span> Changing the error model to 'obs' (variance by observed variable)</span> +<span class="r-out co"><span class="r-pr">#></span> function () </span> +<span class="r-out co"><span class="r-pr">#></span> {</span> +<span class="r-out co"><span class="r-pr">#></span> ini({</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 = 87</span> +<span class="r-out co"><span class="r-pr">#></span> eta.parent_0 ~ 4.2</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_parent = -3.2</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_parent ~ 1.5</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_A1 = -4.6</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_A1 ~ 0.56</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis = -0.33</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_parent_qlogis ~ 1.1</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_parent = 4.3</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_A1 = 4.3</span> +<span class="r-out co"><span class="r-pr">#></span> })</span> +<span class="r-out co"><span class="r-pr">#></span> model({</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0_model = parent_0 + eta.parent_0</span> +<span class="r-out co"><span class="r-pr">#></span> parent(0) = parent_0_model</span> +<span class="r-out co"><span class="r-pr">#></span> k_parent = exp(log_k_parent + eta.log_k_parent)</span> +<span class="r-out co"><span class="r-pr">#></span> k_A1 = exp(log_k_A1 + eta.log_k_A1)</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_A1 = expit(f_parent_qlogis + eta.f_parent_qlogis)</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(parent) = -k_parent * parent</span> +<span class="r-out co"><span class="r-pr">#></span> d/dt(A1) = +f_parent_to_A1 * k_parent * parent - k_A1 * </span> +<span class="r-out co"><span class="r-pr">#></span> A1</span> +<span class="r-out co"><span class="r-pr">#></span> parent ~ add(sigma_parent)</span> +<span class="r-out co"><span class="r-pr">#></span> A1 ~ add(sigma_A1)</span> +<span class="r-out co"><span class="r-pr">#></span> })</span> +<span class="r-out co"><span class="r-pr">#></span> }</span> +<span class="r-out co"><span class="r-pr">#></span> <environment: 0x55556c775068></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># A single constant variance is currently only possible with est = 'focei' in nlmixr</span></span> +<span class="r-in"><span class="va">f_nlmixr_sfo_sfo_focei_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_const</span><span class="op">[</span><span class="st">"SFO-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 |log_k_parent | log_k_A1 |f_parent_qlogis |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| sigma | o1 | o2 | o3 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o4 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 756.61847 | 1.000 | -0.9694 | -1.000 | -0.9068 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8057 | -0.8843 | -0.8798 | -0.8743 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8782 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 756.61847 | 87.00 | -3.200 | -4.600 | -0.3300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.300 | 0.6985 | 0.9036 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9765 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 756.61847</span> | 87.00 | 0.04076 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.300 | 0.6985 | 0.9036 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9765 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | 104.1 | 0.02915 | 0.3320 | 0.4427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -29.46 | 6.499 | 3.260 | -8.158 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -5.501 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 4014.8405 | 0.04387 | -0.9697 | -1.003 | -0.9108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5352 | -0.9440 | -0.9098 | -0.7994 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8277 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 4014.8405 | 3.817 | -3.200 | -4.603 | -0.3313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.882 | 0.6569 | 0.8766 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.026 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 4014.8405</span> | 3.817 | 0.04075 | 0.01002 | 0.4179 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.882 | 0.6569 | 0.8766 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.026 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 784.09766 | 0.9044 | -0.9695 | -1.000 | -0.9072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7786 | -0.8903 | -0.8828 | -0.8668 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8732 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 784.09766 | 78.68 | -3.200 | -4.600 | -0.3301 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.358 | 0.6944 | 0.9009 | 1.165 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9814 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 784.09766</span> | 78.68 | 0.04076 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.358 | 0.6944 | 0.9009 | 1.165 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9814 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 755.85897 | 0.9864 | -0.9694 | -1.000 | -0.9068 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8018 | -0.8852 | -0.8803 | -0.8733 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8775 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 755.85897 | 85.82 | -3.200 | -4.600 | -0.3300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.308 | 0.6979 | 0.9032 | 1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9772 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 755.85897</span> | 85.82 | 0.04076 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.308 | 0.6979 | 0.9032 | 1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9772 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -10.67 | 0.1182 | 0.2197 | 0.3686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -28.82 | 3.860 | 3.200 | -8.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -5.254 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 755.50135 | 0.9911 | -0.9695 | -1.000 | -0.9070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7893 | -0.8868 | -0.8816 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8752 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 755.50135 | 86.22 | -3.200 | -4.600 | -0.3301 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.335 | 0.6968 | 0.9020 | 1.161 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9794 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 755.50135</span> | 86.22 | 0.04076 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.335 | 0.6968 | 0.9020 | 1.161 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9794 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 755.34910 | 0.9966 | -0.9695 | -1.000 | -0.9072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7744 | -0.8888 | -0.8833 | -0.8654 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8725 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 755.3491 | 86.70 | -3.200 | -4.600 | -0.3301 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.367 | 0.6954 | 0.9005 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9820 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 755.3491</span> | 86.70 | 0.04076 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.367 | 0.6954 | 0.9005 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9820 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 73.92 | 0.04965 | 0.3063 | 0.4373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -23.46 | 5.143 | 2.934 | -7.746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -5.165 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 754.44379 | 0.9831 | -0.9697 | -1.001 | -0.9076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7489 | -0.8930 | -0.8865 | -0.8566 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8669 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 754.44379 | 85.53 | -3.200 | -4.601 | -0.3303 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.422 | 0.6925 | 0.8975 | 1.176 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9875 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 754.44379</span> | 85.53 | 0.04075 | 0.01005 | 0.4182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.422 | 0.6925 | 0.8975 | 1.176 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9875 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -36.39 | 0.1354 | 0.1953 | 0.3724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -19.20 | 3.020 | 2.621 | -7.506 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -4.671 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 753.82350 | 0.9908 | -0.9699 | -1.001 | -0.9085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7249 | -0.8992 | -0.8910 | -0.8427 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8580 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 753.8235 | 86.20 | -3.200 | -4.601 | -0.3306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.474 | 0.6881 | 0.8935 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9962 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 753.8235</span> | 86.20 | 0.04074 | 0.01004 | 0.4181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.474 | 0.6881 | 0.8935 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.9962 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 25.33 | 0.08213 | 0.2542 | 0.4339 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -14.89 | 3.322 | 2.230 | -6.934 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -4.324 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 753.42397 | 0.9836 | -0.9702 | -1.002 | -0.9101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7094 | -0.9058 | -0.8962 | -0.8215 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8457 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 753.42397 | 85.57 | -3.201 | -4.602 | -0.3311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.507 | 0.6835 | 0.8888 | 1.217 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.008 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 753.42397</span> | 85.57 | 0.04073 | 0.01003 | 0.4180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.507 | 0.6835 | 0.8888 | 1.217 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.008 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -31.38 | 0.1220 | 0.1752 | 0.4111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -12.58 | 2.402 | 1.769 | -6.044 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -3.541 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 753.10125 | 0.9902 | -0.9707 | -1.003 | -0.9128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7033 | -0.9147 | -0.8999 | -0.7966 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8328 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 753.10125 | 86.15 | -3.201 | -4.603 | -0.3320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.520 | 0.6773 | 0.8855 | 1.246 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.021 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 753.10125</span> | 86.15 | 0.04071 | 0.01002 | 0.4178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.520 | 0.6773 | 0.8855 | 1.246 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.021 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 18.19 | 0.07644 | 0.2005 | 0.4693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -11.34 | 2.660 | 1.470 | -4.866 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.908 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 752.83558 | 0.9856 | -0.9716 | -1.004 | -0.9194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6931 | -0.9294 | -0.8999 | -0.7740 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8246 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.83558 | 85.75 | -3.202 | -4.604 | -0.3342 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.542 | 0.6671 | 0.8855 | 1.272 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.029 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.83558</span> | 85.75 | 0.04067 | 0.01001 | 0.4172 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.542 | 0.6671 | 0.8855 | 1.272 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.029 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -17.42 | 0.09700 | 0.1175 | 0.4453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -9.793 | 1.829 | 1.489 | -3.997 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.337 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 752.64046 | 0.9898 | -0.9731 | -1.005 | -0.9331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6718 | -0.9413 | -0.9101 | -0.7759 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8318 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.64046 | 86.12 | -3.204 | -4.605 | -0.3387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.588 | 0.6587 | 0.8763 | 1.270 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.022 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.64046</span> | 86.12 | 0.04061 | 0.01000 | 0.4161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.588 | 0.6587 | 0.8763 | 1.270 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.022 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.96 | 0.06018 | 0.1556 | 0.4415 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -6.445 | 1.822 | 0.6282 | -4.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.761 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 752.52461 | 0.9874 | -0.9741 | -1.006 | -0.9430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6755 | -0.9483 | -0.9069 | -0.7553 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8127 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.52461 | 85.90 | -3.205 | -4.606 | -0.3420 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.580 | 0.6538 | 0.8792 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.040 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.52461</span> | 85.90 | 0.04057 | 0.009996 | 0.4153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.580 | 0.6538 | 0.8792 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.040 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.319 | 0.06758 | 0.1323 | 0.4528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -7.018 | 1.348 | 0.9128 | -3.312 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.706 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 752.47650 | 0.9920 | -0.9750 | -1.008 | -0.9578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6735 | -0.9481 | -0.9014 | -0.7293 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8100 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.4765 | 86.30 | -3.206 | -4.608 | -0.3468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.584 | 0.6539 | 0.8841 | 1.324 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.043 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.4765</span> | 86.30 | 0.04054 | 0.009974 | 0.4142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.584 | 0.6539 | 0.8841 | 1.324 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.043 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 26.38 | 0.03719 | 0.08701 | 0.4621 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -6.642 | 1.808 | 1.401 | -2.463 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.595 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 752.37074 | 0.9880 | -0.9759 | -1.009 | -0.9778 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6665 | -0.9465 | -0.9156 | -0.7192 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8239 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.37074 | 85.96 | -3.206 | -4.609 | -0.3534 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.599 | 0.6551 | 0.8713 | 1.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.030 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.37074</span> | 85.96 | 0.04050 | 0.009963 | 0.4125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.599 | 0.6551 | 0.8713 | 1.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.030 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.8866 | 0.05090 | -0.01541 | 0.3812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -5.712 | 1.436 | 0.1646 | -2.191 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.247 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 752.26949 | 0.9921 | -0.9761 | -1.009 | -0.9796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6402 | -0.9531 | -0.9164 | -0.7091 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8135 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.26949 | 86.31 | -3.207 | -4.609 | -0.3540 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.656 | 0.6505 | 0.8706 | 1.347 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.040 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.26949</span> | 86.31 | 0.04049 | 0.009963 | 0.4124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.656 | 0.6505 | 0.8706 | 1.347 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.040 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 26.82 | 0.02710 | 0.03892 | 0.4267 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.005 | 1.500 | 0.1022 | -1.862 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.773 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 752.20271 | 0.9873 | -0.9768 | -1.006 | -0.9927 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6361 | -0.9677 | -0.9007 | -0.7162 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7982 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.20271 | 85.89 | -3.207 | -4.606 | -0.3584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.664 | 0.6403 | 0.8848 | 1.339 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.055 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.20271</span> | 85.89 | 0.04046 | 0.009992 | 0.4114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.664 | 0.6403 | 0.8848 | 1.339 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.055 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.259 | 0.05081 | 0.1320 | 0.4166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.497 | 0.4663 | 1.471 | -1.984 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.9590 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 752.16826 | 0.9883 | -0.9778 | -1.006 | -1.005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6437 | -0.9795 | -0.9210 | -0.7076 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7873 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.16826 | 85.98 | -3.208 | -4.606 | -0.3626 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.648 | 0.6320 | 0.8664 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.16826</span> | 85.98 | 0.04042 | 0.009989 | 0.4103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.648 | 0.6320 | 0.8664 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.732 | 0.03428 | 0.1666 | 0.4265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.413 | 0.2526 | -0.2557 | -1.689 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3553 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 752.25223 | 0.9952 | -0.9788 | -1.010 | -1.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6370 | -0.9826 | -0.9156 | -0.6853 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7912 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.25223 | 86.58 | -3.209 | -4.610 | -0.3684 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.663 | 0.6299 | 0.8713 | 1.374 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.061 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.25223</span> | 86.58 | 0.04038 | 0.009949 | 0.4089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.663 | 0.6299 | 0.8713 | 1.374 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.061 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 752.18605 | 0.9920 | -0.9778 | -1.007 | -1.006 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6387 | -0.9801 | -0.9204 | -0.7040 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7866 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.18605 | 86.30 | -3.208 | -4.607 | -0.3629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8669 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.18605</span> | 86.30 | 0.04042 | 0.009985 | 0.4103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8669 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 752.16428 | 0.9894 | -0.9778 | -1.006 | -1.006 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6422 | -0.9797 | -0.9208 | -0.7065 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7871 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.16428 | 86.08 | -3.208 | -4.606 | -0.3627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.651 | 0.6319 | 0.8666 | 1.350 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.16428</span> | 86.08 | 0.04042 | 0.009988 | 0.4103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.651 | 0.6319 | 0.8666 | 1.350 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.144 | 0.02886 | 0.1726 | 0.4333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.192 | 0.3285 | -0.2407 | -1.661 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3568 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 752.15919 | 0.9884 | -0.9779 | -1.007 | -1.007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6420 | -0.9798 | -0.9206 | -0.7051 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7874 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.15919 | 85.99 | -3.208 | -4.607 | -0.3630 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.652 | 0.6319 | 0.8668 | 1.352 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.15919</span> | 85.99 | 0.04042 | 0.009985 | 0.4102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.652 | 0.6319 | 0.8668 | 1.352 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.486 | 0.03361 | 0.1549 | 0.4244 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.177 | 0.2364 | -0.2213 | -1.616 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3570 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 752.15545 | 0.9894 | -0.9779 | -1.007 | -1.007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6405 | -0.9799 | -0.9204 | -0.7040 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7872 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.15545 | 86.07 | -3.208 | -4.607 | -0.3631 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.655 | 0.6318 | 0.8669 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.15545</span> | 86.07 | 0.04042 | 0.009984 | 0.4102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.655 | 0.6318 | 0.8669 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.936 | 0.02854 | 0.1600 | 0.4306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.962 | 0.3065 | -0.2063 | -1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3570 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 752.15077 | 0.9884 | -0.9779 | -1.007 | -1.008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6403 | -0.9800 | -0.9202 | -0.7026 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7875 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.15077 | 85.99 | -3.209 | -4.607 | -0.3635 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.656 | 0.6317 | 0.8672 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.15077</span> | 85.99 | 0.04042 | 0.009981 | 0.4101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.656 | 0.6317 | 0.8672 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.303 | 0.03292 | 0.1430 | 0.4220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.955 | 0.2207 | -0.1874 | -1.542 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3581 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 752.14731 | 0.9893 | -0.9780 | -1.007 | -1.009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6389 | -0.9801 | -0.9200 | -0.7014 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7873 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.14731 | 86.07 | -3.209 | -4.607 | -0.3637 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8673 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.14731</span> | 86.07 | 0.04042 | 0.009980 | 0.4101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8673 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.764 | 0.02806 | 0.1473 | 0.4277 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.749 | 0.2865 | -0.1727 | -1.510 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3572 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 752.14299 | 0.9884 | -0.9780 | -1.007 | -1.010 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6388 | -0.9801 | -0.9198 | -0.7000 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7876 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.14299 | 85.99 | -3.209 | -4.607 | -0.3641 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8675 | 1.358 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.14299</span> | 85.99 | 0.04041 | 0.009978 | 0.4100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.659 | 0.6316 | 0.8675 | 1.358 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.130 | 0.03192 | 0.1311 | 0.4194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.750 | 0.2064 | -0.1542 | -1.466 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3587 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 752.13982 | 0.9893 | -0.9781 | -1.008 | -1.010 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6374 | -0.9803 | -0.9196 | -0.6987 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7873 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.13982 | 86.07 | -3.209 | -4.608 | -0.3642 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.662 | 0.6315 | 0.8676 | 1.359 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.13982</span> | 86.07 | 0.04041 | 0.009977 | 0.4099 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.662 | 0.6315 | 0.8676 | 1.359 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.635 | 0.02760 | 0.1350 | 0.4248 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.550 | 0.2683 | -0.1407 | -1.433 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3557 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 752.13580 | 0.9884 | -0.9782 | -1.008 | -1.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6373 | -0.9803 | -0.9194 | -0.6973 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7876 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.1358 | 85.99 | -3.209 | -4.608 | -0.3647 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.662 | 0.6315 | 0.8678 | 1.361 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.1358</span> | 85.99 | 0.04041 | 0.009975 | 0.4098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.662 | 0.6315 | 0.8678 | 1.361 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.9657 | 0.03147 | 0.1207 | 0.4166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.557 | 0.1931 | -0.1227 | -1.391 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3574 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 752.13295 | 0.9893 | -0.9782 | -1.008 | -1.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6359 | -0.9805 | -0.9193 | -0.6961 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7873 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.13295 | 86.07 | -3.209 | -4.608 | -0.3648 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.665 | 0.6314 | 0.8679 | 1.362 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.13295</span> | 86.07 | 0.04041 | 0.009973 | 0.4098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.665 | 0.6314 | 0.8679 | 1.362 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.554 | 0.02702 | 0.1245 | 0.4220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.357 | 0.2511 | -0.1114 | -1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3512 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 752.12919 | 0.9885 | -0.9783 | -1.008 | -1.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6359 | -0.9804 | -0.9191 | -0.6947 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7876 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.12919 | 86.00 | -3.209 | -4.608 | -0.3653 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.665 | 0.6314 | 0.8681 | 1.364 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.12919</span> | 86.00 | 0.04040 | 0.009972 | 0.4097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.665 | 0.6314 | 0.8681 | 1.364 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.8077 | 0.03076 | 0.1104 | 0.4140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.370 | 0.1799 | -0.09417 | -1.307 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3529 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 752.12656 | 0.9893 | -0.9783 | -1.008 | -1.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6345 | -0.9806 | -0.9190 | -0.6934 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7872 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.12656 | 86.07 | -3.209 | -4.608 | -0.3654 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.668 | 0.6313 | 0.8682 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.12656</span> | 86.07 | 0.04040 | 0.009970 | 0.4096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.668 | 0.6313 | 0.8682 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.375 | 0.02651 | 0.1140 | 0.4191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.173 | 0.2330 | -0.08481 | -1.281 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3435 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 752.12310 | 0.9885 | -0.9784 | -1.008 | -1.016 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6345 | -0.9806 | -0.9188 | -0.6922 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7875 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.1231 | 86.00 | -3.209 | -4.608 | -0.3659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.668 | 0.6313 | 0.8684 | 1.367 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.1231</span> | 86.00 | 0.04040 | 0.009969 | 0.4095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.668 | 0.6313 | 0.8684 | 1.367 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.6515 | 0.02994 | 0.1012 | 0.4113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.192 | 0.1669 | -0.06829 | -1.233 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3455 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 752.12055 | 0.9892 | -0.9784 | -1.008 | -1.016 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6332 | -0.9808 | -0.9187 | -0.6908 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7871 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.12055 | 86.06 | -3.209 | -4.608 | -0.3661 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.671 | 0.6312 | 0.8685 | 1.368 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.12055</span> | 86.06 | 0.04040 | 0.009968 | 0.4095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.671 | 0.6312 | 0.8685 | 1.368 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.998 | 0.02610 | 0.1041 | 0.4159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.002 | 0.2127 | -0.06061 | -1.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3333 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 752.11747 | 0.9885 | -0.9785 | -1.009 | -1.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6332 | -0.9807 | -0.9185 | -0.6896 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7874 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.11747 | 86.00 | -3.209 | -4.609 | -0.3666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.671 | 0.6312 | 0.8687 | 1.370 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.11747</span> | 86.00 | 0.04039 | 0.009966 | 0.4094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.671 | 0.6312 | 0.8687 | 1.370 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.5772 | 0.02918 | 0.09258 | 0.4085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | 0.1535 | -0.04467 | -1.159 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3360 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 752.11522 | 0.9892 | -0.9785 | -1.009 | -1.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6319 | -0.9809 | -0.9185 | -0.6881 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7870 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.11522 | 86.06 | -3.209 | -4.609 | -0.3668 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.674 | 0.6311 | 0.8687 | 1.371 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.11522</span> | 86.06 | 0.04039 | 0.009965 | 0.4093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.674 | 0.6311 | 0.8687 | 1.371 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.959 | 0.02535 | 0.09612 | 0.4130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8451 | 0.1980 | -0.03883 | -1.121 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3219 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 752.11234 | 0.9885 | -0.9786 | -1.009 | -1.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6320 | -0.9808 | -0.9183 | -0.6870 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7872 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.11234 | 86.00 | -3.209 | -4.609 | -0.3673 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.673 | 0.6311 | 0.8689 | 1.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.11234</span> | 86.00 | 0.04039 | 0.009964 | 0.4092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.673 | 0.6311 | 0.8689 | 1.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.065 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.5042 | 0.02791 | 0.08363 | 0.4056 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8741 | 0.1402 | -0.02542 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3257 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 752.11033 | 0.9892 | -0.9787 | -1.009 | -1.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6308 | -0.9810 | -0.9182 | -0.6855 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7868 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.11033 | 86.06 | -3.209 | -4.609 | -0.3675 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.676 | 0.6310 | 0.8689 | 1.374 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.11033</span> | 86.06 | 0.04039 | 0.009963 | 0.4091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.676 | 0.6310 | 0.8689 | 1.374 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.874 | 0.02465 | 0.08719 | 0.4100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7032 | 0.1835 | -0.01978 | -1.047 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3084 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 752.10764 | 0.9885 | -0.9787 | -1.009 | -1.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6309 | -0.9810 | -0.9181 | -0.6844 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7870 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.10764 | 86.00 | -3.209 | -4.609 | -0.3681 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.676 | 0.6310 | 0.8691 | 1.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.10764</span> | 86.00 | 0.04038 | 0.009962 | 0.4090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.676 | 0.6310 | 0.8691 | 1.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.4131 | 0.02699 | 0.07721 | 0.4026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7354 | 0.1282 | -0.007503 | -1.011 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3125 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 752.10572 | 0.9892 | -0.9788 | -1.009 | -1.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6298 | -0.9812 | -0.9181 | -0.6829 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7865 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.10572 | 86.06 | -3.209 | -4.609 | -0.3683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.678 | 0.6309 | 0.8691 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.10572</span> | 86.06 | 0.04038 | 0.009960 | 0.4090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.678 | 0.6309 | 0.8691 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.580 | 0.02411 | 0.07834 | 0.4067 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5755 | 0.1666 | -0.003596 | -0.9604 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2924 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 752.10333 | 0.9885 | -0.9789 | -1.009 | -1.024 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6300 | -0.9811 | -0.9179 | -0.6819 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7867 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.10333 | 86.00 | -3.209 | -4.609 | -0.3688 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.678 | 0.6309 | 0.8692 | 1.378 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.10333</span> | 86.00 | 0.04038 | 0.009959 | 0.4088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.678 | 0.6309 | 0.8692 | 1.378 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.3772 | 0.02648 | 0.06875 | 0.3997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6082 | 0.1162 | 0.008208 | -0.9328 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2962 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 752.10169 | 0.9892 | -0.9789 | -1.009 | -1.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6289 | -0.9813 | -0.9179 | -0.6803 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7862 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.10169 | 86.06 | -3.209 | -4.609 | -0.3691 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.680 | 0.6308 | 0.8692 | 1.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.10169</span> | 86.06 | 0.04038 | 0.009958 | 0.4088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.680 | 0.6308 | 0.8692 | 1.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.644 | 0.02338 | 0.07127 | 0.4037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4618 | 0.1554 | 0.009391 | -0.8908 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2755 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 752.09938 | 0.9886 | -0.9790 | -1.009 | -1.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6291 | -0.9812 | -0.9178 | -0.6794 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7864 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.09938 | 86.00 | -3.210 | -4.609 | -0.3697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.680 | 0.6308 | 0.8693 | 1.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.09938</span> | 86.00 | 0.04037 | 0.009958 | 0.4086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.680 | 0.6308 | 0.8693 | 1.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.2627 | 0.02548 | 0.06256 | 0.3967 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4955 | 0.1055 | 0.02027 | -0.8653 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2789 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 752.09757 | 0.9890 | -0.9791 | -1.010 | -1.028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6281 | -0.9814 | -0.9178 | -0.6778 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7859 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.09757 | 86.05 | -3.210 | -4.610 | -0.3699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.682 | 0.6307 | 0.8693 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.09757</span> | 86.05 | 0.04037 | 0.009956 | 0.4086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.682 | 0.6307 | 0.8693 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.867 | 0.02296 | 0.06369 | 0.3997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3645 | 0.1327 | 0.01894 | -0.8216 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2549 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 752.09570 | 0.9886 | -0.9791 | -1.010 | -1.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6283 | -0.9814 | -0.9177 | -0.6770 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7861 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.0957 | 86.00 | -3.210 | -4.610 | -0.3705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.681 | 0.6307 | 0.8694 | 1.384 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.0957</span> | 86.00 | 0.04037 | 0.009956 | 0.4084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.681 | 0.6307 | 0.8694 | 1.384 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.066 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.2846 | 0.02474 | 0.05675 | 0.3935 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3960 | 0.09353 | 0.02976 | -0.7961 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2595 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 752.09434 | 0.9891 | -0.9792 | -1.010 | -1.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6275 | -0.9816 | -0.9177 | -0.6754 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7856 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.09434 | 86.05 | -3.210 | -4.610 | -0.3708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.683 | 0.6306 | 0.8694 | 1.386 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.09434</span> | 86.05 | 0.04037 | 0.009955 | 0.4083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.683 | 0.6306 | 0.8694 | 1.386 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.348 | 0.02147 | 0.05816 | 0.3967 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2833 | 0.1286 | 0.02562 | -0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2380 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 752.09236 | 0.9886 | -0.9793 | -1.010 | -1.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6277 | -0.9815 | -0.9176 | -0.6746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7858 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.09236 | 86.01 | -3.210 | -4.610 | -0.3715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.683 | 0.6306 | 0.8695 | 1.387 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.09236</span> | 86.01 | 0.04036 | 0.009954 | 0.4082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.683 | 0.6306 | 0.8695 | 1.387 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.1856 | 0.02378 | 0.05144 | 0.3902 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3147 | 0.08386 | 0.03545 | -0.7433 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2408 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 752.09077 | 0.9890 | -0.9793 | -1.010 | -1.033 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6269 | -0.9817 | -0.9177 | -0.6729 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7852 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.09077 | 86.04 | -3.210 | -4.610 | -0.3717 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.684 | 0.6305 | 0.8694 | 1.389 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.09077</span> | 86.04 | 0.04036 | 0.009953 | 0.4081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.684 | 0.6305 | 0.8694 | 1.389 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 752.08937 | 0.9892 | -0.9795 | -1.010 | -1.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6267 | -0.9818 | -0.9176 | -0.6714 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7852 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.08937 | 86.06 | -3.210 | -4.610 | -0.3725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.685 | 0.6304 | 0.8695 | 1.391 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.08937</span> | 86.06 | 0.04036 | 0.009952 | 0.4079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.685 | 0.6304 | 0.8695 | 1.391 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.945 | 0.01952 | 0.05064 | 0.3906 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1866 | 0.1233 | 0.03740 | -0.6554 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2138 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 752.08593 | 0.9886 | -0.9796 | -1.010 | -1.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6271 | -0.9817 | -0.9174 | -0.6701 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7856 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.08593 | 86.01 | -3.210 | -4.610 | -0.3740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.684 | 0.6305 | 0.8697 | 1.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.08593</span> | 86.01 | 0.04035 | 0.009951 | 0.4076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.684 | 0.6305 | 0.8697 | 1.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.04707 | 0.02143 | 0.04311 | 0.3795 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2514 | 0.07631 | 0.05739 | -0.6184 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2313 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 752.08243 | 0.9889 | -0.9798 | -1.010 | -1.042 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6256 | -0.9821 | -0.9177 | -0.6665 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7842 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.08243 | 86.03 | -3.210 | -4.610 | -0.3748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.687 | 0.6302 | 0.8694 | 1.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.068 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.08243</span> | 86.03 | 0.04034 | 0.009949 | 0.4074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.687 | 0.6302 | 0.8694 | 1.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.068 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 752.07616 | 0.9895 | -0.9803 | -1.011 | -1.054 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6231 | -0.9827 | -0.9181 | -0.6582 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7817 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.07616 | 86.08 | -3.211 | -4.611 | -0.3786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.693 | 0.6298 | 0.8690 | 1.406 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.071 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.07616</span> | 86.08 | 0.04032 | 0.009942 | 0.4065 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.693 | 0.6298 | 0.8690 | 1.406 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.071 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.128 | 0.01286 | 0.03023 | 0.3726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2708 | 0.07184 | -0.02487 | -0.2959 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.03882 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 752.06706 | 0.9888 | -0.9810 | -1.011 | -1.073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6241 | -0.9834 | -0.9174 | -0.6562 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7830 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.06706 | 86.03 | -3.212 | -4.611 | -0.3848 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.690 | 0.6293 | 0.8696 | 1.408 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.069 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.06706</span> | 86.03 | 0.04030 | 0.009938 | 0.4050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.690 | 0.6293 | 0.8696 | 1.408 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.069 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 752.05726 | 0.9892 | -0.9821 | -1.012 | -1.106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6257 | -0.9847 | -0.9162 | -0.6528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7853 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.05726 | 86.06 | -3.213 | -4.612 | -0.3958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.687 | 0.6284 | 0.8707 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.05726</span> | 86.06 | 0.04025 | 0.009929 | 0.4023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.687 | 0.6284 | 0.8707 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.067 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 752.04392 | 0.9898 | -0.9854 | -1.015 | -1.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6305 | -0.9883 | -0.9128 | -0.6430 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7918 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.04392 | 86.11 | -3.216 | -4.615 | -0.4269 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.677 | 0.6259 | 0.8738 | 1.423 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.061 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.04392</span> | 86.11 | 0.04012 | 0.009906 | 0.3949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.677 | 0.6259 | 0.8738 | 1.423 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.061 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.566 | -0.02004 | 0.02472 | 0.1678 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6767 | -0.003606 | 0.4773 | 0.08205 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6933 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 752.05860 | 0.9880 | -0.9900 | -1.027 | -1.486 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6186 | -0.9338 | -0.9168 | -0.6653 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7443 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.0586 | 85.96 | -3.221 | -4.627 | -0.5212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.702 | 0.6640 | 0.8702 | 1.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.107 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.0586</span> | 85.96 | 0.03993 | 0.009780 | 0.3726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.702 | 0.6640 | 0.8702 | 1.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.107 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 752.02137 | 0.9885 | -0.9874 | -1.020 | -1.325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6252 | -0.9645 | -0.9146 | -0.6528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7710 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.02137 | 86.00 | -3.218 | -4.620 | -0.4681 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.081 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.02137</span> | 86.00 | 0.04004 | 0.009850 | 0.3851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.081 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.728 | -0.02729 | 0.08518 | 0.04185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2367 | 0.4063 | 0.2432 | 0.01436 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.07563 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 752.06656 | 0.9886 | -0.9792 | -1.053 | -1.433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6165 | -1.020 | -0.9133 | -0.6801 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7607 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.06656 | 86.01 | -3.210 | -4.653 | -0.5037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.707 | 0.6037 | 0.8734 | 1.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.091 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.06656</span> | 86.01 | 0.04036 | 0.009533 | 0.3767 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.707 | 0.6037 | 0.8734 | 1.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.091 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 752.02137 | 0.9885 | -0.9874 | -1.020 | -1.325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6252 | -0.9645 | -0.9146 | -0.6528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7710 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 752.02137 | 86.00 | -3.218 | -4.620 | -0.4681 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.081 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 752.02137</span> | 86.00 | 0.04004 | 0.009850 | 0.3851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.688 | 0.6425 | 0.8722 | 1.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.081 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_focei_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_const</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_beta | sigma | o1 | o2 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o3 | o4 | o5 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 494.78160 | 1.000 | -1.000 | -0.9115 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8491 | -0.8592 | -0.8761 | -0.8740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8674 | -0.8694 | -0.8683 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.7816 | 94.00 | -5.400 | -1.000 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.600 | 0.7598 | 0.8633 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.189 | 1.089 | 1.146 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.7816</span> | 94.00 | 0.004517 | 0.2689 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.166 | 1.600 | 0.7598 | 0.8633 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.189 | 1.089 | 1.146 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | -28.01 | 1.933 | -0.2086 | 0.01492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1687 | -59.79 | 10.74 | 9.966 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.82 | -8.862 | -10.52 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 1353.4477 | 1.400 | -1.028 | -0.9085 | -0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8467 | -0.005584 | -1.029 | -1.016 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6987 | -0.7429 | -0.7181 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 1353.4477 | 131.6 | -5.428 | -0.9970 | -0.2002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 2.283 | 0.6433 | 0.7405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.390 | 1.227 | 1.318 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 1353.4477</span> | 131.6 | 0.004394 | 0.2695 | 0.8186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.186 | 2.283 | 0.6433 | 0.7405 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.390 | 1.227 | 1.318 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 504.82409 | 1.040 | -1.003 | -0.9112 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.7738 | -0.8914 | -0.8882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8506 | -0.8568 | -0.8533 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 504.82409 | 97.76 | -5.403 | -0.9997 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.668 | 0.7482 | 0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.209 | 1.103 | 1.163 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 504.82409</span> | 97.76 | 0.004504 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.668 | 0.7482 | 0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.209 | 1.103 | 1.163 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 494.10898 | 1.008 | -1.001 | -0.9114 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8490 | -0.8416 | -0.8792 | -0.8769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8640 | -0.8668 | -0.8652 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.10898 | 94.77 | -5.401 | -0.9999 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.614 | 0.7574 | 0.8608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.193 | 1.092 | 1.149 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.10898</span> | 94.77 | 0.004514 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.167 | 1.614 | 0.7574 | 0.8608 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.193 | 1.092 | 1.149 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 147.0 | 1.955 | -0.08761 | 0.06834 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.05948 | -55.61 | 11.89 | 8.304 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.01 | -8.510 | -10.24 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 492.58255 | 0.9992 | -1.001 | -0.9114 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8490 | -0.8245 | -0.8825 | -0.8797 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8605 | -0.8643 | -0.8621 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 492.58255 | 93.93 | -5.401 | -0.9999 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.628 | 0.7550 | 0.8584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.197 | 1.095 | 1.153 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 492.58255</span> | 93.93 | 0.004511 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.167 | 1.628 | 0.7550 | 0.8584 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.197 | 1.095 | 1.153 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -43.22 | 1.882 | -0.2206 | -0.004719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1970 | -51.78 | 10.22 | 6.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.81 | -8.346 | -10.04 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 491.66702 | 1.006 | -1.002 | -0.9113 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8490 | -0.8063 | -0.8860 | -0.8822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8565 | -0.8614 | -0.8588 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.66702 | 94.52 | -5.402 | -0.9998 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.642 | 0.7523 | 0.8562 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.202 | 1.098 | 1.157 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.66702</span> | 94.52 | 0.004509 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.167 | 1.642 | 0.7523 | 0.8562 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.202 | 1.098 | 1.157 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 87.79 | 1.893 | -0.1269 | 0.04418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.01699 | -47.85 | 10.34 | 7.758 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.67 | -8.213 | -9.916 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 490.57489 | 0.9987 | -1.002 | -0.9112 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.7885 | -0.8895 | -0.8851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8525 | -0.8586 | -0.8553 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.57489 | 93.88 | -5.402 | -0.9998 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.657 | 0.7496 | 0.8537 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.207 | 1.101 | 1.161 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.57489</span> | 93.88 | 0.004506 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.657 | 0.7496 | 0.8537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.207 | 1.101 | 1.161 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -52.56 | 1.834 | -0.2285 | -0.01046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2159 | -44.44 | 9.379 | 7.248 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.47 | -8.044 | -9.710 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 489.67804 | 1.004 | -1.003 | -0.9112 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.7706 | -0.8932 | -0.8884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8482 | -0.8554 | -0.8516 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 489.67804 | 94.42 | -5.403 | -0.9997 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.671 | 0.7468 | 0.8509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.212 | 1.105 | 1.165 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 489.67804</span> | 94.42 | 0.004503 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.671 | 0.7468 | 0.8509 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.212 | 1.105 | 1.165 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 63.10 | 1.841 | -0.1396 | 0.03713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05177 | -40.65 | 9.345 | 6.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.29 | -7.879 | -9.567 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 488.80457 | 0.9984 | -1.004 | -0.9111 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8488 | -0.7529 | -0.8970 | -0.8913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8435 | -0.8521 | -0.8475 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.80457 | 93.85 | -5.404 | -0.9996 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.685 | 0.7439 | 0.8484 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.218 | 1.108 | 1.170 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.80457</span> | 93.85 | 0.004499 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.685 | 0.7439 | 0.8484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.218 | 1.108 | 1.170 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -56.52 | 1.788 | -0.2313 | -0.01570 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2287 | -37.43 | 8.740 | 5.512 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.08 | -7.680 | -9.353 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 487.98244 | 1.004 | -1.005 | -0.9110 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8487 | -0.7356 | -0.9012 | -0.8939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8380 | -0.8482 | -0.8428 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.98244 | 94.36 | -5.405 | -0.9995 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.699 | 0.7407 | 0.8461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.224 | 1.112 | 1.175 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.98244</span> | 94.36 | 0.004495 | 0.2690 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.169 | 1.699 | 0.7407 | 0.8461 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.224 | 1.112 | 1.175 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 49.57 | 1.794 | -0.1466 | 0.03517 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07178 | -34.12 | 8.494 | 6.684 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.82 | -7.482 | -9.140 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 487.23587 | 0.9987 | -1.006 | -0.9109 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8487 | -0.7192 | -0.9058 | -0.8980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8316 | -0.8438 | -0.8374 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.23587 | 93.88 | -5.406 | -0.9994 | -0.2001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.712 | 0.7372 | 0.8426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.232 | 1.117 | 1.181 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.23587</span> | 93.88 | 0.004490 | 0.2691 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.170 | 1.712 | 0.7372 | 0.8426 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.232 | 1.117 | 1.181 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -49.22 | 1.745 | -0.2274 | -0.009194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2301 | -31.48 | 7.992 | 6.132 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.64 | -7.269 | -8.903 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 486.53337 | 1.004 | -1.007 | -0.9107 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8485 | -0.7047 | -0.9109 | -0.9037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8240 | -0.8386 | -0.8310 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 486.53337 | 94.34 | -5.407 | -0.9993 | -0.2001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.724 | 0.7334 | 0.8376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.241 | 1.123 | 1.189 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 486.53337</span> | 94.34 | 0.004484 | 0.2691 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.171 | 1.724 | 0.7334 | 0.8376 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.241 | 1.123 | 1.189 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 43.47 | 1.742 | -0.1424 | 0.02918 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07089 | -28.76 | 7.629 | 4.806 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.24 | -6.953 | -8.584 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 485.91669 | 0.9989 | -1.009 | -0.9105 | -0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8484 | -0.6920 | -0.9165 | -0.9072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8145 | -0.8325 | -0.8231 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.91669 | 93.90 | -5.409 | -0.9991 | -0.2001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.734 | 0.7291 | 0.8346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.252 | 1.130 | 1.198 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.91669</span> | 93.90 | 0.004476 | 0.2691 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.172 | 1.734 | 0.7291 | 0.8346 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.252 | 1.130 | 1.198 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -44.30 | 1.699 | -0.2182 | 0.001936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2284 | -26.86 | 7.286 | 5.487 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.898 | -6.659 | -8.234 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 485.33976 | 1.003 | -1.011 | -0.9103 | -0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8481 | -0.6819 | -0.9228 | -0.9110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8035 | -0.8257 | -0.8143 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.33976 | 94.29 | -5.411 | -0.9988 | -0.2001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.742 | 0.7243 | 0.8314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.265 | 1.137 | 1.208 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.33976</span> | 94.29 | 0.004467 | 0.2692 | 0.8186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.174 | 1.742 | 0.7243 | 0.8314 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.265 | 1.137 | 1.208 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 484.77317 | 1.003 | -1.014 | -0.9100 | -0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8479 | -0.6718 | -0.9302 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7902 | -0.8175 | -0.8035 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.77317 | 94.32 | -5.414 | -0.9986 | -0.2002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.750 | 0.7187 | 0.8276 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.281 | 1.146 | 1.220 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.77317</span> | 94.32 | 0.004455 | 0.2692 | 0.8186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.176 | 1.750 | 0.7187 | 0.8276 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.281 | 1.146 | 1.220 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 483.17588 | 1.004 | -1.023 | -0.9091 | -0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.6384 | -0.9549 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7463 | -0.7903 | -0.7681 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.17588 | 94.41 | -5.423 | -0.9976 | -0.2004 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.777 | 0.6999 | 0.8153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.333 | 1.176 | 1.261 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.17588</span> | 94.41 | 0.004415 | 0.2694 | 0.8184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.777 | 0.6999 | 0.8153 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.333 | 1.176 | 1.261 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 481.21481 | 1.006 | -1.040 | -0.9072 | -0.8961 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8451 | -0.5721 | -1.004 | -0.9579 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6592 | -0.7365 | -0.6977 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.21481 | 94.58 | -5.440 | -0.9958 | -0.2008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.104 | 1.830 | 0.6628 | 0.7909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.437 | 1.234 | 1.341 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.21481</span> | 94.58 | 0.004338 | 0.2698 | 0.8181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.199 | 1.830 | 0.6628 | 0.7909 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.437 | 1.234 | 1.341 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 62.86 | 1.476 | 0.06730 | 0.05792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1123 | -8.977 | 1.055 | 2.914 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -3.044 | -1.094 | -2.299 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 481.29476 | 1.000 | -1.145 | -0.9129 | -0.8997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8485 | -0.5378 | -0.8985 | -1.168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6228 | -0.8149 | -0.6969 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.29476 | 94.03 | -5.545 | -1.001 | -0.2043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.857 | 0.7428 | 0.6099 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.149 | 1.342 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.29476</span> | 94.03 | 0.003907 | 0.2687 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.171 | 1.857 | 0.7428 | 0.6099 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.480 | 1.149 | 1.342 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 480.77138 | 1.000 | -1.090 | -0.9099 | -0.8978 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8467 | -0.5555 | -0.9542 | -1.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6419 | -0.7733 | -0.6972 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.77138 | 94.01 | -5.490 | -0.9984 | -0.2025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.843 | 0.7004 | 0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.457 | 1.194 | 1.342 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.77138</span> | 94.01 | 0.004129 | 0.2693 | 0.8167 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.186 | 1.843 | 0.7004 | 0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.457 | 1.194 | 1.342 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -25.72 | 1.151 | 0.08772 | -0.007897 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07232 | -6.930 | 3.330 | -2.491 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.626 | -3.111 | -2.500 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 480.61717 | 1.001 | -1.203 | -0.9227 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8503 | -0.5418 | -0.9405 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6281 | -0.7705 | -0.6908 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.61717 | 94.09 | -5.603 | -1.011 | -0.2049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.854 | 0.7108 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.474 | 1.197 | 1.349 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.61717</span> | 94.09 | 0.003688 | 0.2667 | 0.8147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.156 | 1.854 | 0.7108 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.474 | 1.197 | 1.349 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -10.61 | 0.9224 | -0.5881 | -0.06621 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1838 | -5.929 | 3.775 | 2.798 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.936 | -2.993 | -2.208 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 480.72130 | 1.009 | -1.314 | -0.9169 | -0.9003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8494 | -0.5516 | -0.9873 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6340 | -0.7292 | -0.6819 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.7213 | 94.81 | -5.714 | -1.005 | -0.2049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.846 | 0.6753 | 0.7523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.467 | 1.242 | 1.359 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.7213</span> | 94.81 | 0.003299 | 0.2679 | 0.8147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.163 | 1.846 | 0.6753 | 0.7523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.467 | 1.242 | 1.359 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 480.86254 | 1.009 | -1.247 | -0.9202 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8499 | -0.5429 | -0.9605 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6295 | -0.7530 | -0.6863 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.86254 | 94.84 | -5.647 | -1.009 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.853 | 0.6957 | 0.7520 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.472 | 1.216 | 1.354 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.86254</span> | 94.84 | 0.003530 | 0.2672 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.160 | 1.853 | 0.6957 | 0.7520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.472 | 1.216 | 1.354 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 480.98412 | 1.009 | -1.209 | -0.9220 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8501 | -0.5381 | -0.9458 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6270 | -0.7661 | -0.6887 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.98412 | 94.85 | -5.609 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.857 | 0.7069 | 0.7519 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.475 | 1.202 | 1.352 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.98412</span> | 94.85 | 0.003664 | 0.2669 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.158 | 1.857 | 0.7069 | 0.7519 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.475 | 1.202 | 1.352 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 480.60990 | 1.003 | -1.203 | -0.9226 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8503 | -0.5410 | -0.9411 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6278 | -0.7701 | -0.6905 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.6099 | 94.24 | -5.603 | -1.011 | -0.2049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.855 | 0.7104 | 0.7534 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.474 | 1.198 | 1.350 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.6099</span> | 94.24 | 0.003688 | 0.2668 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.156 | 1.855 | 0.7104 | 0.7534 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.474 | 1.198 | 1.350 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.29 | 0.9278 | -0.5289 | -0.04762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1043 | -5.468 | 3.876 | 0.6273 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.897 | -2.941 | -2.183 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 480.59557 | 1.001 | -1.204 | -0.9225 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8503 | -0.5407 | -0.9419 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6277 | -0.7694 | -0.6902 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.59557 | 94.13 | -5.604 | -1.011 | -0.2049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.855 | 0.7098 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.474 | 1.198 | 1.350 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.59557</span> | 94.13 | 0.003683 | 0.2668 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.157 | 1.855 | 0.7098 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.474 | 1.198 | 1.350 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.733 | 0.9212 | -0.5619 | -0.05855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1664 | -5.388 | 3.833 | 0.5854 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.924 | -2.927 | -2.102 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 480.58581 | 1.002 | -1.204 | -0.9224 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8502 | -0.5395 | -0.9428 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6273 | -0.7688 | -0.6897 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.58581 | 94.23 | -5.604 | -1.011 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.856 | 0.7092 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.475 | 1.199 | 1.351 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.58581</span> | 94.23 | 0.003683 | 0.2668 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.157 | 1.856 | 0.7092 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.475 | 1.199 | 1.351 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.31 | 0.9226 | -0.5246 | -0.05019 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1134 | -5.293 | 3.771 | 0.5822 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.938 | -2.904 | -2.175 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 480.57360 | 1.001 | -1.205 | -0.9222 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8502 | -0.5392 | -0.9437 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6271 | -0.7681 | -0.6894 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.5736 | 94.13 | -5.605 | -1.011 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.856 | 0.7085 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.475 | 1.200 | 1.351 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.5736</span> | 94.13 | 0.003678 | 0.2668 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.157 | 1.856 | 0.7085 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.475 | 1.200 | 1.351 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.864 | 0.9151 | -0.5515 | -0.06112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1679 | -5.184 | 3.617 | 0.5746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.832 | -2.849 | -2.141 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 480.56429 | 1.002 | -1.206 | -0.9220 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8502 | -0.5382 | -0.9446 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6268 | -0.7674 | -0.6889 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.56429 | 94.23 | -5.606 | -1.011 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.857 | 0.7078 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.475 | 1.201 | 1.351 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.56429</span> | 94.23 | 0.003676 | 0.2669 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.158 | 1.857 | 0.7078 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.475 | 1.201 | 1.351 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.18 | 0.9169 | -0.5105 | -0.05061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1125 | -5.131 | 3.532 | 0.5638 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.931 | -2.821 | -2.132 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 480.55246 | 1.001 | -1.207 | -0.9218 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8501 | -0.5380 | -0.9454 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6266 | -0.7667 | -0.6886 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.55246 | 94.13 | -5.607 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.857 | 0.7071 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 1.201 | 1.352 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.55246</span> | 94.13 | 0.003672 | 0.2669 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.158 | 1.857 | 0.7071 | 0.7532 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.476 | 1.201 | 1.352 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.480 | 0.9098 | -0.5353 | -0.06055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1647 | -5.053 | 3.625 | 0.5654 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.860 | -2.782 | -2.112 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 480.54335 | 1.002 | -1.207 | -0.9217 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8501 | -0.5368 | -0.9463 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6262 | -0.7660 | -0.6881 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.54335 | 94.23 | -5.607 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.858 | 0.7065 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 1.202 | 1.352 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.54335</span> | 94.23 | 0.003671 | 0.2669 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.158 | 1.858 | 0.7065 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.476 | 1.202 | 1.352 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.09 | 0.9120 | -0.4955 | -0.05014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1107 | -4.912 | 3.583 | 0.5835 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.814 | -2.702 | -2.057 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 480.53185 | 1.001 | -1.209 | -0.9215 | -0.9002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.5366 | -0.9472 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6260 | -0.7654 | -0.6878 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.53185 | 94.13 | -5.609 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.858 | 0.7058 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 1.203 | 1.353 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.53185</span> | 94.13 | 0.003666 | 0.2670 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.158 | 1.858 | 0.7058 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.476 | 1.203 | 1.353 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.509 | 0.9048 | -0.5214 | -0.06027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1665 | -4.870 | 3.525 | 0.5641 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.813 | -2.699 | -2.069 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 480.52276 | 1.002 | -1.209 | -0.9214 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.5356 | -0.9481 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6256 | -0.7647 | -0.6873 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.52276 | 94.22 | -5.609 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.859 | 0.7051 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 1.203 | 1.353 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.52276</span> | 94.22 | 0.003664 | 0.2670 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.859 | 0.7051 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.477 | 1.203 | 1.353 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.38 | 0.9060 | -0.4821 | -0.05014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1110 | -4.747 | 3.479 | 0.5798 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.777 | -2.636 | -2.020 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 480.51194 | 1.001 | -1.211 | -0.9212 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.5355 | -0.9490 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6255 | -0.7641 | -0.6869 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.51194 | 94.13 | -5.611 | -1.010 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.859 | 0.7044 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 1.204 | 1.354 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.51194</span> | 94.13 | 0.003659 | 0.2670 | 0.8148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.859 | 0.7044 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.477 | 1.204 | 1.354 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.485 | 0.8991 | -0.5064 | -0.06148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1643 | -4.758 | 3.403 | 0.5432 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.772 | -2.633 | -2.022 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 480.50302 | 1.002 | -1.211 | -0.9210 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8499 | -0.5345 | -0.9500 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6251 | -0.7633 | -0.6864 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.50302 | 94.22 | -5.611 | -1.010 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.860 | 0.7037 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 1.205 | 1.354 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.50302</span> | 94.22 | 0.003656 | 0.2671 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.860 | 0.7037 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.477 | 1.205 | 1.354 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.83 | 0.8997 | -0.4680 | -0.05021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1106 | -4.703 | 3.332 | 0.5674 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.765 | -2.559 | -1.986 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 480.49281 | 1.001 | -1.213 | -0.9209 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8499 | -0.5344 | -0.9509 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6250 | -0.7627 | -0.6860 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.49281 | 94.13 | -5.613 | -1.009 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.860 | 0.7030 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.478 | 1.206 | 1.355 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.49281</span> | 94.13 | 0.003652 | 0.2671 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.160 | 1.860 | 0.7030 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.478 | 1.206 | 1.355 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.447 | 0.8934 | -0.4900 | -0.06030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1577 | -4.708 | 3.266 | 0.5080 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.782 | -2.544 | -1.983 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 480.48415 | 1.002 | -1.213 | -0.9207 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8498 | -0.5335 | -0.9518 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6246 | -0.7620 | -0.6855 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.48415 | 94.22 | -5.613 | -1.009 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.861 | 0.7023 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.478 | 1.206 | 1.355 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.48415</span> | 94.22 | 0.003649 | 0.2671 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.160 | 1.861 | 0.7023 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.478 | 1.206 | 1.355 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.47 | 0.8932 | -0.4526 | -0.04997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1093 | -4.502 | 3.250 | 0.5653 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.769 | -2.486 | -1.944 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 480.47437 | 1.001 | -1.215 | -0.9205 | -0.9001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8498 | -0.5334 | -0.9527 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6244 | -0.7613 | -0.6852 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.47437 | 94.13 | -5.615 | -1.009 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.861 | 0.7016 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.478 | 1.207 | 1.356 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.47437</span> | 94.13 | 0.003644 | 0.2672 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.161 | 1.861 | 0.7016 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.478 | 1.207 | 1.356 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.431 | 0.8869 | -0.4735 | -0.05983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1554 | -4.492 | 3.189 | -0.6996 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.700 | -2.467 | -1.937 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 480.46651 | 1.002 | -1.216 | -0.9203 | -0.9000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8497 | -0.5326 | -0.9537 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6240 | -0.7606 | -0.6847 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.46651 | 94.21 | -5.616 | -1.009 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.861 | 0.7009 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.479 | 1.208 | 1.356 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.46651</span> | 94.21 | 0.003640 | 0.2672 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.161 | 1.861 | 0.7009 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.479 | 1.208 | 1.356 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.502 | 0.8860 | -0.4381 | -0.05035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1103 | -4.453 | 3.114 | 0.5384 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.770 | -2.407 | -1.897 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 480.45755 | 1.001 | -1.217 | -0.9200 | -0.9000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8497 | -0.5325 | -0.9546 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6238 | -0.7600 | -0.6843 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.45755 | 94.13 | -5.617 | -1.009 | -0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.861 | 0.7002 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.479 | 1.209 | 1.357 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.45755</span> | 94.13 | 0.003635 | 0.2673 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.162 | 1.861 | 0.7002 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.479 | 1.209 | 1.357 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.779 | 0.8798 | -0.4544 | -0.05816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1541 | -4.432 | 3.060 | 0.5236 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.719 | -2.365 | -1.874 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 480.44943 | 1.002 | -1.218 | -0.9199 | -0.9000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8496 | -0.5319 | -0.9555 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6235 | -0.7592 | -0.6838 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.44943 | 94.21 | -5.618 | -1.008 | -0.2046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.862 | 0.6995 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.479 | 1.209 | 1.357 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.44943</span> | 94.21 | 0.003631 | 0.2673 | 0.8149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.162 | 1.862 | 0.6995 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.479 | 1.209 | 1.357 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.806 | 0.8785 | -0.4202 | -0.05024 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1124 | -4.289 | 3.039 | 0.5974 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.651 | -2.322 | -1.843 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 480.44100 | 1.001 | -1.220 | -0.9197 | -0.9000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8496 | -0.5318 | -0.9564 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6233 | -0.7586 | -0.6835 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.441 | 94.13 | -5.620 | -1.008 | -0.2046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.862 | 0.6988 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.210 | 1.358 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.441</span> | 94.13 | 0.003626 | 0.2673 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.162 | 1.862 | 0.6988 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.480 | 1.210 | 1.358 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.662 | 0.8724 | -0.4382 | -0.05735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1541 | -4.192 | 3.008 | 0.5718 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.633 | -2.283 | -1.828 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 480.43316 | 1.002 | -1.221 | -0.9195 | -0.9000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8495 | -0.5313 | -0.9573 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6230 | -0.7579 | -0.6830 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.43316 | 94.21 | -5.621 | -1.008 | -0.2046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.862 | 0.6981 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.211 | 1.358 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.43316</span> | 94.21 | 0.003622 | 0.2674 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.163 | 1.862 | 0.6981 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.480 | 1.211 | 1.358 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.374 | 0.8709 | -0.4057 | -0.04981 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1077 | -4.274 | 2.898 | 0.5670 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.709 | -2.249 | -1.806 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 480.42514 | 1.001 | -1.222 | -0.9194 | -0.8999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8495 | -0.5312 | -0.9582 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6227 | -0.7573 | -0.6826 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.42514 | 94.13 | -5.622 | -1.008 | -0.2046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.862 | 0.6974 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.212 | 1.359 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.42514</span> | 94.13 | 0.003617 | 0.2674 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.163 | 1.862 | 0.6974 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.480 | 1.212 | 1.359 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.560 | 0.8648 | -0.4238 | -0.05673 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1505 | -4.130 | 2.894 | 0.5588 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.637 | -2.210 | -1.785 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 480.41757 | 1.002 | -1.223 | -0.9192 | -0.8999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8494 | -0.5307 | -0.9591 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6223 | -0.7566 | -0.6821 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.41757 | 94.21 | -5.623 | -1.008 | -0.2046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.863 | 0.6967 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.481 | 1.212 | 1.359 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.41757</span> | 94.21 | 0.003613 | 0.2674 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.164 | 1.863 | 0.6967 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.481 | 1.212 | 1.359 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.260 | 0.8632 | -0.3905 | -0.04898 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1050 | -4.163 | 2.793 | 0.5626 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.680 | -2.170 | -1.767 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 480.40986 | 1.001 | -1.225 | -0.9190 | -0.8999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8494 | -0.5306 | -0.9600 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6221 | -0.7560 | -0.6818 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.40986 | 94.13 | -5.625 | -1.008 | -0.2045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.863 | 0.6961 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.481 | 1.213 | 1.360 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.40986</span> | 94.13 | 0.003607 | 0.2675 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.164 | 1.863 | 0.6961 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.481 | 1.213 | 1.360 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.433 | 0.8570 | -0.4082 | -0.05598 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1439 | -4.083 | 2.776 | -0.7191 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.623 | -2.134 | -1.744 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 480.40309 | 1.002 | -1.226 | -0.9188 | -0.8999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8493 | -0.5301 | -0.9609 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6217 | -0.7553 | -0.6813 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.40309 | 94.20 | -5.626 | -1.007 | -0.2045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.863 | 0.6954 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.481 | 1.214 | 1.360 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.40309</span> | 94.20 | 0.003603 | 0.2675 | 0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.165 | 1.863 | 0.6954 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.481 | 1.214 | 1.360 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.640 | 0.8551 | -0.3719 | -0.04853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1037 | -4.111 | 2.689 | 0.5674 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.653 | -2.095 | -1.726 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 480.39597 | 1.001 | -1.227 | -0.9185 | -0.8998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8492 | -0.5300 | -0.9618 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6215 | -0.7547 | -0.6809 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.39597 | 94.13 | -5.627 | -1.007 | -0.2045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.863 | 0.6947 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.482 | 1.214 | 1.361 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.39597</span> | 94.13 | 0.003598 | 0.2676 | 0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.165 | 1.863 | 0.6947 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.482 | 1.214 | 1.361 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.827 | 0.8487 | -0.3865 | -0.05558 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1453 | -3.997 | 2.662 | 0.5449 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.580 | -2.061 | -1.701 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 480.38900 | 1.002 | -1.229 | -0.9184 | -0.8998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8491 | -0.5297 | -0.9626 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6211 | -0.7540 | -0.6805 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.389 | 94.20 | -5.629 | -1.007 | -0.2044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6940 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.482 | 1.215 | 1.361 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.389</span> | 94.20 | 0.003593 | 0.2676 | 0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.166 | 1.864 | 0.6940 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.482 | 1.215 | 1.361 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.052 | 0.8465 | -0.3544 | -0.04836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1022 | -3.917 | 2.636 | 0.5926 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.553 | -2.027 | -1.689 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 480.38219 | 1.001 | -1.230 | -0.9183 | -0.8998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8491 | -0.5296 | -0.9634 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6209 | -0.7534 | -0.6801 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.38219 | 94.13 | -5.630 | -1.007 | -0.2044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6934 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.482 | 1.216 | 1.362 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.38219</span> | 94.13 | 0.003587 | 0.2676 | 0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.166 | 1.864 | 0.6934 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.482 | 1.216 | 1.362 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.619 | 0.8406 | -0.3725 | -0.05439 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1411 | -3.915 | 2.594 | -0.6808 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.519 | -1.986 | -1.659 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 480.37598 | 1.002 | -1.232 | -0.9180 | -0.8998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8490 | -0.5292 | -0.9644 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6206 | -0.7528 | -0.6796 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.37598 | 94.20 | -5.632 | -1.007 | -0.2044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6927 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.483 | 1.216 | 1.362 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.37598</span> | 94.20 | 0.003582 | 0.2677 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.167 | 1.864 | 0.6927 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.483 | 1.216 | 1.362 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 6.566 | 0.8383 | -0.3380 | -0.04700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09943 | -3.949 | 2.377 | 0.5751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.561 | -1.951 | -1.641 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 480.36982 | 1.001 | -1.233 | -0.9178 | -0.8997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.5291 | -0.9651 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6204 | -0.7522 | -0.6792 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.36982 | 94.12 | -5.633 | -1.006 | -0.2043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6922 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.483 | 1.217 | 1.363 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.36982</span> | 94.12 | 0.003577 | 0.2677 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.167 | 1.864 | 0.6922 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.483 | 1.217 | 1.363 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.243 | 0.8317 | -0.3515 | -0.05392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1358 | -3.830 | 2.493 | 0.5823 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.510 | -1.918 | -1.620 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 480.36331 | 1.002 | -1.235 | -0.9176 | -0.8997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.5289 | -0.9659 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6201 | -0.7516 | -0.6788 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.36331 | 94.19 | -5.635 | -1.006 | -0.2043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6916 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.483 | 1.218 | 1.363 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.36331</span> | 94.19 | 0.003572 | 0.2677 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.864 | 0.6916 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.483 | 1.218 | 1.363 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.492 | 0.8288 | -0.3226 | -0.04732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09956 | -3.829 | 2.435 | 0.5676 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.517 | -1.882 | -1.604 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 480.35731 | 1.001 | -1.236 | -0.9175 | -0.8996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8488 | -0.5288 | -0.9666 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6198 | -0.7510 | -0.6783 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.35731 | 94.12 | -5.636 | -1.006 | -0.2043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6910 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 1.218 | 1.364 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.35731</span> | 94.12 | 0.003566 | 0.2678 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 1.864 | 0.6910 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.484 | 1.218 | 1.364 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.442 | 0.8230 | -0.3401 | -0.05270 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1329 | -3.818 | 2.394 | -0.6865 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.462 | -1.826 | -1.568 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 480.35158 | 1.002 | -1.238 | -0.9173 | -0.8996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8487 | -0.5286 | -0.9675 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6197 | -0.7504 | -0.6779 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.35158 | 94.19 | -5.638 | -1.006 | -0.2042 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.864 | 0.6904 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 1.219 | 1.364 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.35158</span> | 94.19 | 0.003561 | 0.2678 | 0.8153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.169 | 1.864 | 0.6904 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.484 | 1.219 | 1.364 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.119 | 0.8198 | -0.3066 | -0.04724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1005 | -3.787 | 2.338 | 0.5896 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.465 | -1.812 | -1.559 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 480.34603 | 1.001 | -1.239 | -0.9170 | -0.8996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8486 | -0.5283 | -0.9683 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6195 | -0.7499 | -0.6775 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.34603 | 94.12 | -5.639 | -1.006 | -0.2042 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.865 | 0.6897 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 1.220 | 1.364 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.34603</span> | 94.12 | 0.003555 | 0.2679 | 0.8153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.170 | 1.865 | 0.6897 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.484 | 1.220 | 1.364 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.669 | 0.8137 | -0.3182 | -0.05158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1292 | -3.845 | 2.251 | 0.5349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.532 | -1.781 | -1.537 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 480.33997 | 1.002 | -1.241 | -0.9169 | -0.8995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8486 | -0.5282 | -0.9690 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6192 | -0.7493 | -0.6772 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.33997 | 94.19 | -5.641 | -1.005 | -0.2041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.865 | 0.6892 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 1.220 | 1.365 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.33997</span> | 94.19 | 0.003550 | 0.2679 | 0.8153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.170 | 1.865 | 0.6892 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.484 | 1.220 | 1.365 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.944 | 0.8109 | -0.2900 | -0.04418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09220 | -3.817 | 2.207 | 0.5423 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.530 | -1.750 | -1.524 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 480.33440 | 1.001 | -1.242 | -0.9168 | -0.8995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8485 | -0.5280 | -0.9697 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6188 | -0.7487 | -0.6768 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.3344 | 94.12 | -5.642 | -1.005 | -0.2041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.865 | 0.6887 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.485 | 1.221 | 1.365 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.3344</span> | 94.12 | 0.003544 | 0.2679 | 0.8154 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.171 | 1.865 | 0.6887 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.485 | 1.221 | 1.365 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.630 | 0.8048 | -0.3070 | -0.04965 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1246 | -3.770 | 2.179 | 0.5400 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.465 | -1.710 | -1.500 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 480.32852 | 1.002 | -1.244 | -0.9167 | -0.8994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8485 | -0.5278 | -0.9703 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6184 | -0.7482 | -0.6764 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.32852 | 94.19 | -5.644 | -1.005 | -0.2041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.865 | 0.6882 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.485 | 1.221 | 1.366 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.32852</span> | 94.19 | 0.003538 | 0.2679 | 0.8154 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.171 | 1.865 | 0.6882 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.485 | 1.221 | 1.366 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.819 | 0.8018 | -0.2789 | -0.04260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08823 | -3.653 | 2.177 | -0.6593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.384 | -1.678 | -1.478 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 480.32382 | 1.001 | -1.246 | -0.9164 | -0.8994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8484 | -0.5276 | -0.9711 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6183 | -0.7477 | -0.6761 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.32382 | 94.12 | -5.646 | -1.005 | -0.2040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.865 | 0.6876 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.222 | 1.366 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.32382</span> | 94.12 | 0.003533 | 0.2680 | 0.8155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.172 | 1.865 | 0.6876 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.222 | 1.366 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.225 | 0.7951 | -0.2896 | -0.04843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1194 | -3.720 | 2.091 | -0.7072 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.430 | -1.641 | -1.454 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 480.31902 | 1.002 | -1.247 | -0.9160 | -0.8993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8482 | -0.5273 | -0.9719 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6182 | -0.7473 | -0.6757 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.31902 | 94.19 | -5.647 | -1.005 | -0.2039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.865 | 0.6870 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.222 | 1.367 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.31902</span> | 94.19 | 0.003527 | 0.2681 | 0.8155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.173 | 1.865 | 0.6870 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.222 | 1.367 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.904 | 0.7922 | -0.2469 | -0.04034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08539 | -3.545 | 2.094 | -0.6237 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.331 | -1.619 | -1.454 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 480.31471 | 1.001 | -1.249 | -0.9156 | -0.8993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8481 | -0.5271 | -0.9727 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6181 | -0.7468 | -0.6753 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.31471 | 94.12 | -5.649 | -1.004 | -0.2039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.866 | 0.6864 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.223 | 1.367 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.31471</span> | 94.12 | 0.003522 | 0.2681 | 0.8156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.174 | 1.866 | 0.6864 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.223 | 1.367 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.295 | 0.7853 | -0.2507 | -0.04627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1126 | -3.760 | 1.942 | -0.7288 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.482 | -1.617 | -1.436 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 480.31013 | 1.002 | -1.250 | -0.9152 | -0.8992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8480 | -0.5269 | -0.9734 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6180 | -0.7464 | -0.6750 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.31013 | 94.19 | -5.650 | -1.004 | -0.2038 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.866 | 0.6859 | 0.7535 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.223 | 1.367 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.31013</span> | 94.19 | 0.003516 | 0.2682 | 0.8156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.175 | 1.866 | 0.6859 | 0.7535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.223 | 1.367 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.435 | 0.7821 | -0.2118 | -0.03855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07590 | -3.495 | 2.000 | -0.6027 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.382 | -1.576 | -1.413 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 480.30581 | 1.001 | -1.252 | -0.9149 | -0.8991 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8479 | -0.5266 | -0.9741 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6178 | -0.7459 | -0.6746 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.30581 | 94.12 | -5.652 | -1.003 | -0.2037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.866 | 0.6854 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.224 | 1.368 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.30581</span> | 94.12 | 0.003510 | 0.2683 | 0.8157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.176 | 1.866 | 0.6854 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.224 | 1.368 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.315 | 0.7789 | -0.2090 | -0.03720 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09944 | -3.577 | 1.911 | -0.6518 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.378 | -1.528 | -1.376 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 480.30125 | 1.002 | -1.254 | -0.9146 | -0.8990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8478 | -0.5264 | -0.9748 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6176 | -0.7454 | -0.6743 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.30125 | 94.19 | -5.654 | -1.003 | -0.2037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.866 | 0.6848 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 1.224 | 1.368 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.30125</span> | 94.19 | 0.003505 | 0.2683 | 0.8157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.177 | 1.866 | 0.6848 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.486 | 1.224 | 1.368 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.353 | 0.7723 | -0.1834 | -0.03622 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07047 | -3.672 | 1.822 | -0.6713 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.445 | -1.532 | -1.389 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 480.29714 | 1.001 | -1.255 | -0.9143 | -0.8990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8476 | -0.5261 | -0.9754 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6174 | -0.7450 | -0.6740 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.29714 | 94.12 | -5.655 | -1.003 | -0.2036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.866 | 0.6843 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.487 | 1.225 | 1.369 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.29714</span> | 94.12 | 0.003499 | 0.2684 | 0.8158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.178 | 1.866 | 0.6843 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.487 | 1.225 | 1.369 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.435 | 0.7663 | -0.1878 | -0.03986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1019 | -3.343 | 1.893 | 0.6711 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.269 | -1.487 | -1.354 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 480.29215 | 1.002 | -1.257 | -0.9143 | -0.8989 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8476 | -0.5260 | -0.9760 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6172 | -0.7444 | -0.6736 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.29215 | 94.18 | -5.657 | -1.003 | -0.2036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.867 | 0.6839 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.487 | 1.226 | 1.369 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.29215</span> | 94.18 | 0.003493 | 0.2684 | 0.8158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.179 | 1.867 | 0.6839 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.487 | 1.226 | 1.369 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.161 | 0.7621 | -0.1686 | -0.03452 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06632 | -3.552 | 1.775 | 0.6057 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.379 | -1.473 | -1.364 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 480.28721 | 1.001 | -1.259 | -0.9145 | -0.8989 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8476 | -0.5257 | -0.9765 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6170 | -0.7439 | -0.6732 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.28721 | 94.12 | -5.659 | -1.003 | -0.2035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.867 | 0.6836 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.487 | 1.226 | 1.369 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.28721</span> | 94.12 | 0.003487 | 0.2684 | 0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.179 | 1.867 | 0.6836 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.487 | 1.226 | 1.369 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.925 | 0.7584 | -0.1913 | -0.03513 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09132 | -3.418 | 1.781 | -0.6203 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.349 | -1.417 | -1.313 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 480.28278 | 1.002 | -1.260 | -0.9144 | -0.8988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8475 | -0.5255 | -0.9770 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6167 | -0.7434 | -0.6728 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.28278 | 94.19 | -5.660 | -1.003 | -0.2035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.867 | 0.6832 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.487 | 1.227 | 1.370 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.28278</span> | 94.19 | 0.003481 | 0.2684 | 0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.179 | 1.867 | 0.6832 | 0.7537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.487 | 1.227 | 1.370 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.442 | 0.7524 | -0.1734 | -0.03276 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06267 | -3.400 | 1.746 | -0.5960 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.307 | -1.411 | -1.323 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 480.27897 | 1.001 | -1.262 | -0.9141 | -0.8988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8474 | -0.5252 | -0.9776 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6165 | -0.7431 | -0.6724 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.27897 | 94.13 | -5.662 | -1.003 | -0.2034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.867 | 0.6827 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.227 | 1.370 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.27897</span> | 94.13 | 0.003475 | 0.2684 | 0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.180 | 1.867 | 0.6827 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.227 | 1.370 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.732 | 0.7463 | -0.1764 | -0.03625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08933 | -3.375 | 1.716 | 0.6486 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.273 | -1.374 | -1.283 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 480.27440 | 1.002 | -1.264 | -0.9140 | -0.8987 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8473 | -0.5250 | -0.9782 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6164 | -0.7427 | -0.6721 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.2744 | 94.19 | -5.664 | -1.003 | -0.2034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.867 | 0.6823 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.227 | 1.371 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.2744</span> | 94.19 | 0.003469 | 0.2684 | 0.8160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.181 | 1.867 | 0.6823 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.227 | 1.371 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.305 | 0.7431 | -0.1535 | -0.02884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05624 | -3.424 | 1.641 | -0.6166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.366 | -1.368 | -1.291 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 480.27043 | 1.001 | -1.266 | -0.9140 | -0.8987 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8473 | -0.5247 | -0.9786 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6161 | -0.7423 | -0.6718 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.27043 | 94.13 | -5.666 | -1.002 | -0.2033 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.868 | 0.6819 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.228 | 1.371 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.27043</span> | 94.13 | 0.003463 | 0.2685 | 0.8160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.181 | 1.868 | 0.6819 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.228 | 1.371 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.306 | 0.7372 | -0.1665 | -0.03186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08221 | -3.333 | 1.631 | -0.6040 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.265 | -1.322 | -1.255 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 480.26665 | 1.002 | -1.267 | -0.9136 | -0.8986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8471 | -0.5244 | -0.9791 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6160 | -0.7419 | -0.6714 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.26665 | 94.19 | -5.667 | -1.002 | -0.2032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.868 | 0.6815 | 0.7540 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.228 | 1.371 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.26665</span> | 94.19 | 0.003457 | 0.2685 | 0.8161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.182 | 1.868 | 0.6815 | 0.7540 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.228 | 1.371 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.654 | 0.7327 | -0.1326 | -0.02617 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04981 | -3.394 | 1.559 | -0.6139 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.358 | -1.341 | -1.268 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 480.26300 | 1.001 | -1.269 | -0.9132 | -0.8985 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8470 | -0.5241 | -0.9796 | -1.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6158 | -0.7416 | -0.6711 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.263 | 94.13 | -5.669 | -1.002 | -0.2032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.868 | 0.6812 | 0.7542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.229 | 1.372 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.263</span> | 94.13 | 0.003451 | 0.2686 | 0.8162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.183 | 1.868 | 0.6812 | 0.7542 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.229 | 1.372 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.009 | 0.7258 | -0.1343 | -0.03035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07619 | -3.164 | 1.609 | -0.5397 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.251 | -1.282 | -1.219 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 480.25930 | 1.002 | -1.271 | -0.9130 | -0.8985 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5239 | -0.9802 | -1.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6155 | -0.7412 | -0.6708 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.2593 | 94.19 | -5.671 | -1.002 | -0.2031 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.868 | 0.6807 | 0.7543 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 1.229 | 1.372 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.2593</span> | 94.19 | 0.003445 | 0.2686 | 0.8162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.868 | 0.6807 | 0.7543 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.489 | 1.229 | 1.372 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.851 | 0.7223 | -0.1045 | -0.02290 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04316 | -3.376 | 1.478 | 0.6193 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.343 | -1.302 | -1.232 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 75</span>| 480.25486 | 1.001 | -1.273 | -0.9131 | -0.8984 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5237 | -0.9805 | -1.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6152 | -0.7408 | -0.6705 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.25486 | 94.14 | -5.673 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.868 | 0.6805 | 0.7542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 1.230 | 1.373 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.25486</span> | 94.14 | 0.003439 | 0.2686 | 0.8162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.868 | 0.6805 | 0.7542 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.489 | 1.230 | 1.373 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.282 | 0.7167 | -0.1236 | -0.02586 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06793 | -3.294 | 1.470 | 0.6693 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.247 | -1.242 | -1.194 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 76</span>| 480.25000 | 1.002 | -1.274 | -0.9134 | -0.8984 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5231 | -0.9806 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6147 | -0.7402 | -0.6701 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.25 | 94.20 | -5.674 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.869 | 0.6804 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.490 | 1.230 | 1.373 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.25</span> | 94.20 | 0.003434 | 0.2686 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.869 | 0.6804 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.490 | 1.230 | 1.373 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.823 | 0.7134 | -0.1173 | -0.02040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04062 | -3.151 | 1.491 | -0.5685 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.243 | -1.237 | -1.210 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 77</span>| 480.24598 | 1.001 | -1.276 | -0.9134 | -0.8984 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5229 | -0.9809 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6145 | -0.7399 | -0.6698 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.24598 | 94.13 | -5.676 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.869 | 0.6802 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.490 | 1.231 | 1.373 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.24598</span> | 94.13 | 0.003427 | 0.2686 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.869 | 0.6802 | 0.7539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.490 | 1.231 | 1.373 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.294 | 0.7076 | -0.1362 | -0.02383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06566 | -3.147 | 1.461 | 0.6663 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.244 | -1.185 | -1.155 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 78</span>| 480.24152 | 1.002 | -1.278 | -0.9134 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5225 | -0.9813 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6142 | -0.7395 | -0.6694 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.24152 | 94.19 | -5.678 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.869 | 0.6799 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.490 | 1.231 | 1.374 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.24152</span> | 94.19 | 0.003421 | 0.2686 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.869 | 0.6799 | 0.7538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.490 | 1.231 | 1.374 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.573 | 0.7031 | -0.1214 | -0.01999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04022 | -3.129 | 1.425 | 0.6287 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.274 | -1.197 | -1.174 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 79</span>| 480.23703 | 1.001 | -1.280 | -0.9136 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5223 | -0.9815 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6136 | -0.7392 | -0.6691 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.23703 | 94.13 | -5.680 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.869 | 0.6797 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.491 | 1.231 | 1.374 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.23703</span> | 94.13 | 0.003415 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.869 | 0.6797 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.491 | 1.231 | 1.374 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.496 | 0.6977 | -0.1464 | -0.02500 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06997 | -3.031 | 1.316 | 0.6455 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.198 | -1.144 | -1.124 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 80</span>| 480.23246 | 1.002 | -1.281 | -0.9138 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5219 | -0.9816 | -1.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6131 | -0.7387 | -0.6687 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.23246 | 94.19 | -5.681 | -1.002 | -0.2030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.870 | 0.6796 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 1.232 | 1.375 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.23246</span> | 94.19 | 0.003409 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.870 | 0.6796 | 0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.492 | 1.232 | 1.375 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.825 | 0.6940 | -0.1347 | -0.01919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03939 | -3.118 | 1.378 | 0.5922 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.219 | -1.136 | -1.127 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 81</span>| 480.22809 | 1.001 | -1.283 | -0.9138 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5217 | -0.9816 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6127 | -0.7384 | -0.6684 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.22809 | 94.14 | -5.683 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.870 | 0.6796 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 1.232 | 1.375 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.22809</span> | 94.14 | 0.003403 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.870 | 0.6796 | 0.7531 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.492 | 1.232 | 1.375 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.001 | 0.6885 | -0.1518 | -0.02256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06414 | -2.892 | 1.443 | 0.6415 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -1.098 | -1.101 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 82</span>| 480.22387 | 1.002 | -1.285 | -0.9139 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5212 | -0.9821 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6124 | -0.7381 | -0.6680 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.22387 | 94.19 | -5.685 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.870 | 0.6793 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 1.232 | 1.375 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.22387</span> | 94.19 | 0.003397 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.870 | 0.6793 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.492 | 1.232 | 1.375 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.360 | 0.6846 | -0.1392 | -0.01938 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04006 | -2.853 | 1.421 | -0.5715 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -1.117 | -1.118 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 83</span>| 480.22054 | 1.001 | -1.287 | -0.9139 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5210 | -0.9826 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6125 | -0.7380 | -0.6676 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.22054 | 94.14 | -5.687 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.871 | 0.6789 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 1.233 | 1.376 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.22054</span> | 94.14 | 0.003391 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.871 | 0.6789 | 0.7530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.492 | 1.233 | 1.376 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.774 | 0.6781 | -0.1521 | -0.02419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06697 | -2.800 | 1.392 | 0.6467 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.111 | -1.074 | -1.064 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 84</span>| 480.21670 | 1.002 | -1.288 | -0.9138 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5206 | -0.9832 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6123 | -0.7378 | -0.6672 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.2167 | 94.19 | -5.688 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.871 | 0.6784 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 1.233 | 1.376 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.2167</span> | 94.19 | 0.003385 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.871 | 0.6784 | 0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.493 | 1.233 | 1.376 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.519 | 0.6730 | -0.1351 | -0.02088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04118 | -2.856 | 1.311 | 0.6094 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.165 | -1.062 | -1.048 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 85</span>| 480.21269 | 1.001 | -1.290 | -0.9139 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5205 | -0.9835 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6119 | -0.7376 | -0.6670 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.21269 | 94.14 | -5.690 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.871 | 0.6782 | 0.7527 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 1.233 | 1.377 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.21269</span> | 94.14 | 0.003379 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.871 | 0.6782 | 0.7527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.493 | 1.233 | 1.377 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.933 | 0.6686 | -0.1517 | -0.01805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06304 | -2.806 | 1.298 | 0.6045 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.073 | -1.045 | -1.026 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 86</span>| 480.20865 | 1.002 | -1.292 | -0.9139 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8469 | -0.5201 | -0.9839 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6115 | -0.7373 | -0.6667 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.20865 | 94.19 | -5.692 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.871 | 0.6779 | 0.7525 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.233 | 1.377 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.20865</span> | 94.19 | 0.003373 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.184 | 1.871 | 0.6779 | 0.7525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.233 | 1.377 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.802 | 0.6647 | -0.1367 | -0.01906 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03994 | -2.699 | 1.311 | -0.5807 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.078 | -1.030 | -1.030 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 87</span>| 480.20558 | 1.001 | -1.294 | -0.9137 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8468 | -0.5199 | -0.9842 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6113 | -0.7372 | -0.6665 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.20558 | 94.14 | -5.694 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.871 | 0.6776 | 0.7525 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.233 | 1.377 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.20558</span> | 94.14 | 0.003367 | 0.2685 | 0.8163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.185 | 1.871 | 0.6776 | 0.7525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.233 | 1.377 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.911 | 0.6576 | -0.1438 | -0.02051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06613 | -2.751 | 1.246 | -0.6218 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.053 | -1.017 | -1.010 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 88</span>| 480.20291 | 1.002 | -1.296 | -0.9132 | -0.8982 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8467 | -0.5195 | -0.9848 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6112 | -0.7370 | -0.6662 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.20291 | 94.19 | -5.696 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 1.872 | 0.6772 | 0.7527 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.234 | 1.377 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.20291</span> | 94.19 | 0.003361 | 0.2686 | 0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.186 | 1.872 | 0.6772 | 0.7527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.234 | 1.377 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.296 | 0.6533 | -0.1055 | -0.01383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03435 | -2.750 | 1.192 | -0.6155 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.121 | -1.037 | -1.054 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 89</span>| 480.20010 | 1.001 | -1.297 | -0.9127 | -0.8982 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8466 | -0.5193 | -0.9850 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6110 | -0.7368 | -0.6658 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.2001 | 94.14 | -5.697 | -1.001 | -0.2028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.872 | 0.6771 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.234 | 1.378 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.2001</span> | 94.14 | 0.003355 | 0.2687 | 0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.872 | 0.6771 | 0.7528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.234 | 1.378 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.841 | 0.6461 | -0.09617 | -0.01892 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05600 | -2.503 | 1.255 | 0.6797 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.9587 | -1.006 | -0.9794 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 90</span>| 480.19652 | 1.002 | -1.299 | -0.9127 | -0.8982 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8466 | -0.5191 | -0.9853 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6108 | -0.7364 | -0.6653 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.19652 | 94.19 | -5.699 | -1.001 | -0.2028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.872 | 0.6768 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.234 | 1.378 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.19652</span> | 94.19 | 0.003349 | 0.2687 | 0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.872 | 0.6768 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.234 | 1.378 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 91</span>| 480.19461 | 1.002 | -1.301 | -0.9128 | -0.8982 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8466 | -0.5193 | -0.9855 | -1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6107 | -0.7361 | -0.6650 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.19461 | 94.18 | -5.701 | -1.001 | -0.2028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.872 | 0.6767 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 1.235 | 1.379 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.19461</span> | 94.18 | 0.003342 | 0.2687 | 0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.872 | 0.6767 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.235 | 1.379 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 92</span>| 480.18441 | 1.002 | -1.313 | -0.9134 | -0.8983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8466 | -0.5209 | -0.9862 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6104 | -0.7344 | -0.6628 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.18441 | 94.17 | -5.713 | -1.002 | -0.2029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.871 | 0.6762 | 0.7522 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.495 | 1.237 | 1.381 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.18441</span> | 94.17 | 0.003303 | 0.2686 | 0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.871 | 0.6762 | 0.7522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.495 | 1.237 | 1.381 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 93</span>| 480.15712 | 1.001 | -1.360 | -0.9157 | -0.8984 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8466 | -0.5271 | -0.9890 | -1.004 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6089 | -0.7277 | -0.6540 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.15712 | 94.12 | -5.760 | -1.004 | -0.2031 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.866 | 0.6740 | 0.7509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.497 | 1.244 | 1.391 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.15712</span> | 94.12 | 0.003151 | 0.2681 | 0.8162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.866 | 0.6740 | 0.7509 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.497 | 1.244 | 1.391 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 94</span>| 480.23418 | 0.9997 | -1.543 | -0.9246 | -0.8991 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8465 | -0.5509 | -1.000 | -1.011 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6032 | -0.7017 | -0.6198 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.23418 | 93.97 | -5.943 | -1.013 | -0.2037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 1.847 | 0.6655 | 0.7454 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.503 | 1.272 | 1.431 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.23418</span> | 93.97 | 0.002624 | 0.2664 | 0.8157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.187 | 1.847 | 0.6655 | 0.7454 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.503 | 1.272 | 1.431 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -6.048 | 0.4781 | -0.2230 | -0.02217 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05480 | -3.577 | 0.9301 | 0.6494 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.028 | -0.4525 | -0.4232 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 95</span>| 480.10748 | 1.002 | -1.612 | -0.8919 | -0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8419 | -0.5057 | -1.005 | -1.011 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6089 | -0.7402 | -0.6757 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.10748 | 94.20 | -6.012 | -0.9804 | -0.2001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.107 | 1.883 | 0.6618 | 0.7449 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.497 | 1.230 | 1.367 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.10748</span> | 94.20 | 0.002450 | 0.2728 | 0.8186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.225 | 1.883 | 0.6618 | 0.7449 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.497 | 1.230 | 1.367 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.588 | -0.2032 | 1.050 | 0.05863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1556 | -1.013 | -0.1797 | 0.1430 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.088 | -1.192 | -1.504 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 96</span>| 480.44664 | 1.003 | -1.804 | -0.9880 | -0.8940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8524 | -0.4601 | -0.9127 | -1.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5485 | -0.7099 | -0.6226 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.44664 | 94.31 | -6.204 | -1.077 | -0.1987 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.097 | 1.919 | 0.7320 | 0.7196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.568 | 1.263 | 1.427 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.44664</span> | 94.31 | 0.002022 | 0.2542 | 0.8198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.139 | 1.919 | 0.7320 | 0.7196 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.568 | 1.263 | 1.427 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 97</span>| 480.05051 | 1.002 | -1.657 | -0.9147 | -0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8444 | -0.4949 | -0.9832 | -1.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5946 | -0.7329 | -0.6630 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.05051 | 94.19 | -6.057 | -1.003 | -0.1998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.105 | 1.891 | 0.6784 | 0.7389 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.514 | 1.238 | 1.381 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.05051</span> | 94.19 | 0.002341 | 0.2683 | 0.8189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.205 | 1.891 | 0.6784 | 0.7389 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.514 | 1.238 | 1.381 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.048 | -0.2764 | -0.02525 | 0.07726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1002 | 0.1555 | 1.072 | 0.1458 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5013 | -0.7465 | -0.9442 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 98</span>| 480.05873 | 1.002 | -1.641 | -0.9145 | -0.9051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8597 | -0.5017 | -0.9961 | -1.019 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5552 | -0.7600 | -0.6392 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.05873 | 94.21 | -6.041 | -1.003 | -0.2097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.089 | 1.886 | 0.6686 | 0.7381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.561 | 1.209 | 1.408 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.05873</span> | 94.21 | 0.002380 | 0.2684 | 0.8108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.080 | 1.886 | 0.6686 | 0.7381 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.561 | 1.209 | 1.408 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 99</span>| 480.03299 | 1.002 | -1.650 | -0.9146 | -0.8993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8508 | -0.4977 | -0.9887 | -1.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5780 | -0.7442 | -0.6529 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.03299 | 94.17 | -6.050 | -1.003 | -0.2040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.098 | 1.889 | 0.6742 | 0.7386 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.533 | 1.226 | 1.393 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.03299</span> | 94.17 | 0.002357 | 0.2683 | 0.8155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.152 | 1.889 | 0.6742 | 0.7386 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.533 | 1.226 | 1.393 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.07884 | -0.2508 | -0.03233 | -0.02314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1302 | 0.06288 | 0.7629 | 0.2261 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.3850 | -1.277 | -0.6610 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 100</span>| 480.00970 | 1.003 | -1.641 | -0.9125 | -0.9005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.4980 | -0.9983 | -1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5841 | -0.7275 | -0.6414 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.0097 | 94.26 | -6.041 | -1.001 | -0.2051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6670 | 0.7367 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.526 | 1.244 | 1.406 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.0097</span> | 94.26 | 0.002380 | 0.2687 | 0.8145 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.889 | 0.6670 | 0.7367 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.526 | 1.244 | 1.406 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.51 | -0.2151 | 0.1066 | -0.04414 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06212 | -0.2557 | 0.09002 | -0.09728 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.06582 | -0.3883 | 0.07016 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 101</span>| 480.02569 | 1.000 | -1.627 | -0.9257 | -0.9015 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8496 | -0.4974 | -1.010 | -1.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5876 | -0.7200 | -0.6493 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.02569 | 94.03 | -6.027 | -1.014 | -0.2061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6581 | 0.7348 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.522 | 1.252 | 1.397 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.02569</span> | 94.03 | 0.002413 | 0.2662 | 0.8138 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.162 | 1.889 | 0.6581 | 0.7348 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.522 | 1.252 | 1.397 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 102</span>| 480.01783 | 1.000 | -1.636 | -0.9171 | -0.9008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8499 | -0.4978 | -1.002 | -1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5853 | -0.7249 | -0.6441 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.01783 | 94.03 | -6.036 | -1.006 | -0.2055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6639 | 0.7361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.525 | 1.247 | 1.403 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.01783</span> | 94.03 | 0.002392 | 0.2678 | 0.8143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.160 | 1.889 | 0.6639 | 0.7361 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.525 | 1.247 | 1.403 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 103</span>| 480.01762 | 1.000 | -1.639 | -0.9140 | -0.9006 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.4979 | -0.9995 | -1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5844 | -0.7266 | -0.6422 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.01762 | 94.04 | -6.039 | -1.002 | -0.2052 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6660 | 0.7365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.526 | 1.245 | 1.405 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.01762</span> | 94.04 | 0.002384 | 0.2685 | 0.8145 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.889 | 0.6660 | 0.7365 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.526 | 1.245 | 1.405 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 104</span>| 480.00603 | 1.001 | -1.641 | -0.9125 | -0.9005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8500 | -0.4980 | -0.9983 | -1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5841 | -0.7275 | -0.6414 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.00603 | 94.12 | -6.041 | -1.001 | -0.2051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6670 | 0.7367 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.526 | 1.244 | 1.406 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.00603</span> | 94.12 | 0.002380 | 0.2687 | 0.8145 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.159 | 1.889 | 0.6670 | 0.7367 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.526 | 1.244 | 1.406 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -6.885 | -0.2187 | 0.06031 | -0.05864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1316 | -0.6942 | -0.07940 | 0.7419 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2628 | -0.6303 | -0.1748 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 105</span>| 480.00355 | 1.002 | -1.640 | -0.9125 | -0.9004 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8497 | -0.4981 | -0.9983 | -1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5835 | -0.7267 | -0.6420 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.00355 | 94.17 | -6.040 | -1.001 | -0.2050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.099 | 1.889 | 0.6669 | 0.7366 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.527 | 1.245 | 1.405 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.00355</span> | 94.17 | 0.002382 | 0.2687 | 0.8147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.162 | 1.889 | 0.6669 | 0.7366 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.527 | 1.245 | 1.405 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.1332 | -0.2152 | 0.07761 | -0.04946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09731 | -0.07704 | 0.1258 | 0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.08309 | -0.3432 | 0.03979 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 106</span>| 480.00003 | 1.002 | -1.640 | -0.9126 | -0.9003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8495 | -0.4980 | -0.9985 | -1.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5836 | -0.7262 | -0.6420 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.00003 | 94.19 | -6.040 | -1.001 | -0.2049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 1.889 | 0.6668 | 0.7355 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.527 | 1.245 | 1.405 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.00003</span> | 94.19 | 0.002382 | 0.2687 | 0.8147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.163 | 1.889 | 0.6668 | 0.7355 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.527 | 1.245 | 1.405 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.294 | -0.2073 | 0.08146 | -0.04541 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07807 | -0.2293 | 0.05730 | 0.8075 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.008164 | -0.3171 | 0.03808 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 107</span>| 479.99578 | 1.002 | -1.638 | -0.9109 | -0.8997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8483 | -0.4984 | -0.9975 | -1.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5809 | -0.7230 | -0.6440 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.99578 | 94.17 | -6.038 | -0.9994 | -0.2043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 1.889 | 0.6675 | 0.7343 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.530 | 1.249 | 1.403 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.99578</span> | 94.17 | 0.002387 | 0.2691 | 0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.172 | 1.889 | 0.6675 | 0.7343 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.530 | 1.249 | 1.403 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 108</span>| 479.99301 | 1.002 | -1.632 | -0.9055 | -0.8980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8447 | -0.4999 | -0.9947 | -1.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5728 | -0.7134 | -0.6498 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.99301 | 94.16 | -6.032 | -0.9941 | -0.2026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.104 | 1.887 | 0.6697 | 0.7310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.540 | 1.259 | 1.396 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.99301</span> | 94.16 | 0.002402 | 0.2701 | 0.8166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.202 | 1.887 | 0.6697 | 0.7310 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.540 | 1.259 | 1.396 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.5972 | -0.1625 | 0.4650 | 0.009686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08636 | -1.694 | -0.1652 | -1.042 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1517 | 0.4204 | -0.3659 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 109</span>| 479.98697 | 1.002 | -1.611 | -0.9101 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8385 | -0.4966 | -0.9980 | -1.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5750 | -0.7140 | -0.6459 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.98697 | 94.17 | -6.011 | -0.9986 | -0.1991 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.111 | 1.890 | 0.6672 | 0.7309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.537 | 1.259 | 1.401 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.98697</span> | 94.17 | 0.002451 | 0.2692 | 0.8195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.253 | 1.890 | 0.6672 | 0.7309 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.537 | 1.259 | 1.401 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.005684 | -0.1115 | 0.2082 | 0.08938 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3008 | 0.01411 | 0.1052 | -0.7061 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.4111 | 0.4010 | -0.1199 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 110</span>| 479.98697 | 1.002 | -1.611 | -0.9101 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8385 | -0.4966 | -0.9980 | -1.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5750 | -0.7140 | -0.6459 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.98697 | 94.17 | -6.011 | -0.9986 | -0.1991 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.111 | 1.890 | 0.6672 | 0.7309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.537 | 1.259 | 1.401 |...........|</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.98697</span> | 94.17 | 0.002451 | 0.2692 | 0.8195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.253 | 1.890 | 0.6672 | 0.7309 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.537 | 1.259 | 1.401 |...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_focei_const</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_const</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_k2 | g_qlogis | sigma | o1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o2 | o3 | o4 | o5 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o6 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 517.20934 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 517.20934 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 517.20934</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | 64.43 | 1.648 | -0.07882 | -0.2050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4304 | 0.05992 | -56.51 | 17.73 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.983 | -11.00 | -3.771 | 3.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.58 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 2737.3115 | 0.2806 | -1.018 | -0.9100 | -0.9273 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9731 | -0.8892 | -0.2282 | -1.075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9854 | -0.7447 | -0.8291 | -0.9136 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7499 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 2737.3115 | 26.38 | -5.418 | -0.9691 | -1.898 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.295 | 0.1399 | 2.105 | 0.5864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7671 | 1.329 | 1.042 | 0.8535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.298 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 2737.3115</span> | 26.38 | 0.004434 | 0.2751 | 0.1499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01363 | 0.5349 | 2.105 | 0.5864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7671 | 1.329 | 1.042 | 0.8535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.298 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 569.57476 | 0.9281 | -1.002 | -0.9108 | -0.9293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9774 | -0.8886 | -0.7961 | -0.8964 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8851 | -0.8553 | -0.8670 | -0.8775 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8562 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 569.57476 | 87.24 | -5.402 | -0.9699 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.650 | 0.7166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8537 | 1.198 | 1.004 | 0.8856 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.175 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 569.57476</span> | 87.24 | 0.004508 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01358 | 0.5349 | 1.650 | 0.7166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8537 | 1.198 | 1.004 | 0.8856 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.175 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 531.41065 | 0.9928 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9778 | -0.8885 | -0.8528 | -0.8786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8751 | -0.8663 | -0.8708 | -0.8739 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8668 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.41065 | 93.32 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.605 | 0.7297 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8624 | 1.185 | 1.000 | 0.8888 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.163 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.41065</span> | 93.32 | 0.004516 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.605 | 0.7297 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8624 | 1.185 | 1.000 | 0.8888 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.163 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 531.74000 | 0.9993 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8585 | -0.8768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8741 | -0.8674 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8679 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.74 | 93.93 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.601 | 0.7310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8632 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.74</span> | 93.93 | 0.004516 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.601 | 0.7310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8632 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 531.81753 | 0.9999 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8591 | -0.8767 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.81753 | 93.99 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.81753</span> | 93.99 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 531.82573 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8591 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82573 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82573</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 531.82668 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82668 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82668</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 531.82678 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82678 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82678</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 531.82678 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82678 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82678</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 531.82679 | 1.000 | -1.000 | -0.9109 | -0.9296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9779 | -0.8885 | -0.8592 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8740 | -0.8675 | -0.8712 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8680 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 531.82679 | 94.00 | -5.400 | -0.9700 | -1.900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.300 | 0.1400 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 531.82679</span> | 94.00 | 0.004517 | 0.2749 | 0.1496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01357 | 0.5349 | 1.600 | 0.7311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8633 | 1.183 | 1.000 | 0.8891 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.161 |...........|...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># Variance by variable is supported by 'saem' and 'focei'</span></span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_saem_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_obs</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> 1: 93.4067 -5.7935 -0.0604 2.2993 -1.1624 2.9450 1.7342 0.6650 0.5890 0.4750 14.5215 9.1023</span> +<span class="r-out co"><span class="r-pr">#></span> 2: 93.8811 -5.7873 -0.0289 2.3640 -1.0762 2.7977 2.0710 0.6317 0.5595 0.4512 11.1033 4.6425</span> +<span class="r-out co"><span class="r-pr">#></span> 3: 94.0397 -5.9934 0.0119 2.4035 -1.0703 3.0693 2.4524 0.6124 0.5316 0.4287 10.0698 3.4243</span> +<span class="r-out co"><span class="r-pr">#></span> 4: 93.8834 -6.0401 0.0041 2.3944 -1.0097 2.9159 3.1645 0.6120 0.5050 0.4073 9.2013 3.2162</span> +<span class="r-out co"><span class="r-pr">#></span> 5: 94.0163 -5.8381 -0.0267 2.3580 -1.0239 2.7701 3.0063 0.5814 0.4797 0.3869 9.0330 3.0330</span> +<span class="r-out co"><span class="r-pr">#></span> 6: 93.9753 -5.8371 -0.0315 2.3598 -1.0052 2.6316 2.8559 0.5708 0.4558 0.3675 8.6051 2.6518</span> +<span class="r-out co"><span class="r-pr">#></span> 7: 93.6109 -5.8741 -0.0401 2.3570 -1.0025 2.5000 2.7131 0.5691 0.4330 0.3492 8.4407 2.4701</span> +<span class="r-out co"><span class="r-pr">#></span> 8: 93.2480 -6.0361 -0.0523 2.3504 -1.0028 2.3750 3.1584 0.5407 0.4113 0.3317 8.6121 2.2437</span> +<span class="r-out co"><span class="r-pr">#></span> 9: 93.2245 -6.0431 -0.0503 2.3552 -0.9828 2.2562 3.9790 0.5395 0.3908 0.3151 8.6609 2.1129</span> +<span class="r-out co"><span class="r-pr">#></span> 10: 93.3040 -6.1080 -0.0503 2.3613 -0.9784 2.1434 4.8606 0.5401 0.3712 0.2994 8.6497 2.0865</span> +<span class="r-out co"><span class="r-pr">#></span> 11: 93.4509 -5.9532 -0.0503 2.3444 -0.9823 3.0948 4.6176 0.5679 0.3527 0.2844 8.1651 2.0310</span> +<span class="r-out co"><span class="r-pr">#></span> 12: 93.5099 -6.1699 -0.0503 2.3408 -0.9746 3.2814 4.3867 0.5679 0.3350 0.2702 8.1716 1.9862</span> +<span class="r-out co"><span class="r-pr">#></span> 13: 93.8052 -6.1984 -0.0474 2.3233 -0.9922 3.1173 4.6967 0.5644 0.3183 0.2567 8.2982 2.0040</span> +<span class="r-out co"><span class="r-pr">#></span> 14: 93.6510 -6.0090 -0.0429 2.3601 -0.9885 2.9615 4.4618 0.5526 0.3024 0.2438 8.3254 2.0605</span> +<span class="r-out co"><span class="r-pr">#></span> 15: 93.8952 -6.3354 -0.0394 2.3580 -0.9792 2.8134 5.2117 0.5657 0.2872 0.2316 8.1329 2.0520</span> +<span class="r-out co"><span class="r-pr">#></span> 16: 93.4703 -6.0722 -0.0434 2.3386 -1.0026 2.6727 4.9512 0.5781 0.2729 0.2201 8.0866 2.0994</span> +<span class="r-out co"><span class="r-pr">#></span> 17: 93.4238 -6.2132 -0.0755 2.3120 -1.0119 2.5391 4.7036 0.5495 0.2592 0.2091 7.5958 2.2864</span> +<span class="r-out co"><span class="r-pr">#></span> 18: 93.5288 -6.2747 -0.0616 2.3223 -1.0105 2.4121 4.4684 0.5467 0.2463 0.1986 7.1910 1.9828</span> +<span class="r-out co"><span class="r-pr">#></span> 19: 93.2607 -6.3635 -0.0631 2.3206 -1.0045 3.6271 4.8142 0.5405 0.2340 0.1928 7.3672 1.8187</span> +<span class="r-out co"><span class="r-pr">#></span> 20: 93.3918 -6.3241 -0.0742 2.2941 -1.0140 3.4457 4.9242 0.5596 0.2223 0.1950 7.1427 1.8754</span> +<span class="r-out co"><span class="r-pr">#></span> 21: 93.6794 -6.1336 -0.0758 2.3000 -1.0048 3.2734 4.6780 0.5565 0.2111 0.1852 7.0989 1.9232</span> +<span class="r-out co"><span class="r-pr">#></span> 22: 94.0006 -6.1882 -0.0800 2.3099 -1.0252 3.1098 4.4441 0.5354 0.2006 0.1870 7.0038 1.9920</span> +<span class="r-out co"><span class="r-pr">#></span> 23: 93.6433 -6.2626 -0.0841 2.2791 -1.0183 4.8893 4.4476 0.5276 0.1906 0.1798 6.3698 1.8787</span> +<span class="r-out co"><span class="r-pr">#></span> 24: 93.9545 -6.3772 -0.0816 2.2887 -1.0019 4.6448 5.1698 0.5293 0.1810 0.1779 6.5903 1.9474</span> +<span class="r-out co"><span class="r-pr">#></span> 25: 94.2280 -6.3235 -0.0839 2.2600 -0.9932 5.2801 4.9113 0.5262 0.1720 0.1806 6.5267 1.9807</span> +<span class="r-out co"><span class="r-pr">#></span> 26: 94.2022 -6.2830 -0.0883 2.2643 -1.0012 5.9595 4.6658 0.5225 0.1634 0.1795 6.3678 1.9659</span> +<span class="r-out co"><span class="r-pr">#></span> 27: 94.4398 -6.1769 -0.0894 2.2564 -1.0177 9.0771 4.4325 0.5207 0.1552 0.1880 6.4522 1.8590</span> +<span class="r-out co"><span class="r-pr">#></span> 28: 94.2586 -6.1652 -0.0882 2.2574 -1.0226 8.6233 4.2108 0.5158 0.1475 0.1881 6.3701 1.7882</span> +<span class="r-out co"><span class="r-pr">#></span> 29: 94.3490 -6.1505 -0.0854 2.2615 -1.0081 9.6333 4.0003 0.5109 0.1423 0.1833 6.3601 1.8485</span> +<span class="r-out co"><span class="r-pr">#></span> 30: 94.6929 -6.0285 -0.0909 2.2610 -1.0082 9.1517 3.8003 0.5117 0.1401 0.2097 6.2461 1.8606</span> +<span class="r-out co"><span class="r-pr">#></span> 31: 94.2553 -6.0390 -0.0896 2.2625 -1.0078 8.6941 3.6103 0.5072 0.1378 0.2088 6.3337 1.8220</span> +<span class="r-out co"><span class="r-pr">#></span> 32: 94.3096 -5.7252 -0.0886 2.2677 -0.9967 9.0244 3.4298 0.5051 0.1325 0.2015 6.4601 1.8880</span> +<span class="r-out co"><span class="r-pr">#></span> 33: 94.8327 -5.8775 -0.0865 2.2684 -0.9976 8.6305 3.2583 0.4920 0.1333 0.1993 6.4804 1.8203</span> +<span class="r-out co"><span class="r-pr">#></span> 34: 94.3527 -5.9488 -0.0826 2.2879 -0.9989 8.1989 3.1538 0.4969 0.1388 0.1984 6.4201 1.7696</span> +<span class="r-out co"><span class="r-pr">#></span> 35: 94.4411 -6.1171 -0.0826 2.2913 -0.9964 8.4377 3.7937 0.4969 0.1387 0.1972 6.3878 1.7612</span> +<span class="r-out co"><span class="r-pr">#></span> 36: 94.2058 -6.1151 -0.0844 2.2920 -1.0069 8.0158 3.7963 0.4962 0.1395 0.1938 6.2469 1.6680</span> +<span class="r-out co"><span class="r-pr">#></span> 37: 93.7449 -6.1251 -0.0925 2.2736 -1.0019 7.6150 3.8477 0.5101 0.1325 0.1841 6.1375 1.7472</span> +<span class="r-out co"><span class="r-pr">#></span> 38: 93.6861 -6.0575 -0.0934 2.2803 -1.0097 7.2343 3.6553 0.5119 0.1259 0.1862 6.0729 1.7608</span> +<span class="r-out co"><span class="r-pr">#></span> 39: 93.9767 -6.0314 -0.0999 2.2548 -1.0231 6.8726 3.4725 0.5195 0.1234 0.1951 6.1947 1.8276</span> +<span class="r-out co"><span class="r-pr">#></span> 40: 94.0297 -6.1559 -0.0989 2.2440 -1.0374 6.5290 3.8559 0.5199 0.1279 0.1891 6.0195 1.8906</span> +<span class="r-out co"><span class="r-pr">#></span> 41: 94.2069 -6.3055 -0.0820 2.2710 -1.0275 6.2025 4.7866 0.5304 0.1215 0.1858 6.1777 1.8541</span> +<span class="r-out co"><span class="r-pr">#></span> 42: 94.2400 -6.3179 -0.0790 2.2783 -1.0379 5.8924 4.6915 0.5253 0.1154 0.1794 6.0530 1.8960</span> +<span class="r-out co"><span class="r-pr">#></span> 43: 93.9851 -6.4096 -0.0784 2.2832 -1.0341 5.5978 5.0608 0.5163 0.1097 0.1773 6.0057 1.8136</span> +<span class="r-out co"><span class="r-pr">#></span> 44: 94.1440 -6.2214 -0.0746 2.2969 -1.0262 5.3179 4.8077 0.5130 0.1079 0.1851 6.1182 1.8390</span> +<span class="r-out co"><span class="r-pr">#></span> 45: 93.8847 -6.3883 -0.0745 2.3059 -1.0132 6.8202 5.1378 0.5130 0.1174 0.1769 6.1000 1.8391</span> +<span class="r-out co"><span class="r-pr">#></span> 46: 93.7228 -6.3305 -0.0794 2.3033 -1.0107 6.4792 4.8809 0.5095 0.1196 0.1783 6.2794 1.7304</span> +<span class="r-out co"><span class="r-pr">#></span> 47: 93.7031 -6.4232 -0.0796 2.3006 -1.0028 6.1552 5.5756 0.5092 0.1243 0.1887 6.1716 1.7279</span> +<span class="r-out co"><span class="r-pr">#></span> 48: 93.5210 -6.2770 -0.0794 2.2948 -1.0122 5.8475 5.2968 0.5098 0.1247 0.1863 5.9847 1.7994</span> +<span class="r-out co"><span class="r-pr">#></span> 49: 93.3676 -6.4486 -0.0754 2.3079 -1.0061 5.5551 5.4356 0.5018 0.1198 0.1858 6.1108 1.7598</span> +<span class="r-out co"><span class="r-pr">#></span> 50: 93.8573 -6.3944 -0.0755 2.3057 -1.0038 5.2773 5.2487 0.5063 0.1193 0.1843 6.0935 1.7725</span> +<span class="r-out co"><span class="r-pr">#></span> 51: 93.7004 -6.2783 -0.0854 2.2836 -1.0074 5.0135 4.9863 0.4932 0.1269 0.1858 6.1630 1.8063</span> +<span class="r-out co"><span class="r-pr">#></span> 52: 93.4843 -6.3763 -0.0962 2.2731 -1.0073 4.7628 5.0969 0.4815 0.1345 0.1924 6.0823 1.8013</span> +<span class="r-out co"><span class="r-pr">#></span> 53: 93.6971 -6.5002 -0.0887 2.2774 -1.0111 4.5246 5.7428 0.4726 0.1346 0.1982 6.1744 1.7695</span> +<span class="r-out co"><span class="r-pr">#></span> 54: 93.6176 -6.4928 -0.0917 2.2648 -1.0220 4.2984 5.4557 0.4765 0.1419 0.2017 6.3732 1.8195</span> +<span class="r-out co"><span class="r-pr">#></span> 55: 93.7072 -6.5760 -0.0833 2.2865 -1.0282 4.0835 5.9775 0.4732 0.1434 0.1963 6.3653 1.7028</span> +<span class="r-out co"><span class="r-pr">#></span> 56: 94.1360 -6.6854 -0.0901 2.2941 -1.0244 3.8793 7.2562 0.4637 0.1393 0.1935 6.3001 1.7878</span> +<span class="r-out co"><span class="r-pr">#></span> 57: 93.4627 -6.6255 -0.1049 2.2502 -1.0233 3.6854 6.8934 0.4847 0.1323 0.1878 6.2357 1.8480</span> +<span class="r-out co"><span class="r-pr">#></span> 58: 93.8066 -6.6603 -0.1049 2.2362 -1.0280 3.5011 6.9334 0.4847 0.1397 0.1872 6.3582 1.7787</span> +<span class="r-out co"><span class="r-pr">#></span> 59: 93.8599 -6.7837 -0.1046 2.2450 -1.0274 3.3260 8.4672 0.4853 0.1332 0.1833 6.1248 1.8066</span> +<span class="r-out co"><span class="r-pr">#></span> 60: 93.6190 -6.5618 -0.1055 2.2381 -1.0244 3.1597 8.0438 0.4742 0.1390 0.1858 6.2589 1.7881</span> +<span class="r-out co"><span class="r-pr">#></span> 61: 93.7045 -6.6482 -0.1159 2.2413 -1.0272 3.2942 7.8485 0.4655 0.1406 0.1827 5.8425 1.7744</span> +<span class="r-out co"><span class="r-pr">#></span> 62: 93.5232 -6.5027 -0.1168 2.2418 -1.0187 3.3810 7.4560 0.4766 0.1414 0.1790 5.9349 1.7717</span> +<span class="r-out co"><span class="r-pr">#></span> 63: 93.4884 -6.4221 -0.1164 2.2505 -1.0062 3.2119 7.0832 0.4768 0.1422 0.1752 6.0193 1.7434</span> +<span class="r-out co"><span class="r-pr">#></span> 64: 93.2305 -6.4456 -0.1153 2.2573 -1.0062 4.1468 6.7291 0.4776 0.1395 0.1753 5.8355 1.7529</span> +<span class="r-out co"><span class="r-pr">#></span> 65: 93.3743 -6.3237 -0.1227 2.2484 -1.0102 3.9395 6.3926 0.4864 0.1374 0.1800 5.6731 1.7808</span> +<span class="r-out co"><span class="r-pr">#></span> 66: 93.7132 -6.3178 -0.1186 2.2389 -0.9894 4.0557 6.0730 0.4909 0.1426 0.1807 5.7099 1.7283</span> +<span class="r-out co"><span class="r-pr">#></span> 67: 93.7490 -6.3514 -0.1155 2.2445 -0.9946 3.8529 5.7693 0.4938 0.1379 0.1830 5.7366 1.7847</span> +<span class="r-out co"><span class="r-pr">#></span> 68: 93.7617 -6.1181 -0.1251 2.2487 -0.9841 3.7650 5.4809 0.4816 0.1549 0.1769 5.6569 1.7415</span> +<span class="r-out co"><span class="r-pr">#></span> 69: 93.4342 -6.3588 -0.1301 2.2350 -0.9813 4.5688 5.2068 0.4745 0.1624 0.1736 5.5771 1.7091</span> +<span class="r-out co"><span class="r-pr">#></span> 70: 93.5303 -6.3266 -0.1330 2.2384 -0.9753 4.3404 4.9465 0.4734 0.1563 0.1699 5.5332 1.7256</span> +<span class="r-out co"><span class="r-pr">#></span> 71: 93.4733 -6.2859 -0.1364 2.2170 -0.9781 4.1234 4.6992 0.4701 0.1604 0.1649 5.6661 1.7335</span> +<span class="r-out co"><span class="r-pr">#></span> 72: 93.3055 -6.2502 -0.1462 2.2156 -0.9724 3.9172 4.7693 0.4519 0.1607 0.1582 5.4776 1.7679</span> +<span class="r-out co"><span class="r-pr">#></span> 73: 93.3010 -6.6844 -0.1490 2.2262 -0.9777 3.7213 6.9975 0.4426 0.1848 0.1640 5.7066 1.7588</span> +<span class="r-out co"><span class="r-pr">#></span> 74: 93.1104 -6.6720 -0.1484 2.2079 -0.9982 3.5353 6.7811 0.4436 0.1807 0.1732 5.7700 1.7343</span> +<span class="r-out co"><span class="r-pr">#></span> 75: 93.4534 -6.9644 -0.1480 2.2078 -0.9930 3.3585 8.7027 0.4497 0.1717 0.1708 5.5371 1.7098</span> +<span class="r-out co"><span class="r-pr">#></span> 76: 93.5886 -6.3503 -0.1491 2.1958 -0.9884 3.7136 8.2676 0.4509 0.1731 0.1706 5.3943 1.7340</span> +<span class="r-out co"><span class="r-pr">#></span> 77: 93.4345 -6.4976 -0.1531 2.1831 -0.9928 4.5945 7.8542 0.4592 0.1741 0.1703 5.5564 1.7164</span> +<span class="r-out co"><span class="r-pr">#></span> 78: 93.6007 -6.4885 -0.1538 2.1850 -0.9919 4.3647 7.4615 0.4607 0.1803 0.1692 5.4698 1.7354</span> +<span class="r-out co"><span class="r-pr">#></span> 79: 93.2897 -7.0329 -0.1518 2.1935 -0.9863 4.6922 10.9870 0.4569 0.1790 0.1608 5.3799 1.7484</span> +<span class="r-out co"><span class="r-pr">#></span> 80: 93.4130 -6.6634 -0.1531 2.1865 -0.9839 5.4720 10.4377 0.4585 0.1852 0.1543 5.4298 1.7237</span> +<span class="r-out co"><span class="r-pr">#></span> 81: 93.5828 -6.7204 -0.1563 2.1914 -0.9882 5.1984 9.9158 0.4548 0.1973 0.1600 5.4425 1.7741</span> +<span class="r-out co"><span class="r-pr">#></span> 82: 93.4450 -6.7357 -0.1537 2.1964 -0.9958 4.9384 10.1331 0.4577 0.1874 0.1632 5.6874 1.7789</span> +<span class="r-out co"><span class="r-pr">#></span> 83: 93.6109 -6.9249 -0.1493 2.2061 -0.9945 4.6915 11.1537 0.4474 0.1781 0.1686 5.4249 1.7317</span> +<span class="r-out co"><span class="r-pr">#></span> 84: 93.7133 -6.8029 -0.1493 2.2016 -0.9886 4.4569 10.9568 0.4474 0.1715 0.1689 5.5426 1.7227</span> +<span class="r-out co"><span class="r-pr">#></span> 85: 93.8040 -6.6434 -0.1483 2.2032 -0.9861 5.4991 10.4090 0.4330 0.1749 0.1726 5.4570 1.7332</span> +<span class="r-out co"><span class="r-pr">#></span> 86: 93.9029 -6.7750 -0.1472 2.2066 -0.9892 5.2241 11.7325 0.4352 0.1819 0.1644 5.5652 1.6802</span> +<span class="r-out co"><span class="r-pr">#></span> 87: 93.8127 -6.7015 -0.1499 2.2019 -0.9891 4.9629 11.1459 0.4292 0.1977 0.1661 5.7122 1.6713</span> +<span class="r-out co"><span class="r-pr">#></span> 88: 93.6777 -6.7044 -0.1440 2.2074 -1.0050 4.7148 10.5886 0.4379 0.1878 0.1750 5.6084 1.7096</span> +<span class="r-out co"><span class="r-pr">#></span> 89: 94.0481 -6.2990 -0.1443 2.2085 -0.9869 4.4790 10.0591 0.4355 0.1951 0.1688 5.4280 1.8093</span> +<span class="r-out co"><span class="r-pr">#></span> 90: 93.6399 -6.3965 -0.1429 2.2138 -0.9737 5.1306 9.5562 0.4367 0.1917 0.1604 5.5652 1.7458</span> +<span class="r-out co"><span class="r-pr">#></span> 91: 93.8670 -6.3075 -0.1426 2.2128 -0.9856 5.1368 9.0784 0.4427 0.1993 0.1546 5.3927 1.8246</span> +<span class="r-out co"><span class="r-pr">#></span> 92: 93.7332 -6.4793 -0.1426 2.2091 -0.9835 5.0102 8.6245 0.4427 0.1986 0.1585 5.4463 1.7343</span> +<span class="r-out co"><span class="r-pr">#></span> 93: 93.8211 -6.3270 -0.1416 2.2123 -0.9941 4.7597 8.1932 0.4431 0.1908 0.1689 5.5213 1.7093</span> +<span class="r-out co"><span class="r-pr">#></span> 94: 93.7499 -6.0880 -0.1390 2.2158 -0.9960 5.1992 7.7836 0.4444 0.1958 0.1733 5.5329 1.7880</span> +<span class="r-out co"><span class="r-pr">#></span> 95: 93.6253 -6.2196 -0.1436 2.2126 -1.0053 4.9392 7.3944 0.4383 0.2011 0.1717 5.6042 1.7460</span> +<span class="r-out co"><span class="r-pr">#></span> 96: 93.8862 -6.1475 -0.1408 2.2211 -0.9922 4.6923 7.0247 0.4347 0.2077 0.1669 5.6807 1.6943</span> +<span class="r-out co"><span class="r-pr">#></span> 97: 93.7610 -6.2409 -0.1368 2.2281 -0.9864 4.4576 6.6734 0.4313 0.2084 0.1723 5.5387 1.7075</span> +<span class="r-out co"><span class="r-pr">#></span> 98: 93.5362 -6.3378 -0.1368 2.2294 -0.9813 4.2348 6.3398 0.4313 0.2127 0.1877 5.5850 1.6627</span> +<span class="r-out co"><span class="r-pr">#></span> 99: 93.5044 -6.2557 -0.1311 2.2282 -0.9993 4.0230 6.0228 0.4461 0.2167 0.1879 5.6437 1.7076</span> +<span class="r-out co"><span class="r-pr">#></span> 100: 93.3102 -6.3602 -0.1311 2.2368 -1.0040 3.8219 5.7216 0.4461 0.2139 0.1875 5.8029 1.7592</span> +<span class="r-out co"><span class="r-pr">#></span> 101: 93.4687 -6.0385 -0.1241 2.2347 -1.0031 3.6308 5.4356 0.4483 0.2035 0.1816 6.0097 1.7002</span> +<span class="r-out co"><span class="r-pr">#></span> 102: 93.6536 -6.2867 -0.1299 2.2421 -1.0002 3.4492 5.1743 0.4434 0.1993 0.1872 5.8540 1.7162</span> +<span class="r-out co"><span class="r-pr">#></span> 103: 93.9532 -6.2261 -0.1277 2.2361 -0.9931 3.2768 5.0546 0.4450 0.2069 0.1884 5.6688 1.7324</span> +<span class="r-out co"><span class="r-pr">#></span> 104: 93.9839 -6.1980 -0.1287 2.2286 -1.0081 3.1129 5.0671 0.4475 0.1997 0.1985 5.7690 1.7636</span> +<span class="r-out co"><span class="r-pr">#></span> 105: 94.1682 -6.1671 -0.1283 2.2217 -1.0154 2.9573 4.8137 0.4481 0.1976 0.1965 5.9277 1.7386</span> +<span class="r-out co"><span class="r-pr">#></span> 106: 94.2778 -6.1839 -0.1243 2.2323 -1.0022 3.5381 4.5730 0.4707 0.1980 0.1932 5.7059 1.7184</span> +<span class="r-out co"><span class="r-pr">#></span> 107: 94.3667 -5.9941 -0.1182 2.2283 -1.0191 3.3612 4.3444 0.4753 0.1984 0.1986 5.7813 1.7446</span> +<span class="r-out co"><span class="r-pr">#></span> 108: 94.2722 -6.1869 -0.1171 2.2293 -1.0027 3.6659 4.6329 0.4742 0.1986 0.2011 5.7827 1.7074</span> +<span class="r-out co"><span class="r-pr">#></span> 109: 94.1997 -6.2385 -0.1172 2.2241 -1.0083 3.4826 4.7954 0.4721 0.2027 0.2020 5.8339 1.7650</span> +<span class="r-out co"><span class="r-pr">#></span> 110: 94.3017 -6.3774 -0.1291 2.2229 -0.9857 3.7634 5.8516 0.4810 0.2126 0.1984 5.7961 1.6706</span> +<span class="r-out co"><span class="r-pr">#></span> 111: 93.9803 -6.0240 -0.1258 2.2273 -0.9879 3.5752 5.5590 0.4749 0.2060 0.1976 5.6243 1.7082</span> +<span class="r-out co"><span class="r-pr">#></span> 112: 94.1307 -6.0036 -0.1253 2.2365 -0.9886 4.0368 5.2810 0.4760 0.2060 0.1975 5.5732 1.7063</span> +<span class="r-out co"><span class="r-pr">#></span> 113: 93.8676 -6.2496 -0.1118 2.2600 -1.0080 3.8350 5.0170 0.4855 0.2109 0.2006 5.6406 1.7357</span> +<span class="r-out co"><span class="r-pr">#></span> 114: 93.5949 -6.3200 -0.1044 2.2449 -1.0172 3.6472 4.7661 0.4868 0.2095 0.2131 5.7690 1.7428</span> +<span class="r-out co"><span class="r-pr">#></span> 115: 93.6997 -6.3282 -0.1046 2.2567 -1.0135 3.4648 4.8622 0.4876 0.2264 0.2134 5.8853 1.7823</span> +<span class="r-out co"><span class="r-pr">#></span> 116: 93.8191 -6.0802 -0.1087 2.2535 -1.0011 3.4347 4.6191 0.4786 0.2176 0.2108 5.6553 1.7802</span> +<span class="r-out co"><span class="r-pr">#></span> 117: 93.8575 -6.0930 -0.1022 2.2498 -0.9898 3.3071 4.3881 0.4822 0.2163 0.2075 5.7806 1.8150</span> +<span class="r-out co"><span class="r-pr">#></span> 118: 93.9164 -5.9787 -0.1133 2.2535 -0.9861 4.2578 4.1687 0.4687 0.2198 0.2088 5.4441 1.8411</span> +<span class="r-out co"><span class="r-pr">#></span> 119: 93.8748 -6.0108 -0.1165 2.2488 -0.9775 4.0449 3.9603 0.4653 0.2271 0.2032 5.6119 1.7501</span> +<span class="r-out co"><span class="r-pr">#></span> 120: 93.6001 -6.0447 -0.1144 2.2477 -0.9821 3.8426 3.7623 0.4641 0.2223 0.2055 5.6454 1.7244</span> +<span class="r-out co"><span class="r-pr">#></span> 121: 93.6712 -5.9851 -0.1195 2.2484 -0.9917 3.6505 3.5742 0.4600 0.2143 0.2010 5.4083 1.7965</span> +<span class="r-out co"><span class="r-pr">#></span> 122: 93.6859 -6.0390 -0.1145 2.2497 -0.9888 3.4680 3.5595 0.4618 0.2136 0.1986 5.4111 1.7519</span> +<span class="r-out co"><span class="r-pr">#></span> 123: 93.6014 -5.8383 -0.1145 2.2584 -0.9893 3.6047 3.3815 0.4618 0.2155 0.2045 5.3624 1.7023</span> +<span class="r-out co"><span class="r-pr">#></span> 124: 93.6333 -5.7861 -0.1131 2.2556 -0.9872 3.4245 3.2125 0.4621 0.2153 0.2025 5.3930 1.7036</span> +<span class="r-out co"><span class="r-pr">#></span> 125: 93.4504 -5.9483 -0.1154 2.2531 -0.9924 3.2533 3.0518 0.4640 0.2175 0.2030 5.5097 1.6830</span> +<span class="r-out co"><span class="r-pr">#></span> 126: 93.5693 -5.8818 -0.1120 2.2506 -0.9960 3.0906 2.8992 0.4606 0.2267 0.2016 5.4583 1.6650</span> +<span class="r-out co"><span class="r-pr">#></span> 127: 93.7074 -5.8191 -0.1178 2.2412 -0.9891 2.9361 2.7543 0.4688 0.2234 0.2039 5.4861 1.8125</span> +<span class="r-out co"><span class="r-pr">#></span> 128: 93.5959 -5.8842 -0.1179 2.2544 -0.9985 3.0224 2.6166 0.4700 0.2237 0.2019 5.6417 1.8454</span> +<span class="r-out co"><span class="r-pr">#></span> 129: 93.5600 -5.8683 -0.1161 2.2365 -0.9987 3.4186 2.4857 0.4721 0.2182 0.1918 5.4391 1.8145</span> +<span class="r-out co"><span class="r-pr">#></span> 130: 93.4104 -5.8226 -0.1126 2.2355 -0.9892 3.3648 2.4231 0.4763 0.2212 0.1873 5.3999 1.7457</span> +<span class="r-out co"><span class="r-pr">#></span> 131: 93.5045 -5.7255 -0.1118 2.2486 -0.9918 4.1951 2.3020 0.4776 0.2121 0.1927 5.4342 1.7744</span> +<span class="r-out co"><span class="r-pr">#></span> 132: 93.2626 -5.8379 -0.1097 2.2510 -0.9933 3.9853 2.5572 0.4763 0.2114 0.1966 5.2979 1.7239</span> +<span class="r-out co"><span class="r-pr">#></span> 133: 93.4370 -5.9097 -0.1049 2.2578 -0.9939 4.2190 2.8246 0.4738 0.2036 0.2020 5.2853 1.6765</span> +<span class="r-out co"><span class="r-pr">#></span> 134: 93.8665 -5.9439 -0.1035 2.2654 -0.9832 4.0081 3.1228 0.4756 0.2102 0.1961 5.3467 1.7177</span> +<span class="r-out co"><span class="r-pr">#></span> 135: 93.6301 -5.8062 -0.1031 2.2702 -0.9737 3.9024 2.9667 0.4748 0.2101 0.2003 5.3053 1.6977</span> +<span class="r-out co"><span class="r-pr">#></span> 136: 93.7744 -5.9328 -0.1055 2.2685 -0.9764 3.7072 2.9952 0.4721 0.2096 0.1949 5.4319 1.6864</span> +<span class="r-out co"><span class="r-pr">#></span> 137: 93.6734 -5.9886 -0.1107 2.2517 -0.9732 3.8811 3.4962 0.4642 0.2204 0.1924 5.4294 1.6684</span> +<span class="r-out co"><span class="r-pr">#></span> 138: 93.7128 -5.9927 -0.1119 2.2517 -0.9775 3.6870 3.4543 0.4667 0.2204 0.1953 5.3912 1.7060</span> +<span class="r-out co"><span class="r-pr">#></span> 139: 93.6530 -6.1296 -0.1210 2.2456 -0.9929 3.5027 4.6472 0.4527 0.2296 0.1855 5.4953 1.7242</span> +<span class="r-out co"><span class="r-pr">#></span> 140: 93.9344 -6.2519 -0.1384 2.2304 -0.9970 3.6814 4.4707 0.4337 0.2182 0.1762 5.5643 1.7596</span> +<span class="r-out co"><span class="r-pr">#></span> 141: 93.7356 -6.2804 -0.1296 2.2549 -0.9921 3.9811 4.4876 0.4218 0.2361 0.1674 5.3531 1.7175</span> +<span class="r-out co"><span class="r-pr">#></span> 142: 93.7399 -6.0023 -0.1098 2.2611 -0.9815 3.7821 4.2632 0.4395 0.2421 0.1807 5.3139 1.7191</span> +<span class="r-out co"><span class="r-pr">#></span> 143: 93.4732 -6.0376 -0.1108 2.2689 -0.9734 3.5930 4.0500 0.4396 0.2541 0.1718 5.2930 1.6229</span> +<span class="r-out co"><span class="r-pr">#></span> 144: 93.4900 -5.9517 -0.1093 2.2876 -0.9675 3.4133 3.8475 0.4337 0.2542 0.1711 5.4258 1.5660</span> +<span class="r-out co"><span class="r-pr">#></span> 145: 93.4090 -5.9596 -0.1000 2.2942 -0.9756 3.2426 3.6551 0.4274 0.2422 0.1671 5.3539 1.6971</span> +<span class="r-out co"><span class="r-pr">#></span> 146: 93.4142 -5.9549 -0.0982 2.2846 -0.9704 3.0805 3.6092 0.4226 0.2339 0.1745 5.5092 1.6696</span> +<span class="r-out co"><span class="r-pr">#></span> 147: 93.4409 -6.0720 -0.0971 2.2942 -0.9891 2.9265 3.9922 0.4224 0.2373 0.1781 5.5599 1.6080</span> +<span class="r-out co"><span class="r-pr">#></span> 148: 93.4504 -6.2201 -0.0980 2.2855 -0.9832 2.7802 4.6985 0.4104 0.2464 0.1856 5.5016 1.5877</span> +<span class="r-out co"><span class="r-pr">#></span> 149: 93.4240 -6.2122 -0.1005 2.2728 -0.9881 3.7659 4.7755 0.4082 0.2642 0.1885 5.4942 1.5534</span> +<span class="r-out co"><span class="r-pr">#></span> 150: 93.5094 -6.1295 -0.1087 2.2717 -0.9941 3.5776 4.5367 0.4109 0.2611 0.1928 5.3468 1.5585</span> +<span class="r-out co"><span class="r-pr">#></span> 151: 93.4038 -6.2751 -0.1130 2.2643 -0.9892 3.3987 4.9866 0.4172 0.2638 0.1905 5.4955 1.6256</span> +<span class="r-out co"><span class="r-pr">#></span> 152: 93.5072 -6.3361 -0.1147 2.2627 -0.9988 2.3580 5.3824 0.4175 0.2656 0.1819 5.7685 1.6126</span> +<span class="r-out co"><span class="r-pr">#></span> 153: 93.3582 -6.2019 -0.1227 2.2526 -0.9929 2.5874 4.7052 0.4348 0.2621 0.1810 5.5149 1.6181</span> +<span class="r-out co"><span class="r-pr">#></span> 154: 93.1890 -6.3537 -0.1263 2.2446 -0.9871 2.4073 5.7070 0.4351 0.2586 0.1829 5.3136 1.6272</span> +<span class="r-out co"><span class="r-pr">#></span> 155: 93.1706 -6.4117 -0.1260 2.2484 -0.9845 2.3035 6.0004 0.4463 0.2586 0.1781 5.4260 1.6494</span> +<span class="r-out co"><span class="r-pr">#></span> 156: 93.3240 -6.3931 -0.1259 2.2469 -0.9824 2.5659 5.7375 0.4466 0.2781 0.1754 5.6202 1.6591</span> +<span class="r-out co"><span class="r-pr">#></span> 157: 93.3239 -6.1812 -0.1242 2.2541 -0.9743 1.6054 4.5906 0.4478 0.2657 0.1758 5.6806 1.6367</span> +<span class="r-out co"><span class="r-pr">#></span> 158: 93.3756 -6.2562 -0.1264 2.2706 -0.9888 1.5329 4.6790 0.4458 0.2532 0.1728 5.7756 1.6248</span> +<span class="r-out co"><span class="r-pr">#></span> 159: 93.3034 -6.3291 -0.1217 2.2524 -0.9954 1.7774 5.7204 0.4532 0.2642 0.1715 5.8189 1.6830</span> +<span class="r-out co"><span class="r-pr">#></span> 160: 93.4387 -6.5115 -0.1196 2.2488 -0.9846 2.2219 6.4960 0.4555 0.2728 0.1689 5.5273 1.6332</span> +<span class="r-out co"><span class="r-pr">#></span> 161: 93.7646 -6.3820 -0.1231 2.2520 -0.9837 2.8322 5.7269 0.4498 0.2712 0.1730 5.3659 1.5787</span> +<span class="r-out co"><span class="r-pr">#></span> 162: 93.6252 -6.4563 -0.1243 2.2472 -0.9867 2.8322 5.9119 0.4502 0.2671 0.1726 5.4519 1.5819</span> +<span class="r-out co"><span class="r-pr">#></span> 163: 93.6787 -6.6444 -0.1292 2.2366 -0.9899 2.0520 7.4835 0.4556 0.2705 0.1689 5.4095 1.5883</span> +<span class="r-out co"><span class="r-pr">#></span> 164: 93.7458 -6.9330 -0.1257 2.2430 -0.9872 1.7825 9.4340 0.4495 0.2701 0.1593 5.4517 1.6116</span> +<span class="r-out co"><span class="r-pr">#></span> 165: 93.7370 -6.9118 -0.1250 2.2421 -0.9832 1.9949 10.6549 0.4499 0.2685 0.1622 5.6272 1.6075</span> +<span class="r-out co"><span class="r-pr">#></span> 166: 94.0889 -6.8704 -0.1276 2.2409 -0.9872 1.5618 10.4435 0.4482 0.2608 0.1648 5.5891 1.6208</span> +<span class="r-out co"><span class="r-pr">#></span> 167: 94.1319 -7.2779 -0.1206 2.2505 -0.9894 1.5063 13.4312 0.4393 0.2549 0.1661 5.6013 1.6043</span> +<span class="r-out co"><span class="r-pr">#></span> 168: 93.8341 -6.9310 -0.1140 2.2495 -0.9844 1.7329 11.3224 0.4463 0.2540 0.1629 5.8366 1.6765</span> +<span class="r-out co"><span class="r-pr">#></span> 169: 93.8923 -6.6547 -0.1173 2.2620 -0.9872 1.4531 8.4608 0.4419 0.2414 0.1666 5.8784 1.6268</span> +<span class="r-out co"><span class="r-pr">#></span> 170: 94.0072 -6.3970 -0.1173 2.2606 -0.9861 1.4164 6.9237 0.4419 0.2468 0.1656 5.8793 1.6387</span> +<span class="r-out co"><span class="r-pr">#></span> 171: 93.8690 -6.5151 -0.1079 2.2482 -0.9880 1.9225 7.7681 0.4547 0.2404 0.1523 6.0158 1.6281</span> +<span class="r-out co"><span class="r-pr">#></span> 172: 93.6847 -6.3416 -0.1095 2.2438 -0.9849 2.0143 5.5739 0.4498 0.2450 0.1534 6.1355 1.6422</span> +<span class="r-out co"><span class="r-pr">#></span> 173: 93.4817 -6.3165 -0.1115 2.2573 -0.9885 1.6855 5.5626 0.4440 0.2471 0.1542 6.1343 1.6337</span> +<span class="r-out co"><span class="r-pr">#></span> 174: 93.6781 -6.2722 -0.1113 2.2521 -0.9958 1.9186 5.3383 0.4471 0.2427 0.1565 6.1081 1.6358</span> +<span class="r-out co"><span class="r-pr">#></span> 175: 93.7764 -6.1664 -0.1113 2.2468 -0.9864 1.6286 4.6233 0.4471 0.2426 0.1596 5.8892 1.6375</span> +<span class="r-out co"><span class="r-pr">#></span> 176: 93.9246 -6.2164 -0.1160 2.2529 -0.9853 1.0357 4.8013 0.4422 0.2471 0.1756 5.7340 1.6016</span> +<span class="r-out co"><span class="r-pr">#></span> 177: 93.9711 -6.1274 -0.1112 2.2540 -0.9883 1.2079 4.1536 0.4415 0.2492 0.1783 5.8399 1.6291</span> +<span class="r-out co"><span class="r-pr">#></span> 178: 93.9212 -6.0532 -0.1116 2.2593 -0.9742 1.2409 3.6443 0.4489 0.2458 0.1683 5.8422 1.6290</span> +<span class="r-out co"><span class="r-pr">#></span> 179: 94.0137 -6.0739 -0.1095 2.2664 -0.9778 1.5060 3.9878 0.4506 0.2370 0.1746 6.0349 1.6326</span> +<span class="r-out co"><span class="r-pr">#></span> 180: 93.9247 -6.0681 -0.1130 2.2660 -0.9934 1.9619 3.9582 0.4474 0.2328 0.1773 5.8082 1.6740</span> +<span class="r-out co"><span class="r-pr">#></span> 181: 93.7150 -6.0191 -0.1153 2.2558 -0.9915 2.6849 3.7075 0.4491 0.2283 0.1759 5.7187 1.6842</span> +<span class="r-out co"><span class="r-pr">#></span> 182: 93.5908 -6.1098 -0.1111 2.2769 -0.9942 3.0096 3.9325 0.4643 0.2275 0.1736 5.9243 1.6466</span> +<span class="r-out co"><span class="r-pr">#></span> 183: 93.3386 -6.0987 -0.1131 2.2630 -0.9962 3.5457 4.1285 0.4693 0.2373 0.1751 5.6948 1.7222</span> +<span class="r-out co"><span class="r-pr">#></span> 184: 93.4889 -6.3097 -0.1134 2.2660 -0.9720 3.0855 5.2642 0.4648 0.2255 0.1585 5.6827 1.7444</span> +<span class="r-out co"><span class="r-pr">#></span> 185: 93.6387 -6.1883 -0.1188 2.2622 -0.9603 3.3568 4.8291 0.4554 0.2223 0.1681 5.7089 1.8164</span> +<span class="r-out co"><span class="r-pr">#></span> 186: 93.3420 -6.2909 -0.1195 2.2656 -0.9835 3.2124 4.8317 0.4541 0.2286 0.1531 5.7574 1.7708</span> +<span class="r-out co"><span class="r-pr">#></span> 187: 93.4395 -6.0358 -0.1165 2.2528 -0.9917 3.8299 3.3301 0.4518 0.2370 0.1593 5.8508 1.6988</span> +<span class="r-out co"><span class="r-pr">#></span> 188: 93.5358 -6.0105 -0.1161 2.2540 -0.9813 5.1249 3.3448 0.4522 0.2361 0.1660 5.8700 1.6525</span> +<span class="r-out co"><span class="r-pr">#></span> 189: 93.4932 -6.1199 -0.1129 2.2636 -0.9812 4.5430 4.3213 0.4428 0.2359 0.1907 5.6970 1.7268</span> +<span class="r-out co"><span class="r-pr">#></span> 190: 93.4754 -5.9088 -0.1171 2.2564 -0.9614 4.6253 3.2590 0.4410 0.2399 0.1864 5.7116 1.8140</span> +<span class="r-out co"><span class="r-pr">#></span> 191: 93.4709 -5.9676 -0.1171 2.2568 -0.9748 4.8326 3.6704 0.4410 0.2428 0.1812 5.5925 1.7267</span> +<span class="r-out co"><span class="r-pr">#></span> 192: 93.3895 -5.9940 -0.1191 2.2523 -0.9691 4.3019 3.5174 0.4360 0.2484 0.1591 5.4631 1.7057</span> +<span class="r-out co"><span class="r-pr">#></span> 193: 93.4904 -6.0400 -0.1173 2.2519 -0.9697 4.6476 3.6255 0.4389 0.2388 0.1694 5.5362 1.7174</span> +<span class="r-out co"><span class="r-pr">#></span> 194: 93.4591 -5.9642 -0.1245 2.2626 -0.9559 5.3125 3.8133 0.4297 0.2550 0.1660 5.7591 1.7344</span> +<span class="r-out co"><span class="r-pr">#></span> 195: 93.6610 -6.2211 -0.1226 2.2580 -0.9669 5.2051 4.9271 0.4318 0.2414 0.1811 5.7010 1.7710</span> +<span class="r-out co"><span class="r-pr">#></span> 196: 93.4249 -5.9570 -0.1068 2.2735 -0.9727 5.1049 3.4872 0.4442 0.2429 0.1815 5.7753 1.7379</span> +<span class="r-out co"><span class="r-pr">#></span> 197: 93.4082 -6.0568 -0.1054 2.2754 -0.9865 5.2827 3.9305 0.4554 0.2408 0.1925 5.7514 1.7163</span> +<span class="r-out co"><span class="r-pr">#></span> 198: 93.3856 -5.8616 -0.1087 2.2708 -0.9686 4.1369 3.0197 0.4530 0.2473 0.1878 5.6920 1.7043</span> +<span class="r-out co"><span class="r-pr">#></span> 199: 93.5488 -6.0494 -0.1167 2.2682 -0.9719 3.8010 3.8897 0.4600 0.2445 0.1860 5.7126 1.6605</span> +<span class="r-out co"><span class="r-pr">#></span> 200: 93.3779 -5.9779 -0.1110 2.2761 -0.9780 3.5955 3.4721 0.4595 0.2468 0.1941 5.7539 1.6736</span> +<span class="r-out co"><span class="r-pr">#></span> 201: 93.4946 -6.0259 -0.1102 2.2676 -0.9755 3.0583 3.7305 0.4592 0.2554 0.1921 5.8877 1.6730</span> +<span class="r-out co"><span class="r-pr">#></span> 202: 93.4698 -6.0522 -0.1110 2.2685 -0.9703 2.9421 3.8718 0.4579 0.2595 0.1906 5.8527 1.6701</span> +<span class="r-out co"><span class="r-pr">#></span> 203: 93.4625 -6.0744 -0.1132 2.2642 -0.9696 3.1854 4.0983 0.4589 0.2596 0.1886 5.7532 1.6655</span> +<span class="r-out co"><span class="r-pr">#></span> 204: 93.4984 -6.0853 -0.1138 2.2589 -0.9718 3.2826 4.1667 0.4581 0.2588 0.1851 5.7274 1.6694</span> +<span class="r-out co"><span class="r-pr">#></span> 205: 93.5279 -6.1054 -0.1151 2.2562 -0.9742 3.3257 4.2680 0.4569 0.2584 0.1832 5.6976 1.6777</span> +<span class="r-out co"><span class="r-pr">#></span> 206: 93.6025 -6.1087 -0.1174 2.2518 -0.9767 3.2399 4.2443 0.4582 0.2589 0.1822 5.6809 1.6775</span> +<span class="r-out co"><span class="r-pr">#></span> 207: 93.6382 -6.0990 -0.1204 2.2481 -0.9801 3.2768 4.1473 0.4579 0.2591 0.1823 5.6460 1.6819</span> +<span class="r-out co"><span class="r-pr">#></span> 208: 93.6250 -6.0878 -0.1224 2.2438 -0.9812 3.1815 4.0872 0.4579 0.2577 0.1818 5.6256 1.6887</span> +<span class="r-out co"><span class="r-pr">#></span> 209: 93.6102 -6.0740 -0.1255 2.2394 -0.9803 3.1716 3.9968 0.4561 0.2573 0.1812 5.6063 1.6886</span> +<span class="r-out co"><span class="r-pr">#></span> 210: 93.6005 -6.0571 -0.1277 2.2348 -0.9799 3.2408 3.8923 0.4548 0.2572 0.1798 5.5849 1.6912</span> +<span class="r-out co"><span class="r-pr">#></span> 211: 93.6270 -6.0425 -0.1306 2.2292 -0.9807 3.3500 3.8267 0.4538 0.2586 0.1792 5.5578 1.6992</span> +<span class="r-out co"><span class="r-pr">#></span> 212: 93.6641 -6.0403 -0.1331 2.2253 -0.9806 3.4487 3.8366 0.4529 0.2596 0.1786 5.5422 1.7022</span> +<span class="r-out co"><span class="r-pr">#></span> 213: 93.6743 -6.0344 -0.1354 2.2214 -0.9800 3.5484 3.8260 0.4518 0.2606 0.1781 5.5250 1.7069</span> +<span class="r-out co"><span class="r-pr">#></span> 214: 93.6719 -6.0405 -0.1377 2.2179 -0.9804 3.5538 3.8785 0.4506 0.2612 0.1769 5.5148 1.7087</span> +<span class="r-out co"><span class="r-pr">#></span> 215: 93.6743 -6.0403 -0.1396 2.2146 -0.9801 3.5578 3.9180 0.4496 0.2615 0.1761 5.5118 1.7094</span> +<span class="r-out co"><span class="r-pr">#></span> 216: 93.6666 -6.0436 -0.1413 2.2115 -0.9796 3.5848 3.9484 0.4488 0.2624 0.1755 5.5015 1.7116</span> +<span class="r-out co"><span class="r-pr">#></span> 217: 93.6715 -6.0438 -0.1430 2.2086 -0.9794 3.6188 3.9603 0.4478 0.2631 0.1748 5.4884 1.7132</span> +<span class="r-out co"><span class="r-pr">#></span> 218: 93.6765 -6.0488 -0.1441 2.2060 -0.9796 3.6126 3.9885 0.4471 0.2632 0.1746 5.4714 1.7156</span> +<span class="r-out co"><span class="r-pr">#></span> 219: 93.6714 -6.0557 -0.1453 2.2038 -0.9798 3.6603 4.0118 0.4463 0.2632 0.1735 5.4593 1.7235</span> +<span class="r-out co"><span class="r-pr">#></span> 220: 93.6728 -6.0711 -0.1462 2.2027 -0.9794 3.7244 4.0910 0.4457 0.2639 0.1730 5.4531 1.7241</span> +<span class="r-out co"><span class="r-pr">#></span> 221: 93.6723 -6.0822 -0.1470 2.2015 -0.9788 3.7754 4.1554 0.4450 0.2647 0.1724 5.4511 1.7247</span> +<span class="r-out co"><span class="r-pr">#></span> 222: 93.6789 -6.0745 -0.1480 2.1998 -0.9780 3.8735 4.1186 0.4442 0.2662 0.1718 5.4419 1.7258</span> +<span class="r-out co"><span class="r-pr">#></span> 223: 93.6891 -6.0700 -0.1488 2.1984 -0.9778 3.9353 4.0998 0.4434 0.2681 0.1715 5.4375 1.7251</span> +<span class="r-out co"><span class="r-pr">#></span> 224: 93.7125 -6.0705 -0.1496 2.1976 -0.9774 4.0220 4.0861 0.4427 0.2697 0.1711 5.4378 1.7230</span> +<span class="r-out co"><span class="r-pr">#></span> 225: 93.7332 -6.0695 -0.1502 2.1966 -0.9775 4.0553 4.0669 0.4422 0.2712 0.1711 5.4355 1.7205</span> +<span class="r-out co"><span class="r-pr">#></span> 226: 93.7631 -6.0712 -0.1508 2.1951 -0.9779 4.0755 4.0572 0.4417 0.2728 0.1712 5.4347 1.7190</span> +<span class="r-out co"><span class="r-pr">#></span> 227: 93.7912 -6.0687 -0.1512 2.1938 -0.9785 4.0621 4.0439 0.4409 0.2742 0.1716 5.4325 1.7189</span> +<span class="r-out co"><span class="r-pr">#></span> 228: 93.8077 -6.0644 -0.1517 2.1927 -0.9791 4.0246 4.0190 0.4400 0.2755 0.1722 5.4269 1.7193</span> +<span class="r-out co"><span class="r-pr">#></span> 229: 93.8255 -6.0661 -0.1521 2.1909 -0.9796 3.9958 4.0166 0.4392 0.2769 0.1725 5.4214 1.7214</span> +<span class="r-out co"><span class="r-pr">#></span> 230: 93.8403 -6.0766 -0.1530 2.1895 -0.9802 4.0152 4.0548 0.4380 0.2788 0.1730 5.4214 1.7232</span> +<span class="r-out co"><span class="r-pr">#></span> 231: 93.8549 -6.0768 -0.1541 2.1877 -0.9810 4.0690 4.0542 0.4368 0.2803 0.1734 5.4157 1.7236</span> +<span class="r-out co"><span class="r-pr">#></span> 232: 93.8666 -6.0728 -0.1550 2.1858 -0.9816 4.0852 4.0337 0.4356 0.2818 0.1736 5.4136 1.7224</span> +<span class="r-out co"><span class="r-pr">#></span> 233: 93.8728 -6.0672 -0.1557 2.1844 -0.9820 4.1001 4.0000 0.4346 0.2828 0.1738 5.4028 1.7243</span> +<span class="r-out co"><span class="r-pr">#></span> 234: 93.8862 -6.0646 -0.1563 2.1830 -0.9825 4.1303 3.9850 0.4337 0.2838 0.1737 5.3924 1.7222</span> +<span class="r-out co"><span class="r-pr">#></span> 235: 93.8862 -6.0632 -0.1570 2.1819 -0.9827 4.1149 3.9735 0.4329 0.2847 0.1737 5.3846 1.7225</span> +<span class="r-out co"><span class="r-pr">#></span> 236: 93.8827 -6.0639 -0.1577 2.1814 -0.9834 4.1004 3.9711 0.4322 0.2852 0.1739 5.3838 1.7220</span> +<span class="r-out co"><span class="r-pr">#></span> 237: 93.8729 -6.0680 -0.1582 2.1808 -0.9840 4.0606 3.9866 0.4316 0.2857 0.1741 5.3806 1.7213</span> +<span class="r-out co"><span class="r-pr">#></span> 238: 93.8739 -6.0733 -0.1587 2.1806 -0.9845 4.0331 4.0011 0.4311 0.2859 0.1742 5.3775 1.7199</span> +<span class="r-out co"><span class="r-pr">#></span> 239: 93.8732 -6.0729 -0.1591 2.1802 -0.9853 3.9850 3.9892 0.4307 0.2859 0.1744 5.3782 1.7216</span> +<span class="r-out co"><span class="r-pr">#></span> 240: 93.8760 -6.0754 -0.1595 2.1796 -0.9854 3.9349 3.9867 0.4303 0.2858 0.1747 5.3781 1.7232</span> +<span class="r-out co"><span class="r-pr">#></span> 241: 93.8779 -6.0749 -0.1599 2.1791 -0.9853 3.9241 3.9801 0.4299 0.2858 0.1748 5.3757 1.7228</span> +<span class="r-out co"><span class="r-pr">#></span> 242: 93.8842 -6.0716 -0.1602 2.1786 -0.9852 3.9394 3.9651 0.4297 0.2859 0.1749 5.3726 1.7224</span> +<span class="r-out co"><span class="r-pr">#></span> 243: 93.8884 -6.0719 -0.1606 2.1778 -0.9851 3.9310 3.9741 0.4295 0.2857 0.1750 5.3705 1.7224</span> +<span class="r-out co"><span class="r-pr">#></span> 244: 93.8910 -6.0712 -0.1610 2.1771 -0.9850 3.9173 3.9819 0.4294 0.2856 0.1749 5.3700 1.7222</span> +<span class="r-out co"><span class="r-pr">#></span> 245: 93.9054 -6.0736 -0.1614 2.1764 -0.9854 3.9106 3.9984 0.4293 0.2856 0.1748 5.3711 1.7217</span> +<span class="r-out co"><span class="r-pr">#></span> 246: 93.9209 -6.0753 -0.1617 2.1757 -0.9859 3.9080 4.0071 0.4291 0.2852 0.1746 5.3711 1.7215</span> +<span class="r-out co"><span class="r-pr">#></span> 247: 93.9273 -6.0846 -0.1621 2.1752 -0.9861 3.8790 4.0580 0.4286 0.2851 0.1745 5.3755 1.7206</span> +<span class="r-out co"><span class="r-pr">#></span> 248: 93.9265 -6.0884 -0.1625 2.1749 -0.9865 3.8613 4.0784 0.4286 0.2848 0.1744 5.3760 1.7198</span> +<span class="r-out co"><span class="r-pr">#></span> 249: 93.9286 -6.0926 -0.1627 2.1746 -0.9872 3.8663 4.1008 0.4287 0.2845 0.1745 5.3755 1.7195</span> +<span class="r-out co"><span class="r-pr">#></span> 250: 93.9287 -6.0968 -0.1629 2.1744 -0.9878 3.8822 4.1269 0.4289 0.2844 0.1743 5.3755 1.7201</span> +<span class="r-out co"><span class="r-pr">#></span> 251: 93.9314 -6.1017 -0.1630 2.1739 -0.9882 3.8878 4.1495 0.4291 0.2843 0.1744 5.3729 1.7200</span> +<span class="r-out co"><span class="r-pr">#></span> 252: 93.9351 -6.1036 -0.1632 2.1734 -0.9885 3.8908 4.1545 0.4293 0.2843 0.1746 5.3684 1.7191</span> +<span class="r-out co"><span class="r-pr">#></span> 253: 93.9415 -6.1053 -0.1634 2.1729 -0.9889 3.8727 4.1602 0.4294 0.2842 0.1747 5.3650 1.7196</span> +<span class="r-out co"><span class="r-pr">#></span> 254: 93.9473 -6.1088 -0.1636 2.1723 -0.9891 3.8657 4.1769 0.4296 0.2843 0.1749 5.3666 1.7190</span> +<span class="r-out co"><span class="r-pr">#></span> 255: 93.9505 -6.1087 -0.1639 2.1717 -0.9888 3.8457 4.1720 0.4298 0.2841 0.1749 5.3617 1.7191</span> +<span class="r-out co"><span class="r-pr">#></span> 256: 93.9497 -6.1054 -0.1642 2.1715 -0.9885 3.8395 4.1559 0.4299 0.2839 0.1749 5.3598 1.7192</span> +<span class="r-out co"><span class="r-pr">#></span> 257: 93.9477 -6.1008 -0.1643 2.1713 -0.9882 3.8383 4.1360 0.4299 0.2836 0.1749 5.3567 1.7196</span> +<span class="r-out co"><span class="r-pr">#></span> 258: 93.9402 -6.0998 -0.1645 2.1713 -0.9880 3.8516 4.1288 0.4300 0.2832 0.1749 5.3565 1.7190</span> +<span class="r-out co"><span class="r-pr">#></span> 259: 93.9318 -6.0979 -0.1646 2.1711 -0.9879 3.8396 4.1182 0.4301 0.2829 0.1750 5.3583 1.7188</span> +<span class="r-out co"><span class="r-pr">#></span> 260: 93.9277 -6.1002 -0.1646 2.1713 -0.9879 3.8173 4.1273 0.4304 0.2826 0.1751 5.3611 1.7186</span> +<span class="r-out co"><span class="r-pr">#></span> 261: 93.9251 -6.0973 -0.1646 2.1714 -0.9879 3.8140 4.1105 0.4306 0.2822 0.1750 5.3588 1.7192</span> +<span class="r-out co"><span class="r-pr">#></span> 262: 93.9186 -6.1009 -0.1647 2.1715 -0.9880 3.8177 4.1303 0.4308 0.2822 0.1750 5.3604 1.7194</span> +<span class="r-out co"><span class="r-pr">#></span> 263: 93.9130 -6.1033 -0.1646 2.1715 -0.9880 3.8029 4.1529 0.4309 0.2822 0.1748 5.3647 1.7188</span> +<span class="r-out co"><span class="r-pr">#></span> 264: 93.9040 -6.1077 -0.1645 2.1717 -0.9879 3.7950 4.1820 0.4310 0.2822 0.1747 5.3699 1.7184</span> +<span class="r-out co"><span class="r-pr">#></span> 265: 93.9012 -6.1071 -0.1645 2.1714 -0.9879 3.7834 4.1895 0.4310 0.2822 0.1746 5.3755 1.7191</span> +<span class="r-out co"><span class="r-pr">#></span> 266: 93.8988 -6.1051 -0.1644 2.1714 -0.9879 3.7788 4.1822 0.4311 0.2822 0.1745 5.3765 1.7203</span> +<span class="r-out co"><span class="r-pr">#></span> 267: 93.8964 -6.1059 -0.1643 2.1714 -0.9877 3.7774 4.1896 0.4311 0.2822 0.1744 5.3792 1.7197</span> +<span class="r-out co"><span class="r-pr">#></span> 268: 93.8901 -6.1092 -0.1643 2.1715 -0.9876 3.7790 4.2198 0.4310 0.2822 0.1742 5.3811 1.7200</span> +<span class="r-out co"><span class="r-pr">#></span> 269: 93.8842 -6.1105 -0.1643 2.1717 -0.9875 3.7620 4.2336 0.4310 0.2823 0.1742 5.3838 1.7193</span> +<span class="r-out co"><span class="r-pr">#></span> 270: 93.8760 -6.1125 -0.1643 2.1721 -0.9874 3.7668 4.2483 0.4308 0.2823 0.1741 5.3852 1.7181</span> +<span class="r-out co"><span class="r-pr">#></span> 271: 93.8705 -6.1149 -0.1643 2.1722 -0.9873 3.7785 4.2625 0.4306 0.2823 0.1742 5.3853 1.7172</span> +<span class="r-out co"><span class="r-pr">#></span> 272: 93.8674 -6.1149 -0.1643 2.1723 -0.9871 3.7829 4.2581 0.4304 0.2823 0.1743 5.3836 1.7162</span> +<span class="r-out co"><span class="r-pr">#></span> 273: 93.8644 -6.1159 -0.1642 2.1725 -0.9870 3.7910 4.2631 0.4303 0.2825 0.1743 5.3818 1.7154</span> +<span class="r-out co"><span class="r-pr">#></span> 274: 93.8585 -6.1158 -0.1640 2.1728 -0.9869 3.7926 4.2612 0.4302 0.2825 0.1743 5.3816 1.7147</span> +<span class="r-out co"><span class="r-pr">#></span> 275: 93.8564 -6.1151 -0.1639 2.1732 -0.9867 3.8053 4.2581 0.4301 0.2826 0.1743 5.3804 1.7143</span> +<span class="r-out co"><span class="r-pr">#></span> 276: 93.8564 -6.1132 -0.1638 2.1736 -0.9866 3.7958 4.2486 0.4300 0.2827 0.1745 5.3810 1.7144</span> +<span class="r-out co"><span class="r-pr">#></span> 277: 93.8564 -6.1120 -0.1637 2.1741 -0.9867 3.7952 4.2426 0.4298 0.2829 0.1747 5.3808 1.7148</span> +<span class="r-out co"><span class="r-pr">#></span> 278: 93.8528 -6.1113 -0.1636 2.1743 -0.9867 3.7922 4.2352 0.4297 0.2832 0.1750 5.3819 1.7144</span> +<span class="r-out co"><span class="r-pr">#></span> 279: 93.8503 -6.1124 -0.1636 2.1744 -0.9867 3.7930 4.2390 0.4298 0.2834 0.1753 5.3826 1.7144</span> +<span class="r-out co"><span class="r-pr">#></span> 280: 93.8466 -6.1146 -0.1636 2.1743 -0.9867 3.7946 4.2470 0.4299 0.2838 0.1755 5.3832 1.7142</span> +<span class="r-out co"><span class="r-pr">#></span> 281: 93.8435 -6.1165 -0.1638 2.1743 -0.9867 3.7994 4.2552 0.4298 0.2840 0.1756 5.3828 1.7140</span> +<span class="r-out co"><span class="r-pr">#></span> 282: 93.8421 -6.1162 -0.1639 2.1741 -0.9868 3.7967 4.2496 0.4296 0.2843 0.1758 5.3816 1.7137</span> +<span class="r-out co"><span class="r-pr">#></span> 283: 93.8382 -6.1146 -0.1641 2.1740 -0.9866 3.7957 4.2387 0.4294 0.2845 0.1760 5.3796 1.7135</span> +<span class="r-out co"><span class="r-pr">#></span> 284: 93.8356 -6.1131 -0.1641 2.1740 -0.9865 3.7904 4.2263 0.4292 0.2848 0.1762 5.3776 1.7127</span> +<span class="r-out co"><span class="r-pr">#></span> 285: 93.8349 -6.1113 -0.1642 2.1740 -0.9865 3.7841 4.2129 0.4291 0.2850 0.1765 5.3763 1.7130</span> +<span class="r-out co"><span class="r-pr">#></span> 286: 93.8372 -6.1095 -0.1643 2.1741 -0.9864 3.7801 4.2035 0.4289 0.2853 0.1769 5.3779 1.7130</span> +<span class="r-out co"><span class="r-pr">#></span> 287: 93.8393 -6.1077 -0.1643 2.1741 -0.9864 3.7804 4.1908 0.4287 0.2857 0.1771 5.3785 1.7132</span> +<span class="r-out co"><span class="r-pr">#></span> 288: 93.8395 -6.1071 -0.1644 2.1740 -0.9866 3.7714 4.1834 0.4284 0.2859 0.1772 5.3798 1.7120</span> +<span class="r-out co"><span class="r-pr">#></span> 289: 93.8398 -6.1065 -0.1645 2.1738 -0.9865 3.7635 4.1765 0.4282 0.2861 0.1774 5.3821 1.7111</span> +<span class="r-out co"><span class="r-pr">#></span> 290: 93.8376 -6.1089 -0.1647 2.1737 -0.9865 3.7495 4.1853 0.4281 0.2863 0.1776 5.3852 1.7106</span> +<span class="r-out co"><span class="r-pr">#></span> 291: 93.8341 -6.1091 -0.1647 2.1738 -0.9863 3.7340 4.1854 0.4278 0.2865 0.1776 5.3868 1.7098</span> +<span class="r-out co"><span class="r-pr">#></span> 292: 93.8329 -6.1080 -0.1647 2.1741 -0.9863 3.7189 4.1760 0.4275 0.2868 0.1777 5.3885 1.7091</span> +<span class="r-out co"><span class="r-pr">#></span> 293: 93.8312 -6.1065 -0.1647 2.1743 -0.9862 3.7091 4.1651 0.4272 0.2871 0.1778 5.3896 1.7086</span> +<span class="r-out co"><span class="r-pr">#></span> 294: 93.8310 -6.1042 -0.1647 2.1745 -0.9861 3.6946 4.1521 0.4269 0.2874 0.1780 5.3908 1.7077</span> +<span class="r-out co"><span class="r-pr">#></span> 295: 93.8299 -6.1033 -0.1648 2.1747 -0.9861 3.6968 4.1433 0.4265 0.2880 0.1781 5.3904 1.7066</span> +<span class="r-out co"><span class="r-pr">#></span> 296: 93.8276 -6.1027 -0.1648 2.1749 -0.9862 3.7072 4.1361 0.4261 0.2885 0.1782 5.3910 1.7056</span> +<span class="r-out co"><span class="r-pr">#></span> 297: 93.8212 -6.1015 -0.1647 2.1750 -0.9859 3.7253 4.1278 0.4256 0.2891 0.1783 5.3927 1.7051</span> +<span class="r-out co"><span class="r-pr">#></span> 298: 93.8173 -6.0980 -0.1647 2.1751 -0.9858 3.7552 4.1115 0.4251 0.2897 0.1784 5.3932 1.7045</span> +<span class="r-out co"><span class="r-pr">#></span> 299: 93.8168 -6.0984 -0.1646 2.1754 -0.9856 3.7687 4.1143 0.4246 0.2902 0.1786 5.3949 1.7037</span> +<span class="r-out co"><span class="r-pr">#></span> 300: 93.8154 -6.0967 -0.1646 2.1756 -0.9855 3.7888 4.1072 0.4241 0.2906 0.1788 5.3962 1.7030</span> +<span class="r-out co"><span class="r-pr">#></span> 301: 93.8129 -6.0946 -0.1646 2.1757 -0.9852 3.8097 4.1006 0.4236 0.2911 0.1791 5.3971 1.7026</span> +<span class="r-out co"><span class="r-pr">#></span> 302: 93.8120 -6.0932 -0.1646 2.1759 -0.9849 3.8403 4.0955 0.4231 0.2917 0.1792 5.3971 1.7021</span> +<span class="r-out co"><span class="r-pr">#></span> 303: 93.8115 -6.0942 -0.1646 2.1762 -0.9850 3.8602 4.1004 0.4227 0.2922 0.1795 5.3976 1.7020</span> +<span class="r-out co"><span class="r-pr">#></span> 304: 93.8106 -6.0979 -0.1645 2.1765 -0.9850 3.8898 4.1217 0.4222 0.2926 0.1798 5.3975 1.7024</span> +<span class="r-out co"><span class="r-pr">#></span> 305: 93.8091 -6.1009 -0.1644 2.1767 -0.9851 3.9165 4.1374 0.4218 0.2931 0.1801 5.3989 1.7024</span> +<span class="r-out co"><span class="r-pr">#></span> 306: 93.8090 -6.1043 -0.1644 2.1770 -0.9850 3.9485 4.1617 0.4214 0.2936 0.1803 5.3998 1.7021</span> +<span class="r-out co"><span class="r-pr">#></span> 307: 93.8082 -6.1063 -0.1644 2.1772 -0.9850 3.9730 4.1797 0.4210 0.2940 0.1803 5.3998 1.7017</span> +<span class="r-out co"><span class="r-pr">#></span> 308: 93.8093 -6.1090 -0.1644 2.1775 -0.9850 3.9874 4.2026 0.4205 0.2945 0.1804 5.3996 1.7006</span> +<span class="r-out co"><span class="r-pr">#></span> 309: 93.8092 -6.1122 -0.1643 2.1777 -0.9849 3.9948 4.2297 0.4201 0.2948 0.1804 5.4001 1.6998</span> +<span class="r-out co"><span class="r-pr">#></span> 310: 93.8080 -6.1142 -0.1642 2.1780 -0.9850 3.9976 4.2436 0.4197 0.2951 0.1803 5.4016 1.6989</span> +<span class="r-out co"><span class="r-pr">#></span> 311: 93.8094 -6.1164 -0.1641 2.1784 -0.9851 4.0015 4.2552 0.4194 0.2952 0.1803 5.4033 1.6978</span> +<span class="r-out co"><span class="r-pr">#></span> 312: 93.8107 -6.1184 -0.1640 2.1788 -0.9851 4.0006 4.2628 0.4190 0.2954 0.1802 5.4042 1.6972</span> +<span class="r-out co"><span class="r-pr">#></span> 313: 93.8118 -6.1190 -0.1640 2.1789 -0.9851 3.9991 4.2638 0.4186 0.2955 0.1802 5.4053 1.6967</span> +<span class="r-out co"><span class="r-pr">#></span> 314: 93.8139 -6.1188 -0.1639 2.1791 -0.9851 4.0019 4.2619 0.4183 0.2956 0.1802 5.4049 1.6966</span> +<span class="r-out co"><span class="r-pr">#></span> 315: 93.8152 -6.1173 -0.1639 2.1792 -0.9851 4.0111 4.2553 0.4179 0.2957 0.1802 5.4052 1.6966</span> +<span class="r-out co"><span class="r-pr">#></span> 316: 93.8178 -6.1158 -0.1639 2.1792 -0.9851 4.0073 4.2498 0.4175 0.2957 0.1802 5.4050 1.6966</span> +<span class="r-out co"><span class="r-pr">#></span> 317: 93.8205 -6.1155 -0.1639 2.1792 -0.9851 3.9999 4.2491 0.4172 0.2957 0.1802 5.4048 1.6963</span> +<span class="r-out co"><span class="r-pr">#></span> 318: 93.8216 -6.1145 -0.1639 2.1792 -0.9850 3.9961 4.2438 0.4168 0.2957 0.1802 5.4031 1.6961</span> +<span class="r-out co"><span class="r-pr">#></span> 319: 93.8241 -6.1143 -0.1639 2.1792 -0.9849 4.0009 4.2412 0.4164 0.2958 0.1801 5.4004 1.6956</span> +<span class="r-out co"><span class="r-pr">#></span> 320: 93.8257 -6.1142 -0.1639 2.1792 -0.9849 4.0018 4.2380 0.4160 0.2958 0.1801 5.3986 1.6952</span> +<span class="r-out co"><span class="r-pr">#></span> 321: 93.8280 -6.1134 -0.1639 2.1792 -0.9849 4.0055 4.2339 0.4156 0.2959 0.1802 5.3966 1.6950</span> +<span class="r-out co"><span class="r-pr">#></span> 322: 93.8299 -6.1122 -0.1639 2.1793 -0.9848 4.0075 4.2274 0.4152 0.2959 0.1802 5.3969 1.6948</span> +<span class="r-out co"><span class="r-pr">#></span> 323: 93.8318 -6.1123 -0.1639 2.1794 -0.9848 4.0087 4.2257 0.4149 0.2960 0.1802 5.3980 1.6941</span> +<span class="r-out co"><span class="r-pr">#></span> 324: 93.8352 -6.1098 -0.1639 2.1795 -0.9848 4.0123 4.2136 0.4145 0.2960 0.1802 5.3988 1.6936</span> +<span class="r-out co"><span class="r-pr">#></span> 325: 93.8374 -6.1072 -0.1638 2.1796 -0.9848 4.0230 4.2005 0.4142 0.2961 0.1802 5.3991 1.6933</span> +<span class="r-out co"><span class="r-pr">#></span> 326: 93.8410 -6.1050 -0.1637 2.1796 -0.9849 4.0327 4.1891 0.4139 0.2963 0.1802 5.4004 1.6927</span> +<span class="r-out co"><span class="r-pr">#></span> 327: 93.8457 -6.1023 -0.1637 2.1796 -0.9849 4.0327 4.1767 0.4135 0.2964 0.1802 5.4013 1.6922</span> +<span class="r-out co"><span class="r-pr">#></span> 328: 93.8493 -6.1017 -0.1637 2.1797 -0.9850 4.0440 4.1730 0.4131 0.2964 0.1802 5.4019 1.6915</span> +<span class="r-out co"><span class="r-pr">#></span> 329: 93.8515 -6.1001 -0.1637 2.1799 -0.9851 4.0556 4.1648 0.4128 0.2963 0.1803 5.4017 1.6912</span> +<span class="r-out co"><span class="r-pr">#></span> 330: 93.8541 -6.1001 -0.1636 2.1800 -0.9852 4.0606 4.1631 0.4124 0.2962 0.1804 5.4025 1.6912</span> +<span class="r-out co"><span class="r-pr">#></span> 331: 93.8539 -6.0994 -0.1635 2.1801 -0.9854 4.0654 4.1584 0.4120 0.2961 0.1805 5.4025 1.6907</span> +<span class="r-out co"><span class="r-pr">#></span> 332: 93.8536 -6.0999 -0.1634 2.1803 -0.9854 4.0696 4.1601 0.4116 0.2960 0.1808 5.4027 1.6904</span> +<span class="r-out co"><span class="r-pr">#></span> 333: 93.8531 -6.1002 -0.1633 2.1806 -0.9853 4.0682 4.1646 0.4112 0.2960 0.1810 5.4038 1.6893</span> +<span class="r-out co"><span class="r-pr">#></span> 334: 93.8543 -6.1005 -0.1632 2.1809 -0.9852 4.0771 4.1690 0.4108 0.2960 0.1812 5.4040 1.6883</span> +<span class="r-out co"><span class="r-pr">#></span> 335: 93.8552 -6.1010 -0.1631 2.1813 -0.9851 4.0888 4.1775 0.4104 0.2960 0.1813 5.4044 1.6878</span> +<span class="r-out co"><span class="r-pr">#></span> 336: 93.8555 -6.1016 -0.1630 2.1817 -0.9850 4.0969 4.1858 0.4099 0.2961 0.1814 5.4046 1.6873</span> +<span class="r-out co"><span class="r-pr">#></span> 337: 93.8553 -6.1025 -0.1628 2.1820 -0.9849 4.1152 4.1921 0.4094 0.2962 0.1815 5.4070 1.6863</span> +<span class="r-out co"><span class="r-pr">#></span> 338: 93.8553 -6.1018 -0.1626 2.1824 -0.9848 4.1314 4.1904 0.4090 0.2963 0.1816 5.4080 1.6852</span> +<span class="r-out co"><span class="r-pr">#></span> 339: 93.8567 -6.1004 -0.1625 2.1828 -0.9847 4.1449 4.1855 0.4087 0.2964 0.1817 5.4087 1.6841</span> +<span class="r-out co"><span class="r-pr">#></span> 340: 93.8582 -6.0987 -0.1623 2.1832 -0.9846 4.1603 4.1799 0.4083 0.2965 0.1819 5.4086 1.6832</span> +<span class="r-out co"><span class="r-pr">#></span> 341: 93.8589 -6.0962 -0.1620 2.1836 -0.9844 4.1692 4.1694 0.4079 0.2965 0.1820 5.4102 1.6828</span> +<span class="r-out co"><span class="r-pr">#></span> 342: 93.8583 -6.0932 -0.1618 2.1841 -0.9844 4.1729 4.1563 0.4075 0.2966 0.1821 5.4117 1.6821</span> +<span class="r-out co"><span class="r-pr">#></span> 343: 93.8590 -6.0906 -0.1615 2.1845 -0.9844 4.1840 4.1447 0.4071 0.2966 0.1822 5.4125 1.6819</span> +<span class="r-out co"><span class="r-pr">#></span> 344: 93.8582 -6.0890 -0.1613 2.1851 -0.9845 4.1860 4.1347 0.4068 0.2968 0.1826 5.4135 1.6814</span> +<span class="r-out co"><span class="r-pr">#></span> 345: 93.8576 -6.0876 -0.1610 2.1857 -0.9846 4.1889 4.1252 0.4064 0.2969 0.1829 5.4143 1.6810</span> +<span class="r-out co"><span class="r-pr">#></span> 346: 93.8549 -6.0853 -0.1608 2.1862 -0.9845 4.1925 4.1121 0.4061 0.2969 0.1832 5.4157 1.6803</span> +<span class="r-out co"><span class="r-pr">#></span> 347: 93.8540 -6.0829 -0.1605 2.1867 -0.9845 4.2031 4.0990 0.4058 0.2970 0.1834 5.4158 1.6803</span> +<span class="r-out co"><span class="r-pr">#></span> 348: 93.8516 -6.0814 -0.1602 2.1873 -0.9845 4.2169 4.0885 0.4055 0.2971 0.1836 5.4174 1.6801</span> +<span class="r-out co"><span class="r-pr">#></span> 349: 93.8505 -6.0797 -0.1600 2.1879 -0.9845 4.2253 4.0779 0.4052 0.2971 0.1837 5.4190 1.6799</span> +<span class="r-out co"><span class="r-pr">#></span> 350: 93.8512 -6.0773 -0.1597 2.1885 -0.9845 4.2268 4.0657 0.4049 0.2972 0.1839 5.4209 1.6797</span> +<span class="r-out co"><span class="r-pr">#></span> 351: 93.8507 -6.0754 -0.1595 2.1890 -0.9845 4.2245 4.0559 0.4046 0.2972 0.1840 5.4230 1.6794</span> +<span class="r-out co"><span class="r-pr">#></span> 352: 93.8490 -6.0736 -0.1592 2.1896 -0.9845 4.2296 4.0474 0.4044 0.2973 0.1841 5.4252 1.6790</span> +<span class="r-out co"><span class="r-pr">#></span> 353: 93.8460 -6.0718 -0.1589 2.1901 -0.9845 4.2356 4.0374 0.4042 0.2973 0.1843 5.4272 1.6790</span> +<span class="r-out co"><span class="r-pr">#></span> 354: 93.8437 -6.0695 -0.1586 2.1906 -0.9845 4.2408 4.0255 0.4041 0.2973 0.1844 5.4303 1.6787</span> +<span class="r-out co"><span class="r-pr">#></span> 355: 93.8420 -6.0679 -0.1584 2.1912 -0.9844 4.2428 4.0166 0.4040 0.2973 0.1845 5.4342 1.6785</span> +<span class="r-out co"><span class="r-pr">#></span> 356: 93.8413 -6.0666 -0.1581 2.1916 -0.9843 4.2418 4.0072 0.4040 0.2973 0.1845 5.4348 1.6792</span> +<span class="r-out co"><span class="r-pr">#></span> 357: 93.8406 -6.0650 -0.1578 2.1921 -0.9844 4.2531 3.9973 0.4040 0.2973 0.1846 5.4350 1.6798</span> +<span class="r-out co"><span class="r-pr">#></span> 358: 93.8404 -6.0639 -0.1575 2.1926 -0.9844 4.2596 3.9901 0.4040 0.2973 0.1846 5.4357 1.6805</span> +<span class="r-out co"><span class="r-pr">#></span> 359: 93.8373 -6.0630 -0.1572 2.1931 -0.9845 4.2724 3.9820 0.4039 0.2973 0.1848 5.4368 1.6816</span> +<span class="r-out co"><span class="r-pr">#></span> 360: 93.8347 -6.0622 -0.1569 2.1936 -0.9845 4.2788 3.9747 0.4039 0.2973 0.1849 5.4377 1.6824</span> +<span class="r-out co"><span class="r-pr">#></span> 361: 93.8327 -6.0626 -0.1566 2.1942 -0.9846 4.2919 3.9749 0.4038 0.2973 0.1850 5.4382 1.6831</span> +<span class="r-out co"><span class="r-pr">#></span> 362: 93.8326 -6.0629 -0.1562 2.1947 -0.9846 4.2989 3.9737 0.4038 0.2973 0.1850 5.4408 1.6838</span> +<span class="r-out co"><span class="r-pr">#></span> 363: 93.8316 -6.0629 -0.1559 2.1953 -0.9846 4.3007 3.9725 0.4037 0.2972 0.1850 5.4420 1.6842</span> +<span class="r-out co"><span class="r-pr">#></span> 364: 93.8317 -6.0629 -0.1556 2.1957 -0.9846 4.2910 3.9739 0.4038 0.2971 0.1850 5.4430 1.6840</span> +<span class="r-out co"><span class="r-pr">#></span> 365: 93.8317 -6.0629 -0.1553 2.1962 -0.9846 4.2878 3.9759 0.4040 0.2967 0.1849 5.4441 1.6839</span> +<span class="r-out co"><span class="r-pr">#></span> 366: 93.8319 -6.0633 -0.1549 2.1966 -0.9845 4.2870 3.9823 0.4042 0.2963 0.1849 5.4461 1.6839</span> +<span class="r-out co"><span class="r-pr">#></span> 367: 93.8320 -6.0636 -0.1546 2.1971 -0.9845 4.2828 3.9850 0.4042 0.2959 0.1849 5.4479 1.6843</span> +<span class="r-out co"><span class="r-pr">#></span> 368: 93.8312 -6.0635 -0.1544 2.1975 -0.9844 4.2781 3.9859 0.4043 0.2955 0.1849 5.4475 1.6841</span> +<span class="r-out co"><span class="r-pr">#></span> 369: 93.8301 -6.0640 -0.1541 2.1979 -0.9844 4.2760 3.9891 0.4043 0.2953 0.1850 5.4472 1.6835</span> +<span class="r-out co"><span class="r-pr">#></span> 370: 93.8306 -6.0651 -0.1539 2.1983 -0.9844 4.2690 3.9967 0.4042 0.2950 0.1850 5.4484 1.6829</span> +<span class="r-out co"><span class="r-pr">#></span> 371: 93.8312 -6.0669 -0.1536 2.1988 -0.9845 4.2613 4.0111 0.4042 0.2947 0.1851 5.4494 1.6822</span> +<span class="r-out co"><span class="r-pr">#></span> 372: 93.8312 -6.0681 -0.1533 2.1992 -0.9845 4.2585 4.0252 0.4042 0.2945 0.1852 5.4513 1.6817</span> +<span class="r-out co"><span class="r-pr">#></span> 373: 93.8307 -6.0681 -0.1531 2.1996 -0.9846 4.2605 4.0284 0.4042 0.2943 0.1853 5.4523 1.6815</span> +<span class="r-out co"><span class="r-pr">#></span> 374: 93.8305 -6.0678 -0.1529 2.1999 -0.9846 4.2676 4.0279 0.4040 0.2942 0.1853 5.4533 1.6816</span> +<span class="r-out co"><span class="r-pr">#></span> 375: 93.8313 -6.0673 -0.1528 2.2002 -0.9846 4.2708 4.0232 0.4038 0.2940 0.1854 5.4543 1.6813</span> +<span class="r-out co"><span class="r-pr">#></span> 376: 93.8310 -6.0672 -0.1527 2.2004 -0.9846 4.2775 4.0214 0.4037 0.2938 0.1855 5.4538 1.6809</span> +<span class="r-out co"><span class="r-pr">#></span> 377: 93.8298 -6.0666 -0.1526 2.2007 -0.9846 4.2787 4.0166 0.4035 0.2937 0.1856 5.4532 1.6806</span> +<span class="r-out co"><span class="r-pr">#></span> 378: 93.8276 -6.0664 -0.1525 2.2009 -0.9846 4.2781 4.0135 0.4033 0.2935 0.1857 5.4538 1.6801</span> +<span class="r-out co"><span class="r-pr">#></span> 379: 93.8262 -6.0671 -0.1524 2.2012 -0.9846 4.2800 4.0157 0.4031 0.2932 0.1857 5.4530 1.6803</span> +<span class="r-out co"><span class="r-pr">#></span> 380: 93.8243 -6.0675 -0.1523 2.2015 -0.9846 4.2735 4.0168 0.4029 0.2929 0.1857 5.4523 1.6803</span> +<span class="r-out co"><span class="r-pr">#></span> 381: 93.8233 -6.0677 -0.1522 2.2017 -0.9845 4.2670 4.0189 0.4027 0.2926 0.1858 5.4517 1.6798</span> +<span class="r-out co"><span class="r-pr">#></span> 382: 93.8229 -6.0674 -0.1521 2.2019 -0.9845 4.2655 4.0211 0.4025 0.2924 0.1858 5.4510 1.6794</span> +<span class="r-out co"><span class="r-pr">#></span> 383: 93.8196 -6.0681 -0.1521 2.2021 -0.9843 4.2696 4.0291 0.4023 0.2922 0.1859 5.4504 1.6788</span> +<span class="r-out co"><span class="r-pr">#></span> 384: 93.8174 -6.0688 -0.1520 2.2023 -0.9842 4.2851 4.0333 0.4021 0.2919 0.1860 5.4500 1.6783</span> +<span class="r-out co"><span class="r-pr">#></span> 385: 93.8156 -6.0682 -0.1518 2.2028 -0.9840 4.3056 4.0305 0.4019 0.2920 0.1862 5.4503 1.6774</span> +<span class="r-out co"><span class="r-pr">#></span> 386: 93.8145 -6.0684 -0.1516 2.2032 -0.9838 4.3195 4.0302 0.4016 0.2920 0.1863 5.4499 1.6765</span> +<span class="r-out co"><span class="r-pr">#></span> 387: 93.8121 -6.0679 -0.1514 2.2036 -0.9837 4.3290 4.0272 0.4014 0.2920 0.1864 5.4501 1.6756</span> +<span class="r-out co"><span class="r-pr">#></span> 388: 93.8105 -6.0676 -0.1513 2.2040 -0.9835 4.3393 4.0267 0.4011 0.2920 0.1865 5.4509 1.6751</span> +<span class="r-out co"><span class="r-pr">#></span> 389: 93.8089 -6.0664 -0.1510 2.2045 -0.9833 4.3458 4.0224 0.4009 0.2920 0.1865 5.4512 1.6746</span> +<span class="r-out co"><span class="r-pr">#></span> 390: 93.8080 -6.0658 -0.1508 2.2049 -0.9832 4.3422 4.0199 0.4007 0.2920 0.1866 5.4514 1.6744</span> +<span class="r-out co"><span class="r-pr">#></span> 391: 93.8077 -6.0669 -0.1507 2.2053 -0.9831 4.3500 4.0277 0.4007 0.2920 0.1867 5.4511 1.6740</span> +<span class="r-out co"><span class="r-pr">#></span> 392: 93.8069 -6.0676 -0.1505 2.2056 -0.9831 4.3525 4.0326 0.4006 0.2920 0.1868 5.4500 1.6733</span> +<span class="r-out co"><span class="r-pr">#></span> 393: 93.8072 -6.0678 -0.1504 2.2059 -0.9830 4.3562 4.0344 0.4005 0.2920 0.1868 5.4491 1.6725</span> +<span class="r-out co"><span class="r-pr">#></span> 394: 93.8083 -6.0684 -0.1503 2.2061 -0.9829 4.3577 4.0386 0.4004 0.2920 0.1869 5.4493 1.6716</span> +<span class="r-out co"><span class="r-pr">#></span> 395: 93.8086 -6.0685 -0.1501 2.2064 -0.9828 4.3574 4.0394 0.4003 0.2920 0.1869 5.4493 1.6709</span> +<span class="r-out co"><span class="r-pr">#></span> 396: 93.8078 -6.0677 -0.1500 2.2067 -0.9827 4.3591 4.0355 0.4002 0.2921 0.1870 5.4493 1.6707</span> +<span class="r-out co"><span class="r-pr">#></span> 397: 93.8064 -6.0668 -0.1499 2.2071 -0.9825 4.3621 4.0317 0.4000 0.2922 0.1871 5.4495 1.6704</span> +<span class="r-out co"><span class="r-pr">#></span> 398: 93.8058 -6.0661 -0.1499 2.2073 -0.9823 4.3701 4.0285 0.3999 0.2923 0.1872 5.4491 1.6699</span> +<span class="r-out co"><span class="r-pr">#></span> 399: 93.8057 -6.0651 -0.1498 2.2075 -0.9822 4.3803 4.0243 0.3997 0.2924 0.1872 5.4485 1.6699</span> +<span class="r-out co"><span class="r-pr">#></span> 400: 93.8057 -6.0647 -0.1498 2.2076 -0.9820 4.3854 4.0225 0.3996 0.2924 0.1872 5.4488 1.6699</span> +<span class="r-out co"><span class="r-pr">#></span> 401: 93.8059 -6.0635 -0.1498 2.2078 -0.9819 4.3939 4.0178 0.3995 0.2925 0.1873 5.4491 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 402: 93.8063 -6.0621 -0.1498 2.2079 -0.9818 4.4033 4.0120 0.3993 0.2926 0.1875 5.4492 1.6704</span> +<span class="r-out co"><span class="r-pr">#></span> 403: 93.8055 -6.0609 -0.1498 2.2080 -0.9816 4.4098 4.0069 0.3992 0.2926 0.1876 5.4494 1.6703</span> +<span class="r-out co"><span class="r-pr">#></span> 404: 93.8040 -6.0608 -0.1499 2.2081 -0.9815 4.4153 4.0050 0.3991 0.2927 0.1877 5.4494 1.6701</span> +<span class="r-out co"><span class="r-pr">#></span> 405: 93.8030 -6.0604 -0.1499 2.2082 -0.9814 4.4181 4.0047 0.3990 0.2928 0.1879 5.4491 1.6700</span> +<span class="r-out co"><span class="r-pr">#></span> 406: 93.8002 -6.0597 -0.1499 2.2083 -0.9812 4.4257 4.0025 0.3989 0.2928 0.1880 5.4498 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 407: 93.7969 -6.0593 -0.1500 2.2085 -0.9810 4.4343 3.9994 0.3988 0.2928 0.1881 5.4514 1.6703</span> +<span class="r-out co"><span class="r-pr">#></span> 408: 93.7947 -6.0582 -0.1499 2.2087 -0.9809 4.4509 3.9936 0.3987 0.2927 0.1882 5.4526 1.6704</span> +<span class="r-out co"><span class="r-pr">#></span> 409: 93.7929 -6.0579 -0.1499 2.2088 -0.9807 4.4584 3.9918 0.3987 0.2926 0.1882 5.4537 1.6707</span> +<span class="r-out co"><span class="r-pr">#></span> 410: 93.7896 -6.0593 -0.1499 2.2089 -0.9807 4.4664 4.0002 0.3987 0.2925 0.1883 5.4560 1.6705</span> +<span class="r-out co"><span class="r-pr">#></span> 411: 93.7875 -6.0601 -0.1499 2.2090 -0.9807 4.4626 4.0057 0.3987 0.2924 0.1883 5.4567 1.6705</span> +<span class="r-out co"><span class="r-pr">#></span> 412: 93.7862 -6.0602 -0.1499 2.2091 -0.9808 4.4574 4.0095 0.3986 0.2923 0.1884 5.4565 1.6706</span> +<span class="r-out co"><span class="r-pr">#></span> 413: 93.7858 -6.0606 -0.1498 2.2092 -0.9808 4.4527 4.0146 0.3986 0.2922 0.1885 5.4561 1.6708</span> +<span class="r-out co"><span class="r-pr">#></span> 414: 93.7859 -6.0615 -0.1498 2.2093 -0.9808 4.4451 4.0211 0.3987 0.2921 0.1885 5.4574 1.6708</span> +<span class="r-out co"><span class="r-pr">#></span> 415: 93.7864 -6.0629 -0.1498 2.2092 -0.9808 4.4443 4.0298 0.3986 0.2921 0.1885 5.4576 1.6707</span> +<span class="r-out co"><span class="r-pr">#></span> 416: 93.7851 -6.0639 -0.1498 2.2092 -0.9808 4.4462 4.0362 0.3985 0.2920 0.1884 5.4575 1.6706</span> +<span class="r-out co"><span class="r-pr">#></span> 417: 93.7820 -6.0644 -0.1499 2.2092 -0.9808 4.4425 4.0387 0.3985 0.2920 0.1884 5.4577 1.6703</span> +<span class="r-out co"><span class="r-pr">#></span> 418: 93.7801 -6.0652 -0.1499 2.2093 -0.9808 4.4365 4.0420 0.3985 0.2920 0.1883 5.4589 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 419: 93.7799 -6.0648 -0.1499 2.2094 -0.9807 4.4303 4.0418 0.3984 0.2921 0.1883 5.4596 1.6703</span> +<span class="r-out co"><span class="r-pr">#></span> 420: 93.7797 -6.0641 -0.1498 2.2095 -0.9807 4.4216 4.0383 0.3983 0.2921 0.1884 5.4607 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 421: 93.7803 -6.0641 -0.1498 2.2096 -0.9808 4.4120 4.0396 0.3983 0.2922 0.1885 5.4621 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 422: 93.7806 -6.0638 -0.1498 2.2097 -0.9809 4.4017 4.0373 0.3981 0.2923 0.1885 5.4635 1.6702</span> +<span class="r-out co"><span class="r-pr">#></span> 423: 93.7800 -6.0636 -0.1498 2.2098 -0.9810 4.3948 4.0339 0.3981 0.2923 0.1885 5.4640 1.6701</span> +<span class="r-out co"><span class="r-pr">#></span> 424: 93.7789 -6.0638 -0.1498 2.2099 -0.9810 4.3884 4.0336 0.3980 0.2924 0.1885 5.4651 1.6700</span> +<span class="r-out co"><span class="r-pr">#></span> 425: 93.7774 -6.0628 -0.1498 2.2101 -0.9810 4.3814 4.0271 0.3978 0.2925 0.1884 5.4666 1.6699</span> +<span class="r-out co"><span class="r-pr">#></span> 426: 93.7755 -6.0619 -0.1498 2.2102 -0.9811 4.3841 4.0221 0.3977 0.2925 0.1884 5.4693 1.6697</span> +<span class="r-out co"><span class="r-pr">#></span> 427: 93.7753 -6.0612 -0.1498 2.2103 -0.9810 4.3785 4.0167 0.3975 0.2926 0.1883 5.4712 1.6696</span> +<span class="r-out co"><span class="r-pr">#></span> 428: 93.7741 -6.0613 -0.1498 2.2104 -0.9810 4.3767 4.0161 0.3973 0.2926 0.1882 5.4729 1.6696</span> +<span class="r-out co"><span class="r-pr">#></span> 429: 93.7717 -6.0613 -0.1498 2.2105 -0.9810 4.3744 4.0158 0.3971 0.2926 0.1880 5.4743 1.6694</span> +<span class="r-out co"><span class="r-pr">#></span> 430: 93.7690 -6.0619 -0.1498 2.2106 -0.9809 4.3744 4.0189 0.3969 0.2926 0.1879 5.4753 1.6692</span> +<span class="r-out co"><span class="r-pr">#></span> 431: 93.7668 -6.0615 -0.1498 2.2107 -0.9809 4.3709 4.0174 0.3967 0.2925 0.1878 5.4762 1.6691</span> +<span class="r-out co"><span class="r-pr">#></span> 432: 93.7656 -6.0619 -0.1498 2.2108 -0.9809 4.3710 4.0173 0.3966 0.2926 0.1878 5.4770 1.6688</span> +<span class="r-out co"><span class="r-pr">#></span> 433: 93.7632 -6.0625 -0.1498 2.2108 -0.9809 4.3689 4.0204 0.3964 0.2926 0.1877 5.4774 1.6687</span> +<span class="r-out co"><span class="r-pr">#></span> 434: 93.7624 -6.0621 -0.1498 2.2109 -0.9808 4.3687 4.0178 0.3962 0.2926 0.1876 5.4774 1.6683</span> +<span class="r-out co"><span class="r-pr">#></span> 435: 93.7608 -6.0622 -0.1497 2.2111 -0.9808 4.3714 4.0182 0.3961 0.2927 0.1875 5.4777 1.6679</span> +<span class="r-out co"><span class="r-pr">#></span> 436: 93.7586 -6.0622 -0.1498 2.2112 -0.9808 4.3695 4.0178 0.3959 0.2928 0.1874 5.4784 1.6679</span> +<span class="r-out co"><span class="r-pr">#></span> 437: 93.7558 -6.0622 -0.1498 2.2114 -0.9809 4.3658 4.0167 0.3957 0.2928 0.1873 5.4795 1.6678</span> +<span class="r-out co"><span class="r-pr">#></span> 438: 93.7519 -6.0627 -0.1499 2.2115 -0.9808 4.3601 4.0183 0.3955 0.2928 0.1872 5.4807 1.6674</span> +<span class="r-out co"><span class="r-pr">#></span> 439: 93.7478 -6.0618 -0.1499 2.2115 -0.9807 4.3538 4.0133 0.3952 0.2928 0.1871 5.4814 1.6672</span> +<span class="r-out co"><span class="r-pr">#></span> 440: 93.7449 -6.0612 -0.1499 2.2117 -0.9805 4.3504 4.0103 0.3951 0.2928 0.1870 5.4820 1.6669</span> +<span class="r-out co"><span class="r-pr">#></span> 441: 93.7433 -6.0608 -0.1499 2.2117 -0.9805 4.3438 4.0077 0.3949 0.2928 0.1869 5.4818 1.6666</span> +<span class="r-out co"><span class="r-pr">#></span> 442: 93.7417 -6.0604 -0.1500 2.2118 -0.9805 4.3354 4.0058 0.3947 0.2927 0.1868 5.4824 1.6666</span> +<span class="r-out co"><span class="r-pr">#></span> 443: 93.7407 -6.0604 -0.1500 2.2119 -0.9805 4.3281 4.0046 0.3946 0.2927 0.1867 5.4832 1.6667</span> +<span class="r-out co"><span class="r-pr">#></span> 444: 93.7397 -6.0608 -0.1500 2.2118 -0.9805 4.3180 4.0069 0.3944 0.2928 0.1866 5.4857 1.6664</span> +<span class="r-out co"><span class="r-pr">#></span> 445: 93.7387 -6.0613 -0.1501 2.2118 -0.9805 4.3092 4.0085 0.3942 0.2929 0.1866 5.4866 1.6663</span> +<span class="r-out co"><span class="r-pr">#></span> 446: 93.7376 -6.0612 -0.1502 2.2117 -0.9805 4.3022 4.0075 0.3939 0.2930 0.1865 5.4866 1.6660</span> +<span class="r-out co"><span class="r-pr">#></span> 447: 93.7375 -6.0613 -0.1503 2.2116 -0.9806 4.2981 4.0076 0.3937 0.2931 0.1865 5.4863 1.6658</span> +<span class="r-out co"><span class="r-pr">#></span> 448: 93.7388 -6.0617 -0.1504 2.2115 -0.9806 4.2970 4.0087 0.3935 0.2932 0.1864 5.4870 1.6658</span> +<span class="r-out co"><span class="r-pr">#></span> 449: 93.7400 -6.0617 -0.1504 2.2115 -0.9807 4.2904 4.0069 0.3933 0.2933 0.1864 5.4880 1.6655</span> +<span class="r-out co"><span class="r-pr">#></span> 450: 93.7414 -6.0623 -0.1505 2.2113 -0.9808 4.2829 4.0095 0.3930 0.2935 0.1863 5.4880 1.6653</span> +<span class="r-out co"><span class="r-pr">#></span> 451: 93.7426 -6.0634 -0.1506 2.2112 -0.9808 4.2797 4.0146 0.3928 0.2936 0.1863 5.4877 1.6655</span> +<span class="r-out co"><span class="r-pr">#></span> 452: 93.7447 -6.0642 -0.1507 2.2110 -0.9809 4.2770 4.0171 0.3926 0.2938 0.1862 5.4876 1.6657</span> +<span class="r-out co"><span class="r-pr">#></span> 453: 93.7465 -6.0644 -0.1508 2.2108 -0.9810 4.2698 4.0184 0.3924 0.2940 0.1862 5.4877 1.6652</span> +<span class="r-out co"><span class="r-pr">#></span> 454: 93.7478 -6.0645 -0.1509 2.2106 -0.9810 4.2657 4.0182 0.3922 0.2941 0.1861 5.4874 1.6648</span> +<span class="r-out co"><span class="r-pr">#></span> 455: 93.7486 -6.0650 -0.1511 2.2104 -0.9811 4.2656 4.0203 0.3921 0.2943 0.1861 5.4871 1.6644</span> +<span class="r-out co"><span class="r-pr">#></span> 456: 93.7485 -6.0659 -0.1512 2.2102 -0.9812 4.2646 4.0240 0.3920 0.2945 0.1860 5.4869 1.6641</span> +<span class="r-out co"><span class="r-pr">#></span> 457: 93.7487 -6.0668 -0.1514 2.2099 -0.9813 4.2613 4.0277 0.3919 0.2946 0.1860 5.4866 1.6640</span> +<span class="r-out co"><span class="r-pr">#></span> 458: 93.7484 -6.0667 -0.1515 2.2097 -0.9812 4.2586 4.0263 0.3918 0.2947 0.1859 5.4854 1.6639</span> +<span class="r-out co"><span class="r-pr">#></span> 459: 93.7468 -6.0661 -0.1517 2.2095 -0.9812 4.2565 4.0225 0.3917 0.2948 0.1858 5.4853 1.6639</span> +<span class="r-out co"><span class="r-pr">#></span> 460: 93.7458 -6.0652 -0.1518 2.2093 -0.9812 4.2548 4.0171 0.3916 0.2950 0.1858 5.4843 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 461: 93.7435 -6.0645 -0.1519 2.2091 -0.9811 4.2554 4.0121 0.3914 0.2951 0.1858 5.4843 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 462: 93.7421 -6.0637 -0.1521 2.2089 -0.9811 4.2509 4.0079 0.3913 0.2953 0.1857 5.4840 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 463: 93.7406 -6.0630 -0.1522 2.2088 -0.9810 4.2534 4.0036 0.3912 0.2955 0.1857 5.4834 1.6640</span> +<span class="r-out co"><span class="r-pr">#></span> 464: 93.7406 -6.0622 -0.1524 2.2086 -0.9810 4.2548 3.9986 0.3911 0.2956 0.1857 5.4828 1.6639</span> +<span class="r-out co"><span class="r-pr">#></span> 465: 93.7404 -6.0617 -0.1525 2.2084 -0.9810 4.2511 3.9955 0.3910 0.2958 0.1857 5.4828 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 466: 93.7414 -6.0610 -0.1527 2.2080 -0.9809 4.2468 3.9918 0.3910 0.2959 0.1857 5.4812 1.6640</span> +<span class="r-out co"><span class="r-pr">#></span> 467: 93.7419 -6.0606 -0.1529 2.2077 -0.9810 4.2446 3.9885 0.3909 0.2960 0.1858 5.4799 1.6642</span> +<span class="r-out co"><span class="r-pr">#></span> 468: 93.7427 -6.0604 -0.1531 2.2074 -0.9809 4.2473 3.9872 0.3909 0.2961 0.1858 5.4790 1.6643</span> +<span class="r-out co"><span class="r-pr">#></span> 469: 93.7435 -6.0608 -0.1532 2.2073 -0.9810 4.2457 3.9891 0.3907 0.2963 0.1858 5.4789 1.6641</span> +<span class="r-out co"><span class="r-pr">#></span> 470: 93.7442 -6.0611 -0.1533 2.2071 -0.9811 4.2443 3.9895 0.3905 0.2965 0.1858 5.4785 1.6640</span> +<span class="r-out co"><span class="r-pr">#></span> 471: 93.7443 -6.0618 -0.1534 2.2070 -0.9812 4.2415 3.9932 0.3903 0.2967 0.1858 5.4773 1.6639</span> +<span class="r-out co"><span class="r-pr">#></span> 472: 93.7433 -6.0624 -0.1535 2.2069 -0.9812 4.2414 3.9958 0.3901 0.2969 0.1858 5.4765 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 473: 93.7421 -6.0621 -0.1536 2.2067 -0.9811 4.2330 3.9962 0.3899 0.2970 0.1858 5.4762 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 474: 93.7415 -6.0621 -0.1537 2.2066 -0.9812 4.2263 3.9968 0.3897 0.2972 0.1858 5.4755 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 475: 93.7396 -6.0621 -0.1538 2.2066 -0.9812 4.2261 3.9956 0.3895 0.2973 0.1859 5.4751 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 476: 93.7373 -6.0626 -0.1539 2.2065 -0.9811 4.2265 3.9976 0.3893 0.2975 0.1859 5.4743 1.6634</span> +<span class="r-out co"><span class="r-pr">#></span> 477: 93.7357 -6.0623 -0.1540 2.2063 -0.9811 4.2222 3.9953 0.3891 0.2976 0.1859 5.4741 1.6635</span> +<span class="r-out co"><span class="r-pr">#></span> 478: 93.7345 -6.0620 -0.1541 2.2062 -0.9811 4.2165 3.9939 0.3889 0.2978 0.1860 5.4745 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 479: 93.7341 -6.0615 -0.1542 2.2062 -0.9812 4.2122 3.9916 0.3887 0.2979 0.1860 5.4751 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 480: 93.7338 -6.0619 -0.1543 2.2061 -0.9812 4.2084 3.9932 0.3885 0.2980 0.1860 5.4753 1.6635</span> +<span class="r-out co"><span class="r-pr">#></span> 481: 93.7336 -6.0618 -0.1544 2.2060 -0.9812 4.2066 3.9945 0.3883 0.2981 0.1860 5.4748 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 482: 93.7340 -6.0622 -0.1545 2.2058 -0.9812 4.2069 3.9969 0.3882 0.2983 0.1860 5.4741 1.6636</span> +<span class="r-out co"><span class="r-pr">#></span> 483: 93.7328 -6.0627 -0.1547 2.2057 -0.9813 4.2062 3.9992 0.3879 0.2985 0.1861 5.4739 1.6636</span> +<span class="r-out co"><span class="r-pr">#></span> 484: 93.7323 -6.0629 -0.1547 2.2056 -0.9813 4.2075 3.9995 0.3877 0.2987 0.1861 5.4730 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 485: 93.7326 -6.0634 -0.1548 2.2055 -0.9814 4.2045 4.0013 0.3875 0.2989 0.1862 5.4727 1.6637</span> +<span class="r-out co"><span class="r-pr">#></span> 486: 93.7320 -6.0632 -0.1549 2.2055 -0.9814 4.2084 3.9989 0.3872 0.2991 0.1863 5.4718 1.6635</span> +<span class="r-out co"><span class="r-pr">#></span> 487: 93.7321 -6.0625 -0.1549 2.2054 -0.9814 4.2105 3.9949 0.3870 0.2993 0.1864 5.4712 1.6634</span> +<span class="r-out co"><span class="r-pr">#></span> 488: 93.7326 -6.0623 -0.1550 2.2054 -0.9814 4.2104 3.9935 0.3868 0.2996 0.1865 5.4721 1.6635</span> +<span class="r-out co"><span class="r-pr">#></span> 489: 93.7342 -6.0615 -0.1551 2.2054 -0.9815 4.2103 3.9893 0.3866 0.2998 0.1866 5.4725 1.6635</span> +<span class="r-out co"><span class="r-pr">#></span> 490: 93.7360 -6.0610 -0.1551 2.2053 -0.9815 4.2116 3.9857 0.3864 0.3001 0.1867 5.4730 1.6636</span> +<span class="r-out co"><span class="r-pr">#></span> 491: 93.7374 -6.0601 -0.1551 2.2052 -0.9815 4.2128 3.9804 0.3862 0.3003 0.1868 5.4722 1.6638</span> +<span class="r-out co"><span class="r-pr">#></span> 492: 93.7386 -6.0597 -0.1552 2.2050 -0.9816 4.2171 3.9774 0.3861 0.3006 0.1869 5.4714 1.6642</span> +<span class="r-out co"><span class="r-pr">#></span> 493: 93.7399 -6.0597 -0.1553 2.2049 -0.9816 4.2262 3.9766 0.3859 0.3008 0.1869 5.4712 1.6643</span> +<span class="r-out co"><span class="r-pr">#></span> 494: 93.7404 -6.0596 -0.1553 2.2047 -0.9816 4.2347 3.9746 0.3857 0.3011 0.1870 5.4711 1.6646</span> +<span class="r-out co"><span class="r-pr">#></span> 495: 93.7406 -6.0590 -0.1554 2.2046 -0.9817 4.2395 3.9711 0.3855 0.3014 0.1871 5.4705 1.6650</span> +<span class="r-out co"><span class="r-pr">#></span> 496: 93.7416 -6.0582 -0.1554 2.2045 -0.9817 4.2456 3.9660 0.3853 0.3017 0.1871 5.4707 1.6656</span> +<span class="r-out co"><span class="r-pr">#></span> 497: 93.7433 -6.0575 -0.1555 2.2044 -0.9818 4.2511 3.9631 0.3851 0.3020 0.1871 5.4714 1.6658</span> +<span class="r-out co"><span class="r-pr">#></span> 498: 93.7444 -6.0574 -0.1556 2.2042 -0.9817 4.2516 3.9632 0.3848 0.3023 0.1871 5.4721 1.6660</span> +<span class="r-out co"><span class="r-pr">#></span> 499: 93.7457 -6.0576 -0.1557 2.2041 -0.9817 4.2518 3.9660 0.3846 0.3025 0.1871 5.4728 1.6660</span> +<span class="r-out co"><span class="r-pr">#></span> 500: 93.7469 -6.0586 -0.1557 2.2040 -0.9817 4.2481 3.9757 0.3844 0.3028 0.1871 5.4738 1.6661</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_focei_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_obs</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_beta |sigma_parent | sigma_A1 | o1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o2 | o3 | o4 | o5 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 468.02617 | 1.000 | -1.000 | -0.9113 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8491 | -0.8511 | -0.8672 | -0.8762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8737 | -0.8674 | -0.8694 | -0.8687 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.02617 | 94.00 | -5.400 | -0.9900 | -0.2000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 2.000 | 1.200 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8758 | 1.189 | 1.093 | 1.127 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.02617</span> | 94.00 | 0.004517 | 0.2709 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.166 | 2.000 | 1.200 | 0.7536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8758 | 1.189 | 1.093 | 1.127 |</span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | 49.30 | 2.016 | -0.2473 | -0.3737 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.227 | -27.89 | -10.29 | 8.753 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 11.17 | -12.52 | -9.819 | -8.910 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 4021.4865 | 0.2059 | -1.032 | -0.9073 | -0.8894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8293 | -0.4019 | -0.7014 | -1.017 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.054 | -0.6658 | -0.7112 | -0.7251 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 4021.4865 | 19.35 | -5.432 | -0.9861 | -0.1940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.120 | 2.449 | 1.299 | 0.6474 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7182 | 1.429 | 1.266 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 4021.4865</span> | 19.35 | 0.004372 | 0.2717 | 0.8237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.329 | 2.449 | 1.299 | 0.6474 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7182 | 1.429 | 1.266 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 518.20369 | 0.9206 | -1.003 | -0.9109 | -0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8471 | -0.8062 | -0.8506 | -0.8903 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8917 | -0.8473 | -0.8535 | -0.8543 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 518.20369 | 86.53 | -5.403 | -0.9896 | -0.1994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 2.045 | 1.210 | 0.7430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8600 | 1.213 | 1.111 | 1.143 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 518.20369</span> | 86.53 | 0.004502 | 0.2710 | 0.8192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.182 | 2.045 | 1.210 | 0.7430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8600 | 1.213 | 1.111 | 1.143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 467.99742 | 0.9921 | -1.000 | -0.9112 | -0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.8466 | -0.8655 | -0.8776 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8755 | -0.8654 | -0.8678 | -0.8672 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.99742 | 93.25 | -5.400 | -0.9900 | -0.1999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 2.004 | 1.201 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8742 | 1.192 | 1.095 | 1.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.99742</span> | 93.25 | 0.004515 | 0.2709 | 0.8188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 2.004 | 1.201 | 0.7526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8742 | 1.192 | 1.095 | 1.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -98.28 | 1.929 | -0.4044 | -0.4503 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.484 | -29.27 | -9.987 | 8.922 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.417 | -11.79 | -9.521 | -8.343 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 467.67344 | 0.9967 | -1.000 | -0.9112 | -0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8488 | -0.8452 | -0.8651 | -0.8780 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8760 | -0.8648 | -0.8673 | -0.8668 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.67344 | 93.69 | -5.400 | -0.9899 | -0.1999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 2.006 | 1.201 | 0.7523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8738 | 1.192 | 1.095 | 1.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.67344</span> | 93.69 | 0.004515 | 0.2709 | 0.8188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.168 | 2.006 | 1.201 | 0.7523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8738 | 1.192 | 1.095 | 1.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.92 | 1.963 | -0.3242 | -0.4184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.350 | -28.16 | -10.02 | 8.541 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.305 | -11.80 | -9.512 | -8.408 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 467.50396 | 0.9983 | -1.001 | -0.9112 | -0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8487 | -0.8416 | -0.8638 | -0.8791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8771 | -0.8633 | -0.8661 | -0.8658 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.50396 | 93.84 | -5.401 | -0.9899 | -0.1999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.100 | 2.010 | 1.202 | 0.7514 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8729 | 1.194 | 1.097 | 1.130 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.50396</span> | 93.84 | 0.004514 | 0.2709 | 0.8188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.170 | 2.010 | 1.202 | 0.7514 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8729 | 1.194 | 1.097 | 1.130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 467.27231 | 1.003 | -1.001 | -0.9110 | -0.8951 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8481 | -0.8306 | -0.8599 | -0.8825 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8803 | -0.8587 | -0.8624 | -0.8625 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.27231 | 94.27 | -5.401 | -0.9898 | -0.1997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.101 | 2.021 | 1.204 | 0.7489 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8700 | 1.200 | 1.101 | 1.134 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.27231</span> | 94.27 | 0.004510 | 0.2710 | 0.8190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.174 | 2.021 | 1.204 | 0.7489 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8700 | 1.200 | 1.101 | 1.134 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 101.6 | 1.991 | -0.1997 | -0.3688 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.177 | -25.72 | -9.853 | 9.249 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.335 | -11.58 | -9.288 | -8.277 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 466.36087 | 0.9961 | -1.002 | -0.9109 | -0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8474 | -0.8165 | -0.8547 | -0.8873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8853 | -0.8526 | -0.8575 | -0.8582 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.36087 | 93.63 | -5.402 | -0.9896 | -0.1995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 2.035 | 1.207 | 0.7453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8657 | 1.207 | 1.106 | 1.139 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.36087</span> | 93.63 | 0.004506 | 0.2710 | 0.8191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.180 | 2.035 | 1.207 | 0.7453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8657 | 1.207 | 1.106 | 1.139 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -21.78 | 1.909 | -0.3215 | -0.4291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.401 | -25.38 | -9.315 | 7.655 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 10.17 | -11.26 | -9.035 | -7.894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 465.79764 | 1.000 | -1.004 | -0.9107 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8467 | -0.8024 | -0.8495 | -0.8920 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8917 | -0.8462 | -0.8524 | -0.8537 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 465.79764 | 94.04 | -5.404 | -0.9895 | -0.1993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.102 | 2.049 | 1.211 | 0.7417 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8600 | 1.214 | 1.112 | 1.144 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 465.79764</span> | 94.04 | 0.004501 | 0.2710 | 0.8193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.186 | 2.049 | 1.211 | 0.7417 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8600 | 1.214 | 1.112 | 1.144 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 54.81 | 1.910 | -0.2489 | -0.4009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.285 | -22.17 | -8.389 | 8.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.340 | -11.02 | -8.786 | -7.720 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 465.18897 | 0.9945 | -1.005 | -0.9105 | -0.8943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8457 | -0.7893 | -0.8445 | -0.8971 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8975 | -0.8390 | -0.8467 | -0.8487 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 465.18897 | 93.48 | -5.405 | -0.9893 | -0.1990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.103 | 2.062 | 1.214 | 0.7379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8549 | 1.223 | 1.118 | 1.149 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 465.18897</span> | 93.48 | 0.004495 | 0.2711 | 0.8196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.194 | 2.062 | 1.214 | 0.7379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8549 | 1.223 | 1.118 | 1.149 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -47.52 | 1.834 | -0.3684 | -0.4503 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.489 | -22.39 | -7.996 | 7.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.249 | -10.90 | -8.741 | -7.575 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 464.56229 | 0.9983 | -1.006 | -0.9102 | -0.8940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8445 | -0.7772 | -0.8401 | -0.9030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9029 | -0.8305 | -0.8400 | -0.8430 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 464.56229 | 93.84 | -5.406 | -0.9890 | -0.1986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.105 | 2.074 | 1.216 | 0.7334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8503 | 1.233 | 1.125 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 464.56229</span> | 93.84 | 0.004488 | 0.2711 | 0.8199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.204 | 2.074 | 1.216 | 0.7334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8503 | 1.233 | 1.125 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 463.71730 | 0.9982 | -1.009 | -0.9098 | -0.8933 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8424 | -0.7583 | -0.8332 | -0.9128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9112 | -0.8167 | -0.8291 | -0.8337 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 463.7173 | 93.83 | -5.409 | -0.9885 | -0.1980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.107 | 2.093 | 1.220 | 0.7260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8430 | 1.249 | 1.137 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 463.7173</span> | 93.83 | 0.004478 | 0.2712 | 0.8204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.221 | 2.093 | 1.220 | 0.7260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8430 | 1.249 | 1.137 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 461.03699 | 0.9978 | -1.018 | -0.9080 | -0.8909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8343 | -0.6839 | -0.8059 | -0.9516 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9441 | -0.7622 | -0.7862 | -0.7969 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 461.03699 | 93.79 | -5.418 | -0.9868 | -0.1955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.115 | 2.167 | 1.237 | 0.6968 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8141 | 1.314 | 1.184 | 1.208 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 461.03699</span> | 93.79 | 0.004435 | 0.2716 | 0.8224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.288 | 2.167 | 1.237 | 0.6968 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8141 | 1.314 | 1.184 | 1.208 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 458.83693 | 0.9972 | -1.033 | -0.9052 | -0.8871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8218 | -0.5692 | -0.7639 | -1.011 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9948 | -0.6782 | -0.7201 | -0.7403 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.83693 | 93.74 | -5.433 | -0.9840 | -0.1917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.127 | 2.282 | 1.262 | 0.6519 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7697 | 1.414 | 1.256 | 1.272 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.83693</span> | 93.74 | 0.004371 | 0.2721 | 0.8255 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.393 | 2.282 | 1.262 | 0.6519 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7697 | 1.414 | 1.256 | 1.272 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.05416 | 1.397 | -0.2200 | -0.5344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.585 | -3.387 | -1.306 | -0.2250 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.392 | -3.452 | -2.065 | -1.405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 459.30045 | 0.9957 | -1.166 | -0.8845 | -0.8313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6584 | -0.5528 | -0.7505 | -0.8569 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.017 | -0.4560 | -0.6245 | -0.7036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 459.30045 | 93.60 | -5.566 | -0.9635 | -0.1360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.291 | 2.298 | 1.270 | 0.7682 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7505 | 1.678 | 1.361 | 1.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 459.30045</span> | 93.60 | 0.003827 | 0.2762 | 0.8729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.881 | 2.298 | 1.270 | 0.7682 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7505 | 1.678 | 1.361 | 1.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 458.36319 | 0.9960 | -1.071 | -0.8992 | -0.8719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7770 | -0.5045 | -0.7383 | -0.9927 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.5931 | -0.6727 | -0.7107 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.36319 | 93.63 | -5.471 | -0.9780 | -0.1766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.172 | 2.347 | 1.277 | 0.6658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7452 | 1.515 | 1.308 | 1.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.36319</span> | 93.63 | 0.004206 | 0.2733 | 0.8381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.777 | 2.347 | 1.277 | 0.6658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7452 | 1.515 | 1.308 | 1.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -12.30 | 1.214 | 0.06343 | -0.2616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6069 | 0.08029 | 0.4273 | 0.07297 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3937 | 0.3470 | 0.5201 | 0.09241 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 458.37724 | 0.9977 | -1.183 | -0.9046 | -0.8476 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7196 | -0.4765 | -0.7567 | -1.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9850 | -0.5955 | -0.6985 | -0.7030 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.37724 | 93.79 | -5.583 | -0.9834 | -0.1522 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.229 | 2.375 | 1.266 | 0.6497 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7783 | 1.513 | 1.280 | 1.314 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.37724</span> | 93.79 | 0.003762 | 0.2722 | 0.8588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.295 | 2.375 | 1.266 | 0.6497 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7783 | 1.513 | 1.280 | 1.314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 458.32800 | 0.9976 | -1.124 | -0.9017 | -0.8605 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7499 | -0.4913 | -0.7470 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.005 | -0.5943 | -0.6849 | -0.7071 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.328 | 93.78 | -5.524 | -0.9806 | -0.1651 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.199 | 2.360 | 1.272 | 0.6583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7608 | 1.514 | 1.295 | 1.309 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.328</span> | 93.78 | 0.003990 | 0.2728 | 0.8478 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.017 | 2.360 | 1.272 | 0.6583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7608 | 1.514 | 1.295 | 1.309 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.757 | 1.093 | -0.06310 | 0.02237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09811 | 0.3115 | -0.3381 | -0.2098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8196 | 0.7052 | 0.04425 | 0.2610 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 458.25889 | 0.9968 | -1.183 | -0.9011 | -0.8543 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7363 | -0.4871 | -0.7422 | -1.003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.6115 | -0.6911 | -0.7106 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.25889 | 93.70 | -5.583 | -0.9799 | -0.1589 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.213 | 2.364 | 1.275 | 0.6583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7450 | 1.494 | 1.288 | 1.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.25889</span> | 93.70 | 0.003760 | 0.2729 | 0.8531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.141 | 2.364 | 1.275 | 0.6583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7450 | 1.494 | 1.288 | 1.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.6125 | 0.8824 | -0.01905 | 0.1697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4368 | 0.4743 | 0.05191 | -0.6440 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4868 | -0.9136 | -0.3225 | -0.06220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 458.18570 | 0.9978 | -1.246 | -0.9006 | -0.8585 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7495 | -0.4978 | -0.7385 | -0.9895 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6046 | -0.6874 | -0.7124 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1857 | 93.79 | -5.646 | -0.9794 | -0.1632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.200 | 2.353 | 1.277 | 0.6683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7440 | 1.502 | 1.292 | 1.303 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1857</span> | 93.79 | 0.003532 | 0.2730 | 0.8495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.022 | 2.353 | 1.277 | 0.6683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7440 | 1.502 | 1.292 | 1.303 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 458.13464 | 0.9963 | -1.435 | -0.8992 | -0.8705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7875 | -0.5278 | -0.7264 | -0.9531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.031 | -0.5901 | -0.6784 | -0.7184 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.13464 | 93.65 | -5.835 | -0.9781 | -0.1751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.323 | 1.284 | 0.6957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7378 | 1.519 | 1.302 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.13464</span> | 93.65 | 0.002922 | 0.2733 | 0.8394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.685 | 2.323 | 1.284 | 0.6957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7378 | 1.519 | 1.302 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -15.15 | 0.2290 | 0.2476 | -0.1455 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7111 | -1.138 | 0.8895 | 1.880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.837 | 0.2029 | 0.3485 | -0.6531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 458.67841 | 0.9992 | -1.651 | -0.9027 | -0.9245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8733 | -0.5209 | -0.7232 | -1.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.001 | -0.6164 | -0.6125 | -0.6771 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.67841 | 93.92 | -6.051 | -0.9815 | -0.2291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.076 | 2.330 | 1.286 | 0.6333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7647 | 1.488 | 1.374 | 1.343 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.67841</span> | 93.92 | 0.002355 | 0.2726 | 0.7952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.971 | 2.330 | 1.286 | 0.6333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7647 | 1.488 | 1.374 | 1.343 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 458.25487 | 1.002 | -1.469 | -0.8998 | -0.8789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8006 | -0.5263 | -0.7262 | -0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5942 | -0.6683 | -0.7117 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.25487 | 94.17 | -5.869 | -0.9787 | -0.1835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.148 | 2.325 | 1.285 | 0.6855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7425 | 1.514 | 1.313 | 1.304 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.25487</span> | 94.17 | 0.002825 | 0.2732 | 0.8324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.572 | 2.325 | 1.285 | 0.6855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7425 | 1.514 | 1.313 | 1.304 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 458.28425 | 1.002 | -1.442 | -0.8994 | -0.8721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7899 | -0.5271 | -0.7267 | -0.9564 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.030 | -0.5910 | -0.6765 | -0.7168 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.28425 | 94.21 | -5.842 | -0.9783 | -0.1768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.159 | 2.324 | 1.284 | 0.6932 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.518 | 1.304 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.28425</span> | 94.21 | 0.002902 | 0.2732 | 0.8380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.664 | 2.324 | 1.284 | 0.6932 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.518 | 1.304 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 458.13208 | 0.9983 | -1.435 | -0.8993 | -0.8705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7874 | -0.5276 | -0.7266 | -0.9533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.031 | -0.5901 | -0.6785 | -0.7183 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.13208 | 93.84 | -5.835 | -0.9781 | -0.1751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.323 | 1.284 | 0.6955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7380 | 1.519 | 1.302 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.13208</span> | 93.84 | 0.002922 | 0.2733 | 0.8394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.686 | 2.323 | 1.284 | 0.6955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7380 | 1.519 | 1.302 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 13.75 | 0.2391 | 0.3431 | -0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6079 | -1.684 | 0.2301 | 1.587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9924 | -0.4675 | 0.3927 | -0.7567 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 458.12484 | 0.9973 | -1.435 | -0.8993 | -0.8705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7874 | -0.5275 | -0.7266 | -0.9535 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.031 | -0.5900 | -0.6785 | -0.7182 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.12484 | 93.75 | -5.835 | -0.9782 | -0.1751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.324 | 1.284 | 0.6954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7379 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.12484</span> | 93.75 | 0.002922 | 0.2733 | 0.8394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.686 | 2.324 | 1.284 | 0.6954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7379 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.4576 | 0.2336 | 0.2904 | -0.1274 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6585 | -1.014 | 0.9040 | 1.932 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.695 | 0.2950 | 0.3980 | -0.7211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 458.12349 | 0.9975 | -1.436 | -0.8994 | -0.8704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7872 | -0.5272 | -0.7269 | -0.9542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.031 | -0.5901 | -0.6787 | -0.7180 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.12349 | 93.76 | -5.836 | -0.9783 | -0.1751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.324 | 1.284 | 0.6949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7384 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.12349</span> | 93.76 | 0.002922 | 0.2732 | 0.8394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.688 | 2.324 | 1.284 | 0.6949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7384 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.734 | 0.2328 | 0.2907 | -0.1244 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6480 | -0.5259 | 1.203 | 2.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.687 | 0.2714 | 0.3976 | -0.7167 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 458.12069 | 0.9972 | -1.436 | -0.8995 | -0.8704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7868 | -0.5270 | -0.7278 | -0.9557 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.030 | -0.5902 | -0.6785 | -0.7174 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.12069 | 93.74 | -5.836 | -0.9784 | -0.1750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.324 | 1.284 | 0.6937 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.12069</span> | 93.74 | 0.002921 | 0.2732 | 0.8394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.691 | 2.324 | 1.284 | 0.6937 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.519 | 1.302 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.995 | 0.2265 | 0.2648 | -0.1319 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6577 | -1.056 | 0.5532 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4851 | 0.2582 | 0.3806 | -0.6784 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 458.12793 | 0.9986 | -1.436 | -0.8997 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7863 | -0.5263 | -0.7282 | -0.9568 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7169 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.12793 | 93.87 | -5.836 | -0.9785 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6929 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7395 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.12793</span> | 93.87 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.695 | 2.325 | 1.283 | 0.6929 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7395 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 458.12002 | 0.9975 | -1.436 | -0.8996 | -0.8704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7866 | -0.5269 | -0.7279 | -0.9559 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.030 | -0.5903 | -0.6786 | -0.7173 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.12002 | 93.77 | -5.836 | -0.9784 | -0.1750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.162 | 2.324 | 1.284 | 0.6935 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.12002</span> | 93.77 | 0.002921 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.692 | 2.324 | 1.284 | 0.6935 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7392 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.647 | 0.2293 | 0.2815 | -0.1267 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6372 | -0.9129 | 0.8290 | 1.823 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.624 | 0.2659 | 0.4184 | -0.6478 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 458.11922 | 0.9973 | -1.436 | -0.8996 | -0.8704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7866 | -0.5268 | -0.7280 | -0.9563 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5903 | -0.6786 | -0.7171 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11922 | 93.74 | -5.836 | -0.9784 | -0.1750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.324 | 1.284 | 0.6933 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7394 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11922</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.693 | 2.324 | 1.284 | 0.6933 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7394 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.8024 | 0.2274 | 0.2665 | -0.1307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6475 | -1.019 | 0.5594 | 1.618 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.681 | 0.3232 | 0.3907 | -0.6658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 458.11869 | 0.9974 | -1.436 | -0.8996 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7864 | -0.5266 | -0.7281 | -0.9565 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5904 | -0.6787 | -0.7170 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11869 | 93.76 | -5.836 | -0.9785 | -0.1750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.324 | 1.283 | 0.6931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11869</span> | 93.76 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.694 | 2.324 | 1.283 | 0.6931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.112 | 0.2271 | 0.2694 | -0.1286 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6401 | -1.529 | 0.3516 | 1.832 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3653 | 0.2635 | 0.3774 | -0.6589 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 458.11797 | 0.9972 | -1.436 | -0.8997 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7863 | -0.5263 | -0.7282 | -0.9569 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7169 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11797 | 93.74 | -5.836 | -0.9785 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11797</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.695 | 2.325 | 1.283 | 0.6928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7397 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.528 | 0.2260 | 0.2581 | -0.1311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6478 | -1.074 | 0.7096 | 1.705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.609 | 0.2690 | 0.3809 | -0.6419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 458.11744 | 0.9975 | -1.436 | -0.8997 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7862 | -0.5262 | -0.7283 | -0.9571 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5904 | -0.6788 | -0.7168 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11744 | 93.76 | -5.836 | -0.9786 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6926 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7399 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11744</span> | 93.76 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.696 | 2.325 | 1.283 | 0.6926 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7399 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.737 | 0.2262 | 0.2659 | -0.1276 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6346 | -0.9458 | 0.5100 | 1.567 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.640 | 0.3111 | 0.3526 | -0.6225 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 458.11714 | 0.9972 | -1.436 | -0.8998 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7861 | -0.5260 | -0.7284 | -0.9574 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5905 | -0.6789 | -0.7167 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11714 | 93.74 | -5.836 | -0.9786 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6924 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7402 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11714</span> | 93.74 | 0.002920 | 0.2732 | 0.8395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.697 | 2.325 | 1.283 | 0.6924 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7402 | 1.519 | 1.302 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.976 | 0.2241 | 0.2491 | -0.1309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6467 | -0.8649 | 0.8521 | 1.757 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.585 | 0.2641 | 0.3618 | -0.6092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 458.11663 | 0.9975 | -1.436 | -0.8998 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7860 | -0.5259 | -0.7285 | -0.9576 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.5905 | -0.6789 | -0.7166 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11663 | 93.76 | -5.836 | -0.9787 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6923 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11663</span> | 93.76 | 0.002920 | 0.2732 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.698 | 2.325 | 1.283 | 0.6923 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.001 | 0.2249 | 0.2609 | -0.1271 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6310 | -0.8317 | 0.8110 | 1.745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3162 | 0.2564 | 0.3586 | -0.6097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 458.11610 | 0.9971 | -1.436 | -0.8999 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7859 | -0.5258 | -0.7286 | -0.9579 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.5906 | -0.6790 | -0.7165 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1161 | 93.73 | -5.836 | -0.9787 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.325 | 1.283 | 0.6920 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1161</span> | 93.73 | 0.002920 | 0.2732 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.699 | 2.325 | 1.283 | 0.6920 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7404 | 1.518 | 1.301 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.471 | 0.2228 | 0.2417 | -0.1310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6447 | -1.605 | 0.009434 | 1.531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.615 | 0.2909 | 0.3664 | -0.6093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 458.11531 | 0.9974 | -1.436 | -0.8999 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7859 | -0.5256 | -0.7287 | -0.9582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.5905 | -0.6791 | -0.7164 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11531 | 93.76 | -5.836 | -0.9788 | -0.1749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.326 | 1.283 | 0.6918 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7405 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11531</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.699 | 2.326 | 1.283 | 0.6918 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7405 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.540 | 0.2236 | 0.2522 | -0.1268 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6308 | -0.9638 | 0.7239 | 1.714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.540 | 0.2567 | 0.3599 | -0.5942 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 458.11496 | 0.9972 | -1.436 | -0.8999 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7858 | -0.5254 | -0.7288 | -0.9585 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.5906 | -0.6791 | -0.7163 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11496 | 93.74 | -5.836 | -0.9788 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.326 | 1.283 | 0.6916 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7408 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11496</span> | 93.74 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.700 | 2.326 | 1.283 | 0.6916 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7408 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.772 | 0.2217 | 0.2376 | -0.1305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6412 | -1.736 | 0.1210 | 1.307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.540 | 0.2780 | 0.3483 | -0.5916 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 458.11458 | 0.9975 | -1.436 | -0.9000 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7857 | -0.5252 | -0.7289 | -0.9587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.5906 | -0.6792 | -0.7163 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11458 | 93.76 | -5.836 | -0.9788 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.163 | 2.326 | 1.283 | 0.6915 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7410 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11458</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.701 | 2.326 | 1.283 | 0.6915 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7410 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.896 | 0.2223 | 0.2476 | -0.1262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6268 | -0.4531 | 0.7600 | 1.698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.483 | 0.2984 | 0.3374 | -0.6006 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 458.11430 | 0.9972 | -1.436 | -0.9000 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7856 | -0.5251 | -0.7290 | -0.9589 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6792 | -0.7162 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1143 | 93.73 | -5.836 | -0.9789 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.326 | 1.283 | 0.6913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1143</span> | 93.73 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.702 | 2.326 | 1.283 | 0.6913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.121 | 0.2201 | 0.2306 | -0.1307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6392 | -0.8820 | 0.4853 | 1.475 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.568 | 0.2856 | 0.3442 | -0.5942 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 458.11392 | 0.9975 | -1.437 | -0.9001 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7855 | -0.5250 | -0.7290 | -0.9592 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6793 | -0.7161 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11392 | 93.76 | -5.837 | -0.9789 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.326 | 1.283 | 0.6911 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11392</span> | 93.76 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.702 | 2.326 | 1.283 | 0.6911 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.218 | 0.2203 | 0.2415 | -0.1269 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6242 | -1.700 | -0.1298 | 1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.097 | -0.4639 | 0.3406 | -0.5940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 458.11292 | 0.9972 | -1.437 | -0.9001 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7854 | -0.5247 | -0.7291 | -0.9594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5906 | -0.6794 | -0.7160 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11292 | 93.74 | -5.837 | -0.9790 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.326 | 1.283 | 0.6909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11292</span> | 93.74 | 0.002919 | 0.2731 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.703 | 2.326 | 1.283 | 0.6909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7412 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.114 | 0.2202 | 0.2288 | -0.1307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6328 | -0.7727 | 0.7964 | 1.664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2569 | 0.2827 | 0.3132 | -0.5835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 458.11219 | 0.9975 | -1.437 | -0.9002 | -0.8701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7853 | -0.5246 | -0.7293 | -0.9597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6795 | -0.7158 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11219 | 93.76 | -5.837 | -0.9790 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.283 | 0.6907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7413 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11219</span> | 93.76 | 0.002919 | 0.2731 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.704 | 2.327 | 1.283 | 0.6907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7413 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.924 | 0.2207 | 0.2357 | -0.1254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6202 | -0.4451 | 0.8288 | 1.643 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.561 | 0.2786 | 0.3167 | -0.5797 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 458.11161 | 0.9972 | -1.437 | -0.9002 | -0.8701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7852 | -0.5246 | -0.7295 | -0.9601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6795 | -0.7157 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11161 | 93.74 | -5.837 | -0.9791 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.283 | 0.6904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11161</span> | 93.74 | 0.002918 | 0.2731 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.705 | 2.327 | 1.283 | 0.6904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7414 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.221 | 0.2188 | 0.2217 | -0.1291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6301 | -1.629 | 0.1332 | 1.223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.491 | 0.2969 | 0.3215 | -0.5516 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 458.11130 | 0.9974 | -1.437 | -0.9003 | -0.8701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7851 | -0.5243 | -0.7295 | -0.9603 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6796 | -0.7156 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1113 | 93.76 | -5.837 | -0.9791 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.283 | 0.6902 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7416 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1113</span> | 93.76 | 0.002918 | 0.2731 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.706 | 2.327 | 1.283 | 0.6902 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7416 | 1.518 | 1.301 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.605 | 0.2188 | 0.2279 | -0.1262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6191 | -1.596 | 0.1216 | 1.254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.158 | -0.4084 | 0.3005 | -0.5648 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 458.11059 | 0.9972 | -1.437 | -0.9003 | -0.8701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7850 | -0.5240 | -0.7295 | -0.9605 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5906 | -0.6796 | -0.7155 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11059 | 93.73 | -5.837 | -0.9791 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.283 | 0.6901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7415 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11059</span> | 93.73 | 0.002918 | 0.2731 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.707 | 2.327 | 1.283 | 0.6901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7415 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.022 | 0.2179 | 0.2140 | -0.1317 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6294 | -0.4112 | 0.8588 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.524 | 0.3410 | 0.3226 | -0.5400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 458.10995 | 0.9975 | -1.437 | -0.9003 | -0.8701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7849 | -0.5239 | -0.7297 | -0.9608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5906 | -0.6797 | -0.7154 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10995 | 93.76 | -5.837 | -0.9792 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.283 | 0.6899 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7416 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10995</span> | 93.76 | 0.002918 | 0.2731 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.708 | 2.327 | 1.283 | 0.6899 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7416 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.872 | 0.2188 | 0.2245 | -0.1278 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6141 | -1.055 | 0.5121 | 1.433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.504 | 0.3641 | 0.3235 | -0.5302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 458.10978 | 0.9972 | -1.437 | -0.9004 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7848 | -0.5238 | -0.7297 | -0.9610 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5907 | -0.6797 | -0.7153 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10978 | 93.73 | -5.837 | -0.9792 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.282 | 0.6897 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10978</span> | 93.73 | 0.002918 | 0.2730 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.709 | 2.327 | 1.282 | 0.6897 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.301 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -2.410 | 0.2142 | 0.1743 | -0.1457 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6441 | -0.7806 | 0.7426 | 1.188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06181 | -0.3659 | 0.5158 | -0.5913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 458.10914 | 0.9975 | -1.437 | -0.9004 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7847 | -0.5236 | -0.7299 | -0.9612 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5906 | -0.6798 | -0.7152 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10914 | 93.77 | -5.837 | -0.9792 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.327 | 1.282 | 0.6895 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10914</span> | 93.77 | 0.002918 | 0.2730 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.709 | 2.327 | 1.282 | 0.6895 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.690 | 0.2171 | 0.2203 | -0.1291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6099 | -0.7940 | 0.4528 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.452 | 0.2831 | 0.2911 | -0.5300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 458.10832 | 0.9972 | -1.437 | -0.9004 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7846 | -0.5235 | -0.7300 | -0.9615 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5905 | -0.6799 | -0.7151 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10832 | 93.74 | -5.837 | -0.9793 | -0.1747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.164 | 2.328 | 1.282 | 0.6893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10832</span> | 93.74 | 0.002918 | 0.2730 | 0.8397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.710 | 2.328 | 1.282 | 0.6893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.386 | 0.2164 | 0.2066 | -0.1317 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6210 | -0.6390 | 0.8493 | 1.598 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.491 | 0.2964 | 0.2278 | -0.4988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 458.10801 | 0.9974 | -1.437 | -0.9005 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7845 | -0.5234 | -0.7302 | -0.9618 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5906 | -0.6800 | -0.7150 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10801 | 93.76 | -5.837 | -0.9793 | -0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10801</span> | 93.76 | 0.002918 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.711 | 2.328 | 1.282 | 0.6891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.854 | 0.2167 | 0.2150 | -0.1282 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6083 | -0.7461 | 0.7029 | 1.539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1981 | 0.2733 | 0.2717 | -0.5257 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 458.10765 | 0.9971 | -1.437 | -0.9005 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7844 | -0.5232 | -0.7303 | -0.9621 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5906 | -0.6800 | -0.7149 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10765 | 93.73 | -5.837 | -0.9794 | -0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10765</span> | 93.73 | 0.002917 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.712 | 2.328 | 1.282 | 0.6889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.678 | 0.2148 | 0.1964 | -0.1329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6222 | -0.7140 | 0.5004 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2647 | 0.3470 | 0.3026 | -0.5041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 458.10677 | 0.9974 | -1.437 | -0.9006 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7843 | -0.5231 | -0.7305 | -0.9624 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7148 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10677 | 93.76 | -5.837 | -0.9794 | -0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6887 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10677</span> | 93.76 | 0.002917 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.713 | 2.328 | 1.282 | 0.6887 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.911 | 0.2164 | 0.2105 | -0.1281 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6034 | -0.7920 | 0.6471 | 1.488 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2445 | 0.2110 | 0.2380 | -0.4469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 458.10609 | 0.9972 | -1.437 | -0.9006 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7842 | -0.5230 | -0.7306 | -0.9627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7147 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10609 | 93.74 | -5.837 | -0.9794 | -0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10609</span> | 93.74 | 0.002917 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.714 | 2.328 | 1.282 | 0.6884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.518 | 1.300 | 1.300 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.589 | 0.2148 | 0.1951 | -0.1322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6145 | -0.8575 | 0.5942 | 1.427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.492 | 0.2699 | 0.1872 | -0.4796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 458.10567 | 0.9974 | -1.437 | -0.9006 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7841 | -0.5228 | -0.7308 | -0.9630 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7146 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10567 | 93.76 | -5.837 | -0.9795 | -0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10567</span> | 93.76 | 0.002917 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.715 | 2.328 | 1.282 | 0.6882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.760 | 0.2153 | 0.2043 | -0.1283 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6005 | -0.7529 | 0.6292 | 1.454 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2107 | 0.2534 | 0.2280 | -0.4318 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 458.10540 | 0.9971 | -1.437 | -0.9007 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7840 | -0.5227 | -0.7309 | -0.9633 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7146 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1054 | 93.73 | -5.837 | -0.9795 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.328 | 1.282 | 0.6880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1054</span> | 93.73 | 0.002917 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.716 | 2.328 | 1.282 | 0.6880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.789 | 0.2130 | 0.1850 | -0.1339 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6160 | -0.6903 | 0.7130 | 1.481 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1975 | 0.2824 | 0.2646 | -0.4868 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 458.10444 | 0.9974 | -1.437 | -0.9007 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7839 | -0.5226 | -0.7311 | -0.9636 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6801 | -0.7145 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10444 | 93.76 | -5.837 | -0.9796 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.329 | 1.282 | 0.6878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10444</span> | 93.76 | 0.002916 | 0.2730 | 0.8398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.717 | 2.329 | 1.282 | 0.6878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.285 | 0.2143 | 0.1972 | -0.1290 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5987 | -0.7355 | 0.6064 | 1.421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.460 | 0.2526 | 0.2188 | -0.4206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 458.10435 | 0.9972 | -1.437 | -0.9008 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7838 | -0.5224 | -0.7312 | -0.9638 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5908 | -0.6802 | -0.7144 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10435 | 93.73 | -5.837 | -0.9796 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.329 | 1.282 | 0.6876 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7425 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10435</span> | 93.73 | 0.002916 | 0.2730 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.718 | 2.329 | 1.282 | 0.6876 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7425 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -2.184 | 0.2097 | 0.1486 | -0.1446 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6255 | -0.7028 | 0.6444 | 1.495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.416 | 0.3010 | 0.4942 | -0.5303 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 458.10393 | 0.9975 | -1.438 | -0.9008 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7837 | -0.5223 | -0.7313 | -0.9641 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5908 | -0.6802 | -0.7143 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10393 | 93.76 | -5.838 | -0.9796 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.165 | 2.329 | 1.282 | 0.6873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7426 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10393</span> | 93.76 | 0.002916 | 0.2730 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.718 | 2.329 | 1.282 | 0.6873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7426 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.045 | 0.2119 | 0.1940 | -0.1305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5955 | -0.7252 | 0.6285 | 1.413 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2070 | 0.2194 | 0.2208 | -0.3980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 458.10364 | 0.9971 | -1.438 | -0.9008 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7836 | -0.5222 | -0.7314 | -0.9644 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5908 | -0.6803 | -0.7142 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10364 | 93.73 | -5.838 | -0.9796 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.329 | 1.281 | 0.6871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10364</span> | 93.73 | 0.002916 | 0.2730 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.719 | 2.329 | 1.281 | 0.6871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.727 | 0.2108 | 0.1771 | -0.1339 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6094 | -0.7304 | 0.6317 | 1.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.443 | 0.2644 | 0.2580 | -0.4629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 458.10286 | 0.9974 | -1.438 | -0.9008 | -0.8699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7835 | -0.5221 | -0.7316 | -0.9647 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5908 | -0.6803 | -0.7141 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10286 | 93.75 | -5.838 | -0.9796 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.329 | 1.281 | 0.6869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10286</span> | 93.75 | 0.002915 | 0.2730 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.720 | 2.329 | 1.281 | 0.6869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.225 | 0.2118 | 0.1898 | -0.1294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5932 | -0.6493 | 0.6517 | 1.411 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1402 | 0.3233 | 0.2428 | -0.3732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 458.10253 | 0.9971 | -1.438 | -0.9009 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7834 | -0.5219 | -0.7318 | -0.9650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5909 | -0.6803 | -0.7141 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10253 | 93.73 | -5.838 | -0.9797 | -0.1745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.329 | 1.281 | 0.6867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10253</span> | 93.73 | 0.002915 | 0.2730 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.721 | 2.329 | 1.281 | 0.6867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.449 | 0.2099 | 0.1736 | -0.1338 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6049 | -0.7015 | 0.6330 | 1.384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1863 | 0.2615 | 0.2563 | -0.4532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 458.10167 | 0.9974 | -1.438 | -0.9009 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7832 | -0.5218 | -0.7320 | -0.9653 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7140 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10167 | 93.76 | -5.838 | -0.9797 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.329 | 1.281 | 0.6864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10167</span> | 93.76 | 0.002915 | 0.2729 | 0.8399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.722 | 2.329 | 1.281 | 0.6864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.422 | 0.2110 | 0.1849 | -0.1293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5889 | -0.5964 | 0.6731 | 1.405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1535 | 0.3114 | 0.2496 | -0.4521 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 458.10133 | 0.9971 | -1.438 | -0.9009 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7831 | -0.5217 | -0.7321 | -0.9657 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7139 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10133 | 93.73 | -5.838 | -0.9798 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.329 | 1.281 | 0.6862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10133</span> | 93.73 | 0.002915 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.723 | 2.329 | 1.281 | 0.6862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.461 | 0.2094 | 0.1688 | -0.1332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6003 | -0.7109 | 0.5914 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.404 | 0.2951 | 0.2552 | -0.4331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 458.10059 | 0.9974 | -1.438 | -0.9009 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7830 | -0.5215 | -0.7323 | -0.9660 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5909 | -0.6804 | -0.7138 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10059 | 93.75 | -5.838 | -0.9798 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10059</span> | 93.75 | 0.002915 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.724 | 2.330 | 1.281 | 0.6860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.228 | 0.2101 | 0.1802 | -0.1294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5857 | -0.2287 | 0.9339 | 1.558 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.376 | 0.3488 | 0.2665 | -0.4324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 458.10050 | 0.9972 | -1.438 | -0.9010 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7829 | -0.5215 | -0.7325 | -0.9663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5910 | -0.6804 | -0.7137 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.1005 | 93.73 | -5.838 | -0.9798 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.1005</span> | 93.73 | 0.002915 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.725 | 2.330 | 1.281 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -2.045 | 0.2058 | 0.1327 | -0.1461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6105 | -0.6040 | 0.6130 | 0.9518 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01902 | 0.3702 | 0.4676 | -0.4886 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 458.10013 | 0.9974 | -1.438 | -0.9010 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7829 | -0.5214 | -0.7325 | -0.9664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5910 | -0.6805 | -0.7136 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10013 | 93.75 | -5.838 | -0.9798 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10013</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.725 | 2.330 | 1.281 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.8557 | 0.2088 | 0.1747 | -0.1300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5847 | -0.2393 | 0.9114 | 1.536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.367 | 0.3016 | 0.2557 | -0.4123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 458.10002 | 0.9973 | -1.438 | -0.9010 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7828 | -0.5214 | -0.7326 | -0.9665 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5911 | -0.6805 | -0.7136 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.10002 | 93.74 | -5.838 | -0.9798 | -0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7432 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.10002</span> | 93.74 | 0.002914 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.726 | 2.330 | 1.281 | 0.6856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7432 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.5131 | 0.2058 | 0.1358 | -0.1441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6029 | -0.6262 | 0.5998 | 1.158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.373 | 0.3470 | 0.4566 | -0.4872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 458.09992 | 0.9973 | -1.438 | -0.9010 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7827 | -0.5214 | -0.7327 | -0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5911 | -0.6806 | -0.7135 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.09992 | 93.75 | -5.838 | -0.9799 | -0.1743 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7433 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.09992</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.726 | 2.330 | 1.281 | 0.6855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7433 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.2584 | 0.2056 | 0.1371 | -0.1438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5991 | -0.6198 | 0.6082 | 0.9676 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.295 | 0.3221 | 0.4533 | -0.4750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 458.09944 | 0.9973 | -1.438 | -0.9010 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7827 | -0.5213 | -0.7328 | -0.9668 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5911 | -0.6806 | -0.7135 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.09944 | 93.75 | -5.838 | -0.9799 | -0.1743 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.166 | 2.330 | 1.281 | 0.6854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7431 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.09944</span> | 93.75 | 0.002914 | 0.2729 | 0.8400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.727 | 2.330 | 1.281 | 0.6854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7431 | 1.518 | 1.300 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 458.09825 | 0.9974 | -1.438 | -0.9011 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7824 | -0.5210 | -0.7332 | -0.9672 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.5911 | -0.6808 | -0.7131 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.09825 | 93.76 | -5.838 | -0.9799 | -0.1743 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.167 | 2.330 | 1.280 | 0.6851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.299 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.09825</span> | 93.76 | 0.002914 | 0.2729 | 0.8401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.729 | 2.330 | 1.280 | 0.6851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7430 | 1.518 | 1.299 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 458.09793 | 0.9981 | -1.438 | -0.9013 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7815 | -0.5202 | -0.7349 | -0.9686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5909 | -0.6812 | -0.7117 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.09793 | 93.82 | -5.838 | -0.9801 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.168 | 2.331 | 1.279 | 0.6840 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.299 | 1.304 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.09793</span> | 93.82 | 0.002913 | 0.2729 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.737 | 2.331 | 1.279 | 0.6840 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7428 | 1.518 | 1.299 | 1.304 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.76 | 0.2116 | 0.1923 | -0.1162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5255 | -0.5796 | 0.3777 | 1.210 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.409 | 0.2855 | 0.1875 | -0.3085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 458.08987 | 0.9971 | -1.438 | -0.9013 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7808 | -0.5187 | -0.7369 | -0.9692 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5907 | -0.6832 | -0.7095 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08987 | 93.72 | -5.838 | -0.9802 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.168 | 2.332 | 1.278 | 0.6836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.297 | 1.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08987</span> | 93.72 | 0.002914 | 0.2729 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.743 | 2.332 | 1.278 | 0.6836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7427 | 1.518 | 1.297 | 1.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.512 | 0.2078 | 0.1434 | -0.1372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5667 | -0.8061 | 0.1467 | 1.033 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.202 | -0.4065 | 0.09417 | -0.1935 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 75</span>| 458.08564 | 0.9973 | -1.438 | -0.9016 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7801 | -0.5170 | -0.7384 | -0.9704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5898 | -0.6859 | -0.7082 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08564 | 93.74 | -5.838 | -0.9804 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.169 | 2.334 | 1.277 | 0.6827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.519 | 1.294 | 1.308 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08564</span> | 93.74 | 0.002914 | 0.2728 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.749 | 2.334 | 1.277 | 0.6827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.519 | 1.294 | 1.308 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 76</span>| 458.08078 | 0.9972 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7788 | -0.5136 | -0.7416 | -0.9727 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5879 | -0.6916 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08078 | 93.73 | -5.838 | -0.9809 | -0.1742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.522 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08078</span> | 93.73 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.761 | 2.338 | 1.275 | 0.6809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.522 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.8456 | 0.2109 | 0.1052 | -0.1453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5381 | -0.2225 | -0.1274 | 0.8336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2653 | 0.4698 | -0.4321 | 0.07917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 77</span>| 458.08109 | 0.9983 | -1.445 | -0.9066 | -0.8702 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7727 | -0.5143 | -0.7362 | -0.9770 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.5885 | -0.6915 | -0.7058 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08109 | 93.84 | -5.845 | -0.9853 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.176 | 2.337 | 1.279 | 0.6777 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.521 | 1.288 | 1.310 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08109</span> | 93.84 | 0.002894 | 0.2718 | 0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.815 | 2.337 | 1.279 | 0.6777 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7418 | 1.521 | 1.288 | 1.310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 78</span>| 458.08775 | 0.9985 | -1.441 | -0.9040 | -0.8696 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7757 | -0.5136 | -0.7393 | -0.9753 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5887 | -0.6911 | -0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08775 | 93.86 | -5.841 | -0.9828 | -0.1743 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.173 | 2.338 | 1.277 | 0.6789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08775</span> | 93.86 | 0.002906 | 0.2723 | 0.8401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.788 | 2.338 | 1.277 | 0.6789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 79</span>| 458.08407 | 0.9980 | -1.438 | -0.9022 | -0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7783 | -0.5133 | -0.7415 | -0.9736 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5884 | -0.6912 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08407 | 93.81 | -5.838 | -0.9810 | -0.1740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08407</span> | 93.81 | 0.002915 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.766 | 2.338 | 1.275 | 0.6802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 80</span>| 458.08069 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08069 | 93.75 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08069</span> | 93.75 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.424 | 0.2112 | 0.1114 | -0.1426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5267 | -0.3290 | -0.02249 | 0.9218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.516 | 0.4273 | -0.4325 | 0.09748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 81</span>| 458.08076 | 0.9972 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7786 | -0.5134 | -0.7416 | -0.9730 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6914 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08076 | 93.74 | -5.838 | -0.9810 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08076</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.763 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 82</span>| 458.08078 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9730 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08078 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08078</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 83</span>| 458.08068 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08068 | 93.75 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08068</span> | 93.75 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.7458 | 0.2086 | 0.07146 | -0.1568 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5453 | -0.1723 | 0.1066 | 0.6006 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05957 | 0.1717 | -0.3314 | 0.06442 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 84</span>| 458.08065 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7787 | -0.5135 | -0.7416 | -0.9729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08065 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08065</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.5271 | 0.2085 | 0.07055 | -0.1570 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5454 | -0.3138 | 0.09492 | 0.7765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.192 | 0.4934 | -0.3382 | 0.1071 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 85</span>| 458.08062 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9730 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5880 | -0.6915 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08062 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08062</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.762 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7420 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.1077 | 0.2083 | 0.06880 | -0.1572 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5469 | -0.1727 | 0.1219 | 0.9565 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.457 | 0.5128 | -0.3399 | 0.1022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 86</span>| 458.08061 | 0.9972 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9730 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08061 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.170 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08061</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.763 | 2.338 | 1.275 | 0.6807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.6930 | 0.2078 | 0.06712 | -0.1577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5484 | -0.1767 | 0.1148 | 0.9863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2038 | 0.5855 | -0.3296 | 0.1002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 87</span>| 458.08058 | 0.9972 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7786 | -0.5135 | -0.7416 | -0.9731 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08058 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08058</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.763 | 2.338 | 1.275 | 0.6806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.3701 | 0.2079 | 0.06808 | -0.1573 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5470 | -0.1729 | 0.005725 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.465 | 0.5101 | -0.1466 | -0.02770 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 88</span>| 458.08052 | 0.9973 | -1.438 | -0.9021 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7785 | -0.5135 | -0.7416 | -0.9731 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5881 | -0.6914 | -0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08052 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08052</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.763 | 2.338 | 1.275 | 0.6806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.2062 | 0.2080 | 0.06837 | -0.1566 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5439 | -0.1704 | 0.09858 | 0.5928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05984 | 0.5131 | -0.3447 | 0.06046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 89</span>| 458.08047 | 0.9972 | -1.438 | -0.9021 | -0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7785 | -0.5134 | -0.7416 | -0.9732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5882 | -0.6914 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08047 | 93.74 | -5.838 | -0.9809 | -0.1741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08047</span> | 93.74 | 0.002915 | 0.2727 | 0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.764 | 2.338 | 1.275 | 0.6805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.06148 | 0.2077 | 0.06828 | -0.1566 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5434 | -0.1748 | 0.1045 | 0.7316 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7607 | 0.4924 | -0.3350 | 0.1046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 90</span>| 458.08041 | 0.9972 | -1.438 | -0.9021 | -0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7784 | -0.5134 | -0.7417 | -0.9733 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5883 | -0.6913 | -0.7054 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08041 | 93.74 | -5.838 | -0.9810 | -0.1740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6804 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08041</span> | 93.74 | 0.002915 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.765 | 2.338 | 1.275 | 0.6804 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7421 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.5076 | 0.2073 | 0.06528 | -0.1564 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5454 | -0.1802 | 0.1061 | 0.9740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1992 | 0.5430 | -0.2714 | 0.1031 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 91</span>| 458.08026 | 0.9972 | -1.438 | -0.9022 | -0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7782 | -0.5133 | -0.7417 | -0.9736 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5884 | -0.6912 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08026 | 93.74 | -5.838 | -0.9810 | -0.1740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08026</span> | 93.74 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.766 | 2.338 | 1.275 | 0.6802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7422 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.3779 | 0.2092 | 0.07455 | -0.1547 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5349 | 0.4172 | -0.5362 | 0.7903 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.451 | 0.5182 | -0.2163 | -0.4361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 92</span>| 458.08039 | 0.9975 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7778 | -0.5133 | -0.7416 | -0.9742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5887 | -0.6910 | -0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08039 | 93.76 | -5.838 | -0.9811 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08039</span> | 93.76 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.769 | 2.338 | 1.275 | 0.6798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 93</span>| 458.08025 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08025 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08025</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 1.019 | 0.2066 | 0.06601 | -0.1530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5270 | -0.1637 | 0.1163 | 0.9184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.439 | 0.4715 | -0.2217 | 0.03756 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 94</span>| 458.08029 | 0.9972 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08029 | 93.74 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08029</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 95</span>| 458.08025 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08025 | 93.74 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08025</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7424 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 96</span>| 458.08029 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08029 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08029</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 97</span>| 458.08024 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08024 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08024</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.9275 | 0.2065 | 0.06562 | -0.1530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5278 | -0.1682 | 0.1168 | 0.9523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1838 | 0.4888 | -0.3154 | 0.09539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 98</span>| 458.08024 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08024 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08024</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.8715 | 0.2065 | 0.06540 | -0.1531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5308 | -0.07756 | 0.1164 | 0.5595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04465 | -0.2577 | -0.3240 | 0.1066 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 99</span>| 458.08023 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08023 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08023</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 100</span>| 458.08013 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08013 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08013</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.7255 | 0.2064 | 0.06482 | -0.1531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5283 | -0.1617 | 0.1081 | 0.9192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.441 | 0.4906 | -0.2900 | 0.1161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 101</span>| 458.08017 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5885 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08017 | 93.74 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08017</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 102</span>| 458.08021 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08021 | 93.74 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08021</span> | 93.74 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 103</span>| 458.08029 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08029 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08029</span> | 93.75 | 0.002914 | 0.2727 | 0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 104</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 105</span>| 458.08033 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08033 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08033</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 106</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 107</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 108</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 109</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 110</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 111</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 112</span>| 458.08032 | 0.9973 | -1.438 | -0.9022 | -0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7780 | -0.5133 | -0.7416 | -0.9739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.5886 | -0.6911 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.08032 | 93.75 | -5.838 | -0.9810 | -0.1739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.171 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.08032</span> | 93.75 | 0.002914 | 0.2727 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.768 | 2.338 | 1.275 | 0.6800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7423 | 1.521 | 1.288 | 1.311 |</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_saem_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_obs</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> 1: 93.0952 -5.6337 -1.8988 -4.1294 -1.2035 0.1038 5.2152 1.6150 1.0450 2.6377 0.5035 0.5225 20.0768 11.4566</span> +<span class="r-out co"><span class="r-pr">#></span> 2: 93.1464 -5.6948 -1.8729 -4.2029 -1.1302 0.1295 5.5478 1.5342 0.9927 2.5059 0.4783 0.5147 11.2089 8.1577</span> +<span class="r-out co"><span class="r-pr">#></span> 3: 93.1719 -5.7029 -1.8810 -4.2024 -1.0686 0.1063 5.2764 1.5217 0.9431 2.3806 0.4544 0.5587 9.3753 5.7166</span> +<span class="r-out co"><span class="r-pr">#></span> 4: 92.8647 -5.8139 -1.8979 -4.1992 -1.0168 0.1122 5.4892 1.7893 0.8960 2.2615 0.4317 0.5307 9.4134 4.7166</span> +<span class="r-out co"><span class="r-pr">#></span> 5: 92.7759 -5.8627 -1.8873 -4.1402 -1.0347 0.1243 6.2028 2.1819 0.8795 2.1485 0.4101 0.5042 9.5964 4.7340</span> +<span class="r-out co"><span class="r-pr">#></span> 6: 92.8080 -5.8954 -1.9186 -4.1772 -0.9727 0.1311 5.8926 2.0728 0.8633 2.0410 0.3896 0.4790 8.7334 4.1957</span> +<span class="r-out co"><span class="r-pr">#></span> 7: 92.9042 -5.9034 -1.9603 -4.1854 -0.9717 0.1630 5.5980 2.2068 0.8672 1.9390 0.3701 0.4550 8.7213 3.3409</span> +<span class="r-out co"><span class="r-pr">#></span> 8: 92.9302 -5.8545 -1.9240 -4.2343 -0.9748 0.1686 5.3181 2.3934 0.8239 1.9533 0.3516 0.4323 7.6950 2.9174</span> +<span class="r-out co"><span class="r-pr">#></span> 9: 92.9518 -5.5561 -1.9734 -4.1856 -0.9322 0.2129 5.0522 2.2738 0.7830 2.0138 0.3340 0.4689 7.9230 2.1930</span> +<span class="r-out co"><span class="r-pr">#></span> 10: 93.0672 -5.5564 -1.9633 -4.1456 -0.9343 0.2049 4.7996 2.1601 0.7438 2.0517 0.3173 0.4771 8.0644 2.0682</span> +<span class="r-out co"><span class="r-pr">#></span> 11: 92.6849 -5.6187 -1.9773 -4.1793 -0.9342 0.2290 4.5596 2.0521 0.7123 2.0774 0.3015 0.5052 8.2355 1.9349</span> +<span class="r-out co"><span class="r-pr">#></span> 12: 92.6425 -5.6989 -2.0144 -4.1395 -0.9342 0.2669 4.3316 2.2634 0.7142 2.3008 0.2864 0.5728 7.5188 1.8028</span> +<span class="r-out co"><span class="r-pr">#></span> 13: 92.2996 -5.6700 -1.9885 -4.0443 -0.9202 0.2750 4.5787 2.1608 0.7019 2.7515 0.2721 0.6641 7.0744 1.8958</span> +<span class="r-out co"><span class="r-pr">#></span> 14: 92.2457 -5.5825 -2.0314 -3.9788 -0.9142 0.2908 6.3744 2.0527 0.7018 3.2703 0.2585 0.6387 6.9499 1.8421</span> +<span class="r-out co"><span class="r-pr">#></span> 15: 92.1741 -5.5333 -2.0318 -3.9664 -0.9059 0.2894 6.0557 1.9501 0.7179 3.2869 0.2455 0.6068 7.0951 1.6824</span> +<span class="r-out co"><span class="r-pr">#></span> 16: 92.5772 -5.4982 -2.0352 -3.9471 -0.9063 0.2930 5.7529 1.8526 0.7244 3.6994 0.2333 0.5764 7.2138 1.7042</span> +<span class="r-out co"><span class="r-pr">#></span> 17: 92.7024 -5.4902 -2.0438 -4.0347 -0.9079 0.2959 5.4652 1.7600 0.7393 3.5144 0.2216 0.5765 7.0258 1.6793</span> +<span class="r-out co"><span class="r-pr">#></span> 18: 92.0240 -5.5539 -2.0520 -3.9601 -0.9079 0.2884 6.5142 1.9232 0.7320 3.9052 0.2157 0.5521 7.2568 1.6151</span> +<span class="r-out co"><span class="r-pr">#></span> 19: 92.6532 -5.6325 -2.0456 -3.9091 -0.9179 0.3047 6.5743 2.3363 0.7405 4.5825 0.2049 0.5425 7.6201 1.6565</span> +<span class="r-out co"><span class="r-pr">#></span> 20: 92.3488 -5.6617 -2.0554 -3.9501 -0.9216 0.3056 6.7080 2.7562 0.7218 4.7569 0.2083 0.5432 7.3481 1.8059</span> +<span class="r-out co"><span class="r-pr">#></span> 21: 92.5679 -5.7469 -2.0614 -4.0829 -0.8890 0.3158 6.6510 3.1993 0.7136 4.5191 0.1978 0.5281 7.3723 1.7461</span> +<span class="r-out co"><span class="r-pr">#></span> 22: 92.4785 -5.9527 -2.0657 -4.0580 -0.8971 0.3084 6.3184 4.1791 0.7144 4.2931 0.1929 0.5157 7.1922 1.6984</span> +<span class="r-out co"><span class="r-pr">#></span> 23: 92.5594 -5.8590 -2.0723 -4.0580 -0.9020 0.2952 6.0025 3.9702 0.7335 4.0784 0.1833 0.5129 7.7560 1.6302</span> +<span class="r-out co"><span class="r-pr">#></span> 24: 92.6152 -5.9488 -2.0658 -4.1187 -0.9050 0.2997 5.7024 4.5381 0.7215 3.8745 0.1875 0.5129 7.6182 1.6362</span> +<span class="r-out co"><span class="r-pr">#></span> 25: 92.4658 -5.8715 -2.0791 -4.0949 -0.8922 0.3074 6.1428 4.3112 0.7353 3.6808 0.1896 0.5157 7.2703 1.5633</span> +<span class="r-out co"><span class="r-pr">#></span> 26: 92.2507 -5.9797 -2.0707 -4.0834 -0.8868 0.3266 6.4124 4.7125 0.7334 3.5368 0.1851 0.5217 7.3085 1.5828</span> +<span class="r-out co"><span class="r-pr">#></span> 27: 92.7055 -5.9792 -2.0779 -4.2066 -0.8887 0.2993 6.0918 4.8624 0.7659 3.7456 0.1841 0.4956 7.3534 1.5240</span> +<span class="r-out co"><span class="r-pr">#></span> 28: 92.3971 -6.0253 -2.0648 -4.1406 -0.9042 0.2897 5.7872 4.7690 0.7449 3.5583 0.1823 0.4709 7.2479 1.5008</span> +<span class="r-out co"><span class="r-pr">#></span> 29: 92.4045 -5.9045 -2.0730 -4.1407 -0.8969 0.3103 5.6683 4.5306 0.7349 3.3816 0.1849 0.5054 7.1719 1.6004</span> +<span class="r-out co"><span class="r-pr">#></span> 30: 92.1714 -5.8598 -2.0645 -4.0913 -0.8964 0.2743 5.3849 4.3040 0.7538 3.3509 0.1757 0.4801 7.3739 1.5736</span> +<span class="r-out co"><span class="r-pr">#></span> 31: 91.9134 -5.7867 -2.0367 -4.0563 -0.8957 0.2280 5.1156 4.0888 0.7299 3.3452 0.1749 0.4673 6.5991 1.5909</span> +<span class="r-out co"><span class="r-pr">#></span> 32: 92.3743 -5.9967 -2.0255 -4.0668 -0.9025 0.2247 4.8599 4.6666 0.7256 3.3271 0.1714 0.5008 6.4693 1.5458</span> +<span class="r-out co"><span class="r-pr">#></span> 33: 92.5239 -5.9301 -2.0387 -4.0365 -0.9033 0.2558 4.6169 4.4333 0.7492 3.6109 0.1688 0.5424 6.7730 1.5771</span> +<span class="r-out co"><span class="r-pr">#></span> 34: 92.6892 -6.1135 -2.0587 -4.0280 -0.8993 0.2430 4.3860 6.0227 0.7798 3.5725 0.1672 0.5153 6.8110 1.5417</span> +<span class="r-out co"><span class="r-pr">#></span> 35: 92.7276 -6.0815 -2.0629 -4.0833 -0.8943 0.2375 4.6811 5.7216 0.8010 3.3939 0.1715 0.4895 6.6812 1.5478</span> +<span class="r-out co"><span class="r-pr">#></span> 36: 92.7316 -6.0691 -2.0882 -4.0626 -0.9030 0.2405 4.4614 5.4355 0.8355 3.2242 0.1789 0.4650 6.8443 1.4806</span> +<span class="r-out co"><span class="r-pr">#></span> 37: 92.6685 -5.7905 -2.0666 -4.0663 -0.8998 0.2784 5.1916 5.1637 0.7937 3.0641 0.1823 0.4418 6.5421 1.6284</span> +<span class="r-out co"><span class="r-pr">#></span> 38: 93.0325 -5.6829 -2.0674 -4.0772 -0.9167 0.2499 4.9320 4.9055 0.7768 3.1213 0.1887 0.4290 6.8220 1.5224</span> +<span class="r-out co"><span class="r-pr">#></span> 39: 93.0378 -5.5554 -2.0743 -4.0772 -0.9189 0.2361 4.6854 4.6603 0.7822 3.1213 0.1813 0.4242 7.1137 1.5021</span> +<span class="r-out co"><span class="r-pr">#></span> 40: 93.3297 -5.6270 -2.0591 -4.1200 -0.9167 0.2035 4.4511 4.4272 0.8128 2.9653 0.1829 0.4030 7.3894 1.5064</span> +<span class="r-out co"><span class="r-pr">#></span> 41: 93.3408 -5.5437 -2.0344 -4.1042 -0.9078 0.1744 4.2286 4.2059 0.8228 2.8170 0.1881 0.3829 7.2734 1.5519</span> +<span class="r-out co"><span class="r-pr">#></span> 42: 93.1691 -5.4436 -2.0551 -4.1048 -0.8984 0.1732 4.0172 3.9956 0.7816 2.6762 0.1853 0.3637 6.9712 1.5332</span> +<span class="r-out co"><span class="r-pr">#></span> 43: 93.2443 -5.5247 -2.0722 -4.0980 -0.8992 0.1756 3.8163 3.7958 0.7781 2.7200 0.1956 0.3455 6.7012 1.5344</span> +<span class="r-out co"><span class="r-pr">#></span> 44: 92.9509 -5.5020 -2.0495 -4.0961 -0.8964 0.1777 3.6255 3.6060 0.7555 2.8172 0.1994 0.3283 6.2180 1.6137</span> +<span class="r-out co"><span class="r-pr">#></span> 45: 92.8898 -5.4913 -2.0462 -4.1079 -0.9003 0.1701 4.1177 3.4257 0.7491 2.8491 0.1989 0.3372 6.2876 1.6205</span> +<span class="r-out co"><span class="r-pr">#></span> 46: 92.6044 -5.6429 -2.0499 -4.1079 -0.9069 0.1999 4.2103 3.2544 0.7657 2.8491 0.1921 0.3532 6.2261 1.6435</span> +<span class="r-out co"><span class="r-pr">#></span> 47: 92.7740 -5.6128 -2.0804 -4.1186 -0.8976 0.1864 5.2188 3.0917 0.7381 2.9036 0.2030 0.3391 6.6803 1.6177</span> +<span class="r-out co"><span class="r-pr">#></span> 48: 92.4691 -5.6645 -2.0600 -4.1288 -0.8796 0.1913 6.2045 2.9371 0.7774 2.9223 0.1966 0.3396 6.7169 1.6215</span> +<span class="r-out co"><span class="r-pr">#></span> 49: 92.4128 -5.7079 -2.0802 -4.1166 -0.8798 0.1741 5.8943 3.1446 0.7854 2.8715 0.1935 0.3369 6.9151 1.4834</span> +<span class="r-out co"><span class="r-pr">#></span> 50: 91.8883 -5.7713 -2.0932 -4.0899 -0.8886 0.1758 5.5996 3.5478 0.8033 2.8192 0.2014 0.3201 7.0775 1.4635</span> +<span class="r-out co"><span class="r-pr">#></span> 51: 92.1187 -5.7306 -2.0903 -4.0878 -0.8923 0.2024 5.3196 3.6534 0.7823 2.7891 0.1969 0.3140 6.9879 1.5430</span> +<span class="r-out co"><span class="r-pr">#></span> 52: 92.3209 -5.7897 -2.0903 -4.1622 -0.9072 0.2261 5.3781 3.4707 0.8001 3.0801 0.2063 0.3088 6.7047 1.4499</span> +<span class="r-out co"><span class="r-pr">#></span> 53: 92.4318 -5.6954 -2.0950 -4.1866 -0.9082 0.2131 7.1200 3.2972 0.7711 3.3398 0.2034 0.3186 6.6152 1.5123</span> +<span class="r-out co"><span class="r-pr">#></span> 54: 92.5380 -5.6975 -2.0782 -4.2394 -0.8976 0.2118 6.7640 3.1323 0.7744 3.5385 0.2175 0.3296 6.4402 1.5403</span> +<span class="r-out co"><span class="r-pr">#></span> 55: 92.7213 -5.6663 -2.0427 -4.3288 -0.9028 0.2032 8.1796 2.9757 0.7748 4.4495 0.2142 0.3316 6.4111 1.5369</span> +<span class="r-out co"><span class="r-pr">#></span> 56: 92.7219 -5.6865 -2.0557 -4.3434 -0.9084 0.2021 7.7706 2.8269 0.7989 4.6691 0.2174 0.3433 6.4256 1.4639</span> +<span class="r-out co"><span class="r-pr">#></span> 57: 92.8932 -5.5736 -2.0497 -4.3955 -0.9216 0.1694 7.3821 2.6856 0.8205 4.9791 0.2142 0.3500 6.5378 1.5406</span> +<span class="r-out co"><span class="r-pr">#></span> 58: 92.9219 -5.5789 -2.0547 -4.3094 -0.9183 0.1838 7.0130 2.5513 0.7958 4.7302 0.2193 0.3495 6.2662 1.4940</span> +<span class="r-out co"><span class="r-pr">#></span> 59: 93.0432 -5.6201 -2.0395 -4.2527 -0.9199 0.2302 6.6623 2.4237 0.8241 4.4937 0.2241 0.3321 5.8693 1.6176</span> +<span class="r-out co"><span class="r-pr">#></span> 60: 92.9724 -5.5971 -2.0537 -4.3509 -0.9219 0.2118 7.5905 2.3026 0.8418 4.4546 0.2177 0.3155 5.5960 1.5040</span> +<span class="r-out co"><span class="r-pr">#></span> 61: 93.1235 -5.6332 -2.0671 -4.3572 -0.9219 0.1917 7.2521 2.3037 0.8527 4.5707 0.2230 0.2997 5.8136 1.4516</span> +<span class="r-out co"><span class="r-pr">#></span> 62: 93.5431 -5.6373 -2.0371 -4.3384 -0.9276 0.1997 8.5187 2.3895 0.8575 4.4378 0.2258 0.3041 5.5746 1.4572</span> +<span class="r-out co"><span class="r-pr">#></span> 63: 93.5009 -5.5634 -2.0224 -4.3560 -0.9339 0.2167 8.0927 2.2700 0.8462 4.4449 0.2266 0.3162 5.4922 1.5233</span> +<span class="r-out co"><span class="r-pr">#></span> 64: 93.7369 -5.6032 -2.0362 -4.2323 -0.9355 0.2159 9.6684 2.1949 0.8514 4.2227 0.2300 0.3318 5.7597 1.4866</span> +<span class="r-out co"><span class="r-pr">#></span> 65: 93.5021 -5.5769 -2.0311 -4.3204 -0.9375 0.1927 9.5537 2.0852 0.8559 4.6151 0.2208 0.3550 5.6975 1.5031</span> +<span class="r-out co"><span class="r-pr">#></span> 66: 93.4211 -5.7184 -2.0384 -4.3041 -0.9228 0.2121 9.0760 2.6390 0.8430 4.3843 0.2098 0.3755 5.8990 1.5133</span> +<span class="r-out co"><span class="r-pr">#></span> 67: 93.3435 -5.6579 -2.0456 -4.2222 -0.9183 0.1825 8.6222 2.5071 0.8719 4.1651 0.2152 0.3567 5.9004 1.4874</span> +<span class="r-out co"><span class="r-pr">#></span> 68: 93.3914 -5.6554 -2.0420 -4.1618 -0.9303 0.1714 8.1911 2.3817 0.8856 3.9569 0.2272 0.3388 6.1793 1.4917</span> +<span class="r-out co"><span class="r-pr">#></span> 69: 93.5112 -5.6834 -2.0349 -4.1591 -0.9331 0.1759 8.9900 2.5191 0.9184 3.7590 0.2236 0.3219 6.1618 1.4697</span> +<span class="r-out co"><span class="r-pr">#></span> 70: 93.4289 -5.6576 -2.0273 -4.1763 -0.9399 0.1738 8.5405 2.4302 0.8725 3.5711 0.2149 0.3288 6.5324 1.5410</span> +<span class="r-out co"><span class="r-pr">#></span> 71: 93.2936 -5.6699 -2.0256 -4.1405 -0.9370 0.1922 8.1134 2.3831 0.8289 3.3925 0.2080 0.3548 5.9794 1.5904</span> +<span class="r-out co"><span class="r-pr">#></span> 72: 92.9152 -5.6742 -2.0382 -4.1523 -0.9411 0.1991 7.7078 2.4322 0.7875 3.2916 0.2007 0.3456 6.0999 1.6022</span> +<span class="r-out co"><span class="r-pr">#></span> 73: 92.8129 -5.8099 -2.0372 -4.1735 -0.9377 0.1605 8.2752 2.8931 0.7737 3.4015 0.2057 0.3283 6.0140 1.5472</span> +<span class="r-out co"><span class="r-pr">#></span> 74: 92.7806 -5.7269 -2.0315 -4.1877 -0.9399 0.1675 8.4688 2.7484 0.7773 3.4620 0.2174 0.3249 5.8495 1.5779</span> +<span class="r-out co"><span class="r-pr">#></span> 75: 92.9128 -5.8680 -2.0304 -4.1459 -0.9387 0.1567 8.0454 3.2365 0.7681 3.2935 0.2198 0.3187 5.8539 1.5815</span> +<span class="r-out co"><span class="r-pr">#></span> 76: 92.8931 -5.8483 -2.0253 -4.1815 -0.9387 0.1540 9.6800 3.0747 0.8007 3.5838 0.2198 0.3291 5.9005 1.5053</span> +<span class="r-out co"><span class="r-pr">#></span> 77: 92.7474 -5.7995 -2.0202 -4.1904 -0.9333 0.1724 10.0488 2.9210 0.7841 3.7255 0.2148 0.3465 5.9418 1.5569</span> +<span class="r-out co"><span class="r-pr">#></span> 78: 92.8150 -5.9608 -2.0025 -4.1583 -0.9511 0.1566 9.5464 3.5249 0.7858 3.6988 0.2246 0.3292 5.7737 1.5904</span> +<span class="r-out co"><span class="r-pr">#></span> 79: 92.6663 -6.0485 -2.0245 -4.1437 -0.9446 0.1786 9.0690 4.1252 0.7803 3.6526 0.2155 0.3335 5.9109 1.5521</span> +<span class="r-out co"><span class="r-pr">#></span> 80: 92.5932 -6.1001 -2.0304 -4.1969 -0.9409 0.1424 8.6156 4.6478 0.8007 4.0379 0.2114 0.3168 6.1732 1.5544</span> +<span class="r-out co"><span class="r-pr">#></span> 81: 92.6789 -6.3510 -2.0062 -4.2272 -0.9541 0.1360 8.3363 5.9861 0.7719 3.8800 0.2202 0.3010 5.6841 1.6317</span> +<span class="r-out co"><span class="r-pr">#></span> 82: 92.9996 -6.5680 -2.0048 -4.1609 -0.9578 0.1367 10.6901 7.4391 0.7962 3.6860 0.2092 0.2859 5.7335 1.6391</span> +<span class="r-out co"><span class="r-pr">#></span> 83: 93.1087 -6.5298 -1.9757 -4.1694 -0.9596 0.1323 10.5524 7.4660 0.8237 3.8009 0.2134 0.2716 5.9664 1.6316</span> +<span class="r-out co"><span class="r-pr">#></span> 84: 93.1929 -6.5844 -2.0191 -4.2021 -0.9616 0.1384 10.0248 7.7313 0.8230 3.6109 0.2110 0.2580 5.7854 1.5609</span> +<span class="r-out co"><span class="r-pr">#></span> 85: 92.9161 -6.4934 -2.0281 -4.2008 -0.9600 0.1107 9.5236 7.4269 0.8448 3.5630 0.2110 0.2451 5.6111 1.5333</span> +<span class="r-out co"><span class="r-pr">#></span> 86: 92.9816 -6.5397 -2.0234 -4.1830 -0.9694 0.1111 9.1945 7.4382 0.8481 3.3849 0.2166 0.2329 5.8375 1.5263</span> +<span class="r-out co"><span class="r-pr">#></span> 87: 93.0930 -6.5749 -2.0168 -4.1986 -0.9816 0.0926 8.7348 8.4431 0.8646 3.3032 0.2155 0.2212 5.7542 1.5736</span> +<span class="r-out co"><span class="r-pr">#></span> 88: 93.0765 -6.4914 -2.0274 -4.2274 -0.9870 0.1148 8.4666 8.0209 0.8666 3.5292 0.2048 0.2102 5.8988 1.5329</span> +<span class="r-out co"><span class="r-pr">#></span> 89: 92.8699 -6.6431 -2.0199 -4.2175 -0.9463 0.1011 8.4648 7.7973 0.8908 3.3980 0.1945 0.2102 5.6876 1.5177</span> +<span class="r-out co"><span class="r-pr">#></span> 90: 92.8225 -6.6932 -2.0211 -4.2175 -0.9505 0.0887 10.1862 8.7787 0.8730 3.3980 0.1877 0.1997 5.9135 1.4821</span> +<span class="r-out co"><span class="r-pr">#></span> 91: 92.7874 -6.7007 -2.0420 -4.2936 -0.9468 0.0927 11.2275 8.3397 0.8600 3.9490 0.1885 0.2147 6.1108 1.4315</span> +<span class="r-out co"><span class="r-pr">#></span> 92: 93.2320 -6.8088 -2.0341 -4.2817 -0.9582 0.1270 12.4029 9.6204 0.8503 3.7516 0.1950 0.2070 5.9434 1.5251</span> +<span class="r-out co"><span class="r-pr">#></span> 93: 93.8996 -6.5471 -2.0440 -4.2123 -0.9543 0.1140 11.7828 9.1394 0.8493 3.5640 0.1988 0.2017 6.1302 1.5568</span> +<span class="r-out co"><span class="r-pr">#></span> 94: 93.4416 -6.4623 -2.0448 -4.2188 -0.9595 0.1174 12.1277 8.6824 0.8568 3.3858 0.1975 0.1938 5.9173 1.5204</span> +<span class="r-out co"><span class="r-pr">#></span> 95: 93.2953 -6.1521 -2.0477 -4.2216 -0.9551 0.1152 11.5213 8.2483 0.8356 3.2165 0.1979 0.1855 5.8298 1.5357</span> +<span class="r-out co"><span class="r-pr">#></span> 96: 92.9577 -6.0477 -2.0579 -4.2534 -0.9465 0.1284 10.9452 7.8359 0.8202 3.3357 0.1937 0.1917 5.8590 1.5738</span> +<span class="r-out co"><span class="r-pr">#></span> 97: 92.8703 -6.1037 -2.0745 -4.1960 -0.9405 0.1417 10.4858 7.4441 0.8488 3.1690 0.1969 0.2016 5.7948 1.4759</span> +<span class="r-out co"><span class="r-pr">#></span> 98: 92.9728 -6.3534 -2.0868 -4.2155 -0.9444 0.1069 9.9615 7.1788 0.8736 3.1913 0.1998 0.2114 5.6533 1.4322</span> +<span class="r-out co"><span class="r-pr">#></span> 99: 93.4116 -6.1712 -2.0837 -4.2280 -0.9473 0.1197 9.4634 6.8198 0.8959 3.1806 0.1899 0.2167 5.9149 1.3768</span> +<span class="r-out co"><span class="r-pr">#></span> 100: 93.2598 -6.1345 -2.0645 -4.2237 -0.9575 0.1099 8.9903 6.4788 0.9204 3.2429 0.1903 0.2058 5.7085 1.4133</span> +<span class="r-out co"><span class="r-pr">#></span> 101: 93.3082 -6.1574 -2.0474 -4.2315 -0.9619 0.1161 9.0819 6.1549 0.8744 3.2049 0.1891 0.2278 5.6493 1.4894</span> +<span class="r-out co"><span class="r-pr">#></span> 102: 93.5741 -6.2923 -2.0484 -4.2853 -0.9665 0.1325 10.4108 5.8522 0.8804 3.5370 0.2024 0.2324 5.6995 1.4594</span> +<span class="r-out co"><span class="r-pr">#></span> 103: 92.9199 -6.1797 -2.0522 -4.2940 -0.9568 0.1289 9.8903 5.5596 0.8722 3.6682 0.1975 0.2398 5.5536 1.4510</span> +<span class="r-out co"><span class="r-pr">#></span> 104: 93.1139 -6.1630 -2.0546 -4.2912 -0.9613 0.1115 9.3958 5.2816 0.8648 3.6673 0.2010 0.2278 5.5768 1.4812</span> +<span class="r-out co"><span class="r-pr">#></span> 105: 93.4085 -6.0359 -2.0450 -4.2889 -0.9591 0.1258 8.9260 5.0175 0.8412 3.7286 0.1917 0.2171 5.6780 1.5203</span> +<span class="r-out co"><span class="r-pr">#></span> 106: 93.3103 -6.1029 -2.0425 -4.2948 -0.9579 0.0934 8.4797 4.7667 0.8539 3.6947 0.1947 0.2234 5.7210 1.4760</span> +<span class="r-out co"><span class="r-pr">#></span> 107: 93.6389 -5.9750 -2.0309 -4.2630 -0.9660 0.1110 8.0557 4.5283 0.8470 3.5100 0.2044 0.2299 5.6280 1.5525</span> +<span class="r-out co"><span class="r-pr">#></span> 108: 93.8641 -5.8551 -2.0360 -4.2311 -0.9629 0.0900 7.6529 4.3019 0.8567 3.3345 0.2014 0.2302 5.7841 1.5978</span> +<span class="r-out co"><span class="r-pr">#></span> 109: 93.6274 -6.0268 -2.0445 -4.3047 -0.9488 0.0979 7.2703 4.7807 0.8565 3.7665 0.1929 0.2271 5.7941 1.5580</span> +<span class="r-out co"><span class="r-pr">#></span> 110: 93.6320 -5.8321 -2.0413 -4.2855 -0.9477 0.1143 6.9068 4.5417 0.8412 3.6165 0.1901 0.2199 5.8169 1.5477</span> +<span class="r-out co"><span class="r-pr">#></span> 111: 93.6245 -5.8256 -2.0157 -4.2797 -0.9612 0.0940 6.5774 4.3146 0.8460 3.5782 0.1837 0.2182 5.6157 1.6424</span> +<span class="r-out co"><span class="r-pr">#></span> 112: 93.8512 -5.9045 -2.0116 -4.2409 -0.9708 0.0883 6.2486 4.0989 0.8658 3.5059 0.1761 0.2073 5.8852 1.6073</span> +<span class="r-out co"><span class="r-pr">#></span> 113: 93.7080 -5.9935 -2.0306 -4.1884 -0.9690 0.0740 5.9361 4.0088 0.9072 3.3400 0.1957 0.2169 6.3792 1.4770</span> +<span class="r-out co"><span class="r-pr">#></span> 114: 93.8574 -5.9185 -2.0233 -4.2030 -0.9588 0.1137 5.6393 3.8084 0.9322 3.2878 0.1939 0.2098 5.8891 1.5325</span> +<span class="r-out co"><span class="r-pr">#></span> 115: 93.7414 -5.8789 -2.0183 -4.2256 -0.9701 0.1105 5.6148 3.6180 0.9222 3.5507 0.1921 0.1993 5.6441 1.5458</span> +<span class="r-out co"><span class="r-pr">#></span> 116: 93.4104 -5.9704 -2.0428 -4.2091 -0.9807 0.1099 5.3341 4.1157 0.9363 3.4004 0.1968 0.2134 5.7764 1.4617</span> +<span class="r-out co"><span class="r-pr">#></span> 117: 93.5239 -5.9057 -2.0518 -4.2494 -0.9812 0.1127 6.8839 3.9099 0.9151 3.6604 0.1921 0.2095 5.4753 1.4249</span> +<span class="r-out co"><span class="r-pr">#></span> 118: 93.7599 -5.9418 -2.0482 -4.2272 -0.9822 0.1094 6.8133 3.7144 0.9198 3.5160 0.1971 0.2039 5.6467 1.4116</span> +<span class="r-out co"><span class="r-pr">#></span> 119: 93.6617 -6.0020 -2.0483 -4.2146 -0.9816 0.1003 6.4727 3.8251 0.9103 3.4716 0.1950 0.2109 5.8513 1.4268</span> +<span class="r-out co"><span class="r-pr">#></span> 120: 93.5436 -5.9804 -2.0458 -4.1906 -0.9819 0.1065 6.1490 3.6756 0.9088 3.2980 0.1989 0.2123 5.8268 1.4689</span> +<span class="r-out co"><span class="r-pr">#></span> 121: 93.4880 -5.9047 -2.0452 -4.1957 -0.9640 0.1349 5.8416 3.4918 0.8824 3.2437 0.1889 0.2017 5.7152 1.4382</span> +<span class="r-out co"><span class="r-pr">#></span> 122: 93.7406 -5.9844 -2.0596 -4.2328 -0.9558 0.1563 5.5495 3.7606 0.8489 3.3043 0.1795 0.2015 5.5095 1.5112</span> +<span class="r-out co"><span class="r-pr">#></span> 123: 93.6728 -6.0394 -2.0372 -4.2812 -0.9592 0.1507 5.2720 4.2004 0.8341 3.5274 0.1817 0.2008 5.6936 1.6011</span> +<span class="r-out co"><span class="r-pr">#></span> 124: 93.9591 -6.0483 -2.0280 -4.2613 -0.9594 0.1463 5.3846 4.1913 0.8351 3.4341 0.1870 0.2193 5.5694 1.5684</span> +<span class="r-out co"><span class="r-pr">#></span> 125: 94.0201 -5.9102 -2.0507 -4.2686 -0.9697 0.1455 5.1154 3.9818 0.8512 3.3475 0.1859 0.2165 5.6224 1.5643</span> +<span class="r-out co"><span class="r-pr">#></span> 126: 93.8825 -5.8970 -2.0543 -4.2569 -0.9663 0.1493 4.9144 3.7827 0.8907 3.3030 0.1876 0.2180 5.7351 1.4722</span> +<span class="r-out co"><span class="r-pr">#></span> 127: 93.9893 -5.8955 -2.0624 -4.2430 -0.9802 0.1476 7.2413 3.5935 0.8915 3.2740 0.1851 0.2110 5.7614 1.4305</span> +<span class="r-out co"><span class="r-pr">#></span> 128: 94.1849 -5.9123 -2.0624 -4.2385 -0.9786 0.1523 7.9575 3.4139 0.9094 3.2656 0.1807 0.2198 5.7366 1.4264</span> +<span class="r-out co"><span class="r-pr">#></span> 129: 94.0812 -6.0044 -2.0696 -4.3056 -0.9770 0.1693 8.7809 3.7526 0.9111 3.6172 0.1859 0.2255 5.8064 1.4718</span> +<span class="r-out co"><span class="r-pr">#></span> 130: 93.6046 -6.1387 -2.0718 -4.3056 -0.9821 0.1477 8.3419 4.3029 0.9177 3.6172 0.1867 0.2143 5.8893 1.4447</span> +<span class="r-out co"><span class="r-pr">#></span> 131: 93.5216 -6.1347 -2.0740 -4.3114 -0.9766 0.1288 8.2937 4.3407 0.9250 3.5298 0.1881 0.2293 5.8054 1.4219</span> +<span class="r-out co"><span class="r-pr">#></span> 132: 93.6142 -6.2789 -2.0786 -4.3297 -0.9716 0.1288 8.3731 5.1225 0.9236 3.6683 0.1929 0.2295 5.8064 1.4194</span> +<span class="r-out co"><span class="r-pr">#></span> 133: 93.4410 -5.9177 -2.0916 -4.3557 -0.9798 0.1066 7.9544 4.8663 0.9537 3.7076 0.1937 0.2279 5.9844 1.4297</span> +<span class="r-out co"><span class="r-pr">#></span> 134: 93.4716 -5.9152 -2.0838 -4.3611 -0.9818 0.1332 7.5567 4.6230 0.9161 3.7833 0.2017 0.2308 6.0611 1.5717</span> +<span class="r-out co"><span class="r-pr">#></span> 135: 93.3787 -6.0381 -2.0728 -4.2627 -0.9719 0.1051 7.2396 4.3919 0.8970 3.5941 0.1916 0.2193 5.8837 1.6057</span> +<span class="r-out co"><span class="r-pr">#></span> 136: 93.4339 -5.9876 -2.0801 -4.3002 -0.9690 0.1214 6.8776 4.1723 0.8888 3.4144 0.2002 0.2227 6.0141 1.5231</span> +<span class="r-out co"><span class="r-pr">#></span> 137: 93.7639 -6.0411 -2.0803 -4.2799 -0.9646 0.1484 6.5337 3.9765 0.8969 3.2437 0.1995 0.2115 5.9404 1.6402</span> +<span class="r-out co"><span class="r-pr">#></span> 138: 93.6414 -6.0122 -2.0714 -4.2666 -0.9755 0.1506 7.4057 3.7962 0.9242 3.1524 0.1934 0.2010 6.0666 1.5001</span> +<span class="r-out co"><span class="r-pr">#></span> 139: 93.7743 -5.7966 -2.0613 -4.2289 -0.9722 0.1383 7.9358 3.6064 0.9015 2.9948 0.1946 0.2029 5.9655 1.5250</span> +<span class="r-out co"><span class="r-pr">#></span> 140: 93.1082 -5.7994 -2.0388 -4.2289 -0.9659 0.1382 8.0282 3.4261 0.9053 2.9079 0.1909 0.2138 5.9183 1.5191</span> +<span class="r-out co"><span class="r-pr">#></span> 141: 93.2122 -6.0181 -2.0396 -4.2398 -0.9587 0.1016 8.9769 3.9426 0.9028 2.9136 0.1941 0.2195 6.1560 1.4902</span> +<span class="r-out co"><span class="r-pr">#></span> 142: 93.4684 -6.1438 -2.0273 -4.2541 -0.9508 0.0848 8.5281 4.8727 0.9056 2.9875 0.1901 0.2233 6.2546 1.4695</span> +<span class="r-out co"><span class="r-pr">#></span> 143: 93.0059 -6.0964 -2.0145 -4.2760 -0.9563 0.0826 8.1017 4.6291 0.9312 3.1063 0.1850 0.2138 6.5768 1.4391</span> +<span class="r-out co"><span class="r-pr">#></span> 144: 93.0612 -6.1127 -1.9951 -4.2589 -0.9539 0.0904 7.6966 4.6160 0.9623 3.1681 0.1824 0.2032 6.1506 1.4497</span> +<span class="r-out co"><span class="r-pr">#></span> 145: 93.5170 -6.1066 -1.9951 -4.3574 -0.9478 0.1040 7.3118 4.6263 0.9639 3.6914 0.1986 0.2292 5.9389 1.4867</span> +<span class="r-out co"><span class="r-pr">#></span> 146: 93.4915 -6.3235 -2.0006 -4.3866 -0.9579 0.1202 6.9462 6.0529 0.9514 3.9899 0.1887 0.2335 5.9265 1.4978</span> +<span class="r-out co"><span class="r-pr">#></span> 147: 93.8963 -6.1119 -2.0055 -4.3446 -0.9682 0.1242 7.1711 5.7503 0.9315 3.7904 0.1923 0.2332 5.9346 1.5021</span> +<span class="r-out co"><span class="r-pr">#></span> 148: 93.6758 -5.9705 -2.0137 -4.2906 -0.9614 0.1125 6.8125 5.4628 0.9506 3.6009 0.1913 0.2371 6.2579 1.4384</span> +<span class="r-out co"><span class="r-pr">#></span> 149: 93.6499 -6.0049 -2.0246 -4.2730 -0.9776 0.0996 6.4719 5.1896 0.9736 3.4209 0.1817 0.2252 6.3224 1.3878</span> +<span class="r-out co"><span class="r-pr">#></span> 150: 94.0242 -5.9760 -2.0176 -4.2182 -0.9773 0.1032 6.1483 4.9301 0.9944 3.2498 0.1807 0.2290 6.5662 1.3618</span> +<span class="r-out co"><span class="r-pr">#></span> 151: 93.9234 -5.8772 -2.0132 -4.2362 -0.9651 0.1058 7.2453 4.6836 0.9824 3.4860 0.1806 0.2175 6.2575 1.4370</span> +<span class="r-out co"><span class="r-pr">#></span> 152: 94.2513 -5.9391 -2.0814 -4.2278 -0.9753 0.1221 4.9753 3.4013 0.9808 3.3265 0.1836 0.1897 6.6966 1.3457</span> +<span class="r-out co"><span class="r-pr">#></span> 153: 93.9434 -6.1294 -2.0570 -4.2447 -0.9761 0.1527 5.0454 4.3115 0.9494 3.3663 0.1684 0.1680 5.9106 1.4777</span> +<span class="r-out co"><span class="r-pr">#></span> 154: 93.8141 -6.2749 -2.0366 -4.2383 -0.9835 0.1440 5.5466 5.3351 0.9320 3.3337 0.1731 0.1913 5.8842 1.4325</span> +<span class="r-out co"><span class="r-pr">#></span> 155: 94.1987 -6.1029 -2.0252 -4.2520 -0.9780 0.1132 7.1508 4.2713 0.9457 3.3428 0.1727 0.1691 6.1632 1.4658</span> +<span class="r-out co"><span class="r-pr">#></span> 156: 94.0626 -6.2640 -2.0263 -4.2461 -0.9854 0.1346 5.6296 5.1645 0.9423 3.3987 0.1697 0.1778 5.9631 1.4483</span> +<span class="r-out co"><span class="r-pr">#></span> 157: 93.9319 -6.1392 -2.0388 -4.2294 -0.9921 0.1265 5.6768 4.7366 0.9210 3.3673 0.1733 0.1789 5.9114 1.4976</span> +<span class="r-out co"><span class="r-pr">#></span> 158: 93.9123 -6.1970 -2.0165 -4.2241 -0.9924 0.1540 7.2552 4.7537 0.9369 3.2727 0.1805 0.1923 5.9324 1.5351</span> +<span class="r-out co"><span class="r-pr">#></span> 159: 93.9704 -6.4018 -2.0455 -4.2127 -0.9919 0.1413 7.7561 6.0732 0.9802 3.3376 0.1806 0.2260 6.4511 1.4227</span> +<span class="r-out co"><span class="r-pr">#></span> 160: 94.1967 -6.2985 -2.0412 -4.2264 -0.9795 0.1206 8.3836 6.1319 0.9689 3.4685 0.1792 0.2150 6.5116 1.4706</span> +<span class="r-out co"><span class="r-pr">#></span> 161: 94.3500 -6.1427 -2.0189 -4.2242 -1.0022 0.0837 8.0282 4.5505 0.9524 3.3269 0.1859 0.1816 6.0642 1.4746</span> +<span class="r-out co"><span class="r-pr">#></span> 162: 94.2711 -5.9578 -2.0215 -4.2078 -1.0110 0.0946 7.8634 3.3072 0.9559 3.2374 0.1876 0.1791 6.0798 1.4903</span> +<span class="r-out co"><span class="r-pr">#></span> 163: 93.9824 -5.8794 -2.0409 -4.2367 -0.9970 0.1150 9.3872 3.0498 0.9830 3.3179 0.1880 0.1828 5.8091 1.4852</span> +<span class="r-out co"><span class="r-pr">#></span> 164: 94.2013 -5.8651 -2.0122 -4.2257 -0.9906 0.1267 7.1953 3.0510 0.9697 3.2713 0.1871 0.1832 5.8741 1.5313</span> +<span class="r-out co"><span class="r-pr">#></span> 165: 94.1804 -5.7868 -2.0200 -4.2053 -0.9812 0.1219 6.7375 2.4769 0.9688 3.2706 0.1910 0.1859 5.7890 1.5188</span> +<span class="r-out co"><span class="r-pr">#></span> 166: 93.9790 -5.8156 -2.0311 -4.2438 -0.9784 0.1247 5.7617 2.6907 0.9533 3.5342 0.1953 0.1872 5.8816 1.5243</span> +<span class="r-out co"><span class="r-pr">#></span> 167: 93.2524 -5.8603 -2.0497 -4.2594 -0.9787 0.1265 4.7086 2.9121 0.9117 3.4696 0.1943 0.1832 5.9672 1.4567</span> +<span class="r-out co"><span class="r-pr">#></span> 168: 93.2924 -6.0371 -2.0528 -4.2607 -0.9727 0.1201 5.5273 4.0286 0.9177 3.4501 0.1918 0.1908 5.7790 1.4701</span> +<span class="r-out co"><span class="r-pr">#></span> 169: 93.4838 -6.1497 -2.0389 -4.2716 -0.9639 0.1127 5.4524 4.2700 0.9544 3.4329 0.1940 0.1871 5.7795 1.4575</span> +<span class="r-out co"><span class="r-pr">#></span> 170: 93.3951 -6.2298 -2.0438 -4.4133 -0.9939 0.1088 6.1460 4.6552 0.9645 4.5240 0.1978 0.2091 5.7549 1.5233</span> +<span class="r-out co"><span class="r-pr">#></span> 171: 93.4113 -6.1187 -2.0536 -4.4019 -0.9771 0.0899 6.8123 4.0073 0.9531 4.4290 0.1878 0.1970 5.9067 1.4857</span> +<span class="r-out co"><span class="r-pr">#></span> 172: 93.1140 -5.9515 -2.0530 -4.3250 -0.9723 0.1094 5.1247 3.4502 0.9572 3.8504 0.1954 0.1944 5.8583 1.4867</span> +<span class="r-out co"><span class="r-pr">#></span> 173: 92.9782 -6.0415 -2.0633 -4.2887 -0.9608 0.1081 4.1020 3.8967 0.9478 3.7222 0.1890 0.1812 5.9473 1.4583</span> +<span class="r-out co"><span class="r-pr">#></span> 174: 92.9661 -5.9295 -2.0457 -4.2907 -0.9626 0.0991 5.7954 3.3581 0.9785 3.7311 0.1867 0.2026 5.8087 1.4797</span> +<span class="r-out co"><span class="r-pr">#></span> 175: 93.2577 -5.8895 -2.0281 -4.2845 -0.9560 0.0829 7.3434 3.1501 0.9975 3.6334 0.1920 0.2151 5.4717 1.4832</span> +<span class="r-out co"><span class="r-pr">#></span> 176: 93.1210 -5.9567 -2.0370 -4.2848 -0.9488 0.0787 6.8946 3.4999 0.9983 3.6159 0.1922 0.2233 5.8426 1.4096</span> +<span class="r-out co"><span class="r-pr">#></span> 177: 92.5456 -6.1797 -2.0319 -4.2684 -0.9401 0.0873 6.9744 5.2939 0.9928 3.4880 0.1989 0.2213 5.9613 1.4367</span> +<span class="r-out co"><span class="r-pr">#></span> 178: 92.6854 -6.1483 -2.0278 -4.2705 -0.9504 0.0630 5.0582 5.0622 0.9953 3.4915 0.1930 0.2238 5.9775 1.4263</span> +<span class="r-out co"><span class="r-pr">#></span> 179: 93.1323 -6.1739 -2.0353 -4.2590 -0.9455 0.0584 4.9914 4.7898 0.9817 3.4163 0.1899 0.2124 5.9579 1.4242</span> +<span class="r-out co"><span class="r-pr">#></span> 180: 93.0611 -6.2228 -2.0441 -4.2977 -0.9387 0.0320 4.0323 5.5685 0.9890 3.7202 0.1940 0.2335 6.2224 1.4194</span> +<span class="r-out co"><span class="r-pr">#></span> 181: 92.7741 -6.1462 -2.0477 -4.3335 -0.9454 0.1011 3.7007 5.1590 0.9807 3.8469 0.1939 0.2463 5.9703 1.4343</span> +<span class="r-out co"><span class="r-pr">#></span> 182: 93.0775 -6.0640 -2.0496 -4.3171 -0.9444 0.0897 5.0266 4.5597 0.9792 3.7741 0.1931 0.2186 5.6727 1.4858</span> +<span class="r-out co"><span class="r-pr">#></span> 183: 93.2566 -6.1757 -2.0368 -4.2888 -0.9560 0.0809 5.8284 5.2504 0.9636 3.7078 0.1939 0.2262 5.5170 1.4560</span> +<span class="r-out co"><span class="r-pr">#></span> 184: 93.0357 -6.1158 -2.0217 -4.3111 -0.9453 0.0901 6.7209 5.4048 0.9503 3.8949 0.1967 0.2209 5.3578 1.4704</span> +<span class="r-out co"><span class="r-pr">#></span> 185: 93.0173 -6.1998 -2.0371 -4.3713 -0.9451 0.0752 6.1040 5.8272 0.9333 4.4038 0.1951 0.2238 5.5896 1.4202</span> +<span class="r-out co"><span class="r-pr">#></span> 186: 93.2835 -6.1217 -2.0383 -4.3308 -0.9574 0.1110 6.0519 4.7669 0.9400 4.0265 0.1972 0.2274 5.4560 1.4602</span> +<span class="r-out co"><span class="r-pr">#></span> 187: 93.5312 -6.3356 -2.0253 -4.3418 -0.9583 0.1166 6.7561 5.8784 0.9346 4.0264 0.2038 0.2281 5.5024 1.4994</span> +<span class="r-out co"><span class="r-pr">#></span> 188: 93.6460 -5.8426 -2.0237 -4.4519 -0.9594 0.1283 6.3492 3.4189 0.9091 4.9358 0.2086 0.2348 5.4301 1.5893</span> +<span class="r-out co"><span class="r-pr">#></span> 189: 93.8538 -6.0183 -2.0178 -4.3911 -0.9797 0.1262 8.7939 3.7358 0.9008 4.4894 0.2125 0.2199 5.6613 1.5073</span> +<span class="r-out co"><span class="r-pr">#></span> 190: 93.1543 -6.1364 -2.0451 -4.4389 -0.9708 0.1584 9.9803 4.2747 0.8922 4.8507 0.2084 0.2607 5.9136 1.4572</span> +<span class="r-out co"><span class="r-pr">#></span> 191: 93.4334 -6.1466 -2.0389 -4.4661 -0.9678 0.1565 7.8390 4.4393 0.9022 4.7857 0.2105 0.2634 5.7161 1.5325</span> +<span class="r-out co"><span class="r-pr">#></span> 192: 93.3623 -6.0940 -2.0240 -4.4569 -0.9673 0.1420 8.0856 4.3185 0.8895 4.4721 0.2113 0.2350 5.5282 1.5221</span> +<span class="r-out co"><span class="r-pr">#></span> 193: 93.1990 -5.9864 -2.0301 -4.4538 -0.9563 0.1515 8.4425 3.7598 0.8814 4.4376 0.2013 0.2257 5.4205 1.4820</span> +<span class="r-out co"><span class="r-pr">#></span> 194: 93.3165 -6.0045 -2.0353 -4.4314 -0.9525 0.1486 8.2370 3.6742 0.8947 4.4594 0.1960 0.2248 5.4579 1.4767</span> +<span class="r-out co"><span class="r-pr">#></span> 195: 93.1288 -6.1006 -2.0551 -4.5184 -0.9503 0.1583 9.6259 4.2294 0.9040 5.1981 0.1950 0.1962 5.5602 1.4254</span> +<span class="r-out co"><span class="r-pr">#></span> 196: 93.1943 -5.9871 -2.0607 -4.4728 -0.9446 0.1482 9.3401 3.5579 0.8925 4.7901 0.1892 0.1879 5.7296 1.4172</span> +<span class="r-out co"><span class="r-pr">#></span> 197: 93.5803 -5.9131 -2.0522 -4.3675 -0.9476 0.1571 7.2599 3.4241 0.8857 3.8551 0.1886 0.1793 5.4832 1.6006</span> +<span class="r-out co"><span class="r-pr">#></span> 198: 93.5703 -5.9980 -2.0550 -4.3578 -0.9519 0.1491 7.0416 3.8805 0.8563 3.7930 0.1882 0.1896 5.4355 1.5402</span> +<span class="r-out co"><span class="r-pr">#></span> 199: 93.2909 -5.8288 -2.0532 -4.3605 -0.9518 0.1692 8.3926 3.0173 0.8566 3.8610 0.1902 0.2033 5.5735 1.5647</span> +<span class="r-out co"><span class="r-pr">#></span> 200: 93.4049 -5.7474 -2.0447 -4.3548 -0.9517 0.1812 7.4977 2.8256 0.8520 3.8236 0.1897 0.2060 5.5092 1.5699</span> +<span class="r-out co"><span class="r-pr">#></span> 201: 93.3386 -5.8209 -2.0398 -4.4174 -0.9597 0.1738 6.3555 3.0871 0.8431 4.3211 0.1853 0.2062 5.5460 1.5925</span> +<span class="r-out co"><span class="r-pr">#></span> 202: 93.3397 -5.8313 -2.0387 -4.4364 -0.9580 0.1669 6.0946 3.1018 0.8460 4.5093 0.1821 0.2068 5.6622 1.5740</span> +<span class="r-out co"><span class="r-pr">#></span> 203: 93.3071 -5.8276 -2.0384 -4.4758 -0.9571 0.1639 5.7815 3.0575 0.8608 4.9441 0.1826 0.2052 5.6855 1.5570</span> +<span class="r-out co"><span class="r-pr">#></span> 204: 93.3138 -5.8477 -2.0368 -4.4714 -0.9541 0.1658 5.7526 3.1322 0.8704 4.9129 0.1816 0.2057 5.6642 1.5606</span> +<span class="r-out co"><span class="r-pr">#></span> 205: 93.3066 -5.8537 -2.0395 -4.4842 -0.9521 0.1642 5.6045 3.1633 0.8748 5.0053 0.1805 0.2036 5.6633 1.5550</span> +<span class="r-out co"><span class="r-pr">#></span> 206: 93.3042 -5.8790 -2.0453 -4.4977 -0.9501 0.1633 5.7219 3.3320 0.8807 5.1121 0.1793 0.1999 5.6888 1.5413</span> +<span class="r-out co"><span class="r-pr">#></span> 207: 93.3281 -5.9005 -2.0504 -4.5109 -0.9480 0.1629 5.8004 3.4696 0.8865 5.2248 0.1789 0.1961 5.7206 1.5357</span> +<span class="r-out co"><span class="r-pr">#></span> 208: 93.3437 -5.8972 -2.0569 -4.5200 -0.9452 0.1641 5.7523 3.4604 0.8875 5.2848 0.1787 0.1933 5.7450 1.5288</span> +<span class="r-out co"><span class="r-pr">#></span> 209: 93.3265 -5.8864 -2.0628 -4.5092 -0.9440 0.1639 5.5355 3.4138 0.8882 5.1586 0.1791 0.1916 5.7744 1.5283</span> +<span class="r-out co"><span class="r-pr">#></span> 210: 93.3087 -5.8812 -2.0671 -4.5004 -0.9426 0.1677 5.3488 3.3975 0.8895 5.0589 0.1798 0.1924 5.7781 1.5307</span> +<span class="r-out co"><span class="r-pr">#></span> 211: 93.2807 -5.8760 -2.0703 -4.5009 -0.9413 0.1709 5.2654 3.3770 0.8894 5.0377 0.1805 0.1927 5.7808 1.5282</span> +<span class="r-out co"><span class="r-pr">#></span> 212: 93.2815 -5.8637 -2.0711 -4.4955 -0.9409 0.1708 5.3028 3.3250 0.8914 4.9702 0.1819 0.1941 5.7827 1.5274</span> +<span class="r-out co"><span class="r-pr">#></span> 213: 93.2828 -5.8481 -2.0709 -4.4895 -0.9396 0.1702 5.3840 3.2614 0.8913 4.9108 0.1826 0.1953 5.7744 1.5301</span> +<span class="r-out co"><span class="r-pr">#></span> 214: 93.2645 -5.8422 -2.0704 -4.4882 -0.9384 0.1710 5.3939 3.2358 0.8931 4.8944 0.1828 0.1955 5.7797 1.5351</span> +<span class="r-out co"><span class="r-pr">#></span> 215: 93.2591 -5.8519 -2.0709 -4.4858 -0.9380 0.1713 5.5142 3.2959 0.8953 4.8587 0.1822 0.1960 5.7853 1.5369</span> +<span class="r-out co"><span class="r-pr">#></span> 216: 93.2595 -5.8523 -2.0715 -4.4827 -0.9376 0.1723 5.5563 3.3077 0.8964 4.8306 0.1817 0.1973 5.7975 1.5396</span> +<span class="r-out co"><span class="r-pr">#></span> 217: 93.2503 -5.8512 -2.0732 -4.4737 -0.9373 0.1734 5.5036 3.3182 0.8959 4.7582 0.1817 0.1992 5.7940 1.5365</span> +<span class="r-out co"><span class="r-pr">#></span> 218: 93.2345 -5.8463 -2.0749 -4.4639 -0.9372 0.1747 5.5046 3.2959 0.8959 4.6771 0.1817 0.2008 5.7889 1.5340</span> +<span class="r-out co"><span class="r-pr">#></span> 219: 93.2264 -5.8439 -2.0757 -4.4549 -0.9364 0.1759 5.4970 3.2802 0.8966 4.6015 0.1819 0.2027 5.7804 1.5321</span> +<span class="r-out co"><span class="r-pr">#></span> 220: 93.2259 -5.8464 -2.0758 -4.4493 -0.9363 0.1771 5.4793 3.2944 0.8950 4.5498 0.1823 0.2049 5.7745 1.5344</span> +<span class="r-out co"><span class="r-pr">#></span> 221: 93.2243 -5.8505 -2.0768 -4.4443 -0.9367 0.1785 5.5360 3.3132 0.8924 4.5028 0.1829 0.2068 5.7556 1.5329</span> +<span class="r-out co"><span class="r-pr">#></span> 222: 93.2385 -5.8603 -2.0776 -4.4371 -0.9376 0.1800 5.5401 3.3878 0.8903 4.4416 0.1834 0.2096 5.7522 1.5317</span> +<span class="r-out co"><span class="r-pr">#></span> 223: 93.2339 -5.8634 -2.0780 -4.4309 -0.9377 0.1803 5.5522 3.4132 0.8882 4.3844 0.1838 0.2118 5.7457 1.5323</span> +<span class="r-out co"><span class="r-pr">#></span> 224: 93.2379 -5.8686 -2.0778 -4.4262 -0.9374 0.1803 5.5469 3.4421 0.8848 4.3375 0.1842 0.2137 5.7429 1.5323</span> +<span class="r-out co"><span class="r-pr">#></span> 225: 93.2329 -5.8654 -2.0784 -4.4222 -0.9373 0.1811 5.5553 3.4255 0.8843 4.2952 0.1848 0.2160 5.7452 1.5295</span> +<span class="r-out co"><span class="r-pr">#></span> 226: 93.2330 -5.8621 -2.0789 -4.4182 -0.9366 0.1816 5.5838 3.4123 0.8838 4.2565 0.1858 0.2176 5.7453 1.5284</span> +<span class="r-out co"><span class="r-pr">#></span> 227: 93.2309 -5.8549 -2.0794 -4.4153 -0.9365 0.1823 5.6720 3.3787 0.8827 4.2227 0.1866 0.2181 5.7339 1.5287</span> +<span class="r-out co"><span class="r-pr">#></span> 228: 93.2248 -5.8556 -2.0794 -4.4116 -0.9372 0.1832 5.7344 3.3780 0.8830 4.1863 0.1873 0.2200 5.7232 1.5308</span> +<span class="r-out co"><span class="r-pr">#></span> 229: 93.2215 -5.8615 -2.0798 -4.4081 -0.9373 0.1844 5.8478 3.4087 0.8821 4.1558 0.1878 0.2217 5.7174 1.5283</span> +<span class="r-out co"><span class="r-pr">#></span> 230: 93.2122 -5.8646 -2.0807 -4.4053 -0.9372 0.1858 5.8987 3.4233 0.8800 4.1288 0.1881 0.2233 5.7073 1.5272</span> +<span class="r-out co"><span class="r-pr">#></span> 231: 93.2080 -5.8665 -2.0816 -4.4025 -0.9372 0.1872 5.9544 3.4381 0.8782 4.1008 0.1883 0.2250 5.7006 1.5283</span> +<span class="r-out co"><span class="r-pr">#></span> 232: 93.1921 -5.8677 -2.0829 -4.3997 -0.9370 0.1887 5.9768 3.4440 0.8770 4.0748 0.1883 0.2268 5.7012 1.5261</span> +<span class="r-out co"><span class="r-pr">#></span> 233: 93.1794 -5.8674 -2.0840 -4.3972 -0.9363 0.1892 6.0074 3.4397 0.8757 4.0495 0.1884 0.2281 5.6997 1.5235</span> +<span class="r-out co"><span class="r-pr">#></span> 234: 93.1623 -5.8677 -2.0853 -4.3959 -0.9358 0.1898 5.9759 3.4442 0.8750 4.0330 0.1887 0.2295 5.7000 1.5223</span> +<span class="r-out co"><span class="r-pr">#></span> 235: 93.1499 -5.8709 -2.0862 -4.3918 -0.9356 0.1900 5.9951 3.4709 0.8747 4.0020 0.1891 0.2309 5.7002 1.5219</span> +<span class="r-out co"><span class="r-pr">#></span> 236: 93.1408 -5.8764 -2.0875 -4.3879 -0.9349 0.1898 6.0359 3.5027 0.8752 3.9720 0.1895 0.2321 5.7098 1.5196</span> +<span class="r-out co"><span class="r-pr">#></span> 237: 93.1307 -5.8766 -2.0887 -4.3843 -0.9344 0.1896 6.0589 3.5108 0.8755 3.9437 0.1900 0.2330 5.7176 1.5174</span> +<span class="r-out co"><span class="r-pr">#></span> 238: 93.1233 -5.8767 -2.0889 -4.3806 -0.9341 0.1891 6.0959 3.5158 0.8745 3.9173 0.1907 0.2339 5.7198 1.5169</span> +<span class="r-out co"><span class="r-pr">#></span> 239: 93.1245 -5.8810 -2.0889 -4.3775 -0.9337 0.1885 6.1196 3.5614 0.8746 3.8935 0.1915 0.2349 5.7177 1.5172</span> +<span class="r-out co"><span class="r-pr">#></span> 240: 93.1180 -5.8836 -2.0893 -4.3745 -0.9332 0.1883 6.1647 3.6004 0.8741 3.8709 0.1921 0.2360 5.7150 1.5192</span> +<span class="r-out co"><span class="r-pr">#></span> 241: 93.1096 -5.8838 -2.0898 -4.3714 -0.9327 0.1883 6.2283 3.6196 0.8743 3.8487 0.1927 0.2366 5.7177 1.5202</span> +<span class="r-out co"><span class="r-pr">#></span> 242: 93.1058 -5.8804 -2.0912 -4.3684 -0.9320 0.1888 6.2553 3.6018 0.8723 3.8274 0.1933 0.2378 5.7265 1.5198</span> +<span class="r-out co"><span class="r-pr">#></span> 243: 93.0953 -5.8762 -2.0924 -4.3668 -0.9315 0.1892 6.2692 3.5785 0.8705 3.8130 0.1940 0.2391 5.7353 1.5205</span> +<span class="r-out co"><span class="r-pr">#></span> 244: 93.0840 -5.8758 -2.0928 -4.3658 -0.9310 0.1889 6.2702 3.5746 0.8695 3.8007 0.1947 0.2401 5.7382 1.5205</span> +<span class="r-out co"><span class="r-pr">#></span> 245: 93.0720 -5.8795 -2.0933 -4.3647 -0.9306 0.1895 6.3022 3.5971 0.8685 3.7886 0.1953 0.2407 5.7367 1.5192</span> +<span class="r-out co"><span class="r-pr">#></span> 246: 93.0626 -5.8798 -2.0933 -4.3637 -0.9301 0.1898 6.2987 3.5992 0.8680 3.7781 0.1957 0.2410 5.7331 1.5184</span> +<span class="r-out co"><span class="r-pr">#></span> 247: 93.0526 -5.8805 -2.0934 -4.3610 -0.9298 0.1903 6.3067 3.6060 0.8682 3.7618 0.1963 0.2414 5.7329 1.5189</span> +<span class="r-out co"><span class="r-pr">#></span> 248: 93.0481 -5.8780 -2.0933 -4.3583 -0.9296 0.1911 6.3135 3.6007 0.8683 3.7460 0.1967 0.2420 5.7344 1.5191</span> +<span class="r-out co"><span class="r-pr">#></span> 249: 93.0483 -5.8762 -2.0933 -4.3558 -0.9294 0.1913 6.3095 3.5961 0.8685 3.7298 0.1970 0.2422 5.7414 1.5179</span> +<span class="r-out co"><span class="r-pr">#></span> 250: 93.0520 -5.8768 -2.0931 -4.3538 -0.9292 0.1912 6.2900 3.6003 0.8692 3.7176 0.1973 0.2424 5.7547 1.5148</span> +<span class="r-out co"><span class="r-pr">#></span> 251: 93.0430 -5.8769 -2.0930 -4.3516 -0.9291 0.1905 6.2815 3.6041 0.8704 3.7045 0.1975 0.2427 5.7653 1.5123</span> +<span class="r-out co"><span class="r-pr">#></span> 252: 93.0300 -5.8743 -2.0928 -4.3490 -0.9291 0.1901 6.2896 3.5885 0.8716 3.6919 0.1978 0.2428 5.7797 1.5106</span> +<span class="r-out co"><span class="r-pr">#></span> 253: 93.0217 -5.8740 -2.0926 -4.3468 -0.9289 0.1898 6.3238 3.5875 0.8731 3.6817 0.1981 0.2429 5.7885 1.5102</span> +<span class="r-out co"><span class="r-pr">#></span> 254: 93.0147 -5.8729 -2.0924 -4.3439 -0.9289 0.1892 6.3418 3.5857 0.8732 3.6683 0.1980 0.2426 5.7912 1.5102</span> +<span class="r-out co"><span class="r-pr">#></span> 255: 93.0144 -5.8743 -2.0922 -4.3407 -0.9290 0.1885 6.3755 3.5933 0.8735 3.6580 0.1979 0.2420 5.7932 1.5086</span> +<span class="r-out co"><span class="r-pr">#></span> 256: 93.0136 -5.8778 -2.0919 -4.3376 -0.9290 0.1876 6.3932 3.6240 0.8741 3.6481 0.1980 0.2418 5.7969 1.5066</span> +<span class="r-out co"><span class="r-pr">#></span> 257: 93.0116 -5.8792 -2.0917 -4.3345 -0.9291 0.1862 6.4096 3.6459 0.8744 3.6385 0.1980 0.2414 5.7990 1.5065</span> +<span class="r-out co"><span class="r-pr">#></span> 258: 93.0084 -5.8812 -2.0913 -4.3319 -0.9290 0.1842 6.4231 3.6686 0.8753 3.6281 0.1980 0.2414 5.8024 1.5050</span> +<span class="r-out co"><span class="r-pr">#></span> 259: 93.0090 -5.8866 -2.0909 -4.3293 -0.9287 0.1825 6.4361 3.7063 0.8762 3.6181 0.1981 0.2413 5.8106 1.5030</span> +<span class="r-out co"><span class="r-pr">#></span> 260: 93.0067 -5.8911 -2.0902 -4.3265 -0.9283 0.1811 6.4128 3.7384 0.8765 3.6076 0.1981 0.2412 5.8102 1.5026</span> +<span class="r-out co"><span class="r-pr">#></span> 261: 93.0060 -5.8933 -2.0894 -4.3237 -0.9284 0.1799 6.4253 3.7604 0.8765 3.5968 0.1981 0.2410 5.8080 1.5026</span> +<span class="r-out co"><span class="r-pr">#></span> 262: 93.0051 -5.8934 -2.0884 -4.3208 -0.9285 0.1789 6.4008 3.7597 0.8762 3.5855 0.1981 0.2412 5.8046 1.5020</span> +<span class="r-out co"><span class="r-pr">#></span> 263: 93.0019 -5.8945 -2.0875 -4.3182 -0.9287 0.1781 6.3788 3.7644 0.8758 3.5756 0.1982 0.2411 5.8048 1.5023</span> +<span class="r-out co"><span class="r-pr">#></span> 264: 93.0021 -5.8959 -2.0870 -4.3158 -0.9293 0.1773 6.3614 3.7682 0.8749 3.5667 0.1983 0.2410 5.8017 1.5021</span> +<span class="r-out co"><span class="r-pr">#></span> 265: 93.0053 -5.8989 -2.0866 -4.3130 -0.9296 0.1766 6.3506 3.7814 0.8739 3.5567 0.1982 0.2409 5.7995 1.5018</span> +<span class="r-out co"><span class="r-pr">#></span> 266: 93.0061 -5.8992 -2.0864 -4.3104 -0.9300 0.1757 6.3307 3.7730 0.8733 3.5471 0.1982 0.2408 5.7994 1.5012</span> +<span class="r-out co"><span class="r-pr">#></span> 267: 93.0098 -5.9009 -2.0861 -4.3077 -0.9302 0.1749 6.3326 3.7738 0.8730 3.5388 0.1983 0.2407 5.7964 1.5004</span> +<span class="r-out co"><span class="r-pr">#></span> 268: 93.0144 -5.9000 -2.0853 -4.3054 -0.9304 0.1740 6.3487 3.7623 0.8729 3.5290 0.1985 0.2405 5.7897 1.5014</span> +<span class="r-out co"><span class="r-pr">#></span> 269: 93.0146 -5.8984 -2.0847 -4.3032 -0.9306 0.1731 6.3716 3.7485 0.8735 3.5197 0.1985 0.2402 5.7867 1.5016</span> +<span class="r-out co"><span class="r-pr">#></span> 270: 93.0159 -5.8950 -2.0842 -4.3013 -0.9307 0.1722 6.3630 3.7266 0.8743 3.5098 0.1986 0.2400 5.7837 1.5016</span> +<span class="r-out co"><span class="r-pr">#></span> 271: 93.0161 -5.8925 -2.0837 -4.2995 -0.9309 0.1715 6.3539 3.7068 0.8744 3.5001 0.1986 0.2400 5.7843 1.5020</span> +<span class="r-out co"><span class="r-pr">#></span> 272: 93.0195 -5.8919 -2.0837 -4.2977 -0.9314 0.1710 6.3430 3.6964 0.8744 3.4922 0.1985 0.2400 5.7859 1.5031</span> +<span class="r-out co"><span class="r-pr">#></span> 273: 93.0184 -5.8923 -2.0837 -4.2961 -0.9318 0.1705 6.3531 3.6914 0.8743 3.4854 0.1984 0.2402 5.7880 1.5030</span> +<span class="r-out co"><span class="r-pr">#></span> 274: 93.0178 -5.8927 -2.0834 -4.2951 -0.9320 0.1701 6.3818 3.6865 0.8749 3.4824 0.1984 0.2403 5.7928 1.5020</span> +<span class="r-out co"><span class="r-pr">#></span> 275: 93.0204 -5.8937 -2.0833 -4.2942 -0.9324 0.1700 6.3961 3.6842 0.8754 3.4790 0.1984 0.2402 5.7949 1.5011</span> +<span class="r-out co"><span class="r-pr">#></span> 276: 93.0228 -5.8958 -2.0833 -4.2932 -0.9327 0.1699 6.3965 3.6870 0.8760 3.4752 0.1984 0.2402 5.7934 1.5002</span> +<span class="r-out co"><span class="r-pr">#></span> 277: 93.0251 -5.9000 -2.0833 -4.2921 -0.9329 0.1695 6.4076 3.7032 0.8766 3.4712 0.1985 0.2400 5.7979 1.4989</span> +<span class="r-out co"><span class="r-pr">#></span> 278: 93.0297 -5.9021 -2.0833 -4.2912 -0.9331 0.1690 6.4279 3.7073 0.8771 3.4671 0.1986 0.2399 5.7978 1.4981</span> +<span class="r-out co"><span class="r-pr">#></span> 279: 93.0273 -5.9021 -2.0832 -4.2902 -0.9332 0.1684 6.4349 3.7003 0.8779 3.4622 0.1988 0.2400 5.7993 1.4972</span> +<span class="r-out co"><span class="r-pr">#></span> 280: 93.0236 -5.9030 -2.0831 -4.2892 -0.9334 0.1674 6.4776 3.6986 0.8787 3.4576 0.1990 0.2401 5.8026 1.4963</span> +<span class="r-out co"><span class="r-pr">#></span> 281: 93.0172 -5.9037 -2.0829 -4.2881 -0.9337 0.1665 6.4942 3.6984 0.8797 3.4536 0.1992 0.2402 5.8056 1.4955</span> +<span class="r-out co"><span class="r-pr">#></span> 282: 93.0147 -5.9055 -2.0827 -4.2872 -0.9339 0.1656 6.4861 3.7031 0.8810 3.4492 0.1992 0.2403 5.8107 1.4954</span> +<span class="r-out co"><span class="r-pr">#></span> 283: 93.0138 -5.9053 -2.0824 -4.2865 -0.9341 0.1646 6.4962 3.6967 0.8822 3.4451 0.1993 0.2406 5.8142 1.4959</span> +<span class="r-out co"><span class="r-pr">#></span> 284: 93.0132 -5.9067 -2.0821 -4.2864 -0.9343 0.1636 6.5021 3.7013 0.8838 3.4437 0.1993 0.2406 5.8146 1.4955</span> +<span class="r-out co"><span class="r-pr">#></span> 285: 93.0138 -5.9081 -2.0819 -4.2859 -0.9343 0.1628 6.5037 3.7043 0.8851 3.4406 0.1994 0.2406 5.8146 1.4945</span> +<span class="r-out co"><span class="r-pr">#></span> 286: 93.0119 -5.9086 -2.0815 -4.2858 -0.9342 0.1620 6.5068 3.7037 0.8864 3.4395 0.1994 0.2404 5.8133 1.4936</span> +<span class="r-out co"><span class="r-pr">#></span> 287: 93.0122 -5.9089 -2.0813 -4.2860 -0.9342 0.1614 6.5202 3.7044 0.8872 3.4399 0.1997 0.2401 5.8096 1.4929</span> +<span class="r-out co"><span class="r-pr">#></span> 288: 93.0104 -5.9083 -2.0812 -4.2858 -0.9342 0.1609 6.5237 3.6997 0.8876 3.4376 0.1999 0.2398 5.8041 1.4924</span> +<span class="r-out co"><span class="r-pr">#></span> 289: 93.0076 -5.9066 -2.0812 -4.2854 -0.9342 0.1604 6.5121 3.6893 0.8881 3.4342 0.1999 0.2394 5.8021 1.4922</span> +<span class="r-out co"><span class="r-pr">#></span> 290: 93.0064 -5.9052 -2.0813 -4.2851 -0.9343 0.1602 6.5106 3.6772 0.8886 3.4309 0.2000 0.2389 5.7988 1.4915</span> +<span class="r-out co"><span class="r-pr">#></span> 291: 93.0071 -5.9031 -2.0813 -4.2849 -0.9345 0.1601 6.5031 3.6628 0.8891 3.4284 0.2000 0.2384 5.7959 1.4908</span> +<span class="r-out co"><span class="r-pr">#></span> 292: 93.0114 -5.9023 -2.0809 -4.2841 -0.9346 0.1594 6.4930 3.6538 0.8894 3.4237 0.2001 0.2383 5.7923 1.4902</span> +<span class="r-out co"><span class="r-pr">#></span> 293: 93.0148 -5.9032 -2.0807 -4.2834 -0.9348 0.1589 6.4836 3.6542 0.8898 3.4206 0.2002 0.2380 5.7893 1.4893</span> +<span class="r-out co"><span class="r-pr">#></span> 294: 93.0161 -5.9026 -2.0806 -4.2826 -0.9349 0.1582 6.4719 3.6469 0.8901 3.4176 0.2005 0.2375 5.7898 1.4886</span> +<span class="r-out co"><span class="r-pr">#></span> 295: 93.0212 -5.9008 -2.0806 -4.2817 -0.9350 0.1576 6.4649 3.6372 0.8904 3.4145 0.2007 0.2370 5.7885 1.4890</span> +<span class="r-out co"><span class="r-pr">#></span> 296: 93.0270 -5.8989 -2.0805 -4.2809 -0.9351 0.1569 6.4835 3.6279 0.8911 3.4124 0.2010 0.2366 5.7886 1.4884</span> +<span class="r-out co"><span class="r-pr">#></span> 297: 93.0291 -5.8969 -2.0803 -4.2800 -0.9352 0.1560 6.5014 3.6177 0.8915 3.4094 0.2012 0.2364 5.7873 1.4880</span> +<span class="r-out co"><span class="r-pr">#></span> 298: 93.0332 -5.8963 -2.0801 -4.2790 -0.9352 0.1551 6.5168 3.6111 0.8919 3.4065 0.2014 0.2361 5.7855 1.4875</span> +<span class="r-out co"><span class="r-pr">#></span> 299: 93.0339 -5.8961 -2.0799 -4.2782 -0.9352 0.1542 6.5288 3.6081 0.8927 3.4038 0.2015 0.2358 5.7844 1.4869</span> +<span class="r-out co"><span class="r-pr">#></span> 300: 93.0335 -5.8971 -2.0797 -4.2772 -0.9351 0.1533 6.5409 3.6097 0.8937 3.4009 0.2017 0.2356 5.7844 1.4859</span> +<span class="r-out co"><span class="r-pr">#></span> 301: 93.0320 -5.8979 -2.0796 -4.2762 -0.9350 0.1522 6.5553 3.6126 0.8945 3.3977 0.2020 0.2354 5.7898 1.4847</span> +<span class="r-out co"><span class="r-pr">#></span> 302: 93.0321 -5.8997 -2.0795 -4.2751 -0.9351 0.1513 6.5737 3.6195 0.8956 3.3943 0.2023 0.2351 5.7917 1.4835</span> +<span class="r-out co"><span class="r-pr">#></span> 303: 93.0328 -5.8984 -2.0792 -4.2739 -0.9351 0.1504 6.5888 3.6111 0.8964 3.3912 0.2025 0.2350 5.7915 1.4825</span> +<span class="r-out co"><span class="r-pr">#></span> 304: 93.0357 -5.8969 -2.0790 -4.2728 -0.9350 0.1494 6.5907 3.6018 0.8975 3.3882 0.2026 0.2348 5.7929 1.4813</span> +<span class="r-out co"><span class="r-pr">#></span> 305: 93.0351 -5.8953 -2.0786 -4.2718 -0.9349 0.1484 6.5764 3.5916 0.8986 3.3858 0.2027 0.2345 5.7937 1.4816</span> +<span class="r-out co"><span class="r-pr">#></span> 306: 93.0352 -5.8950 -2.0784 -4.2707 -0.9350 0.1475 6.5727 3.5890 0.8999 3.3835 0.2028 0.2341 5.7981 1.4810</span> +<span class="r-out co"><span class="r-pr">#></span> 307: 93.0354 -5.8947 -2.0784 -4.2699 -0.9351 0.1466 6.5759 3.5853 0.9010 3.3820 0.2030 0.2339 5.8028 1.4799</span> +<span class="r-out co"><span class="r-pr">#></span> 308: 93.0336 -5.8938 -2.0783 -4.2690 -0.9351 0.1459 6.5855 3.5776 0.9022 3.3809 0.2031 0.2333 5.8014 1.4788</span> +<span class="r-out co"><span class="r-pr">#></span> 309: 93.0311 -5.8931 -2.0780 -4.2683 -0.9351 0.1452 6.5799 3.5717 0.9038 3.3805 0.2033 0.2328 5.8048 1.4779</span> +<span class="r-out co"><span class="r-pr">#></span> 310: 93.0303 -5.8915 -2.0778 -4.2675 -0.9352 0.1447 6.5716 3.5609 0.9046 3.3797 0.2033 0.2323 5.8060 1.4774</span> +<span class="r-out co"><span class="r-pr">#></span> 311: 93.0275 -5.8915 -2.0776 -4.2668 -0.9352 0.1441 6.5679 3.5581 0.9052 3.3788 0.2034 0.2319 5.8056 1.4770</span> +<span class="r-out co"><span class="r-pr">#></span> 312: 93.0258 -5.8920 -2.0775 -4.2659 -0.9352 0.1435 6.5573 3.5571 0.9058 3.3775 0.2033 0.2314 5.8053 1.4766</span> +<span class="r-out co"><span class="r-pr">#></span> 313: 93.0234 -5.8928 -2.0773 -4.2649 -0.9353 0.1431 6.5510 3.5573 0.9065 3.3761 0.2033 0.2309 5.8046 1.4757</span> +<span class="r-out co"><span class="r-pr">#></span> 314: 93.0237 -5.8937 -2.0771 -4.2639 -0.9355 0.1425 6.5488 3.5578 0.9074 3.3747 0.2033 0.2303 5.8029 1.4751</span> +<span class="r-out co"><span class="r-pr">#></span> 315: 93.0237 -5.8940 -2.0769 -4.2629 -0.9357 0.1420 6.5480 3.5565 0.9081 3.3730 0.2034 0.2299 5.8010 1.4746</span> +<span class="r-out co"><span class="r-pr">#></span> 316: 93.0218 -5.8936 -2.0767 -4.2617 -0.9358 0.1413 6.5424 3.5517 0.9087 3.3705 0.2034 0.2296 5.7992 1.4741</span> +<span class="r-out co"><span class="r-pr">#></span> 317: 93.0218 -5.8932 -2.0766 -4.2606 -0.9359 0.1406 6.5576 3.5474 0.9091 3.3679 0.2034 0.2292 5.7965 1.4736</span> +<span class="r-out co"><span class="r-pr">#></span> 318: 93.0215 -5.8927 -2.0765 -4.2597 -0.9361 0.1402 6.5884 3.5420 0.9096 3.3661 0.2034 0.2288 5.7960 1.4727</span> +<span class="r-out co"><span class="r-pr">#></span> 319: 93.0201 -5.8938 -2.0764 -4.2588 -0.9361 0.1397 6.6095 3.5439 0.9101 3.3642 0.2034 0.2283 5.7943 1.4719</span> +<span class="r-out co"><span class="r-pr">#></span> 320: 93.0188 -5.8926 -2.0763 -4.2579 -0.9361 0.1392 6.6170 3.5368 0.9103 3.3622 0.2034 0.2282 5.7930 1.4711</span> +<span class="r-out co"><span class="r-pr">#></span> 321: 93.0155 -5.8908 -2.0762 -4.2569 -0.9361 0.1385 6.6328 3.5268 0.9105 3.3598 0.2033 0.2282 5.7921 1.4702</span> +<span class="r-out co"><span class="r-pr">#></span> 322: 93.0133 -5.8894 -2.0760 -4.2561 -0.9360 0.1378 6.6415 3.5192 0.9110 3.3580 0.2032 0.2282 5.7903 1.4698</span> +<span class="r-out co"><span class="r-pr">#></span> 323: 93.0089 -5.8888 -2.0759 -4.2555 -0.9360 0.1372 6.6480 3.5131 0.9107 3.3563 0.2031 0.2285 5.7915 1.4691</span> +<span class="r-out co"><span class="r-pr">#></span> 324: 93.0038 -5.8881 -2.0758 -4.2547 -0.9359 0.1364 6.6639 3.5076 0.9106 3.3547 0.2029 0.2287 5.7912 1.4687</span> +<span class="r-out co"><span class="r-pr">#></span> 325: 93.0011 -5.8871 -2.0756 -4.2540 -0.9359 0.1361 6.6587 3.5005 0.9102 3.3531 0.2028 0.2289 5.7896 1.4686</span> +<span class="r-out co"><span class="r-pr">#></span> 326: 93.0033 -5.8874 -2.0755 -4.2535 -0.9360 0.1360 6.6621 3.4995 0.9098 3.3510 0.2026 0.2294 5.7883 1.4686</span> +<span class="r-out co"><span class="r-pr">#></span> 327: 93.0039 -5.8885 -2.0754 -4.2532 -0.9361 0.1359 6.6589 3.5051 0.9093 3.3497 0.2025 0.2297 5.7869 1.4687</span> +<span class="r-out co"><span class="r-pr">#></span> 328: 93.0061 -5.8896 -2.0753 -4.2529 -0.9362 0.1355 6.6671 3.5132 0.9088 3.3484 0.2024 0.2299 5.7854 1.4687</span> +<span class="r-out co"><span class="r-pr">#></span> 329: 93.0077 -5.8915 -2.0755 -4.2525 -0.9363 0.1352 6.6719 3.5255 0.9085 3.3464 0.2024 0.2301 5.7850 1.4682</span> +<span class="r-out co"><span class="r-pr">#></span> 330: 93.0061 -5.8942 -2.0757 -4.2518 -0.9365 0.1351 6.6696 3.5399 0.9083 3.3438 0.2023 0.2302 5.7840 1.4680</span> +<span class="r-out co"><span class="r-pr">#></span> 331: 93.0032 -5.8953 -2.0759 -4.2513 -0.9366 0.1348 6.6554 3.5433 0.9080 3.3411 0.2022 0.2302 5.7839 1.4677</span> +<span class="r-out co"><span class="r-pr">#></span> 332: 93.0013 -5.8956 -2.0761 -4.2507 -0.9367 0.1347 6.6298 3.5423 0.9079 3.3385 0.2021 0.2302 5.7851 1.4672</span> +<span class="r-out co"><span class="r-pr">#></span> 333: 93.0026 -5.8950 -2.0764 -4.2502 -0.9368 0.1346 6.6207 3.5365 0.9078 3.3357 0.2021 0.2303 5.7849 1.4667</span> +<span class="r-out co"><span class="r-pr">#></span> 334: 93.0019 -5.8933 -2.0767 -4.2497 -0.9369 0.1348 6.6145 3.5259 0.9077 3.3330 0.2021 0.2302 5.7856 1.4662</span> +<span class="r-out co"><span class="r-pr">#></span> 335: 93.0038 -5.8930 -2.0768 -4.2492 -0.9370 0.1348 6.6200 3.5227 0.9078 3.3307 0.2020 0.2303 5.7845 1.4654</span> +<span class="r-out co"><span class="r-pr">#></span> 336: 93.0038 -5.8923 -2.0765 -4.2488 -0.9371 0.1348 6.6316 3.5180 0.9081 3.3291 0.2019 0.2304 5.7837 1.4654</span> +<span class="r-out co"><span class="r-pr">#></span> 337: 93.0074 -5.8927 -2.0764 -4.2485 -0.9373 0.1349 6.6509 3.5187 0.9083 3.3275 0.2018 0.2304 5.7808 1.4655</span> +<span class="r-out co"><span class="r-pr">#></span> 338: 93.0117 -5.8950 -2.0761 -4.2483 -0.9377 0.1349 6.6559 3.5291 0.9087 3.3263 0.2018 0.2303 5.7770 1.4657</span> +<span class="r-out co"><span class="r-pr">#></span> 339: 93.0172 -5.8960 -2.0759 -4.2482 -0.9380 0.1349 6.6610 3.5304 0.9090 3.3260 0.2017 0.2302 5.7744 1.4657</span> +<span class="r-out co"><span class="r-pr">#></span> 340: 93.0179 -5.8977 -2.0757 -4.2481 -0.9383 0.1349 6.6583 3.5340 0.9093 3.3263 0.2017 0.2301 5.7749 1.4650</span> +<span class="r-out co"><span class="r-pr">#></span> 341: 93.0201 -5.8986 -2.0755 -4.2484 -0.9386 0.1348 6.6603 3.5337 0.9092 3.3283 0.2018 0.2300 5.7738 1.4650</span> +<span class="r-out co"><span class="r-pr">#></span> 342: 93.0245 -5.8990 -2.0752 -4.2484 -0.9389 0.1348 6.6680 3.5324 0.9093 3.3297 0.2018 0.2300 5.7727 1.4649</span> +<span class="r-out co"><span class="r-pr">#></span> 343: 93.0302 -5.9006 -2.0751 -4.2484 -0.9391 0.1347 6.6715 3.5367 0.9093 3.3313 0.2017 0.2300 5.7729 1.4645</span> +<span class="r-out co"><span class="r-pr">#></span> 344: 93.0340 -5.9026 -2.0749 -4.2484 -0.9394 0.1346 6.6793 3.5438 0.9093 3.3326 0.2017 0.2301 5.7709 1.4646</span> +<span class="r-out co"><span class="r-pr">#></span> 345: 93.0372 -5.9049 -2.0746 -4.2484 -0.9397 0.1347 6.6874 3.5515 0.9090 3.3340 0.2017 0.2301 5.7688 1.4648</span> +<span class="r-out co"><span class="r-pr">#></span> 346: 93.0372 -5.9063 -2.0743 -4.2483 -0.9399 0.1348 6.6963 3.5592 0.9090 3.3348 0.2018 0.2299 5.7680 1.4656</span> +<span class="r-out co"><span class="r-pr">#></span> 347: 93.0383 -5.9075 -2.0742 -4.2481 -0.9402 0.1350 6.7101 3.5658 0.9093 3.3353 0.2018 0.2299 5.7672 1.4649</span> +<span class="r-out co"><span class="r-pr">#></span> 348: 93.0412 -5.9084 -2.0742 -4.2479 -0.9405 0.1351 6.7183 3.5707 0.9095 3.3356 0.2019 0.2297 5.7657 1.4645</span> +<span class="r-out co"><span class="r-pr">#></span> 349: 93.0436 -5.9097 -2.0742 -4.2477 -0.9407 0.1351 6.7143 3.5783 0.9098 3.3359 0.2019 0.2295 5.7646 1.4643</span> +<span class="r-out co"><span class="r-pr">#></span> 350: 93.0476 -5.9105 -2.0742 -4.2474 -0.9409 0.1351 6.7239 3.5808 0.9100 3.3354 0.2019 0.2294 5.7628 1.4639</span> +<span class="r-out co"><span class="r-pr">#></span> 351: 93.0506 -5.9113 -2.0741 -4.2473 -0.9411 0.1352 6.7270 3.5825 0.9103 3.3356 0.2019 0.2292 5.7604 1.4637</span> +<span class="r-out co"><span class="r-pr">#></span> 352: 93.0529 -5.9127 -2.0740 -4.2471 -0.9413 0.1353 6.7312 3.5886 0.9107 3.3358 0.2019 0.2290 5.7594 1.4634</span> +<span class="r-out co"><span class="r-pr">#></span> 353: 93.0580 -5.9139 -2.0739 -4.2470 -0.9415 0.1354 6.7315 3.5922 0.9111 3.3357 0.2019 0.2288 5.7571 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 354: 93.0639 -5.9129 -2.0738 -4.2468 -0.9417 0.1354 6.7390 3.5876 0.9112 3.3356 0.2018 0.2286 5.7541 1.4642</span> +<span class="r-out co"><span class="r-pr">#></span> 355: 93.0671 -5.9131 -2.0737 -4.2467 -0.9417 0.1353 6.7348 3.5906 0.9113 3.3354 0.2017 0.2284 5.7520 1.4648</span> +<span class="r-out co"><span class="r-pr">#></span> 356: 93.0682 -5.9134 -2.0737 -4.2465 -0.9418 0.1352 6.7329 3.5962 0.9113 3.3353 0.2017 0.2283 5.7505 1.4649</span> +<span class="r-out co"><span class="r-pr">#></span> 357: 93.0698 -5.9128 -2.0738 -4.2471 -0.9418 0.1354 6.7397 3.5933 0.9115 3.3388 0.2016 0.2280 5.7512 1.4651</span> +<span class="r-out co"><span class="r-pr">#></span> 358: 93.0709 -5.9129 -2.0740 -4.2475 -0.9419 0.1355 6.7379 3.5915 0.9119 3.3416 0.2016 0.2278 5.7526 1.4644</span> +<span class="r-out co"><span class="r-pr">#></span> 359: 93.0718 -5.9128 -2.0742 -4.2478 -0.9419 0.1358 6.7428 3.5886 0.9123 3.3432 0.2015 0.2275 5.7516 1.4641</span> +<span class="r-out co"><span class="r-pr">#></span> 360: 93.0693 -5.9136 -2.0743 -4.2481 -0.9419 0.1360 6.7385 3.5930 0.9125 3.3443 0.2015 0.2272 5.7511 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 361: 93.0674 -5.9148 -2.0744 -4.2484 -0.9419 0.1361 6.7230 3.6002 0.9127 3.3458 0.2015 0.2270 5.7514 1.4634</span> +<span class="r-out co"><span class="r-pr">#></span> 362: 93.0660 -5.9168 -2.0745 -4.2486 -0.9420 0.1361 6.7313 3.6117 0.9130 3.3473 0.2014 0.2270 5.7506 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 363: 93.0635 -5.9196 -2.0746 -4.2490 -0.9421 0.1360 6.7388 3.6275 0.9132 3.3500 0.2014 0.2269 5.7493 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 364: 93.0631 -5.9210 -2.0747 -4.2497 -0.9421 0.1361 6.7383 3.6323 0.9135 3.3548 0.2015 0.2268 5.7483 1.4634</span> +<span class="r-out co"><span class="r-pr">#></span> 365: 93.0635 -5.9219 -2.0747 -4.2504 -0.9421 0.1361 6.7402 3.6341 0.9137 3.3590 0.2015 0.2268 5.7461 1.4635</span> +<span class="r-out co"><span class="r-pr">#></span> 366: 93.0640 -5.9232 -2.0746 -4.2511 -0.9422 0.1362 6.7477 3.6409 0.9142 3.3624 0.2015 0.2267 5.7451 1.4641</span> +<span class="r-out co"><span class="r-pr">#></span> 367: 93.0616 -5.9247 -2.0746 -4.2518 -0.9422 0.1364 6.7557 3.6473 0.9148 3.3653 0.2015 0.2269 5.7472 1.4640</span> +<span class="r-out co"><span class="r-pr">#></span> 368: 93.0601 -5.9247 -2.0746 -4.2522 -0.9422 0.1366 6.7632 3.6452 0.9150 3.3678 0.2015 0.2270 5.7482 1.4639</span> +<span class="r-out co"><span class="r-pr">#></span> 369: 93.0583 -5.9240 -2.0748 -4.2527 -0.9423 0.1369 6.7737 3.6395 0.9148 3.3695 0.2015 0.2273 5.7499 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 370: 93.0591 -5.9236 -2.0752 -4.2532 -0.9423 0.1373 6.7721 3.6352 0.9145 3.3718 0.2015 0.2276 5.7513 1.4636</span> +<span class="r-out co"><span class="r-pr">#></span> 371: 93.0607 -5.9235 -2.0755 -4.2540 -0.9424 0.1378 6.7682 3.6330 0.9143 3.3754 0.2015 0.2280 5.7535 1.4635</span> +<span class="r-out co"><span class="r-pr">#></span> 372: 93.0615 -5.9229 -2.0759 -4.2549 -0.9424 0.1382 6.7640 3.6288 0.9142 3.3795 0.2014 0.2284 5.7553 1.4633</span> +<span class="r-out co"><span class="r-pr">#></span> 373: 93.0612 -5.9237 -2.0763 -4.2557 -0.9424 0.1385 6.7641 3.6327 0.9140 3.3832 0.2012 0.2288 5.7570 1.4629</span> +<span class="r-out co"><span class="r-pr">#></span> 374: 93.0611 -5.9240 -2.0766 -4.2565 -0.9424 0.1389 6.7701 3.6341 0.9137 3.3872 0.2011 0.2293 5.7599 1.4625</span> +<span class="r-out co"><span class="r-pr">#></span> 375: 93.0615 -5.9247 -2.0770 -4.2573 -0.9424 0.1393 6.7729 3.6362 0.9134 3.3912 0.2009 0.2296 5.7629 1.4620</span> +<span class="r-out co"><span class="r-pr">#></span> 376: 93.0621 -5.9248 -2.0772 -4.2578 -0.9425 0.1397 6.7732 3.6371 0.9132 3.3931 0.2008 0.2298 5.7654 1.4613</span> +<span class="r-out co"><span class="r-pr">#></span> 377: 93.0622 -5.9255 -2.0774 -4.2582 -0.9426 0.1401 6.7681 3.6389 0.9130 3.3953 0.2007 0.2300 5.7678 1.4607</span> +<span class="r-out co"><span class="r-pr">#></span> 378: 93.0609 -5.9256 -2.0775 -4.2585 -0.9426 0.1402 6.7705 3.6381 0.9128 3.3972 0.2006 0.2301 5.7673 1.4602</span> +<span class="r-out co"><span class="r-pr">#></span> 379: 93.0590 -5.9262 -2.0776 -4.2589 -0.9426 0.1404 6.7777 3.6382 0.9127 3.3991 0.2005 0.2303 5.7668 1.4599</span> +<span class="r-out co"><span class="r-pr">#></span> 380: 93.0607 -5.9258 -2.0777 -4.2595 -0.9427 0.1407 6.7836 3.6350 0.9127 3.4031 0.2004 0.2305 5.7665 1.4598</span> +<span class="r-out co"><span class="r-pr">#></span> 381: 93.0617 -5.9251 -2.0777 -4.2596 -0.9427 0.1410 6.7880 3.6294 0.9125 3.4030 0.2003 0.2307 5.7651 1.4601</span> +<span class="r-out co"><span class="r-pr">#></span> 382: 93.0631 -5.9252 -2.0777 -4.2599 -0.9428 0.1413 6.7912 3.6278 0.9123 3.4038 0.2002 0.2310 5.7649 1.4606</span> +<span class="r-out co"><span class="r-pr">#></span> 383: 93.0621 -5.9253 -2.0778 -4.2602 -0.9429 0.1415 6.7834 3.6279 0.9119 3.4053 0.2000 0.2312 5.7657 1.4607</span> +<span class="r-out co"><span class="r-pr">#></span> 384: 93.0614 -5.9254 -2.0779 -4.2604 -0.9430 0.1416 6.7853 3.6280 0.9115 3.4066 0.1999 0.2313 5.7662 1.4608</span> +<span class="r-out co"><span class="r-pr">#></span> 385: 93.0613 -5.9259 -2.0780 -4.2605 -0.9430 0.1418 6.7757 3.6301 0.9112 3.4066 0.1997 0.2315 5.7678 1.4609</span> +<span class="r-out co"><span class="r-pr">#></span> 386: 93.0614 -5.9264 -2.0780 -4.2607 -0.9431 0.1418 6.7610 3.6331 0.9110 3.4073 0.1995 0.2317 5.7696 1.4612</span> +<span class="r-out co"><span class="r-pr">#></span> 387: 93.0631 -5.9276 -2.0780 -4.2610 -0.9432 0.1420 6.7595 3.6397 0.9108 3.4085 0.1993 0.2318 5.7716 1.4612</span> +<span class="r-out co"><span class="r-pr">#></span> 388: 93.0650 -5.9282 -2.0779 -4.2613 -0.9433 0.1421 6.7552 3.6445 0.9106 3.4092 0.1992 0.2318 5.7731 1.4612</span> +<span class="r-out co"><span class="r-pr">#></span> 389: 93.0644 -5.9286 -2.0779 -4.2616 -0.9434 0.1422 6.7488 3.6471 0.9104 3.4098 0.1991 0.2317 5.7724 1.4614</span> +<span class="r-out co"><span class="r-pr">#></span> 390: 93.0653 -5.9297 -2.0778 -4.2619 -0.9435 0.1423 6.7412 3.6524 0.9101 3.4103 0.1990 0.2317 5.7722 1.4615</span> +<span class="r-out co"><span class="r-pr">#></span> 391: 93.0647 -5.9297 -2.0778 -4.2623 -0.9435 0.1425 6.7508 3.6524 0.9101 3.4115 0.1989 0.2317 5.7729 1.4621</span> +<span class="r-out co"><span class="r-pr">#></span> 392: 93.0637 -5.9293 -2.0778 -4.2624 -0.9436 0.1427 6.7572 3.6498 0.9102 3.4109 0.1988 0.2317 5.7727 1.4623</span> +<span class="r-out co"><span class="r-pr">#></span> 393: 93.0657 -5.9294 -2.0778 -4.2632 -0.9436 0.1429 6.7607 3.6496 0.9104 3.4148 0.1987 0.2318 5.7719 1.4621</span> +<span class="r-out co"><span class="r-pr">#></span> 394: 93.0689 -5.9293 -2.0779 -4.2635 -0.9438 0.1431 6.7635 3.6489 0.9108 3.4141 0.1987 0.2318 5.7724 1.4623</span> +<span class="r-out co"><span class="r-pr">#></span> 395: 93.0705 -5.9295 -2.0780 -4.2640 -0.9438 0.1433 6.7753 3.6500 0.9110 3.4145 0.1986 0.2319 5.7724 1.4622</span> +<span class="r-out co"><span class="r-pr">#></span> 396: 93.0704 -5.9296 -2.0780 -4.2648 -0.9438 0.1435 6.7793 3.6511 0.9112 3.4175 0.1985 0.2319 5.7720 1.4618</span> +<span class="r-out co"><span class="r-pr">#></span> 397: 93.0715 -5.9302 -2.0781 -4.2656 -0.9438 0.1437 6.7782 3.6530 0.9114 3.4206 0.1985 0.2320 5.7706 1.4617</span> +<span class="r-out co"><span class="r-pr">#></span> 398: 93.0719 -5.9297 -2.0781 -4.2666 -0.9438 0.1439 6.7774 3.6510 0.9120 3.4258 0.1984 0.2319 5.7709 1.4616</span> +<span class="r-out co"><span class="r-pr">#></span> 399: 93.0720 -5.9296 -2.0781 -4.2678 -0.9438 0.1441 6.7819 3.6526 0.9126 3.4317 0.1984 0.2319 5.7717 1.4615</span> +<span class="r-out co"><span class="r-pr">#></span> 400: 93.0730 -5.9296 -2.0783 -4.2691 -0.9438 0.1443 6.7786 3.6538 0.9129 3.4389 0.1983 0.2319 5.7716 1.4614</span> +<span class="r-out co"><span class="r-pr">#></span> 401: 93.0728 -5.9292 -2.0783 -4.2706 -0.9437 0.1445 6.7731 3.6521 0.9133 3.4478 0.1982 0.2319 5.7701 1.4615</span> +<span class="r-out co"><span class="r-pr">#></span> 402: 93.0732 -5.9289 -2.0784 -4.2718 -0.9438 0.1447 6.7698 3.6517 0.9137 3.4542 0.1981 0.2319 5.7689 1.4618</span> +<span class="r-out co"><span class="r-pr">#></span> 403: 93.0732 -5.9301 -2.0785 -4.2730 -0.9438 0.1450 6.7640 3.6576 0.9142 3.4593 0.1980 0.2320 5.7693 1.4615</span> +<span class="r-out co"><span class="r-pr">#></span> 404: 93.0710 -5.9316 -2.0787 -4.2740 -0.9439 0.1453 6.7544 3.6647 0.9147 3.4644 0.1979 0.2320 5.7708 1.4611</span> +<span class="r-out co"><span class="r-pr">#></span> 405: 93.0687 -5.9322 -2.0788 -4.2750 -0.9440 0.1454 6.7547 3.6663 0.9153 3.4693 0.1978 0.2322 5.7714 1.4608</span> +<span class="r-out co"><span class="r-pr">#></span> 406: 93.0673 -5.9337 -2.0789 -4.2760 -0.9440 0.1456 6.7563 3.6726 0.9163 3.4742 0.1977 0.2324 5.7718 1.4603</span> +<span class="r-out co"><span class="r-pr">#></span> 407: 93.0653 -5.9345 -2.0791 -4.2769 -0.9440 0.1456 6.7601 3.6756 0.9169 3.4786 0.1976 0.2327 5.7732 1.4598</span> +<span class="r-out co"><span class="r-pr">#></span> 408: 93.0640 -5.9357 -2.0793 -4.2779 -0.9440 0.1455 6.7547 3.6821 0.9177 3.4838 0.1974 0.2329 5.7751 1.4592</span> +<span class="r-out co"><span class="r-pr">#></span> 409: 93.0646 -5.9371 -2.0795 -4.2784 -0.9440 0.1456 6.7486 3.6915 0.9184 3.4863 0.1973 0.2330 5.7766 1.4588</span> +<span class="r-out co"><span class="r-pr">#></span> 410: 93.0639 -5.9391 -2.0797 -4.2791 -0.9441 0.1457 6.7523 3.7048 0.9192 3.4889 0.1972 0.2329 5.7770 1.4582</span> +<span class="r-out co"><span class="r-pr">#></span> 411: 93.0628 -5.9401 -2.0799 -4.2799 -0.9442 0.1457 6.7529 3.7113 0.9199 3.4929 0.1972 0.2329 5.7761 1.4580</span> +<span class="r-out co"><span class="r-pr">#></span> 412: 93.0620 -5.9402 -2.0801 -4.2808 -0.9443 0.1458 6.7502 3.7099 0.9207 3.4972 0.1971 0.2328 5.7767 1.4577</span> +<span class="r-out co"><span class="r-pr">#></span> 413: 93.0628 -5.9403 -2.0804 -4.2816 -0.9443 0.1461 6.7466 3.7091 0.9214 3.5007 0.1970 0.2326 5.7771 1.4572</span> +<span class="r-out co"><span class="r-pr">#></span> 414: 93.0627 -5.9405 -2.0807 -4.2825 -0.9443 0.1463 6.7480 3.7089 0.9221 3.5048 0.1969 0.2325 5.7774 1.4567</span> +<span class="r-out co"><span class="r-pr">#></span> 415: 93.0614 -5.9402 -2.0810 -4.2836 -0.9443 0.1465 6.7474 3.7066 0.9226 3.5098 0.1969 0.2323 5.7780 1.4564</span> +<span class="r-out co"><span class="r-pr">#></span> 416: 93.0610 -5.9408 -2.0813 -4.2848 -0.9443 0.1469 6.7544 3.7116 0.9229 3.5157 0.1968 0.2321 5.7786 1.4559</span> +<span class="r-out co"><span class="r-pr">#></span> 417: 93.0601 -5.9413 -2.0815 -4.2860 -0.9443 0.1471 6.7592 3.7158 0.9234 3.5206 0.1967 0.2319 5.7793 1.4556</span> +<span class="r-out co"><span class="r-pr">#></span> 418: 93.0606 -5.9424 -2.0817 -4.2868 -0.9444 0.1473 6.7589 3.7214 0.9238 3.5237 0.1966 0.2318 5.7787 1.4553</span> +<span class="r-out co"><span class="r-pr">#></span> 419: 93.0605 -5.9433 -2.0818 -4.2877 -0.9444 0.1476 6.7641 3.7253 0.9242 3.5274 0.1965 0.2316 5.7780 1.4552</span> +<span class="r-out co"><span class="r-pr">#></span> 420: 93.0623 -5.9427 -2.0819 -4.2886 -0.9445 0.1478 6.7593 3.7216 0.9246 3.5310 0.1965 0.2314 5.7772 1.4551</span> +<span class="r-out co"><span class="r-pr">#></span> 421: 93.0630 -5.9418 -2.0819 -4.2895 -0.9445 0.1480 6.7489 3.7166 0.9250 3.5337 0.1964 0.2312 5.7764 1.4552</span> +<span class="r-out co"><span class="r-pr">#></span> 422: 93.0626 -5.9410 -2.0820 -4.2900 -0.9445 0.1482 6.7452 3.7124 0.9253 3.5350 0.1963 0.2311 5.7758 1.4549</span> +<span class="r-out co"><span class="r-pr">#></span> 423: 93.0629 -5.9407 -2.0822 -4.2906 -0.9446 0.1484 6.7409 3.7095 0.9256 3.5360 0.1963 0.2309 5.7753 1.4546</span> +<span class="r-out co"><span class="r-pr">#></span> 424: 93.0637 -5.9404 -2.0821 -4.2912 -0.9446 0.1485 6.7387 3.7073 0.9258 3.5370 0.1962 0.2308 5.7733 1.4546</span> +<span class="r-out co"><span class="r-pr">#></span> 425: 93.0625 -5.9402 -2.0821 -4.2917 -0.9447 0.1486 6.7330 3.7061 0.9258 3.5381 0.1961 0.2306 5.7722 1.4548</span> +<span class="r-out co"><span class="r-pr">#></span> 426: 93.0624 -5.9399 -2.0820 -4.2921 -0.9447 0.1487 6.7256 3.7034 0.9259 3.5387 0.1961 0.2304 5.7719 1.4545</span> +<span class="r-out co"><span class="r-pr">#></span> 427: 93.0606 -5.9397 -2.0821 -4.2925 -0.9447 0.1488 6.7139 3.7010 0.9257 3.5394 0.1961 0.2301 5.7730 1.4545</span> +<span class="r-out co"><span class="r-pr">#></span> 428: 93.0601 -5.9394 -2.0822 -4.2929 -0.9447 0.1489 6.7062 3.6984 0.9256 3.5405 0.1961 0.2298 5.7723 1.4543</span> +<span class="r-out co"><span class="r-pr">#></span> 429: 93.0615 -5.9391 -2.0821 -4.2933 -0.9447 0.1490 6.7040 3.6956 0.9254 3.5412 0.1960 0.2297 5.7714 1.4544</span> +<span class="r-out co"><span class="r-pr">#></span> 430: 93.0654 -5.9389 -2.0820 -4.2934 -0.9448 0.1491 6.7016 3.6934 0.9253 3.5412 0.1960 0.2295 5.7710 1.4546</span> +<span class="r-out co"><span class="r-pr">#></span> 431: 93.0674 -5.9392 -2.0819 -4.2936 -0.9449 0.1491 6.6946 3.6935 0.9252 3.5414 0.1960 0.2294 5.7699 1.4547</span> +<span class="r-out co"><span class="r-pr">#></span> 432: 93.0683 -5.9401 -2.0818 -4.2938 -0.9450 0.1491 6.6895 3.6960 0.9250 3.5417 0.1961 0.2292 5.7687 1.4549</span> +<span class="r-out co"><span class="r-pr">#></span> 433: 93.0693 -5.9411 -2.0815 -4.2942 -0.9451 0.1491 6.6826 3.7003 0.9254 3.5433 0.1961 0.2291 5.7679 1.4549</span> +<span class="r-out co"><span class="r-pr">#></span> 434: 93.0720 -5.9410 -2.0813 -4.2945 -0.9452 0.1491 6.6842 3.6998 0.9258 3.5440 0.1960 0.2290 5.7662 1.4548</span> +<span class="r-out co"><span class="r-pr">#></span> 435: 93.0735 -5.9417 -2.0811 -4.2947 -0.9453 0.1490 6.6907 3.7029 0.9261 3.5446 0.1960 0.2290 5.7651 1.4548</span> +<span class="r-out co"><span class="r-pr">#></span> 436: 93.0752 -5.9430 -2.0809 -4.2949 -0.9454 0.1489 6.6939 3.7083 0.9266 3.5459 0.1959 0.2290 5.7638 1.4547</span> +<span class="r-out co"><span class="r-pr">#></span> 437: 93.0774 -5.9442 -2.0807 -4.2952 -0.9455 0.1487 6.7016 3.7147 0.9270 3.5474 0.1960 0.2290 5.7624 1.4550</span> +<span class="r-out co"><span class="r-pr">#></span> 438: 93.0795 -5.9453 -2.0805 -4.2954 -0.9456 0.1485 6.7089 3.7212 0.9275 3.5491 0.1959 0.2291 5.7614 1.4551</span> +<span class="r-out co"><span class="r-pr">#></span> 439: 93.0816 -5.9467 -2.0802 -4.2956 -0.9457 0.1484 6.7230 3.7291 0.9281 3.5503 0.1959 0.2293 5.7616 1.4551</span> +<span class="r-out co"><span class="r-pr">#></span> 440: 93.0834 -5.9475 -2.0800 -4.2957 -0.9458 0.1480 6.7306 3.7340 0.9287 3.5512 0.1960 0.2295 5.7631 1.4551</span> +<span class="r-out co"><span class="r-pr">#></span> 441: 93.0855 -5.9480 -2.0797 -4.2961 -0.9459 0.1478 6.7436 3.7373 0.9292 3.5534 0.1960 0.2299 5.7642 1.4553</span> +<span class="r-out co"><span class="r-pr">#></span> 442: 93.0885 -5.9488 -2.0793 -4.2963 -0.9460 0.1474 6.7533 3.7419 0.9297 3.5546 0.1960 0.2304 5.7630 1.4554</span> +<span class="r-out co"><span class="r-pr">#></span> 443: 93.0907 -5.9497 -2.0789 -4.2967 -0.9461 0.1471 6.7641 3.7469 0.9304 3.5570 0.1960 0.2308 5.7616 1.4554</span> +<span class="r-out co"><span class="r-pr">#></span> 444: 93.0905 -5.9504 -2.0785 -4.2972 -0.9462 0.1467 6.7570 3.7486 0.9312 3.5601 0.1960 0.2311 5.7604 1.4553</span> +<span class="r-out co"><span class="r-pr">#></span> 445: 93.0903 -5.9515 -2.0782 -4.2977 -0.9462 0.1462 6.7547 3.7543 0.9319 3.5635 0.1960 0.2314 5.7595 1.4550</span> +<span class="r-out co"><span class="r-pr">#></span> 446: 93.0902 -5.9530 -2.0778 -4.2982 -0.9462 0.1459 6.7562 3.7615 0.9325 3.5664 0.1960 0.2316 5.7580 1.4548</span> +<span class="r-out co"><span class="r-pr">#></span> 447: 93.0905 -5.9541 -2.0775 -4.2990 -0.9463 0.1455 6.7639 3.7668 0.9333 3.5719 0.1960 0.2318 5.7574 1.4543</span> +<span class="r-out co"><span class="r-pr">#></span> 448: 93.0912 -5.9555 -2.0772 -4.2999 -0.9463 0.1452 6.7671 3.7736 0.9340 3.5783 0.1960 0.2322 5.7572 1.4540</span> +<span class="r-out co"><span class="r-pr">#></span> 449: 93.0918 -5.9570 -2.0769 -4.3004 -0.9464 0.1448 6.7824 3.7802 0.9345 3.5809 0.1960 0.2326 5.7561 1.4537</span> +<span class="r-out co"><span class="r-pr">#></span> 450: 93.0901 -5.9579 -2.0766 -4.3011 -0.9464 0.1444 6.7866 3.7829 0.9351 3.5853 0.1959 0.2329 5.7551 1.4536</span> +<span class="r-out co"><span class="r-pr">#></span> 451: 93.0899 -5.9594 -2.0763 -4.3016 -0.9465 0.1439 6.7875 3.7896 0.9356 3.5888 0.1959 0.2332 5.7550 1.4537</span> +<span class="r-out co"><span class="r-pr">#></span> 452: 93.0902 -5.9603 -2.0759 -4.3023 -0.9465 0.1435 6.7953 3.7926 0.9363 3.5927 0.1958 0.2335 5.7537 1.4538</span> +<span class="r-out co"><span class="r-pr">#></span> 453: 93.0906 -5.9615 -2.0755 -4.3026 -0.9465 0.1430 6.7996 3.7982 0.9372 3.5950 0.1958 0.2338 5.7531 1.4539</span> +<span class="r-out co"><span class="r-pr">#></span> 454: 93.0909 -5.9614 -2.0751 -4.3029 -0.9465 0.1425 6.8016 3.7969 0.9381 3.5976 0.1958 0.2340 5.7532 1.4540</span> +<span class="r-out co"><span class="r-pr">#></span> 455: 93.0909 -5.9610 -2.0749 -4.3035 -0.9464 0.1420 6.8022 3.7940 0.9391 3.6022 0.1957 0.2342 5.7532 1.4539</span> +<span class="r-out co"><span class="r-pr">#></span> 456: 93.0916 -5.9600 -2.0746 -4.3045 -0.9463 0.1416 6.7942 3.7893 0.9398 3.6104 0.1957 0.2344 5.7540 1.4537</span> +<span class="r-out co"><span class="r-pr">#></span> 457: 93.0905 -5.9595 -2.0744 -4.3058 -0.9463 0.1411 6.7931 3.7866 0.9407 3.6210 0.1956 0.2345 5.7551 1.4534</span> +<span class="r-out co"><span class="r-pr">#></span> 458: 93.0905 -5.9597 -2.0742 -4.3071 -0.9462 0.1407 6.7877 3.7882 0.9416 3.6327 0.1955 0.2347 5.7566 1.4532</span> +<span class="r-out co"><span class="r-pr">#></span> 459: 93.0895 -5.9598 -2.0741 -4.3078 -0.9461 0.1402 6.7884 3.7889 0.9425 3.6383 0.1955 0.2349 5.7601 1.4527</span> +<span class="r-out co"><span class="r-pr">#></span> 460: 93.0871 -5.9602 -2.0741 -4.3086 -0.9460 0.1398 6.7889 3.7912 0.9434 3.6439 0.1954 0.2350 5.7619 1.4522</span> +<span class="r-out co"><span class="r-pr">#></span> 461: 93.0854 -5.9613 -2.0739 -4.3091 -0.9459 0.1393 6.7813 3.7973 0.9440 3.6481 0.1953 0.2351 5.7620 1.4520</span> +<span class="r-out co"><span class="r-pr">#></span> 462: 93.0838 -5.9623 -2.0737 -4.3093 -0.9458 0.1388 6.7791 3.8037 0.9445 3.6498 0.1953 0.2353 5.7616 1.4518</span> +<span class="r-out co"><span class="r-pr">#></span> 463: 93.0816 -5.9629 -2.0734 -4.3095 -0.9457 0.1384 6.7733 3.8070 0.9451 3.6508 0.1952 0.2355 5.7626 1.4519</span> +<span class="r-out co"><span class="r-pr">#></span> 464: 93.0792 -5.9631 -2.0731 -4.3095 -0.9457 0.1379 6.7697 3.8081 0.9460 3.6507 0.1951 0.2358 5.7638 1.4518</span> +<span class="r-out co"><span class="r-pr">#></span> 465: 93.0775 -5.9633 -2.0728 -4.3095 -0.9456 0.1374 6.7717 3.8095 0.9466 3.6506 0.1950 0.2361 5.7647 1.4519</span> +<span class="r-out co"><span class="r-pr">#></span> 466: 93.0774 -5.9640 -2.0725 -4.3097 -0.9455 0.1368 6.7686 3.8141 0.9473 3.6516 0.1949 0.2363 5.7662 1.4516</span> +<span class="r-out co"><span class="r-pr">#></span> 467: 93.0773 -5.9646 -2.0722 -4.3100 -0.9454 0.1364 6.7668 3.8172 0.9480 3.6535 0.1948 0.2366 5.7671 1.4516</span> +<span class="r-out co"><span class="r-pr">#></span> 468: 93.0777 -5.9653 -2.0719 -4.3106 -0.9453 0.1358 6.7648 3.8226 0.9487 3.6566 0.1947 0.2371 5.7681 1.4514</span> +<span class="r-out co"><span class="r-pr">#></span> 469: 93.0778 -5.9657 -2.0717 -4.3112 -0.9453 0.1353 6.7617 3.8253 0.9495 3.6588 0.1947 0.2375 5.7686 1.4510</span> +<span class="r-out co"><span class="r-pr">#></span> 470: 93.0769 -5.9663 -2.0715 -4.3117 -0.9452 0.1347 6.7650 3.8278 0.9503 3.6613 0.1947 0.2379 5.7688 1.4506</span> +<span class="r-out co"><span class="r-pr">#></span> 471: 93.0749 -5.9664 -2.0714 -4.3123 -0.9451 0.1342 6.7708 3.8280 0.9510 3.6643 0.1947 0.2383 5.7699 1.4505</span> +<span class="r-out co"><span class="r-pr">#></span> 472: 93.0721 -5.9668 -2.0713 -4.3127 -0.9450 0.1337 6.7756 3.8284 0.9517 3.6665 0.1947 0.2386 5.7710 1.4501</span> +<span class="r-out co"><span class="r-pr">#></span> 473: 93.0696 -5.9670 -2.0713 -4.3133 -0.9449 0.1333 6.7784 3.8280 0.9522 3.6698 0.1947 0.2388 5.7716 1.4498</span> +<span class="r-out co"><span class="r-pr">#></span> 474: 93.0674 -5.9673 -2.0714 -4.3138 -0.9448 0.1329 6.7761 3.8281 0.9527 3.6731 0.1947 0.2390 5.7729 1.4496</span> +<span class="r-out co"><span class="r-pr">#></span> 475: 93.0655 -5.9679 -2.0714 -4.3143 -0.9447 0.1324 6.7779 3.8302 0.9531 3.6762 0.1947 0.2391 5.7743 1.4493</span> +<span class="r-out co"><span class="r-pr">#></span> 476: 93.0643 -5.9682 -2.0713 -4.3144 -0.9447 0.1321 6.7776 3.8314 0.9536 3.6768 0.1946 0.2391 5.7762 1.4492</span> +<span class="r-out co"><span class="r-pr">#></span> 477: 93.0631 -5.9684 -2.0714 -4.3146 -0.9446 0.1317 6.7725 3.8326 0.9540 3.6787 0.1945 0.2392 5.7768 1.4492</span> +<span class="r-out co"><span class="r-pr">#></span> 478: 93.0630 -5.9693 -2.0715 -4.3148 -0.9447 0.1314 6.7626 3.8365 0.9543 3.6788 0.1944 0.2395 5.7785 1.4492</span> +<span class="r-out co"><span class="r-pr">#></span> 479: 93.0634 -5.9710 -2.0714 -4.3148 -0.9447 0.1310 6.7499 3.8462 0.9547 3.6778 0.1943 0.2399 5.7798 1.4490</span> +<span class="r-out co"><span class="r-pr">#></span> 480: 93.0651 -5.9732 -2.0715 -4.3147 -0.9447 0.1307 6.7463 3.8616 0.9548 3.6770 0.1943 0.2403 5.7810 1.4488</span> +<span class="r-out co"><span class="r-pr">#></span> 481: 93.0664 -5.9747 -2.0715 -4.3149 -0.9447 0.1304 6.7442 3.8722 0.9550 3.6780 0.1941 0.2409 5.7811 1.4487</span> +<span class="r-out co"><span class="r-pr">#></span> 482: 93.0647 -5.9762 -2.0714 -4.3151 -0.9447 0.1300 6.7389 3.8834 0.9554 3.6784 0.1941 0.2414 5.7816 1.4484</span> +<span class="r-out co"><span class="r-pr">#></span> 483: 93.0628 -5.9778 -2.0714 -4.3153 -0.9447 0.1295 6.7352 3.8943 0.9557 3.6783 0.1940 0.2419 5.7820 1.4483</span> +<span class="r-out co"><span class="r-pr">#></span> 484: 93.0614 -5.9787 -2.0715 -4.3153 -0.9447 0.1291 6.7314 3.8999 0.9559 3.6774 0.1939 0.2424 5.7819 1.4481</span> +<span class="r-out co"><span class="r-pr">#></span> 485: 93.0593 -5.9789 -2.0715 -4.3153 -0.9447 0.1288 6.7293 3.9007 0.9561 3.6765 0.1938 0.2430 5.7815 1.4480</span> +<span class="r-out co"><span class="r-pr">#></span> 486: 93.0575 -5.9793 -2.0716 -4.3152 -0.9447 0.1284 6.7331 3.9021 0.9563 3.6753 0.1938 0.2434 5.7806 1.4480</span> +<span class="r-out co"><span class="r-pr">#></span> 487: 93.0555 -5.9796 -2.0716 -4.3152 -0.9447 0.1281 6.7342 3.9036 0.9566 3.6741 0.1937 0.2439 5.7805 1.4479</span> +<span class="r-out co"><span class="r-pr">#></span> 488: 93.0545 -5.9795 -2.0716 -4.3152 -0.9447 0.1277 6.7365 3.9024 0.9569 3.6729 0.1937 0.2444 5.7795 1.4480</span> +<span class="r-out co"><span class="r-pr">#></span> 489: 93.0550 -5.9800 -2.0716 -4.3152 -0.9447 0.1274 6.7336 3.9046 0.9571 3.6719 0.1937 0.2448 5.7778 1.4481</span> +<span class="r-out co"><span class="r-pr">#></span> 490: 93.0571 -5.9793 -2.0715 -4.3152 -0.9447 0.1272 6.7331 3.9009 0.9573 3.6704 0.1936 0.2450 5.7767 1.4484</span> +<span class="r-out co"><span class="r-pr">#></span> 491: 93.0584 -5.9787 -2.0714 -4.3151 -0.9447 0.1270 6.7280 3.8980 0.9575 3.6688 0.1936 0.2452 5.7764 1.4487</span> +<span class="r-out co"><span class="r-pr">#></span> 492: 93.0589 -5.9786 -2.0714 -4.3150 -0.9447 0.1267 6.7264 3.8971 0.9578 3.6675 0.1936 0.2455 5.7759 1.4489</span> +<span class="r-out co"><span class="r-pr">#></span> 493: 93.0593 -5.9790 -2.0711 -4.3149 -0.9447 0.1265 6.7273 3.8982 0.9584 3.6660 0.1935 0.2456 5.7759 1.4490</span> +<span class="r-out co"><span class="r-pr">#></span> 494: 93.0594 -5.9805 -2.0710 -4.3149 -0.9448 0.1263 6.7291 3.9066 0.9590 3.6650 0.1935 0.2457 5.7758 1.4489</span> +<span class="r-out co"><span class="r-pr">#></span> 495: 93.0596 -5.9816 -2.0709 -4.3148 -0.9448 0.1261 6.7281 3.9123 0.9593 3.6639 0.1936 0.2459 5.7745 1.4490</span> +<span class="r-out co"><span class="r-pr">#></span> 496: 93.0590 -5.9829 -2.0707 -4.3148 -0.9448 0.1259 6.7319 3.9227 0.9597 3.6628 0.1936 0.2461 5.7740 1.4491</span> +<span class="r-out co"><span class="r-pr">#></span> 497: 93.0580 -5.9842 -2.0706 -4.3148 -0.9448 0.1257 6.7388 3.9326 0.9600 3.6623 0.1936 0.2463 5.7732 1.4492</span> +<span class="r-out co"><span class="r-pr">#></span> 498: 93.0578 -5.9848 -2.0705 -4.3148 -0.9448 0.1255 6.7447 3.9368 0.9605 3.6618 0.1936 0.2464 5.7726 1.4494</span> +<span class="r-out co"><span class="r-pr">#></span> 499: 93.0568 -5.9843 -2.0704 -4.3147 -0.9447 0.1253 6.7475 3.9341 0.9609 3.6612 0.1937 0.2467 5.7718 1.4495</span> +<span class="r-out co"><span class="r-pr">#></span> 500: 93.0563 -5.9831 -2.0703 -4.3147 -0.9447 0.1251 6.7500 3.9292 0.9614 3.6607 0.1937 0.2469 5.7712 1.4496</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_focei_obs</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_obs</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_k2 | g_qlogis |sigma_parent | sigma_A1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o1 | o2 | o3 | o4 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o5 | o6 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 488.98943 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.98943 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.98943</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | -27.68 | 2.403 | -0.1248 | -0.3242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3705 | 0.07384 | -31.92 | -15.13 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 14.74 | 13.03 | -12.01 | -2.072 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 5.553 | -10.09 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 1205.4696 | 1.534 | -1.046 | -0.9091 | -0.9266 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9745 | -0.8897 | -0.2358 | -0.5780 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.162 | -1.126 | -0.6367 | -0.8323 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.9817 | -0.6738 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 1205.4696 | 142.6 | -5.346 | -0.9477 | -1.994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.393 | 0.1897 | 2.616 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5160 | 0.6557 | 1.444 | 1.015 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7709 | 1.387 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 1205.4696</span> | 142.6 | 0.004766 | 0.2793 | 0.1362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01237 | 0.5473 | 2.616 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5160 | 0.6557 | 1.444 | 1.015 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7709 | 1.387 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 510.70816 | 1.053 | -1.005 | -0.9113 | -0.9322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9810 | -0.8884 | -0.7899 | -0.8406 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9059 | -0.8995 | -0.8452 | -0.8683 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8853 | -0.8491 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 510.70816 | 97.96 | -5.305 | -0.9498 | -1.999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.399 | 0.1900 | 2.062 | 1.116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7005 | 0.8538 | 1.199 | 0.9804 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8541 | 1.184 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 510.70816</span> | 97.96 | 0.004969 | 0.2789 | 0.1354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01229 | 0.5474 | 2.062 | 1.116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7005 | 0.8538 | 1.199 | 0.9804 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8541 | 1.184 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 494.11470 | 1.005 | -1.000 | -0.9115 | -0.9328 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9816 | -0.8883 | -0.8453 | -0.8669 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8803 | -0.8769 | -0.8660 | -0.8719 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8757 | -0.8666 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.1147 | 93.50 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.006 | 1.102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7190 | 0.8736 | 1.175 | 0.9768 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8624 | 1.163 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.1147</span> | 93.50 | 0.004989 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.006 | 1.102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7190 | 0.8736 | 1.175 | 0.9768 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8624 | 1.163 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 494.35784 | 1.001 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8509 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8778 | -0.8746 | -0.8681 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8747 | -0.8683 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.35784 | 93.05 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.001 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7208 | 0.8755 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8632 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.35784</span> | 93.05 | 0.004991 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.001 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7208 | 0.8755 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8632 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 494.40319 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8514 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8744 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40319 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8757 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40319</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8757 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 494.40793 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8744 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40793 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40793</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 494.40830 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.4083 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.4083</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 494.40832 | 1.000 | -1.000 | -0.9115 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9817 | -0.8883 | -0.8515 | -0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8775 | -0.8743 | -0.8683 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8746 | -0.8685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.40832 | 93.00 | -5.300 | -0.9500 | -2.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.400 | 0.1900 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.40832</span> | 93.00 | 0.004992 | 0.2789 | 0.1353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01228 | 0.5474 | 2.000 | 1.100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7210 | 0.8758 | 1.172 | 0.9765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># Identical two-component error for all variables is only possible with</span></span> +<span class="r-in"><span class="co"># est = 'focei' in nlmixr</span></span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_focei_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_beta | sigma_low | rsd_high | o1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o2 | o3 | o4 | o5 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 500.20030 | 1.000 | -1.000 | -0.9113 | -0.8944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8678 | -0.8916 | -0.8767 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8743 | -0.8675 | -0.8704 | -0.8704 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 500.2003 | 93.00 | -5.300 | -0.9400 | -0.1100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.200 | 0.03000 | 0.7598 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8758 | 1.214 | 1.068 | 1.071 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 500.2003</span> | 93.00 | 0.004992 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.200 | 0.03000 | 0.7598 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8758 | 1.214 | 1.068 | 1.071 |</span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | 48.88 | 2.383 | 0.1231 | 0.1986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1571 | -64.31 | -21.89 | 0.6250 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 11.41 | -12.48 | -9.903 | -10.91 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 2909.4393 | 0.4361 | -1.027 | -0.9127 | -0.8967 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8472 | -0.1258 | -0.6390 | -0.8839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.7235 | -0.7562 | -0.7445 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 2909.4393 | 40.56 | -5.327 | -0.9413 | -0.1123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.298 | 1.645 | 0.03379 | 0.7544 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7605 | 1.389 | 1.189 | 1.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 2909.4393</span> | 40.56 | 0.004856 | 0.2806 | 0.8938 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.956 | 1.645 | 0.03379 | 0.7544 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7605 | 1.389 | 1.189 | 1.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 515.24373 | 0.9436 | -1.003 | -0.9114 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8456 | -0.7936 | -0.8663 | -0.8774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8875 | -0.8531 | -0.8590 | -0.8578 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 515.24373 | 87.76 | -5.303 | -0.9401 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.245 | 0.03038 | 0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8642 | 1.232 | 1.080 | 1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 515.24373</span> | 87.76 | 0.004978 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.972 | 1.245 | 0.03038 | 0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8642 | 1.232 | 1.080 | 1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 499.40695 | 0.9897 | -1.001 | -0.9113 | -0.8944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8542 | -0.8869 | -0.8768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8768 | -0.8648 | -0.8684 | -0.8681 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 499.40695 | 92.04 | -5.301 | -0.9400 | -0.1100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.208 | 0.03007 | 0.7597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8737 | 1.217 | 1.070 | 1.073 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 499.40695</span> | 92.04 | 0.004989 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.208 | 0.03007 | 0.7597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8737 | 1.217 | 1.070 | 1.073 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -99.71 | 2.245 | -0.1707 | 0.1202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1546 | -61.69 | -22.54 | 1.475 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.677 | -11.72 | -9.584 | -10.53 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 498.17135 | 1.001 | -1.001 | -0.9113 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8410 | -0.8822 | -0.8771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8786 | -0.8623 | -0.8663 | -0.8658 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 498.17135 | 93.06 | -5.301 | -0.9400 | -0.1101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.216 | 0.03014 | 0.7595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8720 | 1.221 | 1.072 | 1.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 498.17135</span> | 93.06 | 0.004987 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.216 | 0.03014 | 0.7595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8720 | 1.221 | 1.072 | 1.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 55.25 | 2.349 | 0.1359 | 0.2180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1993 | -60.48 | -20.28 | 1.106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.662 | -11.74 | -9.501 | -10.55 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 497.33758 | 0.9906 | -1.002 | -0.9113 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8273 | -0.8776 | -0.8773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8808 | -0.8596 | -0.8642 | -0.8634 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 497.33758 | 92.12 | -5.302 | -0.9400 | -0.1101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.224 | 0.03021 | 0.7594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8701 | 1.224 | 1.074 | 1.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 497.33758</span> | 92.12 | 0.004984 | 0.2809 | 0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.224 | 0.03021 | 0.7594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8701 | 1.224 | 1.074 | 1.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -88.13 | 2.220 | -0.1371 | 0.1382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1101 | -57.44 | -20.90 | 1.111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.358 | -11.52 | -9.371 | -10.34 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 496.20963 | 1.001 | -1.002 | -0.9113 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8137 | -0.8728 | -0.8776 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8827 | -0.8569 | -0.8620 | -0.8610 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 496.20963 | 93.07 | -5.302 | -0.9400 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.232 | 0.03028 | 0.7592 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8684 | 1.227 | 1.077 | 1.081 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 496.20963</span> | 93.07 | 0.004981 | 0.2809 | 0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.232 | 0.03028 | 0.7592 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8684 | 1.227 | 1.077 | 1.081 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 55.31 | 2.316 | 0.1573 | 0.2363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2327 | -56.27 | -18.79 | 0.9054 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.277 | -11.53 | -9.283 | -10.35 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 495.35926 | 0.9914 | -1.003 | -0.9113 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7996 | -0.8680 | -0.8778 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8850 | -0.8541 | -0.8597 | -0.8584 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.35926 | 92.20 | -5.303 | -0.9401 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.241 | 0.03035 | 0.7590 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8664 | 1.231 | 1.079 | 1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.35926</span> | 92.20 | 0.004979 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.241 | 0.03035 | 0.7590 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8664 | 1.231 | 1.079 | 1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -77.78 | 2.194 | -0.1077 | 0.1552 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06714 | -52.97 | -19.27 | 0.8916 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.037 | -11.29 | -9.130 | -10.15 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 494.33654 | 1.001 | -1.003 | -0.9113 | -0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7857 | -0.8631 | -0.8780 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8870 | -0.8511 | -0.8573 | -0.8558 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.33654 | 93.09 | -5.303 | -0.9400 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.249 | 0.03043 | 0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8647 | 1.234 | 1.082 | 1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.33654</span> | 93.09 | 0.004976 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.249 | 0.03043 | 0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8647 | 1.234 | 1.082 | 1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 55.95 | 2.282 | 0.1850 | 0.2507 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2656 | -51.81 | -17.28 | 0.8212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.543 | -11.27 | -9.029 | -10.13 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 493.47922 | 0.9922 | -1.004 | -0.9114 | -0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7714 | -0.8582 | -0.8782 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8891 | -0.8480 | -0.8548 | -0.8530 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 493.47922 | 92.28 | -5.304 | -0.9401 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.258 | 0.03050 | 0.7587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8629 | 1.238 | 1.084 | 1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 493.47922</span> | 92.28 | 0.004973 | 0.2809 | 0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.258 | 0.03050 | 0.7587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8629 | 1.238 | 1.084 | 1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -67.18 | 2.173 | -0.07166 | 0.1818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.01313 | -49.19 | -17.69 | 0.7047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.114 | -11.03 | -8.882 | -9.923 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 492.53845 | 1.001 | -1.004 | -0.9114 | -0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8456 | -0.7572 | -0.8532 | -0.8784 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8914 | -0.8448 | -0.8522 | -0.8501 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 492.53845 | 93.09 | -5.304 | -0.9401 | -0.1104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.266 | 0.03057 | 0.7585 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8608 | 1.242 | 1.087 | 1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 492.53845</span> | 93.09 | 0.004969 | 0.2809 | 0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.972 | 1.266 | 0.03057 | 0.7585 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8608 | 1.242 | 1.087 | 1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 53.38 | 2.243 | 0.1941 | 0.2566 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2879 | -47.96 | -15.83 | 0.7595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.537 | -10.98 | -8.771 | -9.890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 491.72645 | 0.9926 | -1.005 | -0.9114 | -0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8456 | -0.7429 | -0.8484 | -0.8786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8941 | -0.8415 | -0.8496 | -0.8471 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.72645 | 92.31 | -5.305 | -0.9401 | -0.1105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.275 | 0.03065 | 0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8584 | 1.246 | 1.090 | 1.096 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.72645</span> | 92.31 | 0.004966 | 0.2809 | 0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.972 | 1.275 | 0.03065 | 0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8584 | 1.246 | 1.090 | 1.096 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -63.56 | 2.131 | -0.05387 | 0.1833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.0009134 | -45.55 | -16.30 | 0.3872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.447 | -10.76 | -8.612 | -9.684 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 490.83850 | 1.001 | -1.006 | -0.9114 | -0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8457 | -0.7286 | -0.8435 | -0.8787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8974 | -0.8380 | -0.8468 | -0.8440 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.8385 | 93.07 | -5.306 | -0.9401 | -0.1105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.283 | 0.03072 | 0.7583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8556 | 1.250 | 1.093 | 1.099 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.8385</span> | 93.07 | 0.004963 | 0.2809 | 0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.971 | 1.283 | 0.03072 | 0.7583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8556 | 1.250 | 1.093 | 1.099 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 49.01 | 2.198 | 0.2057 | 0.2666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3102 | -44.06 | -14.52 | 0.5614 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.039 | -10.72 | -8.482 | -9.628 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 490.09324 | 0.9928 | -1.007 | -0.9115 | -0.8950 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8458 | -0.7143 | -0.8387 | -0.8788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9004 | -0.8343 | -0.8439 | -0.8407 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.09324 | 92.33 | -5.307 | -0.9402 | -0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.292 | 0.03079 | 0.7582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8529 | 1.254 | 1.096 | 1.103 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.09324</span> | 92.33 | 0.004959 | 0.2809 | 0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.970 | 1.292 | 0.03079 | 0.7582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8529 | 1.254 | 1.096 | 1.103 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -62.13 | 2.095 | -0.03472 | 0.1999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03562 | -41.55 | -14.84 | 0.5236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.264 | -10.46 | -8.310 | -9.412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 489.25271 | 1.001 | -1.007 | -0.9115 | -0.8951 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8458 | -0.7001 | -0.8338 | -0.8789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9032 | -0.8304 | -0.8408 | -0.8372 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 489.25271 | 93.06 | -5.307 | -0.9402 | -0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.301 | 0.03087 | 0.7581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8505 | 1.259 | 1.099 | 1.107 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 489.25271</span> | 93.06 | 0.004955 | 0.2809 | 0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.970 | 1.301 | 0.03087 | 0.7581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8505 | 1.259 | 1.099 | 1.107 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 44.98 | 2.155 | 0.2191 | 0.2769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3339 | -40.42 | -13.24 | 0.4473 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.595 | -10.35 | -8.165 | -9.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 488.54089 | 0.9934 | -1.008 | -0.9116 | -0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8459 | -0.6857 | -0.8290 | -0.8790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9061 | -0.8262 | -0.8376 | -0.8335 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.54089 | 92.38 | -5.308 | -0.9403 | -0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.299 | 1.309 | 0.03094 | 0.7581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8479 | 1.264 | 1.103 | 1.111 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.54089</span> | 92.38 | 0.004951 | 0.2808 | 0.8951 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.968 | 1.309 | 0.03094 | 0.7581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8479 | 1.264 | 1.103 | 1.111 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -55.81 | 2.061 | -0.02096 | 0.2050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07367 | -38.08 | -13.50 | 0.4111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 6.904 | -10.08 | -7.981 | -9.106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 487.77387 | 1.001 | -1.009 | -0.9116 | -0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8461 | -0.6716 | -0.8243 | -0.8791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9092 | -0.8218 | -0.8341 | -0.8294 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.77387 | 93.07 | -5.309 | -0.9403 | -0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.299 | 1.318 | 0.03101 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8453 | 1.270 | 1.106 | 1.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.77387</span> | 93.07 | 0.004946 | 0.2808 | 0.8950 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.967 | 1.318 | 0.03101 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8453 | 1.270 | 1.106 | 1.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 43.45 | 2.114 | 0.2402 | 0.2940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3672 | -36.87 | -12.03 | 0.3081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.143 | -10.02 | -7.799 | -9.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 487.09815 | 0.9939 | -1.010 | -0.9118 | -0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8463 | -0.6575 | -0.8197 | -0.8791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9124 | -0.8169 | -0.8304 | -0.8251 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.09815 | 92.43 | -5.310 | -0.9404 | -0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.299 | 1.326 | 0.03108 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8425 | 1.276 | 1.110 | 1.120 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.09815</span> | 92.43 | 0.004941 | 0.2808 | 0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.965 | 1.326 | 0.03108 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8425 | 1.276 | 1.110 | 1.120 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -50.03 | 2.024 | 0.005993 | 0.2193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1119 | -34.69 | -12.26 | 0.2072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 6.453 | -9.722 | -7.597 | -8.758 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 486.39882 | 1.001 | -1.011 | -0.9119 | -0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8465 | -0.6438 | -0.8151 | -0.8789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9156 | -0.8116 | -0.8264 | -0.8203 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 486.39882 | 93.07 | -5.311 | -0.9405 | -0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.299 | 1.334 | 0.03115 | 0.7582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8396 | 1.282 | 1.114 | 1.125 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 486.39882</span> | 93.07 | 0.004935 | 0.2808 | 0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.963 | 1.334 | 0.03115 | 0.7582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8396 | 1.282 | 1.114 | 1.125 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 41.24 | 2.069 | 0.2581 | 0.3038 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3965 | -33.71 | -10.93 | 0.1523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.279 | -9.597 | -7.397 | -8.617 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 485.77269 | 0.9943 | -1.013 | -0.9120 | -0.8959 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8467 | -0.6301 | -0.8107 | -0.8786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9175 | -0.8058 | -0.8222 | -0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.77269 | 92.47 | -5.313 | -0.9407 | -0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.299 | 1.343 | 0.03121 | 0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8380 | 1.289 | 1.119 | 1.130 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.77269</span> | 92.47 | 0.004928 | 0.2808 | 0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.960 | 1.343 | 0.03121 | 0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8380 | 1.289 | 1.119 | 1.130 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -45.38 | 1.992 | 0.03513 | 0.2356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1513 | -31.62 | -11.12 | 0.08802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 6.113 | -9.278 | -7.167 | -8.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 485.13787 | 1.001 | -1.014 | -0.9122 | -0.8962 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8471 | -0.6169 | -0.8065 | -0.8780 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9196 | -0.7993 | -0.8176 | -0.8094 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.13787 | 93.06 | -5.314 | -0.9409 | -0.1118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.298 | 1.351 | 0.03128 | 0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8361 | 1.297 | 1.124 | 1.136 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.13787</span> | 93.06 | 0.004921 | 0.2807 | 0.8942 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.957 | 1.351 | 0.03128 | 0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8361 | 1.297 | 1.124 | 1.136 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 37.95 | 2.033 | 0.2726 | 0.3147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4223 | -30.68 | -9.906 | 0.05100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.975 | -9.039 | -6.928 | -8.144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 484.56781 | 0.9947 | -1.016 | -0.9125 | -0.8965 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8476 | -0.6040 | -0.8026 | -0.8774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9219 | -0.7925 | -0.8127 | -0.8032 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.56781 | 92.51 | -5.316 | -0.9411 | -0.1121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.298 | 1.358 | 0.03133 | 0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8341 | 1.305 | 1.129 | 1.143 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.56781</span> | 92.51 | 0.004912 | 0.2807 | 0.8939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.952 | 1.358 | 0.03133 | 0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8341 | 1.305 | 1.129 | 1.143 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -42.28 | 1.959 | 0.05438 | 0.2483 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1829 | -28.95 | -10.12 | -0.04344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.379 | -8.677 | -6.653 | -7.817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 484.00832 | 1.000 | -1.018 | -0.9128 | -0.8970 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8481 | -0.5915 | -0.7988 | -0.8764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9214 | -0.7852 | -0.8076 | -0.7966 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.00832 | 93.05 | -5.318 | -0.9414 | -0.1125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.297 | 1.366 | 0.03139 | 0.7601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8346 | 1.314 | 1.135 | 1.150 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.00832</span> | 93.05 | 0.004901 | 0.2806 | 0.8936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.947 | 1.366 | 0.03139 | 0.7601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8346 | 1.314 | 1.135 | 1.150 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 34.54 | 2.001 | 0.2786 | 0.3182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4381 | -28.02 | -9.026 | -0.09975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 6.146 | -8.496 | -6.417 | -7.602 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 483.48726 | 0.9952 | -1.021 | -0.9132 | -0.8975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8489 | -0.5798 | -0.7955 | -0.8750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9256 | -0.7775 | -0.8025 | -0.7898 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.48726 | 92.55 | -5.321 | -0.9418 | -0.1131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.296 | 1.373 | 0.03144 | 0.7611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8309 | 1.323 | 1.140 | 1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.48726</span> | 92.55 | 0.004889 | 0.2805 | 0.8931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.939 | 1.373 | 0.03144 | 0.7611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8309 | 1.323 | 1.140 | 1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -37.52 | 1.926 | 0.07054 | 0.2526 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2102 | -26.43 | -9.184 | -0.1123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.591 | -8.057 | -6.119 | -7.239 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 482.99669 | 1.001 | -1.023 | -0.9136 | -0.8980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8497 | -0.5700 | -0.7928 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9342 | -0.7702 | -0.7978 | -0.7834 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.99669 | 93.05 | -5.323 | -0.9422 | -0.1136 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.296 | 1.379 | 0.03148 | 0.7623 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 1.332 | 1.145 | 1.164 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.99669</span> | 93.05 | 0.004876 | 0.2805 | 0.8926 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.932 | 1.379 | 0.03148 | 0.7623 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 1.332 | 1.145 | 1.164 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 33.56 | 1.934 | 0.3091 | 0.3219 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4700 | -25.85 | -8.255 | -0.09267 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.467 | -7.833 | -5.883 | -7.031 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 482.53338 | 0.9957 | -1.027 | -0.9143 | -0.8987 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8507 | -0.5600 | -0.7904 | -0.8719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9423 | -0.7626 | -0.7931 | -0.7767 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.53338 | 92.60 | -5.327 | -0.9428 | -0.1143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.295 | 1.385 | 0.03152 | 0.7635 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8163 | 1.342 | 1.150 | 1.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.53338</span> | 92.60 | 0.004861 | 0.2803 | 0.8920 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.921 | 1.385 | 0.03152 | 0.7635 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8163 | 1.342 | 1.150 | 1.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -33.71 | 1.852 | 0.1405 | 0.2615 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2476 | -24.53 | -8.462 | -0.2274 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.657 | -7.455 | -5.599 | -6.689 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 482.07760 | 1.001 | -1.030 | -0.9154 | -0.8996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8522 | -0.5495 | -0.7881 | -0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9481 | -0.7546 | -0.7885 | -0.7696 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.0776 | 93.06 | -5.330 | -0.9439 | -0.1152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.293 | 1.391 | 0.03155 | 0.7654 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8112 | 1.351 | 1.155 | 1.179 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.0776</span> | 93.06 | 0.004842 | 0.2801 | 0.8912 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.906 | 1.391 | 0.03155 | 0.7654 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8112 | 1.351 | 1.155 | 1.179 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 31.51 | 1.862 | 0.3171 | 0.3253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4890 | -23.74 | -7.570 | -0.1627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.673 | -7.176 | -5.365 | -6.441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 481.65018 | 0.9960 | -1.035 | -0.9168 | -0.9007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8541 | -0.5386 | -0.7859 | -0.8662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9515 | -0.7465 | -0.7840 | -0.7624 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.65018 | 92.63 | -5.335 | -0.9452 | -0.1163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.291 | 1.398 | 0.03158 | 0.7678 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8082 | 1.361 | 1.160 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.65018</span> | 92.63 | 0.004820 | 0.2799 | 0.8902 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.887 | 1.398 | 0.03158 | 0.7678 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8082 | 1.361 | 1.160 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -31.18 | 1.794 | 0.1244 | 0.2518 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2479 | -22.54 | -7.736 | -0.2537 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.155 | -6.794 | -5.094 | -6.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 481.23911 | 1.000 | -1.041 | -0.9182 | -0.9020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8564 | -0.5274 | -0.7840 | -0.8624 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9539 | -0.7386 | -0.7800 | -0.7556 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.23911 | 93.04 | -5.341 | -0.9465 | -0.1176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.289 | 1.404 | 0.03161 | 0.7707 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8061 | 1.371 | 1.164 | 1.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.23911</span> | 93.04 | 0.004792 | 0.2796 | 0.8890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.865 | 1.404 | 0.03161 | 0.7707 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8061 | 1.371 | 1.164 | 1.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 480.84332 | 1.001 | -1.048 | -0.9201 | -0.9037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8593 | -0.5164 | -0.7829 | -0.8573 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9562 | -0.7293 | -0.7754 | -0.7475 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.84332 | 93.06 | -5.348 | -0.9483 | -0.1193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.286 | 1.411 | 0.03163 | 0.7746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8041 | 1.382 | 1.169 | 1.203 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.84332</span> | 93.06 | 0.004757 | 0.2792 | 0.8875 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.836 | 1.411 | 0.03163 | 0.7746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8041 | 1.382 | 1.169 | 1.203 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 479.47395 | 1.001 | -1.077 | -0.9274 | -0.9105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8708 | -0.4737 | -0.7785 | -0.8375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9655 | -0.6927 | -0.7575 | -0.7158 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.47395 | 93.12 | -5.377 | -0.9551 | -0.1261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.275 | 1.436 | 0.03170 | 0.7896 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7959 | 1.426 | 1.188 | 1.237 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.47395</span> | 93.12 | 0.004620 | 0.2779 | 0.8816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.723 | 1.436 | 0.03170 | 0.7896 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7959 | 1.426 | 1.188 | 1.237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 477.01144 | 1.003 | -1.162 | -0.9485 | -0.9300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9044 | -0.3493 | -0.7656 | -0.7799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9925 | -0.5865 | -0.7057 | -0.6237 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.01144 | 93.31 | -5.462 | -0.9750 | -0.1456 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.241 | 1.511 | 0.03189 | 0.8334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7723 | 1.555 | 1.243 | 1.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.01144</span> | 93.31 | 0.004245 | 0.2739 | 0.8645 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.403 | 1.511 | 0.03189 | 0.8334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7723 | 1.555 | 1.243 | 1.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 48.38 | 1.353 | -0.3553 | -0.05530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.006768 | -8.661 | -2.325 | -0.1540 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.503 | -0.2811 | -0.6438 | -0.5229 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 477.99463 | 1.002 | -1.284 | -0.8933 | -0.9162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8846 | -0.1951 | -0.7385 | -0.7367 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.093 | -0.7697 | -0.8046 | -0.7596 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.99463 | 93.20 | -5.584 | -0.9231 | -0.1318 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.261 | 1.604 | 0.03230 | 0.8662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6840 | 1.333 | 1.138 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.99463</span> | 93.20 | 0.003757 | 0.2843 | 0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.591 | 1.604 | 0.03230 | 0.8662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6840 | 1.333 | 1.138 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 476.67952 | 1.000 | -1.201 | -0.9310 | -0.9256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8981 | -0.3000 | -0.7569 | -0.7662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.6445 | -0.7370 | -0.6668 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.67952 | 93.04 | -5.501 | -0.9585 | -0.1412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.247 | 1.541 | 0.03202 | 0.8438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7442 | 1.485 | 1.210 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.67952</span> | 93.04 | 0.004084 | 0.2772 | 0.8683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.462 | 1.541 | 0.03202 | 0.8438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7442 | 1.485 | 1.210 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.308 | 1.138 | 0.3206 | 0.007327 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.005220 | -6.420 | -1.952 | -0.8085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4295 | -3.531 | -2.349 | -2.485 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 477.00015 | 0.9939 | -1.268 | -0.9234 | -0.9152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8823 | -0.2647 | -0.7585 | -0.7168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9725 | -0.6365 | -0.7310 | -0.6853 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.00015 | 92.43 | -5.568 | -0.9514 | -0.1308 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.263 | 1.562 | 0.03200 | 0.8813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7898 | 1.495 | 1.216 | 1.269 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.00015</span> | 92.43 | 0.003818 | 0.2786 | 0.8774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.613 | 1.562 | 0.03200 | 0.8813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7898 | 1.495 | 1.216 | 1.269 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 476.87328 | 0.9941 | -1.216 | -0.9300 | -0.9236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8950 | -0.2832 | -0.7542 | -0.7554 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.014 | -0.6375 | -0.7322 | -0.6666 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.87328 | 92.45 | -5.516 | -0.9576 | -0.1392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.551 | 0.03206 | 0.8520 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7536 | 1.493 | 1.215 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.87328</span> | 92.45 | 0.004024 | 0.2774 | 0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.491 | 1.551 | 0.03206 | 0.8520 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7536 | 1.493 | 1.215 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 476.68202 | 0.9977 | -1.202 | -0.9313 | -0.9256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8981 | -0.2947 | -0.7553 | -0.7655 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6416 | -0.7351 | -0.6648 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.68202 | 92.79 | -5.502 | -0.9588 | -0.1412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.247 | 1.544 | 0.03204 | 0.8443 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7445 | 1.488 | 1.212 | 1.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.68202</span> | 92.79 | 0.004080 | 0.2771 | 0.8683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.462 | 1.544 | 0.03204 | 0.8443 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7445 | 1.488 | 1.212 | 1.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 476.66620 | 0.9991 | -1.201 | -0.9311 | -0.9256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8981 | -0.2974 | -0.7561 | -0.7659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6431 | -0.7361 | -0.6658 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.6662 | 92.92 | -5.501 | -0.9587 | -0.1412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.247 | 1.542 | 0.03203 | 0.8441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7443 | 1.487 | 1.211 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.6662</span> | 92.92 | 0.004082 | 0.2771 | 0.8683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.462 | 1.542 | 0.03203 | 0.8441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7443 | 1.487 | 1.211 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -16.67 | 1.127 | 0.2138 | -0.01630 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1134 | -4.869 | -1.703 | -0.03057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03000 | -2.848 | -2.302 | -2.432 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 476.65034 | 1.001 | -1.204 | -0.9308 | -0.9253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8974 | -0.2967 | -0.7561 | -0.7660 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6432 | -0.7350 | -0.6655 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.65034 | 93.06 | -5.504 | -0.9584 | -0.1409 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.248 | 1.543 | 0.03203 | 0.8440 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7448 | 1.487 | 1.212 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.65034</span> | 93.06 | 0.004070 | 0.2772 | 0.8686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.468 | 1.543 | 0.03203 | 0.8440 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7448 | 1.487 | 1.212 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.111 | 1.131 | 0.3498 | 0.02199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03596 | -6.336 | -1.893 | -0.8646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4089 | -3.511 | -2.253 | -2.437 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 476.63921 | 0.9998 | -1.207 | -0.9306 | -0.9249 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8968 | -0.2957 | -0.7561 | -0.7661 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6430 | -0.7338 | -0.6650 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.63921 | 92.98 | -5.507 | -0.9581 | -0.1405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.249 | 1.543 | 0.03203 | 0.8439 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7451 | 1.487 | 1.213 | 1.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.63921</span> | 92.98 | 0.004058 | 0.2773 | 0.8689 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.474 | 1.543 | 0.03203 | 0.8439 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7451 | 1.487 | 1.213 | 1.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -6.837 | 1.116 | 0.2875 | 0.01149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.02542 | -4.741 | -1.572 | 0.01643 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.427 | -2.805 | -2.162 | -2.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 476.63321 | 1.001 | -1.209 | -0.9304 | -0.9247 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8965 | -0.2943 | -0.7557 | -0.7669 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.6432 | -0.7330 | -0.6644 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.63321 | 93.07 | -5.509 | -0.9580 | -0.1403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.249 | 1.544 | 0.03204 | 0.8433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7468 | 1.487 | 1.214 | 1.292 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.63321</span> | 93.07 | 0.004050 | 0.2773 | 0.8691 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.477 | 1.544 | 0.03204 | 0.8433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7468 | 1.487 | 1.214 | 1.292 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.780 | 1.119 | 0.3715 | 0.03544 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06786 | -4.773 | -1.470 | -0.02124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.265 | -2.850 | -2.132 | -2.390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 476.62737 | 0.9998 | -1.211 | -0.9303 | -0.9246 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8963 | -0.2932 | -0.7554 | -0.7683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -0.6436 | -0.7322 | -0.6637 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.62737 | 92.98 | -5.511 | -0.9578 | -0.1402 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.249 | 1.545 | 0.03204 | 0.8422 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7485 | 1.486 | 1.215 | 1.292 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.62737</span> | 92.98 | 0.004043 | 0.2773 | 0.8692 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.479 | 1.545 | 0.03204 | 0.8422 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7485 | 1.486 | 1.215 | 1.292 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.468 | 1.108 | 0.2964 | 0.01787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.01029 | -4.584 | -1.512 | -0.04750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.233 | -2.839 | -2.097 | -2.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 476.62183 | 1.001 | -1.213 | -0.9301 | -0.9245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8960 | -0.2918 | -0.7549 | -0.7696 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -0.6438 | -0.7313 | -0.6628 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.62183 | 93.07 | -5.513 | -0.9577 | -0.1401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.249 | 1.546 | 0.03205 | 0.8412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7501 | 1.486 | 1.216 | 1.293 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.62183</span> | 93.07 | 0.004035 | 0.2773 | 0.8693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.481 | 1.546 | 0.03205 | 0.8412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7501 | 1.486 | 1.216 | 1.293 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.726 | 1.111 | 0.3721 | 0.03969 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07339 | -4.588 | -1.391 | -0.04583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.059 | -2.851 | -2.052 | -2.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 476.61645 | 0.9998 | -1.215 | -0.9300 | -0.9243 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8958 | -0.2908 | -0.7546 | -0.7711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.016 | -0.6442 | -0.7306 | -0.6621 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.61645 | 92.98 | -5.515 | -0.9576 | -0.1399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.546 | 0.03205 | 0.8401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7517 | 1.485 | 1.217 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.61645</span> | 92.98 | 0.004027 | 0.2774 | 0.8694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.484 | 1.546 | 0.03205 | 0.8401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7517 | 1.485 | 1.217 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.224 | 1.099 | 0.2980 | 0.02349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.002638 | -4.438 | -1.447 | -0.09166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4490 | -2.896 | -2.021 | -2.267 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 476.60491 | 1.001 | -1.217 | -0.9300 | -0.9242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8956 | -0.2899 | -0.7543 | -0.7729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.016 | -0.6437 | -0.7294 | -0.6608 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.60491 | 93.08 | -5.517 | -0.9576 | -0.1398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.547 | 0.03206 | 0.8387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7514 | 1.486 | 1.218 | 1.295 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.60491</span> | 93.08 | 0.004018 | 0.2774 | 0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.485 | 1.547 | 0.03206 | 0.8387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7514 | 1.486 | 1.218 | 1.295 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.891 | 1.101 | 0.3805 | 0.04781 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09121 | -4.602 | -1.355 | -0.1211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9908 | -2.875 | -1.954 | -2.212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 476.59275 | 0.9999 | -1.219 | -0.9301 | -0.9241 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8954 | -0.2896 | -0.7542 | -0.7748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.017 | -0.6434 | -0.7284 | -0.6597 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.59275 | 92.99 | -5.519 | -0.9576 | -0.1397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.547 | 0.03206 | 0.8373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7512 | 1.486 | 1.219 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.59275</span> | 92.99 | 0.004009 | 0.2774 | 0.8696 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.487 | 1.547 | 0.03206 | 0.8373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7512 | 1.486 | 1.219 | 1.297 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.741 | 1.086 | 0.3018 | 0.02978 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01334 | -4.300 | -1.393 | -0.08082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4335 | -2.821 | -1.884 | -2.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 476.58049 | 1.001 | -1.222 | -0.9302 | -0.9241 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8953 | -0.2889 | -0.7541 | -0.7767 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.017 | -0.6427 | -0.7275 | -0.6585 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.58049 | 93.06 | -5.522 | -0.9577 | -0.1397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.547 | 0.03206 | 0.8359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7507 | 1.487 | 1.220 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.58049</span> | 93.06 | 0.003999 | 0.2773 | 0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.488 | 1.547 | 0.03206 | 0.8359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7507 | 1.487 | 1.220 | 1.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 476.57085 | 1.001 | -1.225 | -0.9302 | -0.9239 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8951 | -0.2891 | -0.7542 | -0.7796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -0.6424 | -0.7265 | -0.6573 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.57085 | 93.06 | -5.525 | -0.9578 | -0.1395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.250 | 1.547 | 0.03206 | 0.8336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7502 | 1.488 | 1.221 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.57085</span> | 93.06 | 0.003985 | 0.2773 | 0.8698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.490 | 1.547 | 0.03206 | 0.8336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7502 | 1.488 | 1.221 | 1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 476.52700 | 1.000 | -1.243 | -0.9306 | -0.9233 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8940 | -0.2898 | -0.7549 | -0.7948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.6409 | -0.7216 | -0.6509 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.527 | 93.02 | -5.543 | -0.9582 | -0.1389 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.251 | 1.547 | 0.03205 | 0.8221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7475 | 1.489 | 1.226 | 1.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.527</span> | 93.02 | 0.003915 | 0.2772 | 0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.501 | 1.547 | 0.03205 | 0.8221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7475 | 1.489 | 1.226 | 1.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 476.45166 | 0.9988 | -1.314 | -0.9321 | -0.9209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8895 | -0.2927 | -0.7576 | -0.8554 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.033 | -0.6351 | -0.7022 | -0.6254 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.45166 | 92.89 | -5.614 | -0.9596 | -0.1365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.256 | 1.545 | 0.03201 | 0.7760 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7365 | 1.496 | 1.247 | 1.333 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.45166</span> | 92.89 | 0.003648 | 0.2770 | 0.8724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.543 | 1.545 | 0.03201 | 0.7760 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7365 | 1.496 | 1.247 | 1.333 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -21.31 | 0.8191 | 0.2022 | 0.1018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1327 | -4.505 | -1.303 | -1.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.080 | -2.304 | -0.3706 | -0.4948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 476.56836 | 1.004 | -1.424 | -0.9336 | -0.9183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8856 | -0.2810 | -0.7637 | -0.9206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.004 | -0.6303 | -0.6962 | -0.6148 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.56836 | 93.36 | -5.724 | -0.9609 | -0.1338 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.260 | 1.552 | 0.03192 | 0.7265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7619 | 1.502 | 1.254 | 1.345 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.56836</span> | 93.36 | 0.003266 | 0.2767 | 0.8747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.581 | 1.552 | 0.03192 | 0.7265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7619 | 1.502 | 1.254 | 1.345 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 476.44457 | 1.002 | -1.351 | -0.9326 | -0.9200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8882 | -0.2885 | -0.7595 | -0.8773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6333 | -0.7001 | -0.6218 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.44457 | 93.15 | -5.651 | -0.9600 | -0.1356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.257 | 1.548 | 0.03198 | 0.7594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7451 | 1.499 | 1.249 | 1.337 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.44457</span> | 93.15 | 0.003514 | 0.2769 | 0.8732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.556 | 1.548 | 0.03198 | 0.7594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7451 | 1.499 | 1.249 | 1.337 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.82 | 0.7276 | 0.3571 | 0.1746 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4004 | -4.436 | -0.9222 | -1.572 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.287 | -2.164 | -0.2873 | -0.3883 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 476.40417 | 1.000 | -1.371 | -0.9349 | -0.9209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8904 | -0.2869 | -0.7634 | -0.8782 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.6262 | -0.7046 | -0.6250 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.40417 | 93.02 | -5.671 | -0.9622 | -0.1365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.255 | 1.549 | 0.03192 | 0.7587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7444 | 1.507 | 1.245 | 1.334 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.40417</span> | 93.02 | 0.003446 | 0.2764 | 0.8724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.535 | 1.549 | 0.03192 | 0.7587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7444 | 1.507 | 1.245 | 1.334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 476.37918 | 1.000 | -1.391 | -0.9372 | -0.9218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8927 | -0.2856 | -0.7675 | -0.8792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.6191 | -0.7092 | -0.6283 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.37918 | 93.03 | -5.691 | -0.9644 | -0.1374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.253 | 1.549 | 0.03186 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7434 | 1.516 | 1.240 | 1.330 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.37918</span> | 93.03 | 0.003376 | 0.2760 | 0.8716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.513 | 1.549 | 0.03186 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7434 | 1.516 | 1.240 | 1.330 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 476.33357 | 1.001 | -1.461 | -0.9453 | -0.9249 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9004 | -0.2814 | -0.7818 | -0.8827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.5944 | -0.7253 | -0.6399 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.33357 | 93.07 | -5.761 | -0.9719 | -0.1405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.245 | 1.552 | 0.03165 | 0.7553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7403 | 1.546 | 1.222 | 1.318 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.33357</span> | 93.07 | 0.003146 | 0.2745 | 0.8689 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.440 | 1.552 | 0.03165 | 0.7553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7403 | 1.546 | 1.222 | 1.318 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.553 | 0.4475 | -0.2195 | 0.07220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.05655 | -4.350 | -1.061 | -1.750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1436 | -0.4527 | -1.673 | -1.245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 476.20746 | 1.002 | -1.571 | -0.9452 | -0.9313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9123 | -0.2680 | -0.8139 | -0.8382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.032 | -0.6009 | -0.7081 | -0.6381 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.20746 | 93.20 | -5.871 | -0.9719 | -0.1469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.233 | 1.560 | 0.03117 | 0.7891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7373 | 1.538 | 1.241 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.20746</span> | 93.20 | 0.002821 | 0.2745 | 0.8634 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.328 | 1.560 | 0.03117 | 0.7891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7373 | 1.538 | 1.241 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.15 | 0.1791 | -0.01894 | -0.004675 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06593 | -5.850 | -1.512 | -1.794 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.396 | -1.647 | -0.7085 | -1.309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 476.15444 | 1.000 | -1.669 | -0.9317 | -0.9229 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8889 | -0.2480 | -0.8424 | -0.7961 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.030 | -0.6117 | -0.7275 | -0.5959 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.15444 | 93.03 | -5.969 | -0.9591 | -0.1385 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.256 | 1.572 | 0.03074 | 0.8211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7395 | 1.525 | 1.220 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.15444</span> | 93.03 | 0.002558 | 0.2771 | 0.8707 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.549 | 1.572 | 0.03074 | 0.8211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7395 | 1.525 | 1.220 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -13.97 | -0.09883 | 0.5245 | 0.1410 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5845 | -3.407 | -1.272 | -0.2800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9652 | -1.487 | -1.684 | 0.3572 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 476.18235 | 1.000 | -1.690 | -0.9781 | -0.8961 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8818 | -0.1915 | -0.8548 | -0.7635 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.041 | -0.6068 | -0.6702 | -0.6625 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.18235 | 93.04 | -5.990 | -1.003 | -0.1117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.264 | 1.606 | 0.03055 | 0.8458 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7299 | 1.531 | 1.281 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.18235</span> | 93.04 | 0.002505 | 0.2684 | 0.8943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.617 | 1.606 | 0.03055 | 0.8458 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7299 | 1.531 | 1.281 | 1.294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 476.08231 | 1.003 | -1.678 | -0.9530 | -0.9107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8858 | -0.2215 | -0.8479 | -0.7811 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.035 | -0.6092 | -0.7010 | -0.6265 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.08231 | 93.25 | -5.978 | -0.9792 | -0.1263 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.260 | 1.588 | 0.03066 | 0.8325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7350 | 1.528 | 1.248 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.08231</span> | 93.25 | 0.002533 | 0.2730 | 0.8814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.579 | 1.588 | 0.03066 | 0.8325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7350 | 1.528 | 1.248 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 18.25 | -0.08933 | -0.2508 | 0.5157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8830 | -3.835 | -1.133 | -1.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.010 | -2.153 | -0.2439 | -1.007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 476.03808 | 1.001 | -1.672 | -0.9320 | -0.9310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9291 | -0.2079 | -0.8419 | -0.7733 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.039 | -0.6026 | -0.6913 | -0.6380 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.03808 | 93.13 | -5.972 | -0.9594 | -0.1466 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.216 | 1.596 | 0.03074 | 0.8384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7314 | 1.536 | 1.259 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.03808</span> | 93.13 | 0.002548 | 0.2770 | 0.8636 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.173 | 1.596 | 0.03074 | 0.8384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7314 | 1.536 | 1.259 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.407 | -0.06545 | 0.6727 | 0.05373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4541 | -1.330 | -0.5709 | -0.1224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8702 | -1.228 | 0.2640 | -1.506 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 476.03300 | 1.003 | -1.664 | -0.9621 | -0.9598 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9520 | -0.2020 | -0.8337 | -0.7650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.042 | -0.6106 | -0.7076 | -0.6154 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.033 | 93.29 | -5.964 | -0.9878 | -0.1754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.193 | 1.599 | 0.03087 | 0.8447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7289 | 1.526 | 1.241 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.033</span> | 93.29 | 0.002569 | 0.2714 | 0.8391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.966 | 1.599 | 0.03087 | 0.8447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7289 | 1.526 | 1.241 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.25 | -0.008049 | -0.5780 | -0.5632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9601 | -0.9870 | -0.1614 | -0.08306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3446 | -1.564 | -0.5735 | -0.5777 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 475.98457 | 1.001 | -1.657 | -0.9620 | -0.9650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9284 | -0.2016 | -0.8312 | -0.7567 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.045 | -0.6004 | -0.7091 | -0.6133 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.98457 | 93.13 | -5.957 | -0.9877 | -0.1806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.217 | 1.600 | 0.03091 | 0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7262 | 1.538 | 1.240 | 1.346 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.98457</span> | 93.13 | 0.002588 | 0.2714 | 0.8347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.180 | 1.600 | 0.03091 | 0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7262 | 1.538 | 1.240 | 1.346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 475.96536 | 1.003 | -1.649 | -0.9620 | -0.9705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9043 | -0.2014 | -0.8286 | -0.7480 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.048 | -0.5903 | -0.7109 | -0.6113 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.96536 | 93.24 | -5.949 | -0.9876 | -0.1861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.241 | 1.600 | 0.03094 | 0.8576 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7235 | 1.551 | 1.238 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.96536</span> | 93.24 | 0.002608 | 0.2714 | 0.8302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.403 | 1.600 | 0.03094 | 0.8576 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7235 | 1.551 | 1.238 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 476.05821 | 1.003 | -1.627 | -0.9618 | -0.9866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8332 | -0.2007 | -0.8211 | -0.7226 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.057 | -0.5602 | -0.7159 | -0.6052 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.05821 | 93.28 | -5.927 | -0.9874 | -0.2022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.312 | 1.600 | 0.03106 | 0.8769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7156 | 1.587 | 1.233 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.05821</span> | 93.28 | 0.002666 | 0.2714 | 0.8169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 10.10 | 1.600 | 0.03106 | 0.8769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7156 | 1.587 | 1.233 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.90 | 0.05098 | -0.6601 | -0.8657 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4347 | -0.9523 | -0.3178 | -0.1283 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1024 | -0.7800 | -0.7284 | -0.4981 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 476.00714 | 1.001 | -1.643 | -0.9512 | -0.8390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8932 | -0.2051 | -0.7956 | -0.7365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.045 | -0.5599 | -0.7127 | -0.5744 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.00714 | 93.11 | -5.943 | -0.9775 | -0.05460 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.252 | 1.598 | 0.03144 | 0.8663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7264 | 1.588 | 1.236 | 1.388 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.00714</span> | 93.11 | 0.002624 | 0.2734 | 0.9469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.508 | 1.598 | 0.03144 | 0.8663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7264 | 1.588 | 1.236 | 1.388 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 475.93814 | 1.000 | -1.647 | -0.9575 | -0.9171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8999 | -0.2027 | -0.8152 | -0.7434 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.047 | -0.5779 | -0.7115 | -0.5963 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.93814 | 93.01 | -5.947 | -0.9834 | -0.1327 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.245 | 1.599 | 0.03115 | 0.8612 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7247 | 1.566 | 1.237 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.93814</span> | 93.01 | 0.002614 | 0.2722 | 0.8757 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.445 | 1.599 | 0.03115 | 0.8612 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7247 | 1.566 | 1.237 | 1.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -23.67 | 0.03897 | -0.7058 | 0.2979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2507 | -0.5051 | -0.4675 | -0.05050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.329 | -0.1594 | -0.7628 | 0.1885 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 475.98668 | 1.003 | -1.653 | -0.9119 | -0.8938 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8940 | -0.2050 | -0.7980 | -0.7479 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.040 | -0.5617 | -0.7056 | -0.5853 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.98668 | 93.26 | -5.953 | -0.9406 | -0.1094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.251 | 1.598 | 0.03140 | 0.8577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7310 | 1.586 | 1.243 | 1.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.98668</span> | 93.26 | 0.002598 | 0.2808 | 0.8964 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.501 | 1.598 | 0.03140 | 0.8577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7310 | 1.586 | 1.243 | 1.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 475.93401 | 1.003 | -1.649 | -0.9419 | -0.9092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8979 | -0.2035 | -0.8093 | -0.7449 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.044 | -0.5723 | -0.7094 | -0.5925 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.93401 | 93.26 | -5.949 | -0.9687 | -0.1248 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.247 | 1.599 | 0.03123 | 0.8600 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7270 | 1.573 | 1.239 | 1.369 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.93401</span> | 93.26 | 0.002609 | 0.2751 | 0.8827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.464 | 1.599 | 0.03123 | 0.8600 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7270 | 1.573 | 1.239 | 1.369 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 21.62 | 0.03755 | 0.3553 | 0.5344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5780 | -0.8226 | -0.2181 | -0.2167 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.049 | 0.002537 | -0.7279 | 0.2347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 475.92580 | 1.001 | -1.653 | -0.9417 | -0.9124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8966 | -0.2037 | -0.8058 | -0.7501 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.041 | -0.5739 | -0.7048 | -0.5926 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.9258 | 93.12 | -5.953 | -0.9686 | -0.1280 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.249 | 1.598 | 0.03129 | 0.8560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7297 | 1.571 | 1.244 | 1.369 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.9258</span> | 93.12 | 0.002598 | 0.2752 | 0.8798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.476 | 1.598 | 0.03129 | 0.8560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7297 | 1.571 | 1.244 | 1.369 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.238 | 0.003180 | 0.2025 | 0.4289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4493 | -0.2935 | -0.2270 | -0.1209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3327 | -0.04065 | -0.4864 | 0.2705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 475.92421 | 1.002 | -1.655 | -0.9475 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8971 | -0.2051 | -0.8017 | -0.7499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.041 | -0.5760 | -0.7024 | -0.5951 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.92421 | 93.14 | -5.955 | -0.9740 | -0.1336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.248 | 1.598 | 0.03135 | 0.8562 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7299 | 1.568 | 1.247 | 1.366 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.92421</span> | 93.14 | 0.002593 | 0.2741 | 0.8749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.472 | 1.598 | 0.03135 | 0.8562 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7299 | 1.568 | 1.247 | 1.366 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.572 | 0.0005078 | -0.07939 | 0.3039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4520 | -0.5123 | -0.2298 | -0.1955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3506 | -0.1759 | -0.3471 | 0.1717 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 475.91356 | 1.001 | -1.654 | -0.9476 | -0.9223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8992 | -0.2071 | -0.7965 | -0.7440 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.043 | -0.5749 | -0.7035 | -0.5974 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.91356 | 93.12 | -5.954 | -0.9741 | -0.1379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.246 | 1.596 | 0.03143 | 0.8607 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7278 | 1.569 | 1.246 | 1.363 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.91356</span> | 93.12 | 0.002596 | 0.2741 | 0.8712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.452 | 1.596 | 0.03143 | 0.8607 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7278 | 1.569 | 1.246 | 1.363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 475.89054 | 1.001 | -1.650 | -0.9479 | -0.9349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9054 | -0.2136 | -0.7808 | -0.7261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.051 | -0.5716 | -0.7071 | -0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.89054 | 93.11 | -5.950 | -0.9744 | -0.1505 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.240 | 1.592 | 0.03166 | 0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.89054</span> | 93.11 | 0.002606 | 0.2740 | 0.8602 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.393 | 1.592 | 0.03166 | 0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.467 | 0.05330 | -0.1133 | -0.1045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1362 | -0.3304 | -0.2172 | 0.04726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.416 | 0.08323 | -0.4566 | -0.2851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 476.06529 | 1.002 | -1.688 | -0.8959 | -0.9784 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9076 | -0.2354 | -0.6823 | -0.7302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.035 | -0.5603 | -0.6700 | -0.6079 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.06529 | 93.20 | -5.988 | -0.9255 | -0.1940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.238 | 1.579 | 0.03314 | 0.8712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7347 | 1.587 | 1.281 | 1.352 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.06529</span> | 93.20 | 0.002510 | 0.2838 | 0.8236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.372 | 1.579 | 0.03314 | 0.8712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7347 | 1.587 | 1.281 | 1.352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 475.89054 | 1.001 | -1.650 | -0.9479 | -0.9349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9054 | -0.2136 | -0.7808 | -0.7261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.051 | -0.5716 | -0.7071 | -0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.89054 | 93.11 | -5.950 | -0.9744 | -0.1505 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.240 | 1.592 | 0.03166 | 0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.89054</span> | 93.11 | 0.002606 | 0.2740 | 0.8602 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.393 | 1.592 | 0.03166 | 0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7214 | 1.574 | 1.242 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_focei_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_k2 | g_qlogis | sigma_low | rsd_high |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o1 | o2 | o3 | o4 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o5 | o6 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 495.48573 | 1.000 | -1.000 | -0.9104 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9875 | -0.8823 | -0.8746 | -0.8907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8767 | -0.8731 | -0.8673 | -0.8720 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8739 | -0.8666 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.48573 | 91.00 | -5.200 | -0.8900 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.600 | 0.4600 | 0.8300 | 0.05800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7311 | 0.9036 | 1.183 | 0.9554 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.48573</span> | 91.00 | 0.005517 | 0.2911 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01005 | 0.6130 | 0.8300 | 0.05800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7311 | 0.9036 | 1.183 | 0.9554 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.8633 | 1.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | -0.9650 | 2.223 | -0.3153 | -0.01817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3350 | 0.6789 | -29.17 | -19.58 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9642 | 9.851 | -11.94 | -1.319 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 8.578 | -12.45 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 487.27153 | 1.023 | -1.054 | -0.9028 | -0.9372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9794 | -0.8987 | -0.1695 | -0.4175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9000 | -1.111 | -0.5788 | -0.8401 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.081 | -0.5657 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.27153 | 93.12 | -5.254 | -0.8832 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4525 | 1.123 | 0.07172 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7141 | 0.6884 | 1.525 | 0.9859 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6843 | 1.580 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.27153</span> | 93.12 | 0.005228 | 0.2925 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6112 | 1.123 | 0.07172 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7141 | 0.6884 | 1.525 | 0.9859 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6843 | 1.580 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 131.2 | 1.375 | 2.844 | -0.2311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2724 | 0.4206 | 9.234 | 14.82 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3432 | -1.547 | -2.137 | 2.699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -4.845 | -6.389 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 3806.3530 | 0.1967 | -1.082 | -0.9181 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9782 | -0.9073 | 0.02635 | -0.3409 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9062 | -1.204 | -0.4610 | -0.8458 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.125 | -0.4164 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 3806.353 | 17.90 | -5.282 | -0.8969 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.591 | 0.4485 | 1.204 | 0.07394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7095 | 0.6043 | 1.664 | 0.9805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6463 | 1.761 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 3806.353</span> | 17.90 | 0.005083 | 0.2897 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01015 | 0.6103 | 1.204 | 0.07394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7095 | 0.6043 | 1.664 | 0.9805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6463 | 1.761 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 498.29847 | 0.9363 | -1.055 | -0.9047 | -0.9370 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9796 | -0.8990 | -0.1756 | -0.4273 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8998 | -1.110 | -0.5773 | -0.8419 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.078 | -0.5615 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 498.29847 | 85.20 | -5.255 | -0.8849 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4523 | 1.120 | 0.07144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7142 | 0.6894 | 1.526 | 0.9842 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6871 | 1.585 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 498.29847</span> | 85.20 | 0.005223 | 0.2922 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6112 | 1.120 | 0.07144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7142 | 0.6894 | 1.526 | 0.9842 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6871 | 1.585 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 485.66266 | 1.001 | -1.054 | -0.9033 | -0.9372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9795 | -0.8988 | -0.1711 | -0.4200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8999 | -1.111 | -0.5784 | -0.8406 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.080 | -0.5646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.66266 | 91.08 | -5.254 | -0.8836 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4524 | 1.122 | 0.07165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7141 | 0.6887 | 1.525 | 0.9855 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6850 | 1.581 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.66266</span> | 91.08 | 0.005227 | 0.2924 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6112 | 1.122 | 0.07165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7141 | 0.6887 | 1.525 | 0.9855 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6850 | 1.581 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.221 | 1.276 | 0.8286 | 0.07146 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3378 | 0.6177 | 8.950 | 14.42 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.232 | -2.934 | -2.090 | 2.822 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -4.031 | -6.085 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 485.32609 | 0.9950 | -1.055 | -0.9042 | -0.9372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9799 | -0.8995 | -0.1813 | -0.4364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8974 | -1.108 | -0.5760 | -0.8438 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.076 | -0.5577 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.32609 | 90.54 | -5.255 | -0.8845 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4521 | 1.118 | 0.07117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7160 | 0.6917 | 1.528 | 0.9824 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6890 | 1.589 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.32609</span> | 90.54 | 0.005219 | 0.2922 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6111 | 1.118 | 0.07117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7160 | 0.6917 | 1.528 | 0.9824 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6890 | 1.589 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -30.72 | 1.256 | 0.2407 | 0.1468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3576 | 0.6982 | 8.550 | 13.79 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.152 | -3.092 | -1.869 | 2.672 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -3.399 | -5.827 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 484.94767 | 1.003 | -1.055 | -0.9045 | -0.9373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9801 | -0.8996 | -0.1956 | -0.4497 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8963 | -1.103 | -0.5795 | -0.8455 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.071 | -0.5595 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.94767 | 91.28 | -5.255 | -0.8848 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.593 | 0.4521 | 1.112 | 0.07079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7168 | 0.6961 | 1.524 | 0.9808 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6930 | 1.587 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.94767</span> | 91.28 | 0.005220 | 0.2922 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6111 | 1.112 | 0.07079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7168 | 0.6961 | 1.524 | 0.9808 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6930 | 1.587 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.95 | 1.308 | 0.9181 | 0.03760 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3308 | 0.6549 | 8.124 | 13.74 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.975 | -2.369 | -2.107 | 2.437 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -3.334 | -5.928 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 484.63747 | 0.9965 | -1.055 | -0.9051 | -0.9373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9805 | -0.8998 | -0.2100 | -0.4642 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8952 | -1.098 | -0.5823 | -0.8472 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.5602 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.63747 | 90.68 | -5.255 | -0.8853 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.593 | 0.4520 | 1.106 | 0.07037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7176 | 0.7002 | 1.521 | 0.9792 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6968 | 1.586 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.63747</span> | 90.68 | 0.005220 | 0.2921 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01012 | 0.6111 | 1.106 | 0.07037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7176 | 0.7002 | 1.521 | 0.9792 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6968 | 1.586 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -22.67 | 1.288 | 0.2773 | 0.1211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3459 | 0.7203 | 8.028 | 13.24 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.967 | -2.555 | -2.117 | 2.333 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.789 | -5.812 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 484.31288 | 1.003 | -1.055 | -0.9054 | -0.9374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9808 | -0.9000 | -0.2248 | -0.4783 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8942 | -1.094 | -0.5856 | -0.8486 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.063 | -0.5617 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.31288 | 91.27 | -5.255 | -0.8855 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.593 | 0.4519 | 1.100 | 0.06996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7183 | 0.7043 | 1.517 | 0.9778 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7003 | 1.585 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.31288</span> | 91.27 | 0.005220 | 0.2920 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01012 | 0.6111 | 1.100 | 0.06996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7183 | 0.7043 | 1.517 | 0.9778 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7003 | 1.585 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.32 | 1.333 | 0.8110 | 0.03416 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3225 | 0.6774 | 7.502 | 12.95 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.990 | -1.849 | -2.190 | 2.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.714 | -5.891 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 484.03445 | 0.9966 | -1.055 | -0.9058 | -0.9374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9811 | -0.9003 | -0.2393 | -0.4932 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8929 | -1.090 | -0.5881 | -0.8501 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.059 | -0.5620 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.03445 | 90.69 | -5.255 | -0.8859 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.594 | 0.4517 | 1.094 | 0.06953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7192 | 0.7079 | 1.514 | 0.9764 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7034 | 1.584 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.03445</span> | 90.69 | 0.005219 | 0.2919 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01012 | 0.6110 | 1.094 | 0.06953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7192 | 0.7079 | 1.514 | 0.9764 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7034 | 1.584 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -23.34 | 1.311 | 0.1997 | 0.1136 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3397 | 0.7422 | 7.043 | 12.17 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.843 | -2.075 | -2.300 | 2.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.235 | -5.778 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 483.72794 | 1.003 | -1.056 | -0.9061 | -0.9374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9815 | -0.9008 | -0.2540 | -0.5081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8918 | -1.086 | -0.5906 | -0.8514 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.056 | -0.5623 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.72794 | 91.28 | -5.256 | -0.8861 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.594 | 0.4515 | 1.088 | 0.06909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7200 | 0.7113 | 1.511 | 0.9751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7061 | 1.584 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.72794</span> | 91.28 | 0.005217 | 0.2919 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01011 | 0.6110 | 1.088 | 0.06909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7200 | 0.7113 | 1.511 | 0.9751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7061 | 1.584 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.56 | 1.355 | 0.7367 | 0.03002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3166 | 0.7021 | 6.528 | 11.89 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.880 | -1.512 | -2.404 | 1.917 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.215 | -5.846 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 483.44272 | 0.9974 | -1.057 | -0.9064 | -0.9375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9820 | -0.9016 | -0.2678 | -0.5243 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8904 | -1.083 | -0.5914 | -0.8528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.054 | -0.5601 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.44272 | 90.76 | -5.257 | -0.8865 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.594 | 0.4511 | 1.082 | 0.06862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7211 | 0.7141 | 1.510 | 0.9738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7081 | 1.587 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.44272</span> | 90.76 | 0.005212 | 0.2918 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01011 | 0.6109 | 1.082 | 0.06862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7211 | 0.7141 | 1.510 | 0.9738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7081 | 1.587 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -19.50 | 1.332 | 0.2061 | 0.1022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3336 | 0.7519 | 5.944 | 11.09 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.878 | -1.675 | -2.404 | 1.054 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.833 | -5.715 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 483.13758 | 1.003 | -1.059 | -0.9067 | -0.9375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9826 | -0.9029 | -0.2791 | -0.5415 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8881 | -1.081 | -0.5896 | -0.8508 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.053 | -0.5541 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.13758 | 91.30 | -5.259 | -0.8867 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.595 | 0.4505 | 1.077 | 0.06813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7227 | 0.7157 | 1.512 | 0.9758 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7089 | 1.594 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.13758</span> | 91.30 | 0.005202 | 0.2918 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01010 | 0.6108 | 1.077 | 0.06813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7227 | 0.7157 | 1.512 | 0.9758 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7089 | 1.594 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.83 | 1.368 | 0.7006 | 0.02276 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3159 | 0.7144 | 5.487 | 10.74 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.773 | -1.125 | -2.251 | 1.956 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.882 | -5.671 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 482.85180 | 0.9981 | -1.062 | -0.9072 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9834 | -0.9050 | -0.2850 | -0.5582 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8853 | -1.082 | -0.5852 | -0.8503 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.053 | -0.5428 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.8518 | 90.83 | -5.262 | -0.8872 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.596 | 0.4496 | 1.075 | 0.06764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7248 | 0.7152 | 1.517 | 0.9762 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7084 | 1.607 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.8518</span> | 90.83 | 0.005184 | 0.2917 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01009 | 0.6105 | 1.075 | 0.06764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7248 | 0.7152 | 1.517 | 0.9762 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7084 | 1.607 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -16.64 | 1.337 | 0.2421 | 0.09047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3389 | 0.7643 | 5.051 | 10.06 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.787 | -1.445 | -2.047 | 2.073 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.627 | -5.410 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 482.60290 | 1.003 | -1.066 | -0.9079 | -0.9377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9844 | -0.9075 | -0.2858 | -0.5723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8822 | -1.083 | -0.5806 | -0.8571 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.055 | -0.5294 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.6029 | 91.28 | -5.266 | -0.8878 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.597 | 0.4484 | 1.074 | 0.06723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7271 | 0.7136 | 1.523 | 0.9697 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7072 | 1.624 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.6029</span> | 91.28 | 0.005162 | 0.2916 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01008 | 0.6103 | 1.074 | 0.06723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7271 | 0.7136 | 1.523 | 0.9697 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7072 | 1.624 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 14.50 | 1.352 | 0.6742 | 0.02192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3317 | 0.7297 | 4.803 | 9.894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.694 | -1.220 | -2.031 | 1.506 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.722 | -5.269 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 482.37953 | 0.9987 | -1.071 | -0.9090 | -0.9377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9857 | -0.9106 | -0.2840 | -0.5862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8787 | -1.084 | -0.5758 | -0.8611 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.056 | -0.5150 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.37953 | 90.88 | -5.271 | -0.8888 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.598 | 0.4470 | 1.075 | 0.06683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7296 | 0.7132 | 1.528 | 0.9659 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7058 | 1.641 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.37953</span> | 90.88 | 0.005137 | 0.2914 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01007 | 0.6099 | 1.075 | 0.06683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7296 | 0.7132 | 1.528 | 0.9659 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7058 | 1.641 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 482.17662 | 0.9986 | -1.077 | -0.9102 | -0.9378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9871 | -0.9141 | -0.2800 | -0.5994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8750 | -1.085 | -0.5707 | -0.8654 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.059 | -0.4996 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.17662 | 90.88 | -5.277 | -0.8898 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.600 | 0.4454 | 1.077 | 0.06645 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7323 | 0.7123 | 1.534 | 0.9618 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7037 | 1.660 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.17662</span> | 90.88 | 0.005108 | 0.2911 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01006 | 0.6095 | 1.077 | 0.06645 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7323 | 0.7123 | 1.534 | 0.9618 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7037 | 1.660 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 481.54428 | 0.9984 | -1.097 | -0.9142 | -0.9379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9921 | -0.9262 | -0.2660 | -0.6456 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8623 | -1.088 | -0.5530 | -0.8805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.068 | -0.4457 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.54428 | 90.86 | -5.297 | -0.8934 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.605 | 0.4398 | 1.083 | 0.06511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7417 | 0.7091 | 1.555 | 0.9473 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6961 | 1.725 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.54428</span> | 90.86 | 0.005009 | 0.2904 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01001 | 0.6082 | 1.083 | 0.06511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7417 | 0.7091 | 1.555 | 0.9473 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6961 | 1.725 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 480.42060 | 0.9980 | -1.149 | -0.9249 | -0.9384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.9588 | -0.2285 | -0.7695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8280 | -1.098 | -0.5055 | -0.9211 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.091 | -0.3011 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.4206 | 90.81 | -5.349 | -0.9029 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.618 | 0.4248 | 1.098 | 0.06151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7667 | 0.7005 | 1.611 | 0.9085 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6759 | 1.901 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.4206</span> | 90.81 | 0.004753 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009872 | 0.6046 | 1.098 | 0.06151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7667 | 0.7005 | 1.611 | 0.9085 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6759 | 1.901 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -36.54 | 1.160 | -0.4282 | 0.02550 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4248 | 0.7330 | 2.572 | 4.769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.047 | -1.982 | 1.244 | -3.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.792 | -2.494 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 480.52888 | 1.003 | -1.232 | -0.9300 | -0.9345 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.037 | -1.013 | -0.2660 | -0.9542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7770 | -1.021 | -0.6177 | -0.7306 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.035 | -0.1927 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.52888 | 91.28 | -5.432 | -0.9075 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.649 | 0.3997 | 1.083 | 0.05616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8040 | 0.7699 | 1.479 | 1.091 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7247 | 2.033 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.52888</span> | 91.28 | 0.004374 | 0.2875 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009571 | 0.5986 | 1.083 | 0.05616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8040 | 0.7699 | 1.479 | 1.091 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7247 | 2.033 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 479.69850 | 1.004 | -1.189 | -0.9273 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -0.9850 | -0.2467 | -0.8583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8035 | -1.061 | -0.5593 | -0.8297 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2490 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.6985 | 91.34 | -5.389 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4128 | 1.091 | 0.05894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7846 | 0.7338 | 1.548 | 0.9959 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6994 | 1.964 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.6985</span> | 91.34 | 0.004567 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009727 | 0.6018 | 1.091 | 0.05894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7846 | 0.7338 | 1.548 | 0.9959 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6994 | 1.964 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.264 | 1.163 | -0.05494 | -0.06753 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3641 | 0.6248 | 0.1998 | 1.877 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5696 | 0.3809 | 0.8989 | 3.758 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2123 | -1.578 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 479.87893 | 1.001 | -1.256 | -0.9150 | -0.9312 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.045 | -1.024 | -0.2268 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7799 | -1.052 | -0.6825 | -0.8629 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.056 | -0.2060 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.87893 | 91.06 | -5.456 | -0.8941 | -2.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.658 | 0.3949 | 1.099 | 0.05789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8019 | 0.7416 | 1.402 | 0.9642 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7063 | 2.016 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.87893</span> | 91.06 | 0.004269 | 0.2903 | 0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009490 | 0.5975 | 1.099 | 0.05789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8019 | 0.7416 | 1.402 | 0.9642 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7063 | 2.016 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 479.70356 | 0.9996 | -1.214 | -0.9229 | -0.9346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9992 | -0.2397 | -0.8723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7947 | -1.058 | -0.6038 | -0.8437 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.061 | -0.2328 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.70356 | 90.96 | -5.414 | -0.9011 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.642 | 0.4062 | 1.093 | 0.05853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7910 | 0.7364 | 1.495 | 0.9825 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7017 | 1.984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.70356</span> | 90.96 | 0.004455 | 0.2888 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009639 | 0.6002 | 1.093 | 0.05853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7910 | 0.7364 | 1.495 | 0.9825 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7017 | 1.984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 479.71523 | 0.9993 | -1.201 | -0.9253 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9918 | -0.2436 | -0.8656 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7992 | -1.060 | -0.5801 | -0.8379 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.063 | -0.2408 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.71523 | 90.93 | -5.401 | -0.9032 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4096 | 1.092 | 0.05873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7877 | 0.7349 | 1.523 | 0.9880 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7004 | 1.974 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.71523</span> | 90.93 | 0.004513 | 0.2884 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009685 | 0.6010 | 1.092 | 0.05873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7877 | 0.7349 | 1.523 | 0.9880 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.7004 | 1.974 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 479.73471 | 0.9991 | -1.194 | -0.9266 | -0.9362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9877 | -0.2457 | -0.8619 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8017 | -1.061 | -0.5670 | -0.8347 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2453 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.73471 | 90.92 | -5.394 | -0.9044 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4115 | 1.091 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7859 | 0.7340 | 1.539 | 0.9911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6996 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.73471</span> | 90.92 | 0.004545 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009710 | 0.6015 | 1.091 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7859 | 0.7340 | 1.539 | 0.9911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6996 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 479.71271 | 1.001 | -1.190 | -0.9273 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9854 | -0.2468 | -0.8594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8032 | -1.061 | -0.5599 | -0.8320 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2481 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.71271 | 91.05 | -5.390 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4126 | 1.091 | 0.05891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9937 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.71271</span> | 91.05 | 0.004564 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009725 | 0.6017 | 1.091 | 0.05891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9937 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 479.69386 | 1.003 | -1.189 | -0.9273 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -0.9851 | -0.2467 | -0.8587 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8034 | -1.061 | -0.5595 | -0.8305 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2487 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.69386 | 91.24 | -5.389 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4127 | 1.091 | 0.05893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7847 | 0.7338 | 1.548 | 0.9951 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6994 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.69386</span> | 91.24 | 0.004566 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009726 | 0.6017 | 1.091 | 0.05893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7847 | 0.7338 | 1.548 | 0.9951 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6994 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.722 | 1.155 | -0.1645 | -0.05121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3669 | 0.6376 | 0.06785 | 1.772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5854 | 0.2936 | 0.9229 | 3.709 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2520 | -1.579 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 479.68901 | 1.004 | -1.189 | -0.9273 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9853 | -0.2467 | -0.8591 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8033 | -1.061 | -0.5597 | -0.8314 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2483 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.68901 | 91.32 | -5.389 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4126 | 1.091 | 0.05892 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7848 | 0.7337 | 1.547 | 0.9942 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.68901</span> | 91.32 | 0.004565 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009725 | 0.6017 | 1.091 | 0.05892 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7848 | 0.7337 | 1.547 | 0.9942 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.772 | 1.160 | -0.07003 | -0.06455 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3646 | 0.6238 | 0.08418 | 1.806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5672 | 0.3711 | 0.9250 | 3.651 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2161 | -1.579 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 479.68474 | 1.003 | -1.190 | -0.9272 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9854 | -0.2468 | -0.8595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8031 | -1.061 | -0.5600 | -0.8323 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2479 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.68474 | 91.24 | -5.390 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4126 | 1.091 | 0.05890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9934 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.68474</span> | 91.24 | 0.004563 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009724 | 0.6017 | 1.091 | 0.05890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7849 | 0.7336 | 1.547 | 0.9934 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6993 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.834 | 1.153 | -0.1599 | -0.05010 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3669 | 0.6355 | 0.09191 | 1.764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5796 | 0.2889 | 1.006 | 3.561 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2610 | -1.565 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 479.68016 | 1.004 | -1.190 | -0.9272 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9856 | -0.2468 | -0.8600 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8030 | -1.061 | -0.5602 | -0.8332 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2475 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.68016 | 91.32 | -5.390 | -0.9050 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4125 | 1.091 | 0.05889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7850 | 0.7336 | 1.547 | 0.9926 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6992 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.68016</span> | 91.32 | 0.004562 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009723 | 0.6017 | 1.091 | 0.05889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7850 | 0.7336 | 1.547 | 0.9926 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6992 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.891 | 1.158 | -0.06530 | -0.06447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3645 | 0.6207 | 0.1821 | 1.812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5486 | 0.3656 | 1.002 | 3.562 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2233 | -1.574 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 479.67614 | 1.003 | -1.190 | -0.9272 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9857 | -0.2468 | -0.8604 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8028 | -1.061 | -0.5604 | -0.8341 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2472 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.67614 | 91.24 | -5.390 | -0.9049 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4124 | 1.091 | 0.05888 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7851 | 0.7335 | 1.546 | 0.9917 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6992 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.67614</span> | 91.24 | 0.004561 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009722 | 0.6017 | 1.091 | 0.05888 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7851 | 0.7335 | 1.546 | 0.9917 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6992 | 1.966 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.915 | 1.151 | -0.1574 | -0.04977 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3672 | 0.6321 | 0.06058 | 1.705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5691 | 0.2601 | 0.8724 | 3.420 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2638 | -1.562 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 479.67180 | 1.004 | -1.191 | -0.9271 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9859 | -0.2469 | -0.8608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8027 | -1.061 | -0.5607 | -0.8349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2468 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.6718 | 91.33 | -5.391 | -0.9049 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.4124 | 1.091 | 0.05887 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7852 | 0.7334 | 1.546 | 0.9909 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6991 | 1.967 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.6718</span> | 91.33 | 0.004560 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009722 | 0.6017 | 1.091 | 0.05887 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7852 | 0.7334 | 1.546 | 0.9909 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6991 | 1.967 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.074 | 1.157 | -0.05990 | -0.06452 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3645 | 0.6170 | 0.1286 | 1.744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5576 | 0.3161 | 0.9007 | 3.345 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2216 | -1.572 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 479.66809 | 1.003 | -1.191 | -0.9271 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9860 | -0.2469 | -0.8613 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8026 | -1.062 | -0.5609 | -0.8357 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2464 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.66809 | 91.23 | -5.391 | -0.9049 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4123 | 1.091 | 0.05885 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7853 | 0.7334 | 1.546 | 0.9901 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6991 | 1.967 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.66809</span> | 91.23 | 0.004558 | 0.2880 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009721 | 0.6016 | 1.091 | 0.05885 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7853 | 0.7334 | 1.546 | 0.9901 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6991 | 1.967 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.161 | 1.149 | -0.1570 | -0.04911 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3674 | 0.6293 | 0.04215 | 1.668 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5621 | 0.2625 | 0.8940 | 3.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2611 | -1.561 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 479.66397 | 1.004 | -1.191 | -0.9271 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9862 | -0.2469 | -0.8617 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8024 | -1.062 | -0.5611 | -0.8366 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2460 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.66397 | 91.33 | -5.391 | -0.9049 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4122 | 1.091 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7854 | 0.7333 | 1.546 | 0.9893 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6990 | 1.968 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.66397</span> | 91.33 | 0.004557 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009720 | 0.6016 | 1.091 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7854 | 0.7333 | 1.546 | 0.9893 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6990 | 1.968 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.197 | 1.155 | -0.05534 | -0.06448 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3644 | 0.6140 | 0.1526 | 1.765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5340 | 0.3555 | 0.9900 | 3.325 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2199 | -1.571 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 479.66043 | 1.003 | -1.191 | -0.9271 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9863 | -0.2469 | -0.8621 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8023 | -1.062 | -0.5613 | -0.8374 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2456 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.66043 | 91.23 | -5.391 | -0.9048 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4122 | 1.090 | 0.05883 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7855 | 0.7332 | 1.545 | 0.9886 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6989 | 1.968 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.66043</span> | 91.23 | 0.004556 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009719 | 0.6016 | 1.090 | 0.05883 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7855 | 0.7332 | 1.545 | 0.9886 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6989 | 1.968 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.161 | 1.147 | -0.1538 | -0.04891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3674 | 0.6262 | 0.06581 | 1.677 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5453 | 0.2828 | 1.029 | 3.251 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2683 | -1.555 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 479.65652 | 1.004 | -1.192 | -0.9270 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9865 | -0.2469 | -0.8625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8022 | -1.062 | -0.5616 | -0.8382 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2452 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.65652 | 91.33 | -5.392 | -0.9048 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4121 | 1.090 | 0.05882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7856 | 0.7332 | 1.545 | 0.9878 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6989 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.65652</span> | 91.33 | 0.004554 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009718 | 0.6016 | 1.090 | 0.05882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7856 | 0.7332 | 1.545 | 0.9878 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6989 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.221 | 1.153 | -0.05203 | -0.06424 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3643 | 0.6104 | 0.04854 | 1.680 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5365 | 0.2999 | 0.7877 | 3.080 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2284 | -1.566 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 479.65328 | 1.003 | -1.192 | -0.9270 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -0.9866 | -0.2470 | -0.8629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8020 | -1.062 | -0.5618 | -0.8389 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.064 | -0.2448 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.65328 | 91.23 | -5.392 | -0.9048 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4120 | 1.090 | 0.05880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7857 | 0.7331 | 1.545 | 0.9871 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6988 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.65328</span> | 91.23 | 0.004553 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009717 | 0.6016 | 1.090 | 0.05880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7857 | 0.7331 | 1.545 | 0.9871 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6988 | 1.969 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.438 | 1.145 | -0.1538 | -0.04822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3675 | 0.6235 | 0.0004265 | 1.625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5487 | 0.2329 | 0.8499 | 3.058 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2658 | -1.554 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 479.64923 | 1.004 | -1.192 | -0.9270 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9868 | -0.2469 | -0.8633 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8019 | -1.062 | -0.5621 | -0.8396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2444 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.64923 | 91.32 | -5.392 | -0.9048 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4119 | 1.091 | 0.05879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7858 | 0.7330 | 1.544 | 0.9864 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6988 | 1.970 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.64923</span> | 91.32 | 0.004551 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009716 | 0.6015 | 1.091 | 0.05879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7858 | 0.7330 | 1.544 | 0.9864 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6988 | 1.970 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.878 | 1.150 | -0.05277 | -0.06333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3643 | 0.6074 | 0.07271 | 1.651 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5369 | 0.2992 | 0.8896 | 2.970 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2314 | -1.562 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 479.64621 | 1.003 | -1.193 | -0.9270 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9870 | -0.2469 | -0.8638 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8017 | -1.062 | -0.5623 | -0.8404 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2440 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.64621 | 91.23 | -5.393 | -0.9047 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4119 | 1.091 | 0.05878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7859 | 0.7330 | 1.544 | 0.9856 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6987 | 1.970 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.64621</span> | 91.23 | 0.004550 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009715 | 0.6015 | 1.091 | 0.05878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7859 | 0.7330 | 1.544 | 0.9856 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6987 | 1.970 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.471 | 1.143 | -0.1506 | -0.04802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3674 | 0.6203 | -0.003354 | 1.603 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5429 | 0.2243 | 0.9025 | 2.920 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2732 | -1.548 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 479.64228 | 1.004 | -1.193 | -0.9269 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9872 | -0.2468 | -0.8642 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8016 | -1.062 | -0.5627 | -0.8411 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2435 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.64228 | 91.32 | -5.393 | -0.9047 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4118 | 1.091 | 0.05877 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7860 | 0.7329 | 1.544 | 0.9850 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6987 | 1.971 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.64228</span> | 91.32 | 0.004548 | 0.2881 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009714 | 0.6015 | 1.091 | 0.05877 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7860 | 0.7329 | 1.544 | 0.9850 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6987 | 1.971 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.744 | 1.148 | -0.05088 | -0.06289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3642 | 0.6037 | 0.03047 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5287 | 0.2733 | 0.8334 | 2.850 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2290 | -1.558 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 479.63935 | 1.003 | -1.193 | -0.9269 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9874 | -0.2468 | -0.8646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8014 | -1.062 | -0.5630 | -0.8419 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2431 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.63935 | 91.23 | -5.393 | -0.9047 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4117 | 1.091 | 0.05876 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7861 | 0.7329 | 1.543 | 0.9843 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6986 | 1.971 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.63935</span> | 91.23 | 0.004547 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009713 | 0.6015 | 1.091 | 0.05876 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7861 | 0.7329 | 1.543 | 0.9843 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6986 | 1.971 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.432 | 1.140 | -0.1464 | -0.04798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3672 | 0.6157 | -0.06295 | 1.547 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5341 | 0.1919 | 0.7582 | 2.801 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2698 | -1.544 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 479.63543 | 1.004 | -1.194 | -0.9268 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9876 | -0.2467 | -0.8650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8013 | -1.062 | -0.5633 | -0.8425 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2426 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.63543 | 91.32 | -5.394 | -0.9046 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.4116 | 1.091 | 0.05874 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7863 | 0.7328 | 1.543 | 0.9837 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6985 | 1.972 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.63543</span> | 91.32 | 0.004545 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009712 | 0.6015 | 1.091 | 0.05874 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7863 | 0.7328 | 1.543 | 0.9837 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6985 | 1.972 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.612 | 1.146 | -0.04876 | -0.06242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3640 | 0.6002 | 0.04743 | 1.619 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5199 | 0.2573 | 0.7734 | 2.739 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2298 | -1.553 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 479.63248 | 1.003 | -1.194 | -0.9268 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9878 | -0.2466 | -0.8655 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8011 | -1.062 | -0.5636 | -0.8432 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2421 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.63248 | 91.23 | -5.394 | -0.9046 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4115 | 1.091 | 0.05873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7864 | 0.7328 | 1.543 | 0.9830 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6985 | 1.973 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.63248</span> | 91.23 | 0.004543 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009710 | 0.6014 | 1.091 | 0.05873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7864 | 0.7328 | 1.543 | 0.9830 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6985 | 1.973 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.237 | 1.138 | -0.1400 | -0.04830 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3668 | 0.6108 | -0.07665 | 1.521 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5353 | 0.1893 | 0.7456 | 2.704 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2668 | -1.543 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 479.62869 | 1.004 | -1.195 | -0.9268 | -0.9362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9880 | -0.2464 | -0.8659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8009 | -1.062 | -0.5639 | -0.8438 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2415 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.62869 | 91.32 | -5.395 | -0.9046 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4114 | 1.091 | 0.05872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7865 | 0.7327 | 1.542 | 0.9824 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6984 | 1.973 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.62869</span> | 91.32 | 0.004541 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009709 | 0.6014 | 1.091 | 0.05872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7865 | 0.7327 | 1.542 | 0.9824 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6984 | 1.973 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.552 | 1.143 | -0.04554 | -0.06221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3637 | 0.5952 | -0.01323 | 1.563 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3448 | 0.2470 | 0.7924 | 2.643 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2272 | -1.550 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 479.62584 | 1.003 | -1.195 | -0.9268 | -0.9362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -0.9883 | -0.2463 | -0.8663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8008 | -1.062 | -0.5642 | -0.8446 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2410 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.62584 | 91.24 | -5.395 | -0.9046 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4113 | 1.091 | 0.05871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7866 | 0.7326 | 1.542 | 0.9817 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6983 | 1.974 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.62584</span> | 91.24 | 0.004539 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009708 | 0.6014 | 1.091 | 0.05871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7866 | 0.7326 | 1.542 | 0.9817 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6983 | 1.974 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.148 | 1.135 | -0.1348 | -0.04846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3664 | 0.6063 | -0.009834 | 1.510 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5271 | 0.1803 | 0.7932 | 2.587 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2684 | -1.536 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 479.62216 | 1.004 | -1.195 | -0.9267 | -0.9362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9885 | -0.2462 | -0.8667 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8007 | -1.062 | -0.5646 | -0.8451 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2404 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.62216 | 91.32 | -5.395 | -0.9045 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4112 | 1.091 | 0.05870 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7867 | 0.7326 | 1.541 | 0.9811 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6983 | 1.975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.62216</span> | 91.32 | 0.004537 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009706 | 0.6014 | 1.091 | 0.05870 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7867 | 0.7326 | 1.541 | 0.9811 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6983 | 1.975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.404 | 1.140 | -0.04564 | -0.06187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3633 | 0.5903 | -0.01970 | 1.541 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5054 | 0.2303 | 0.6483 | 2.528 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2288 | -1.542 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 479.61938 | 1.003 | -1.196 | -0.9267 | -0.9362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9887 | -0.2461 | -0.8672 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8005 | -1.062 | -0.5649 | -0.8458 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2398 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.61938 | 91.24 | -5.396 | -0.9045 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4111 | 1.091 | 0.05868 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7868 | 0.7325 | 1.541 | 0.9805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6982 | 1.975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.61938</span> | 91.24 | 0.004535 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009705 | 0.6013 | 1.091 | 0.05868 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7868 | 0.7325 | 1.541 | 0.9805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6982 | 1.975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.197 | 1.132 | -0.1312 | -0.04839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3660 | 0.6012 | 0.05916 | 1.560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4869 | 0.2015 | 0.8305 | 2.573 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2666 | -1.531 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 479.61563 | 1.003 | -1.196 | -0.9266 | -0.9361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9890 | -0.2459 | -0.8676 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8003 | -1.062 | -0.5653 | -0.8464 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2392 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.61563 | 91.32 | -5.396 | -0.9044 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4109 | 1.091 | 0.05867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7870 | 0.7325 | 1.541 | 0.9799 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6981 | 1.976 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.61563</span> | 91.32 | 0.004533 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009703 | 0.6013 | 1.091 | 0.05867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7870 | 0.7325 | 1.541 | 0.9799 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6981 | 1.976 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.024 | 1.137 | -0.04591 | -0.06118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3629 | 0.5856 | 0.004035 | 1.536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4978 | 0.2329 | 0.6617 | 2.436 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2318 | -1.535 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 479.61337 | 1.003 | -1.197 | -0.9266 | -0.9361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9892 | -0.2459 | -0.8680 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8001 | -1.063 | -0.5655 | -0.8471 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.065 | -0.2388 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.61337 | 91.23 | -5.397 | -0.9044 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.635 | 0.4109 | 1.091 | 0.05866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7871 | 0.7324 | 1.540 | 0.9792 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6980 | 1.977 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.61337</span> | 91.23 | 0.004531 | 0.2881 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009702 | 0.6013 | 1.091 | 0.05866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7871 | 0.7324 | 1.540 | 0.9792 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6980 | 1.977 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.815 | 1.129 | -0.1342 | -0.04706 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3660 | 0.5971 | -0.07697 | 1.438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5059 | 0.1462 | 0.6633 | 2.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2676 | -1.522 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 479.60932 | 1.003 | -1.197 | -0.9266 | -0.9361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9894 | -0.2456 | -0.8684 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8000 | -1.063 | -0.5659 | -0.8476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2381 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.60932 | 91.31 | -5.397 | -0.9044 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4107 | 1.091 | 0.05865 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7872 | 0.7324 | 1.540 | 0.9788 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6979 | 1.977 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.60932</span> | 91.31 | 0.004529 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009700 | 0.6013 | 1.091 | 0.05865 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7872 | 0.7324 | 1.540 | 0.9788 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6979 | 1.977 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.699 | 1.134 | -0.04549 | -0.06017 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3630 | 0.5814 | -0.04512 | 1.484 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4915 | 0.2556 | 0.7248 | 2.322 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2317 | -1.529 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 479.60706 | 1.003 | -1.198 | -0.9265 | -0.9361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9896 | -0.2455 | -0.8689 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7998 | -1.063 | -0.5661 | -0.8484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2376 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.60706 | 91.23 | -5.398 | -0.9044 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4106 | 1.091 | 0.05863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7873 | 0.7323 | 1.540 | 0.9781 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6979 | 1.978 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.60706</span> | 91.23 | 0.004527 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009699 | 0.6012 | 1.091 | 0.05863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7873 | 0.7323 | 1.540 | 0.9781 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6979 | 1.978 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.618 | 1.127 | -0.1276 | -0.04760 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3656 | 0.5915 | -0.08622 | 1.415 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5531 | 0.1512 | 0.6569 | 2.298 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2620 | -1.540 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 479.60314 | 1.003 | -1.198 | -0.9265 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.023 | -0.9899 | -0.2452 | -0.8692 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7996 | -1.063 | -0.5665 | -0.8488 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2369 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.60314 | 91.31 | -5.398 | -0.9043 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4105 | 1.091 | 0.05862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7875 | 0.7322 | 1.539 | 0.9776 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.979 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.60314</span> | 91.31 | 0.004525 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009698 | 0.6012 | 1.091 | 0.05862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7875 | 0.7322 | 1.539 | 0.9776 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.979 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.641 | 1.131 | -0.04213 | -0.06002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3627 | 0.5770 | -0.05114 | 1.464 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4913 | 0.1735 | 0.5980 | 2.238 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2116 | -1.521 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 479.60093 | 1.003 | -1.199 | -0.9265 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9901 | -0.2452 | -0.8697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7994 | -1.063 | -0.5667 | -0.8495 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2363 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.60093 | 91.23 | -5.399 | -0.9043 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4104 | 1.091 | 0.05861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7876 | 0.7322 | 1.539 | 0.9769 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.980 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.60093</span> | 91.23 | 0.004523 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009696 | 0.6012 | 1.091 | 0.05861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7876 | 0.7322 | 1.539 | 0.9769 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.980 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.657 | 1.124 | -0.1240 | -0.04721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3655 | 0.5872 | -0.09119 | 1.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4948 | 0.1646 | 0.6965 | 2.186 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2747 | -1.512 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 479.59701 | 1.003 | -1.199 | -0.9264 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9904 | -0.2448 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7992 | -1.063 | -0.5670 | -0.8499 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2356 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.59701 | 91.31 | -5.399 | -0.9043 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4103 | 1.091 | 0.05860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7877 | 0.7321 | 1.539 | 0.9766 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6976 | 1.980 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.59701</span> | 91.31 | 0.004520 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009695 | 0.6012 | 1.091 | 0.05860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7877 | 0.7321 | 1.539 | 0.9766 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6976 | 1.980 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.447 | 1.128 | -0.03826 | -0.05934 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3628 | 0.5721 | -0.04376 | 1.440 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4844 | 0.2233 | -0.3355 | 1.410 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3677 | -1.539 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 479.59436 | 1.003 | -1.200 | -0.9264 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9907 | -0.2446 | -0.8705 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7990 | -1.063 | -0.5669 | -0.8504 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2349 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.59436 | 91.23 | -5.400 | -0.9042 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.636 | 0.4102 | 1.091 | 0.05858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7879 | 0.7320 | 1.539 | 0.9761 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.981 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.59436</span> | 91.23 | 0.004518 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009693 | 0.6011 | 1.091 | 0.05858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7879 | 0.7320 | 1.539 | 0.9761 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.981 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.478 | 1.121 | -0.1165 | -0.04761 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3651 | 0.5835 | -0.09604 | 1.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4943 | 0.1086 | -0.4551 | 1.395 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3088 | -1.502 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 479.58979 | 1.003 | -1.200 | -0.9263 | -0.9359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9910 | -0.2442 | -0.8708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7988 | -1.063 | -0.5665 | -0.8506 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2341 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.58979 | 91.30 | -5.400 | -0.9042 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4100 | 1.092 | 0.05858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7880 | 0.7319 | 1.539 | 0.9759 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.982 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.58979</span> | 91.30 | 0.004516 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009691 | 0.6011 | 1.092 | 0.05858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7880 | 0.7319 | 1.539 | 0.9759 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.982 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.813 | 1.125 | -0.03904 | -0.05862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3624 | 0.5728 | -0.008587 | 1.448 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2657 | 0.1639 | 0.6610 | 2.108 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2622 | -1.501 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 479.58727 | 1.003 | -1.201 | -0.9263 | -0.9359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9912 | -0.2441 | -0.8713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7987 | -1.063 | -0.5668 | -0.8514 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2335 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.58727 | 91.24 | -5.401 | -0.9042 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4099 | 1.092 | 0.05856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7881 | 0.7318 | 1.539 | 0.9751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.983 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.58727</span> | 91.24 | 0.004513 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009690 | 0.6011 | 1.092 | 0.05856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7881 | 0.7318 | 1.539 | 0.9751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.983 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.987 | 1.119 | -0.1055 | -0.04878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3644 | 0.5797 | -0.03160 | 1.359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4809 | 0.09403 | -0.4184 | 1.337 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2770 | -1.489 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 479.58366 | 1.004 | -1.201 | -0.9263 | -0.9359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.024 | -0.9915 | -0.2438 | -0.8717 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7986 | -1.063 | -0.5667 | -0.8517 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2327 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.58366 | 91.32 | -5.401 | -0.9041 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4098 | 1.092 | 0.05855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7882 | 0.7317 | 1.539 | 0.9749 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.58366</span> | 91.32 | 0.004511 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009688 | 0.6010 | 1.092 | 0.05855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7882 | 0.7317 | 1.539 | 0.9749 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6978 | 1.984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.434 | 1.122 | -0.01954 | -0.06326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3597 | 0.5645 | -0.03484 | 1.404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4782 | 0.1697 | -0.05991 | 1.573 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2504 | -1.489 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 479.57994 | 1.003 | -1.202 | -0.9262 | -0.9358 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9918 | -0.2433 | -0.8720 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7984 | -1.063 | -0.5664 | -0.8520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2319 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.57994 | 91.26 | -5.402 | -0.9041 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4096 | 1.092 | 0.05854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7884 | 0.7316 | 1.539 | 0.9746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.985 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.57994</span> | 91.26 | 0.004508 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009686 | 0.6010 | 1.092 | 0.05854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7884 | 0.7316 | 1.539 | 0.9746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6977 | 1.985 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.328 | 1.117 | -0.07952 | -0.05137 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3636 | 0.5738 | 0.02815 | 1.418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4669 | 0.1345 | 0.7258 | 2.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2949 | -1.476 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 479.57683 | 1.004 | -1.202 | -0.9262 | -0.9358 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9921 | -0.2431 | -0.8724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7982 | -1.064 | -0.5667 | -0.8526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2311 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.57683 | 91.32 | -5.402 | -0.9041 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4095 | 1.092 | 0.05853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7885 | 0.7315 | 1.539 | 0.9740 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6976 | 1.986 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.57683</span> | 91.32 | 0.004505 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009684 | 0.6010 | 1.092 | 0.05853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7885 | 0.7315 | 1.539 | 0.9740 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6976 | 1.986 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.369 | 1.121 | -0.01236 | -0.06033 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3618 | 0.5608 | -0.009614 | 1.424 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4677 | 0.1416 | 0.6194 | 1.932 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2634 | -1.483 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 479.57433 | 1.003 | -1.203 | -0.9262 | -0.9358 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9924 | -0.2429 | -0.8728 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7980 | -1.064 | -0.5671 | -0.8530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2304 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.57433 | 91.25 | -5.403 | -0.9041 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.4094 | 1.092 | 0.05852 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7886 | 0.7315 | 1.539 | 0.9736 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6975 | 1.987 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.57433</span> | 91.25 | 0.004503 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009683 | 0.6009 | 1.092 | 0.05852 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7886 | 0.7315 | 1.539 | 0.9736 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6975 | 1.987 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.507 | 1.111 | -0.09183 | -0.05192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3614 | 0.5665 | -0.03887 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4753 | 0.07826 | 0.5528 | 1.905 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2844 | -1.468 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 479.57116 | 1.003 | -1.204 | -0.9262 | -0.9357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9927 | -0.2425 | -0.8732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7978 | -1.064 | -0.5674 | -0.8534 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2297 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.57116 | 91.32 | -5.404 | -0.9040 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.638 | 0.4092 | 1.092 | 0.05851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7888 | 0.7315 | 1.538 | 0.9732 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6973 | 1.988 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.57116</span> | 91.32 | 0.004500 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009681 | 0.6009 | 1.092 | 0.05851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7888 | 0.7315 | 1.538 | 0.9732 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6973 | 1.988 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.953 | 1.117 | -0.01332 | -0.05913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3618 | 0.5550 | -0.01942 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4588 | 0.1396 | 0.5378 | 1.901 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2564 | -1.475 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 479.56857 | 1.003 | -1.204 | -0.9261 | -0.9357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -0.9930 | -0.2422 | -0.8735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7976 | -1.064 | -0.5677 | -0.8539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.2289 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.56857 | 91.25 | -5.404 | -0.9040 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.638 | 0.4091 | 1.092 | 0.05850 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7889 | 0.7314 | 1.538 | 0.9728 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6972 | 1.989 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.56857</span> | 91.25 | 0.004497 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009679 | 0.6009 | 1.092 | 0.05850 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7889 | 0.7314 | 1.538 | 0.9728 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6972 | 1.989 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.279 | 1.109 | -0.08378 | -0.05051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3625 | 0.5609 | -0.06234 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5093 | 0.06989 | -1.266 | 1.852 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2753 | -1.463 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 479.56430 | 1.003 | -1.205 | -0.9261 | -0.9357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9933 | -0.2419 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7974 | -1.064 | -0.5672 | -0.8543 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2281 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.5643 | 91.31 | -5.405 | -0.9040 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.638 | 0.4090 | 1.093 | 0.05849 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7891 | 0.7314 | 1.538 | 0.9724 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6971 | 1.990 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.5643</span> | 91.31 | 0.004495 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009677 | 0.6008 | 1.093 | 0.05849 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7891 | 0.7314 | 1.538 | 0.9724 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6971 | 1.990 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.181 | 1.113 | -0.01711 | -0.05862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3610 | 0.5490 | -0.06295 | 1.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4495 | 0.1474 | 0.6781 | 1.913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2455 | -1.468 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 479.56239 | 1.003 | -1.205 | -0.9261 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9935 | -0.2417 | -0.8744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7972 | -1.064 | -0.5674 | -0.8549 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2275 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.56239 | 91.24 | -5.405 | -0.9040 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.638 | 0.4089 | 1.093 | 0.05847 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7892 | 0.7313 | 1.538 | 0.9718 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6970 | 1.990 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.56239</span> | 91.24 | 0.004493 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009675 | 0.6008 | 1.093 | 0.05847 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7892 | 0.7313 | 1.538 | 0.9718 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6970 | 1.990 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.516 | 1.106 | -0.09308 | -0.04714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3636 | 0.5580 | -0.04406 | 1.488 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4662 | 0.05187 | 0.6104 | 1.787 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2769 | -1.453 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 479.55877 | 1.003 | -1.206 | -0.9261 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9938 | -0.2414 | -0.8747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7970 | -1.064 | -0.5678 | -0.8553 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2268 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.55877 | 91.31 | -5.406 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.638 | 0.4087 | 1.093 | 0.05846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7894 | 0.7313 | 1.538 | 0.9714 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6969 | 1.991 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.55877</span> | 91.31 | 0.004490 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009674 | 0.6008 | 1.093 | 0.05846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7894 | 0.7313 | 1.538 | 0.9714 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6969 | 1.991 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.254 | 1.111 | -0.01255 | -0.05783 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3613 | 0.5437 | -0.01079 | 1.366 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4954 | 0.1048 | 0.5565 | 1.745 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2417 | -1.458 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 479.55696 | 1.003 | -1.206 | -0.9261 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9940 | -0.2413 | -0.8753 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7968 | -1.064 | -0.5681 | -0.8559 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2262 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.55696 | 91.24 | -5.406 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4086 | 1.093 | 0.05845 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7895 | 0.7312 | 1.537 | 0.9708 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6968 | 1.992 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.55696</span> | 91.24 | 0.004488 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009672 | 0.6008 | 1.093 | 0.05845 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7895 | 0.7312 | 1.537 | 0.9708 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6968 | 1.992 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.420 | 1.104 | -0.08938 | -0.04652 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3638 | 0.5524 | -0.03600 | 1.474 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4537 | 0.08714 | 0.5943 | 1.686 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2777 | -1.443 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 479.55331 | 1.003 | -1.207 | -0.9260 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9943 | -0.2409 | -0.8756 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7966 | -1.064 | -0.5684 | -0.8562 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2254 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.55331 | 91.31 | -5.407 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4085 | 1.093 | 0.05844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7897 | 0.7312 | 1.537 | 0.9706 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 1.993 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.55331</span> | 91.31 | 0.004485 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009670 | 0.6007 | 1.093 | 0.05844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7897 | 0.7312 | 1.537 | 0.9706 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 1.993 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.940 | 1.107 | -0.01326 | -0.05734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3610 | 0.5380 | -0.03050 | 1.334 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4419 | 0.09953 | 0.4758 | 1.660 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2363 | -1.448 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 479.55178 | 1.003 | -1.208 | -0.9260 | -0.9355 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.026 | -0.9945 | -0.2409 | -0.8762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7964 | -1.064 | -0.5686 | -0.8569 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2248 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.55178 | 91.23 | -5.408 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4084 | 1.093 | 0.05842 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7898 | 0.7311 | 1.537 | 0.9699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.994 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.55178</span> | 91.23 | 0.004483 | 0.2882 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009668 | 0.6007 | 1.093 | 0.05842 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7898 | 0.7311 | 1.537 | 0.9699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.994 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.846 | 1.100 | -0.09130 | -0.04553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3638 | 0.5474 | -0.02936 | 1.430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4494 | 0.05105 | 0.6245 | 1.611 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2724 | -1.435 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 479.54790 | 1.003 | -1.208 | -0.9260 | -0.9355 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.9948 | -0.2405 | -0.8765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7962 | -1.064 | -0.5690 | -0.8571 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2240 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.5479 | 91.30 | -5.408 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4083 | 1.093 | 0.05841 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7899 | 0.7311 | 1.536 | 0.9697 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 1.995 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.5479</span> | 91.30 | 0.004480 | 0.2883 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009667 | 0.6007 | 1.093 | 0.05841 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7899 | 0.7311 | 1.536 | 0.9697 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 1.995 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.570 | 1.104 | -0.01594 | -0.05674 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3607 | 0.5327 | -0.02577 | 1.253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4401 | 0.07544 | -0.5163 | 0.8741 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3456 | -1.445 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 479.54587 | 1.003 | -1.209 | -0.9260 | -0.9355 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.9951 | -0.2405 | -0.8771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7960 | -1.064 | -0.5687 | -0.8576 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2233 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.54587 | 91.23 | -5.409 | -0.9039 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4081 | 1.093 | 0.05839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7901 | 0.7310 | 1.537 | 0.9693 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.995 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.54587</span> | 91.23 | 0.004478 | 0.2883 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009665 | 0.6006 | 1.093 | 0.05839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7901 | 0.7310 | 1.537 | 0.9693 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.995 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.902 | 1.097 | -0.08880 | -0.04568 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3633 | 0.5436 | -0.03820 | 1.421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4438 | 0.04451 | 0.5507 | 1.558 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2862 | -1.423 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 479.54157 | 1.003 | -1.209 | -0.9260 | -0.9354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.9954 | -0.2399 | -0.8773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7958 | -1.064 | -0.5687 | -0.8577 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.54157 | 91.30 | -5.409 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.639 | 0.4080 | 1.093 | 0.05839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7902 | 0.7309 | 1.537 | 0.9691 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.996 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.54157</span> | 91.30 | 0.004475 | 0.2883 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009663 | 0.6006 | 1.093 | 0.05839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7902 | 0.7309 | 1.537 | 0.9691 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.996 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.063 | 1.100 | -0.01768 | -0.05631 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3603 | 0.5311 | -0.05904 | 1.468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4400 | 0.06384 | 0.5216 | 1.564 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2548 | -1.433 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 479.53906 | 1.003 | -1.210 | -0.9259 | -0.9354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.9956 | -0.2399 | -0.8780 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7956 | -1.064 | -0.5689 | -0.8584 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2218 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.53906 | 91.25 | -5.410 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.640 | 0.4079 | 1.093 | 0.05837 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7904 | 0.7309 | 1.536 | 0.9684 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 1.997 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.53906</span> | 91.25 | 0.004472 | 0.2883 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009661 | 0.6006 | 1.093 | 0.05837 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7904 | 0.7309 | 1.536 | 0.9684 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 1.997 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.131 | 1.095 | -0.06506 | -0.04908 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3620 | 0.5356 | -0.007514 | 1.441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4274 | 0.08578 | -0.3543 | 0.8441 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2944 | -1.418 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 479.53616 | 1.004 | -1.210 | -0.9259 | -0.9354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.027 | -0.9959 | -0.2396 | -0.8785 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7954 | -1.064 | -0.5688 | -0.8586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2210 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.53616 | 91.33 | -5.410 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.640 | 0.4077 | 1.094 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7905 | 0.7308 | 1.537 | 0.9682 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.998 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.53616</span> | 91.33 | 0.004470 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009659 | 0.6005 | 1.094 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7905 | 0.7308 | 1.537 | 0.9682 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 1.998 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.979 | 1.099 | 0.01619 | -0.06233 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3580 | 0.5217 | -0.09749 | 1.245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4289 | 0.1115 | -0.5282 | 0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3266 | -1.417 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 75</span>| 479.53242 | 1.003 | -1.211 | -0.9259 | -0.9353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.9962 | -0.2391 | -0.8787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7953 | -1.065 | -0.5685 | -0.8588 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2202 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.53242 | 91.27 | -5.411 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.640 | 0.4076 | 1.094 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7906 | 0.7307 | 1.537 | 0.9681 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 1.999 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.53242</span> | 91.27 | 0.004467 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009657 | 0.6005 | 1.094 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7906 | 0.7307 | 1.537 | 0.9681 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 1.999 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.679 | 1.093 | -0.04308 | -0.05224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3605 | 0.5318 | -0.002555 | 1.446 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4215 | 0.05786 | 0.6079 | 1.538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2997 | -1.401 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 76</span>| 479.52958 | 1.004 | -1.212 | -0.9259 | -0.9353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.9965 | -0.2388 | -0.8793 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7951 | -1.065 | -0.5686 | -0.8593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2194 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.52958 | 91.33 | -5.412 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.640 | 0.4075 | 1.094 | 0.05833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7908 | 0.7306 | 1.537 | 0.9676 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 2.000 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.52958</span> | 91.33 | 0.004464 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009655 | 0.6005 | 1.094 | 0.05833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7908 | 0.7306 | 1.537 | 0.9676 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 2.000 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.139 | 1.094 | 0.01046 | -0.06226 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3570 | 0.5194 | -0.09592 | 1.421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4323 | 0.06052 | -0.5454 | 0.7071 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2962 | -1.410 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 77</span>| 479.52646 | 1.003 | -1.212 | -0.9259 | -0.9353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.9968 | -0.2384 | -0.8797 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7949 | -1.065 | -0.5684 | -0.8594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2186 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.52646 | 91.26 | -5.412 | -0.9038 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.640 | 0.4073 | 1.094 | 0.05832 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7909 | 0.7304 | 1.537 | 0.9675 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 2.001 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.52646</span> | 91.26 | 0.004461 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009653 | 0.6005 | 1.094 | 0.05832 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7909 | 0.7304 | 1.537 | 0.9675 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 2.001 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.758 | 1.088 | -0.05217 | -0.05158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3593 | 0.5291 | -0.05980 | 1.185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4227 | -2.218 | -0.3659 | 0.8223 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2423 | -1.392 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 78</span>| 479.52294 | 1.003 | -1.213 | -0.9258 | -0.9352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.9971 | -0.2379 | -0.8800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7947 | -1.064 | -0.5681 | -0.8596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2178 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.52294 | 91.30 | -5.413 | -0.9037 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.641 | 0.4072 | 1.094 | 0.05831 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7910 | 0.7311 | 1.537 | 0.9673 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6967 | 2.002 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.52294</span> | 91.30 | 0.004458 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009652 | 0.6004 | 1.094 | 0.05831 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7910 | 0.7311 | 1.537 | 0.9673 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6967 | 2.002 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.7571 | 1.091 | -0.01328 | -0.05733 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3573 | 0.5211 | 0.006105 | 1.423 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4119 | 0.1268 | 0.6771 | 1.465 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.3146 | -1.386 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 79</span>| 479.52041 | 1.003 | -1.213 | -0.9258 | -0.9352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.028 | -0.9973 | -0.2380 | -0.8807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7945 | -1.064 | -0.5684 | -0.8604 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.52041 | 91.27 | -5.413 | -0.9037 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.641 | 0.4071 | 1.094 | 0.05829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7912 | 0.7311 | 1.537 | 0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 2.003 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.52041</span> | 91.27 | 0.004456 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009650 | 0.6004 | 1.094 | 0.05829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7912 | 0.7311 | 1.537 | 0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6965 | 2.003 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.400 | 1.087 | -0.04852 | -0.05189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3585 | 0.5236 | -0.05100 | 1.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4319 | 0.01564 | 0.3566 | 1.324 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.3221 | -1.379 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 80</span>| 479.51911 | 1.004 | -1.214 | -0.9258 | -0.9352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9976 | -0.2379 | -0.8812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7944 | -1.064 | -0.5686 | -0.8609 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2166 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.51911 | 91.35 | -5.414 | -0.9037 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.641 | 0.4070 | 1.094 | 0.05828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7913 | 0.7310 | 1.537 | 0.9661 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.004 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.51911</span> | 91.35 | 0.004454 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009648 | 0.6004 | 1.094 | 0.05828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7913 | 0.7310 | 1.537 | 0.9661 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.004 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.458 | 1.092 | 0.04306 | -0.06507 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3552 | 0.5068 | -0.06807 | 1.418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4090 | 0.1358 | -0.5109 | 0.5676 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2804 | -1.390 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 81</span>| 479.51487 | 1.003 | -1.215 | -0.9258 | -0.9352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9978 | -0.2377 | -0.8817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7942 | -1.064 | -0.5685 | -0.8612 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2158 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.51487 | 91.27 | -5.415 | -0.9037 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.641 | 0.4069 | 1.094 | 0.05826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7914 | 0.7307 | 1.537 | 0.9658 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.005 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.51487</span> | 91.27 | 0.004451 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009647 | 0.6003 | 1.094 | 0.05826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7914 | 0.7307 | 1.537 | 0.9658 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.005 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.582 | 1.084 | -0.03533 | -0.05340 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3581 | 0.5175 | -0.06480 | 1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4224 | 0.03489 | -0.5536 | 0.6041 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2386 | -1.371 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 82</span>| 479.51208 | 1.004 | -1.215 | -0.9258 | -0.9351 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9981 | -0.2375 | -0.8823 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7939 | -1.065 | -0.5682 | -0.8615 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2150 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.51208 | 91.34 | -5.415 | -0.9037 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.641 | 0.4067 | 1.094 | 0.05824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7916 | 0.7306 | 1.537 | 0.9655 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.006 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.51208</span> | 91.34 | 0.004449 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009645 | 0.6003 | 1.094 | 0.05824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7916 | 0.7306 | 1.537 | 0.9655 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.006 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.943 | 1.087 | 0.02817 | -0.06279 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3555 | 0.5065 | -0.06060 | 1.305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4115 | 0.06912 | 0.4865 | 1.240 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2990 | -1.371 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 83</span>| 479.50842 | 1.003 | -1.216 | -0.9258 | -0.9351 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9984 | -0.2372 | -0.8827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7937 | -1.065 | -0.5683 | -0.8618 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2141 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.50842 | 91.29 | -5.416 | -0.9037 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.642 | 0.4066 | 1.095 | 0.05823 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7918 | 0.7302 | 1.537 | 0.9652 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6962 | 2.007 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.50842</span> | 91.29 | 0.004446 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009643 | 0.6003 | 1.095 | 0.05823 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7918 | 0.7302 | 1.537 | 0.9652 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6962 | 2.007 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.7463 | 1.081 | -0.02105 | -0.05532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3572 | 0.5118 | -0.07839 | 1.134 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4206 | 0.01709 | -0.5616 | 0.5218 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2429 | -1.361 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 84</span>| 479.50515 | 1.004 | -1.216 | -0.9258 | -0.9351 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.029 | -0.9987 | -0.2372 | -0.8834 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7935 | -1.065 | -0.5680 | -0.8621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2133 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.50515 | 91.33 | -5.416 | -0.9037 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.642 | 0.4065 | 1.095 | 0.05821 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7919 | 0.7302 | 1.537 | 0.9649 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.008 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.50515</span> | 91.33 | 0.004443 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009641 | 0.6002 | 1.095 | 0.05821 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7919 | 0.7302 | 1.537 | 0.9649 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.008 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 85</span>| 479.49887 | 1.004 | -1.219 | -0.9257 | -0.9350 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.030 | -0.9997 | -0.2363 | -0.8851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7928 | -1.066 | -0.5675 | -0.8630 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2104 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.49887 | 91.39 | -5.419 | -0.9037 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.642 | 0.4060 | 1.095 | 0.05816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7925 | 0.7293 | 1.538 | 0.9641 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.011 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.49887</span> | 91.39 | 0.004434 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009634 | 0.6001 | 1.095 | 0.05816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7925 | 0.7293 | 1.538 | 0.9641 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.011 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.922 | 1.081 | 0.1004 | -0.07252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3520 | 0.4871 | 0.2543 | 1.578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3854 | 0.03465 | -0.5794 | 0.4083 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2550 | -1.344 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 86</span>| 479.48147 | 1.003 | -1.221 | -0.9257 | -0.9348 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.031 | -1.001 | -0.2344 | -0.8861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7921 | -1.067 | -0.5658 | -0.8636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2068 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.48147 | 91.29 | -5.421 | -0.9036 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.643 | 0.4054 | 1.096 | 0.05813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7930 | 0.7283 | 1.540 | 0.9635 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.016 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.48147</span> | 91.29 | 0.004421 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009626 | 0.6000 | 1.096 | 0.05813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7930 | 0.7283 | 1.540 | 0.9635 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6963 | 2.016 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 87</span>| 479.46291 | 1.003 | -1.226 | -0.9256 | -0.9345 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.032 | -1.003 | -0.2312 | -0.8874 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7910 | -1.069 | -0.5631 | -0.8644 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.2012 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.46291 | 91.29 | -5.426 | -0.9035 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.645 | 0.4045 | 1.097 | 0.05809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7937 | 0.7267 | 1.543 | 0.9627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.022 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.46291</span> | 91.29 | 0.004402 | 0.2883 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009612 | 0.5998 | 1.097 | 0.05809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7937 | 0.7267 | 1.543 | 0.9627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6964 | 2.022 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 88</span>| 479.38653 | 1.003 | -1.248 | -0.9250 | -0.9332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.039 | -1.013 | -0.2154 | -0.8940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7859 | -1.078 | -0.5497 | -0.8687 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.067 | -0.1734 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.38653 | 91.26 | -5.448 | -0.9030 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.652 | 0.4000 | 1.104 | 0.05790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7975 | 0.7188 | 1.559 | 0.9587 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 2.056 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.38653</span> | 91.26 | 0.004306 | 0.2884 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009547 | 0.5987 | 1.104 | 0.05790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7975 | 0.7188 | 1.559 | 0.9587 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6966 | 2.056 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 89</span>| 479.33405 | 1.002 | -1.333 | -0.9226 | -0.9281 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.066 | -1.051 | -0.1533 | -0.9198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7659 | -1.112 | -0.4971 | -0.8853 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.066 | -0.06439 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.33405 | 91.15 | -5.533 | -0.9008 | -2.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.678 | 0.3823 | 1.129 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8121 | 0.6876 | 1.621 | 0.9427 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6975 | 2.188 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.33405</span> | 91.15 | 0.003953 | 0.2889 | 0.1119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009294 | 0.5944 | 1.129 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8121 | 0.6876 | 1.621 | 0.9427 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6975 | 2.188 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -22.35 | 0.8049 | 0.3265 | -0.06456 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3038 | 0.2091 | 1.763 | 1.473 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5535 | -2.463 | 1.244 | -0.6274 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.702 | -0.2760 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 90</span>| 479.70817 | 1.005 | -1.492 | -0.9504 | -0.9122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.121 | -1.106 | -0.1774 | -0.9510 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7305 | -1.145 | -0.4385 | -0.8800 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.177 | -0.01012 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.70817 | 91.47 | -5.692 | -0.9256 | -2.175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.734 | 0.3572 | 1.119 | 0.05625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8380 | 0.6579 | 1.691 | 0.9478 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6020 | 2.254 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.70817</span> | 91.47 | 0.003371 | 0.2838 | 0.1137 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008794 | 0.5884 | 1.119 | 0.05625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8380 | 0.6579 | 1.691 | 0.9478 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6020 | 2.254 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 91</span>| 479.27063 | 1.005 | -1.375 | -0.9298 | -0.9240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.080 | -1.065 | -0.1597 | -0.9281 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7567 | -1.120 | -0.4820 | -0.8839 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.095 | -0.05030 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.27063 | 91.42 | -5.575 | -0.9073 | -2.186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.693 | 0.3758 | 1.127 | 0.05692 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8189 | 0.6801 | 1.639 | 0.9441 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6726 | 2.206 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.27063</span> | 91.42 | 0.003793 | 0.2876 | 0.1123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009162 | 0.5929 | 1.127 | 0.05692 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8189 | 0.6801 | 1.639 | 0.9441 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6726 | 2.206 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.862 | 0.7516 | 0.3576 | -0.07893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2806 | -0.4298 | 1.369 | 1.213 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5227 | -2.562 | 2.801 | -1.010 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.234 | -0.5388 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 92</span>| 479.18239 | 1.005 | -1.423 | -0.9401 | -0.9189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1729 | -0.9195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7414 | -1.117 | -0.4967 | -0.8806 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04375 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.18239 | 91.43 | -5.623 | -0.9165 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.710 | 0.3764 | 1.121 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8300 | 0.6834 | 1.622 | 0.9472 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.213 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.18239</span> | 91.43 | 0.003613 | 0.2857 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009001 | 0.5930 | 1.121 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8300 | 0.6834 | 1.622 | 0.9472 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.213 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.797 | 0.6564 | -0.1913 | -0.04289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2359 | -0.3012 | 1.209 | 1.124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4349 | -2.322 | 2.160 | -0.7215 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1578 | -0.4171 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 93</span>| 479.53483 | 0.9938 | -1.508 | -0.8927 | -0.9141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.127 | -1.054 | -0.1802 | -0.9016 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7110 | -1.089 | -0.5260 | -0.8567 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.093 | -0.01567 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.53483 | 90.44 | -5.708 | -0.8742 | -2.177 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.740 | 0.3812 | 1.118 | 0.05768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8523 | 0.7081 | 1.587 | 0.9700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6741 | 2.248 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.53483</span> | 90.44 | 0.003320 | 0.2944 | 0.1134 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008741 | 0.5942 | 1.118 | 0.05768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8523 | 0.7081 | 1.587 | 0.9700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6741 | 2.248 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 94</span>| 479.57437 | 0.9943 | -1.436 | -0.9336 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.102 | -1.062 | -0.1777 | -0.9209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7362 | -1.106 | -0.5073 | -0.8753 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03890 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.57437 | 90.49 | -5.636 | -0.9106 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.715 | 0.3775 | 1.119 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8338 | 0.6933 | 1.609 | 0.9523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.219 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.57437</span> | 90.49 | 0.003567 | 0.2869 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008961 | 0.5933 | 1.119 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8338 | 0.6933 | 1.609 | 0.9523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.219 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 95</span>| 479.18328 | 1.003 | -1.424 | -0.9400 | -0.9189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1736 | -0.9201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7412 | -1.115 | -0.4980 | -0.8802 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04351 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.18328 | 91.28 | -5.624 | -0.9164 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3765 | 1.121 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8302 | 0.6847 | 1.620 | 0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.18328</span> | 91.28 | 0.003612 | 0.2857 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009000 | 0.5930 | 1.121 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8302 | 0.6847 | 1.620 | 0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 96</span>| 479.17990 | 1.004 | -1.423 | -0.9401 | -0.9189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1732 | -0.9198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7413 | -1.116 | -0.4973 | -0.8805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04364 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.1799 | 91.36 | -5.623 | -0.9164 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.710 | 0.3764 | 1.121 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8301 | 0.6840 | 1.621 | 0.9474 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.1799</span> | 91.36 | 0.003612 | 0.2857 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009001 | 0.5930 | 1.121 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8301 | 0.6840 | 1.621 | 0.9474 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.933 | 0.6514 | -0.2757 | -0.03244 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2382 | -0.2823 | 1.183 | 1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4397 | -2.345 | 2.145 | -0.7620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1240 | -0.3947 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 97</span>| 479.17667 | 1.005 | -1.424 | -0.9399 | -0.9189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1735 | -0.9200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7411 | -1.116 | -0.4978 | -0.8802 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04350 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.17667 | 91.44 | -5.624 | -0.9162 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3765 | 1.121 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8302 | 0.6845 | 1.621 | 0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.17667</span> | 91.44 | 0.003611 | 0.2857 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009000 | 0.5930 | 1.121 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8302 | 0.6845 | 1.621 | 0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.521 | 0.6547 | -0.1751 | -0.04313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2353 | -0.2995 | 1.118 | 1.121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4506 | -2.323 | 2.084 | -0.7259 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1653 | -0.4503 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 98</span>| 479.17418 | 1.004 | -1.424 | -0.9398 | -0.9188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1738 | -0.9202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7410 | -1.115 | -0.4983 | -0.8800 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04335 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.17418 | 91.36 | -5.624 | -0.9161 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3765 | 1.121 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8303 | 0.6850 | 1.620 | 0.9478 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.17418</span> | 91.36 | 0.003610 | 0.2857 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008999 | 0.5930 | 1.121 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8303 | 0.6850 | 1.620 | 0.9478 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.859 | 0.6491 | -0.2708 | -0.03145 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2380 | -0.2786 | 1.113 | 1.074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4387 | -2.285 | 2.045 | -0.7498 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1354 | -0.4011 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 99</span>| 479.17107 | 1.005 | -1.424 | -0.9396 | -0.9188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.098 | -1.064 | -0.1740 | -0.9204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7408 | -1.114 | -0.4988 | -0.8798 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04320 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.17107 | 91.44 | -5.624 | -0.9160 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3766 | 1.121 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8305 | 0.6855 | 1.619 | 0.9480 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.17107</span> | 91.44 | 0.003609 | 0.2858 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008997 | 0.5930 | 1.121 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8305 | 0.6855 | 1.619 | 0.9480 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6831 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.569 | 0.6522 | -0.1642 | -0.04243 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2349 | -0.2958 | 1.101 | 1.106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4222 | -2.201 | 1.058 | -0.2096 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2358 | -0.4015 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 100</span>| 479.16873 | 1.004 | -1.425 | -0.9393 | -0.9188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.064 | -0.1743 | -0.9206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7406 | -1.114 | -0.4991 | -0.8797 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04303 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.16873 | 91.36 | -5.625 | -0.9158 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3766 | 1.121 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8306 | 0.6860 | 1.619 | 0.9481 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.16873</span> | 91.36 | 0.003607 | 0.2858 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008996 | 0.5931 | 1.121 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8306 | 0.6860 | 1.619 | 0.9481 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.214 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.833 | 0.6464 | -0.2551 | -0.03020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2388 | -0.2745 | 1.092 | 1.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4378 | -2.238 | 1.100 | -0.2036 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2823 | -0.3907 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 101</span>| 479.16547 | 1.005 | -1.426 | -0.9390 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.063 | -0.1745 | -0.9206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7403 | -1.113 | -0.4993 | -0.8795 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04283 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.16547 | 91.42 | -5.626 | -0.9155 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3767 | 1.121 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8308 | 0.6865 | 1.619 | 0.9483 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.16547</span> | 91.42 | 0.003605 | 0.2859 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008994 | 0.5931 | 1.121 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8308 | 0.6865 | 1.619 | 0.9483 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6830 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.367 | 0.6482 | -0.1602 | -0.03907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2347 | -0.2874 | 1.147 | 1.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4142 | -2.141 | 1.081 | -0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2414 | -0.4049 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 102</span>| 479.16316 | 1.004 | -1.426 | -0.9389 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.063 | -0.1748 | -0.9208 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7401 | -1.113 | -0.4996 | -0.8794 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04264 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.16316 | 91.36 | -5.626 | -0.9154 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.711 | 0.3768 | 1.120 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8310 | 0.6872 | 1.618 | 0.9484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.16316</span> | 91.36 | 0.003603 | 0.2859 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008992 | 0.5931 | 1.120 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8310 | 0.6872 | 1.618 | 0.9484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.810 | 0.6431 | -0.2376 | -0.02872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2384 | -0.2689 | 1.073 | 1.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4195 | -2.179 | 2.025 | -0.6985 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1403 | -0.3873 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 103</span>| 479.15976 | 1.005 | -1.427 | -0.9385 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.063 | -0.1751 | -0.9208 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7399 | -1.112 | -0.5000 | -0.8792 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04242 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.15976 | 91.41 | -5.627 | -0.9150 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3768 | 1.120 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8311 | 0.6876 | 1.618 | 0.9486 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.15976</span> | 91.41 | 0.003601 | 0.2860 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008990 | 0.5931 | 1.120 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8311 | 0.6876 | 1.618 | 0.9486 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.385 | 0.6444 | -0.1513 | -0.03575 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2363 | -0.2788 | 1.057 | 1.037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4304 | -2.135 | 1.940 | -0.6607 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1552 | -0.4034 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 104</span>| 479.15697 | 1.004 | -1.427 | -0.9385 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.063 | -0.1754 | -0.9212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7397 | -1.111 | -0.5007 | -0.8790 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.15697 | 91.37 | -5.627 | -0.9150 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3769 | 1.120 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8312 | 0.6883 | 1.617 | 0.9488 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.15697</span> | 91.37 | 0.003600 | 0.2860 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008990 | 0.5931 | 1.120 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8312 | 0.6883 | 1.617 | 0.9488 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6829 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.828 | 0.6406 | -0.2090 | -0.02895 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2376 | -0.2659 | 1.059 | 0.9695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4112 | -2.078 | 1.041 | -0.1304 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2608 | -0.3859 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 105</span>| 479.15524 | 1.005 | -1.427 | -0.9384 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.099 | -1.063 | -0.1758 | -0.9215 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7396 | -1.111 | -0.5010 | -0.8789 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.15524 | 91.45 | -5.627 | -0.9149 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3769 | 1.120 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8313 | 0.6888 | 1.617 | 0.9489 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6828 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.15524</span> | 91.45 | 0.003599 | 0.2860 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008989 | 0.5931 | 1.120 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8313 | 0.6888 | 1.617 | 0.9489 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6828 | 2.215 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.191 | 0.6447 | -0.1017 | -0.04048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2348 | -0.2858 | 1.095 | 1.009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3975 | -1.983 | 1.956 | -0.5702 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1591 | -0.3996 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 106</span>| 479.15192 | 1.004 | -1.428 | -0.9381 | -0.9186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.100 | -1.063 | -0.1760 | -0.9214 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7393 | -1.110 | -0.5013 | -0.8787 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04194 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.15192 | 91.38 | -5.628 | -0.9146 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3770 | 1.120 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8315 | 0.6892 | 1.616 | 0.9490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6828 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.15192</span> | 91.38 | 0.003597 | 0.2861 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008987 | 0.5932 | 1.120 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8315 | 0.6892 | 1.616 | 0.9490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6828 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.012 | 0.6390 | -0.1711 | -0.03027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2366 | -0.2653 | 1.098 | 0.9640 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4101 | -2.024 | 0.9749 | -0.1142 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2645 | -0.3871 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 107</span>| 479.14897 | 1.005 | -1.428 | -0.9380 | -0.9186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.100 | -1.063 | -0.1764 | -0.9218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7392 | -1.110 | -0.5017 | -0.8787 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04178 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.14897 | 91.42 | -5.628 | -0.9146 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3771 | 1.120 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8317 | 0.6900 | 1.616 | 0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6827 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.14897</span> | 91.42 | 0.003596 | 0.2861 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008986 | 0.5932 | 1.120 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8317 | 0.6900 | 1.616 | 0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6827 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 108</span>| 479.14773 | 1.005 | -1.428 | -0.9379 | -0.9186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.100 | -1.062 | -0.1770 | -0.9223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7390 | -1.109 | -0.5022 | -0.8786 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04159 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.14773 | 91.47 | -5.628 | -0.9145 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.712 | 0.3771 | 1.120 | 0.05708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8318 | 0.6909 | 1.615 | 0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6826 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.14773</span> | 91.47 | 0.003595 | 0.2861 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008985 | 0.5932 | 1.120 | 0.05708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8318 | 0.6909 | 1.615 | 0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6826 | 2.216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.333 | 0.6414 | -0.06030 | -0.04156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2338 | -0.2836 | 1.014 | 1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3897 | -1.922 | 0.8816 | -0.1288 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1940 | -0.4011 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 109</span>| 479.14119 | 1.004 | -1.430 | -0.9374 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.100 | -1.062 | -0.1775 | -0.9218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7383 | -1.108 | -0.5019 | -0.8783 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04112 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.14119 | 91.39 | -5.630 | -0.9140 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.713 | 0.3774 | 1.119 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8323 | 0.6917 | 1.616 | 0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6826 | 2.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.14119</span> | 91.39 | 0.003588 | 0.2862 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008979 | 0.5933 | 1.119 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8323 | 0.6917 | 1.616 | 0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6826 | 2.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.4299 | 0.6321 | -0.1435 | -0.02760 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2360 | -0.2479 | 1.019 | 0.9518 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3967 | -1.860 | 1.900 | -0.5922 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1599 | -0.3806 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 110</span>| 479.13501 | 1.005 | -1.431 | -0.9373 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.101 | -1.062 | -0.1783 | -0.9226 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7379 | -1.106 | -0.5035 | -0.8778 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04080 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.13501 | 91.42 | -5.631 | -0.9139 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.713 | 0.3775 | 1.119 | 0.05707 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8326 | 0.6932 | 1.614 | 0.9500 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6827 | 2.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.13501</span> | 91.42 | 0.003586 | 0.2862 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008977 | 0.5933 | 1.119 | 0.05707 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8326 | 0.6932 | 1.614 | 0.9500 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6827 | 2.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.960 | 0.6324 | -0.1010 | -0.03176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2344 | -0.2516 | 0.9454 | 0.8792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3822 | -1.742 | 0.9146 | -0.04263 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2425 | -0.3771 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 111</span>| 479.13244 | 1.004 | -1.432 | -0.9368 | -0.9184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.101 | -1.061 | -0.1790 | -0.9224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7372 | -1.105 | -0.5036 | -0.8775 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.04025 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.13244 | 91.33 | -5.632 | -0.9135 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.714 | 0.3778 | 1.119 | 0.05708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8331 | 0.6941 | 1.614 | 0.9502 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6825 | 2.218 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.13244</span> | 91.33 | 0.003580 | 0.2863 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008971 | 0.5933 | 1.119 | 0.05708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8331 | 0.6941 | 1.614 | 0.9502 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6825 | 2.218 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.808 | 0.6219 | -0.1958 | -0.01683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2369 | -0.2179 | 0.9347 | 0.8364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3987 | -1.797 | 0.8150 | -0.05765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2618 | -0.3704 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 112</span>| 479.12666 | 1.004 | -1.434 | -0.9365 | -0.9183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.102 | -1.060 | -0.1796 | -0.9220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7365 | -1.104 | -0.5033 | -0.8772 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.03975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.12666 | 91.40 | -5.634 | -0.9132 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.714 | 0.3782 | 1.118 | 0.05709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8336 | 0.6951 | 1.614 | 0.9505 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.218 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.12666</span> | 91.40 | 0.003574 | 0.2863 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008965 | 0.5934 | 1.118 | 0.05709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8336 | 0.6951 | 1.614 | 0.9505 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.218 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.9955 | 0.6218 | -0.09617 | -0.02448 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2342 | -0.2176 | 0.9924 | 0.8560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3772 | -1.645 | 1.883 | -0.4422 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1320 | -0.3750 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 113</span>| 479.12255 | 1.004 | -1.436 | -0.9361 | -0.9182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.103 | -1.060 | -0.1805 | -0.9221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7358 | -1.103 | -0.5043 | -0.8768 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.03920 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.12255 | 91.34 | -5.636 | -0.9129 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.715 | 0.3784 | 1.118 | 0.05709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8341 | 0.6962 | 1.613 | 0.9509 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.219 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.12255</span> | 91.34 | 0.003569 | 0.2864 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008960 | 0.5935 | 1.118 | 0.05709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8341 | 0.6962 | 1.613 | 0.9509 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.219 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.522 | 0.6133 | -0.1571 | -0.01492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2353 | -0.1923 | 0.9045 | 0.7846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3572 | -1.629 | 0.8508 | 0.03564 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2811 | -0.3561 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 114</span>| 479.11855 | 1.005 | -1.437 | -0.9356 | -0.9182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.103 | -1.059 | -0.1812 | -0.9217 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7351 | -1.102 | -0.5043 | -0.8766 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03859 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.11855 | 91.41 | -5.637 | -0.9124 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.716 | 0.3787 | 1.118 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8346 | 0.6968 | 1.613 | 0.9510 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.220 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.11855</span> | 91.41 | 0.003562 | 0.2865 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008953 | 0.5936 | 1.118 | 0.05710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8346 | 0.6968 | 1.613 | 0.9510 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.220 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.813 | 0.6131 | -0.03713 | -0.02450 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2319 | -0.1976 | 0.8863 | 0.8390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3589 | -1.516 | 0.8806 | -0.4426 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1647 | -0.3784 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 115</span>| 479.11487 | 1.004 | -1.439 | -0.9352 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.104 | -1.058 | -0.1819 | -0.9213 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7344 | -1.101 | -0.5040 | -0.8763 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03810 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.11487 | 91.37 | -5.639 | -0.9121 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.716 | 0.3790 | 1.117 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8352 | 0.6977 | 1.613 | 0.9514 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.220 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.11487</span> | 91.37 | 0.003555 | 0.2866 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008947 | 0.5936 | 1.117 | 0.05711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8352 | 0.6977 | 1.613 | 0.9514 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.220 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.684 | 0.6054 | -0.08346 | -0.01559 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2328 | -0.1708 | 0.9518 | 0.8099 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3621 | -1.485 | 0.9267 | -0.3776 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1041 | -0.3537 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 116</span>| 479.11139 | 1.005 | -1.441 | -0.9347 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.105 | -1.058 | -0.1829 | -0.9211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7337 | -1.100 | -0.5039 | -0.8760 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.083 | -0.03771 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.11139 | 91.41 | -5.641 | -0.9117 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.717 | 0.3792 | 1.117 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8357 | 0.6988 | 1.613 | 0.9517 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.221 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.11139</span> | 91.41 | 0.003549 | 0.2867 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008941 | 0.5937 | 1.117 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8357 | 0.6988 | 1.613 | 0.9517 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6824 | 2.221 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.241 | 0.6036 | 0.0009951 | -0.02154 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2300 | -0.1727 | 0.8524 | 0.8311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3642 | -1.386 | 1.866 | -0.3472 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1024 | -0.3634 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 117</span>| 479.10851 | 1.004 | -1.443 | -0.9342 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.105 | -1.058 | -0.1837 | -0.9207 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7329 | -1.100 | -0.5043 | -0.8759 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03710 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.10851 | 91.37 | -5.643 | -0.9112 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.718 | 0.3794 | 1.117 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8363 | 0.6988 | 1.613 | 0.9517 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.222 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.10851</span> | 91.37 | 0.003542 | 0.2868 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008933 | 0.5937 | 1.117 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8363 | 0.6988 | 1.613 | 0.9517 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6823 | 2.222 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.500 | 0.5956 | -0.03344 | -0.01385 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2306 | -0.1498 | 0.8910 | 0.8240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3570 | -1.405 | 0.8461 | -0.3572 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.08808 | -0.3487 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 118</span>| 479.10606 | 1.005 | -1.445 | -0.9338 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.106 | -1.057 | -0.1846 | -0.9207 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7320 | -1.099 | -0.5047 | -0.8757 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03650 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.10606 | 91.43 | -5.645 | -0.9108 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.719 | 0.3796 | 1.116 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8369 | 0.6994 | 1.612 | 0.9519 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6822 | 2.222 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.10606</span> | 91.43 | 0.003535 | 0.2868 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008927 | 0.5938 | 1.116 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8369 | 0.6994 | 1.612 | 0.9519 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6822 | 2.222 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.260 | 0.5953 | 0.07226 | -0.02302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2275 | -0.1573 | 0.8150 | 0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3410 | -1.340 | 0.8208 | 0.1422 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2750 | -0.3500 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 119</span>| 479.10199 | 1.004 | -1.447 | -0.9337 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.107 | -1.057 | -0.1854 | -0.9204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7311 | -1.099 | -0.5045 | -0.8757 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03604 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.10199 | 91.37 | -5.647 | -0.9107 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.720 | 0.3799 | 1.116 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8375 | 0.6999 | 1.613 | 0.9520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6821 | 2.223 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.10199</span> | 91.37 | 0.003528 | 0.2869 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008919 | 0.5938 | 1.116 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8375 | 0.6999 | 1.613 | 0.9520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6821 | 2.223 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.7698 | 0.5858 | -0.004343 | -0.01418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2278 | -0.1298 | 0.8244 | 0.7686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3575 | -1.372 | 0.8320 | -0.3359 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2977 | -0.3384 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 120</span>| 479.09844 | 1.005 | -1.448 | -0.9337 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.108 | -1.056 | -0.1863 | -0.9208 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7304 | -1.097 | -0.5051 | -0.8752 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.084 | -0.03534 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.09844 | 91.43 | -5.648 | -0.9108 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.720 | 0.3801 | 1.116 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8381 | 0.7011 | 1.612 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6817 | 2.224 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.09844</span> | 91.43 | 0.003523 | 0.2868 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008914 | 0.5939 | 1.116 | 0.05713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8381 | 0.7011 | 1.612 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6817 | 2.224 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.894 | 0.5851 | 0.05981 | -0.02077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2261 | -0.1389 | 0.7622 | 0.7617 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3411 | -1.236 | 0.7863 | 0.1583 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2091 | -0.3951 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 121</span>| 479.09485 | 1.004 | -1.450 | -0.9338 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.108 | -1.056 | -0.1867 | -0.9202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7295 | -1.097 | -0.5051 | -0.8750 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -0.03445 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.09485 | 91.37 | -5.650 | -0.9108 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.721 | 0.3803 | 1.116 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8388 | 0.7016 | 1.612 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6813 | 2.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.09485</span> | 91.37 | 0.003517 | 0.2868 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008907 | 0.5939 | 1.116 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8388 | 0.7016 | 1.612 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6813 | 2.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.077 | 0.5762 | -0.02502 | -0.01122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2275 | -0.1137 | 0.7953 | 0.7347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3473 | -1.249 | 0.8683 | 0.1895 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2333 | -0.3625 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 122</span>| 479.09211 | 1.005 | -1.452 | -0.9337 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.109 | -1.055 | -0.1878 | -0.9202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7286 | -1.096 | -0.5055 | -0.8752 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -0.03372 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.09211 | 91.41 | -5.652 | -0.9107 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.722 | 0.3805 | 1.115 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8394 | 0.7021 | 1.612 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6810 | 2.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.09211</span> | 91.41 | 0.003510 | 0.2868 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008900 | 0.5940 | 1.115 | 0.05714 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8394 | 0.7021 | 1.612 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6810 | 2.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.651 | 0.5754 | 0.04071 | -0.01634 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2261 | -0.1150 | 0.8084 | 0.7089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3268 | -1.156 | 0.8610 | 0.1793 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2137 | -0.3471 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 123</span>| 479.08947 | 1.004 | -1.454 | -0.9335 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.110 | -1.055 | -0.1890 | -0.9199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7277 | -1.096 | -0.5056 | -0.8754 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -0.03307 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.08947 | 91.37 | -5.654 | -0.9105 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.722 | 0.3808 | 1.115 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8401 | 0.7021 | 1.611 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6809 | 2.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.08947</span> | 91.37 | 0.003504 | 0.2869 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008893 | 0.5941 | 1.115 | 0.05715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8401 | 0.7021 | 1.611 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6809 | 2.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.8529 | 0.5679 | -0.006947 | -0.009666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2263 | -0.09399 | 0.7582 | 0.6848 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3382 | -1.232 | 0.7736 | -0.3452 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1950 | -0.3796 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 124</span>| 479.08673 | 1.005 | -1.456 | -0.9331 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.111 | -1.054 | -0.1901 | -0.9198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7269 | -1.095 | -0.5060 | -0.8751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -0.03242 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.08673 | 91.42 | -5.656 | -0.9102 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.723 | 0.3808 | 1.114 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8406 | 0.7030 | 1.611 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6810 | 2.227 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.08673</span> | 91.42 | 0.003498 | 0.2870 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008887 | 0.5941 | 1.114 | 0.05716 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8406 | 0.7030 | 1.611 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6810 | 2.227 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.055 | 0.5667 | 0.07240 | -0.01542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2241 | -0.1033 | 0.7160 | 0.6904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3260 | -1.123 | 0.7675 | 0.1856 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1986 | -0.4973 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 125</span>| 479.08385 | 1.004 | -1.457 | -0.9328 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.112 | -1.054 | -0.1908 | -0.9191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7261 | -1.095 | -0.5059 | -0.8749 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.085 | -0.03140 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.08385 | 91.37 | -5.657 | -0.9100 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.724 | 0.3808 | 1.114 | 0.05718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8412 | 0.7034 | 1.611 | 0.9527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6808 | 2.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.08385</span> | 91.37 | 0.003491 | 0.2870 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008879 | 0.5941 | 1.114 | 0.05718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8412 | 0.7034 | 1.611 | 0.9527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6808 | 2.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.7735 | 0.5583 | 0.01997 | -0.008335 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2243 | -0.08958 | 0.6952 | 0.6337 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3199 | -1.102 | 0.8222 | 0.2014 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2310 | -0.4538 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 126</span>| 479.08143 | 1.005 | -1.459 | -0.9328 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.112 | -1.054 | -0.1918 | -0.9191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7254 | -1.094 | -0.5066 | -0.8749 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.086 | -0.03018 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.08143 | 91.42 | -5.659 | -0.9100 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.725 | 0.3810 | 1.113 | 0.05718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8417 | 0.7042 | 1.610 | 0.9527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6804 | 2.230 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.08143</span> | 91.42 | 0.003486 | 0.2870 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008874 | 0.5941 | 1.113 | 0.05718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8417 | 0.7042 | 1.610 | 0.9527 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6804 | 2.230 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.589 | 0.5568 | 0.08446 | -0.01637 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2217 | -0.09943 | 0.6530 | 0.6713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3160 | -1.044 | 0.6971 | -0.3035 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2323 | -0.3746 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 127</span>| 479.07858 | 1.004 | -1.461 | -0.9326 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.113 | -1.054 | -0.1923 | -0.9184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7246 | -1.093 | -0.5066 | -0.8747 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.086 | -0.02916 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.07858 | 91.36 | -5.661 | -0.9098 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.725 | 0.3811 | 1.113 | 0.05720 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8423 | 0.7045 | 1.610 | 0.9529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6802 | 2.231 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.07858</span> | 91.36 | 0.003479 | 0.2870 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008866 | 0.5941 | 1.113 | 0.05720 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8423 | 0.7045 | 1.610 | 0.9529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6802 | 2.231 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.147 | 0.5485 | 0.01974 | -0.006990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2231 | -0.08394 | 0.6583 | 0.6424 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3232 | -1.114 | 0.8219 | 0.1886 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1911 | -0.3375 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 128</span>| 479.07618 | 1.004 | -1.463 | -0.9323 | -0.9182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.114 | -1.054 | -0.1929 | -0.9181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7237 | -1.093 | -0.5068 | -0.8746 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.086 | -0.02850 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.07618 | 91.40 | -5.663 | -0.9095 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.726 | 0.3811 | 1.113 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8430 | 0.7050 | 1.610 | 0.9530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6800 | 2.232 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.07618</span> | 91.40 | 0.003472 | 0.2871 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008858 | 0.5941 | 1.113 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8430 | 0.7050 | 1.610 | 0.9530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6800 | 2.232 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.586 | 0.5458 | 0.07904 | -0.01251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2203 | -0.08960 | 0.6458 | 0.6586 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3031 | -0.9906 | 0.7687 | 0.2646 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1721 | -0.3284 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 129</span>| 479.07405 | 1.004 | -1.465 | -0.9322 | -0.9183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.115 | -1.053 | -0.1937 | -0.9179 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7228 | -1.093 | -0.5070 | -0.8747 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02798 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.07405 | 91.36 | -5.665 | -0.9094 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.727 | 0.3813 | 1.113 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8437 | 0.7050 | 1.610 | 0.9529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6797 | 2.233 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.07405</span> | 91.36 | 0.003465 | 0.2871 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008850 | 0.5942 | 1.113 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8437 | 0.7050 | 1.610 | 0.9529 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6797 | 2.233 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.296 | 0.5389 | 0.03360 | -0.006173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2208 | -0.07255 | 0.6853 | 0.5995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2906 | -1.015 | 0.7685 | 0.2327 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1765 | -0.3245 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 130</span>| 479.07209 | 1.004 | -1.467 | -0.9321 | -0.9183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.116 | -1.053 | -0.1949 | -0.9178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7220 | -1.093 | -0.5073 | -0.8750 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02746 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.07209 | 91.39 | -5.667 | -0.9093 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.728 | 0.3814 | 1.112 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8442 | 0.7050 | 1.609 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6796 | 2.233 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.07209</span> | 91.39 | 0.003458 | 0.2871 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008841 | 0.5942 | 1.112 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8442 | 0.7050 | 1.609 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6796 | 2.233 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.160 | 0.5372 | 0.08826 | -0.01153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2184 | -0.07756 | 0.6386 | 0.6404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2977 | -0.9812 | 0.7463 | 0.2047 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1647 | -0.3238 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 131</span>| 479.07029 | 1.004 | -1.469 | -0.9320 | -0.9184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.117 | -1.053 | -0.1960 | -0.9175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7213 | -1.093 | -0.5075 | -0.8752 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02689 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.07029 | 91.35 | -5.669 | -0.9092 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.729 | 0.3815 | 1.112 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8447 | 0.7049 | 1.609 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6795 | 2.234 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.07029</span> | 91.35 | 0.003451 | 0.2872 | 0.1130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008833 | 0.5942 | 1.112 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8447 | 0.7049 | 1.609 | 0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6795 | 2.234 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.487 | 0.5301 | 0.04502 | -0.006786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2180 | -0.06576 | 0.6433 | 0.5523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2822 | -1.039 | 1.637 | -0.2973 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2152 | -0.3175 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 132</span>| 479.06833 | 1.004 | -1.471 | -0.9316 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.118 | -1.053 | -0.1965 | -0.9170 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7207 | -1.093 | -0.5082 | -0.8751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02616 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.06833 | 91.38 | -5.671 | -0.9088 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.730 | 0.3814 | 1.111 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8452 | 0.7048 | 1.608 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6792 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.06833</span> | 91.38 | 0.003444 | 0.2872 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008825 | 0.5942 | 1.111 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8452 | 0.7048 | 1.608 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6792 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.6466 | 0.5255 | 0.09166 | -0.01288 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2142 | -0.07904 | 0.5622 | 0.5865 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2779 | -1.008 | 0.7011 | 0.1998 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.1404 | -0.3181 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 133</span>| 479.06868 | 1.003 | -1.472 | -0.9317 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.118 | -1.053 | -0.1973 | -0.9180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7202 | -1.092 | -0.5093 | -0.8754 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02567 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.06868 | 91.29 | -5.672 | -0.9090 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.731 | 0.3814 | 1.111 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8455 | 0.7062 | 1.607 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6790 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.06868</span> | 91.29 | 0.003441 | 0.2872 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008822 | 0.5942 | 1.111 | 0.05721 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8455 | 0.7062 | 1.607 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6790 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 134</span>| 479.06735 | 1.004 | -1.472 | -0.9316 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.118 | -1.053 | -0.1969 | -0.9175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7205 | -1.092 | -0.5087 | -0.8753 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.087 | -0.02593 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.06735 | 91.33 | -5.672 | -0.9089 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.730 | 0.3814 | 1.111 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8453 | 0.7054 | 1.608 | 0.9523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6791 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.06735</span> | 91.33 | 0.003443 | 0.2872 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008823 | 0.5942 | 1.111 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8453 | 0.7054 | 1.608 | 0.9523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6791 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.476 | 0.5223 | 0.03269 | -0.003763 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2173 | -0.06616 | 0.5281 | 0.5229 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3041 | -1.023 | 1.607 | -0.2773 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2325 | -0.3192 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 135</span>| 479.06543 | 1.004 | -1.472 | -0.9319 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.118 | -1.053 | -0.1968 | -0.9175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7201 | -1.092 | -0.5088 | -0.8751 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.088 | -0.02567 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.06543 | 91.36 | -5.672 | -0.9091 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.731 | 0.3815 | 1.111 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8456 | 0.7056 | 1.608 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6790 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.06543</span> | 91.36 | 0.003439 | 0.2872 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008820 | 0.5942 | 1.111 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8456 | 0.7056 | 1.608 | 0.9525 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6790 | 2.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 136</span>| 479.06390 | 1.004 | -1.474 | -0.9324 | -0.9185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.119 | -1.053 | -0.1965 | -0.9174 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7194 | -1.092 | -0.5089 | -0.8750 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.088 | -0.02528 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.0639 | 91.36 | -5.674 | -0.9095 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.732 | 0.3816 | 1.111 | 0.05723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8461 | 0.7059 | 1.607 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6786 | 2.236 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.0639</span> | 91.36 | 0.003434 | 0.2871 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008813 | 0.5943 | 1.111 | 0.05723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8461 | 0.7059 | 1.607 | 0.9526 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6786 | 2.236 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 137</span>| 479.05708 | 1.004 | -1.481 | -0.9346 | -0.9186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.123 | -1.051 | -0.1952 | -0.9171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7164 | -1.090 | -0.5089 | -0.8741 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.090 | -0.02338 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.05708 | 91.37 | -5.681 | -0.9115 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.735 | 0.3824 | 1.112 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8483 | 0.7072 | 1.607 | 0.9535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6769 | 2.238 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.05708</span> | 91.37 | 0.003409 | 0.2867 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008783 | 0.5944 | 1.112 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8483 | 0.7072 | 1.607 | 0.9535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6769 | 2.238 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 138</span>| 479.03987 | 1.004 | -1.510 | -0.9434 | -0.9188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.136 | -1.045 | -0.1899 | -0.9157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7043 | -1.085 | -0.5092 | -0.8705 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.098 | -0.01577 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.03987 | 91.37 | -5.710 | -0.9193 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.749 | 0.3852 | 1.114 | 0.05728 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8571 | 0.7123 | 1.607 | 0.9569 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6702 | 2.247 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.03987</span> | 91.37 | 0.003311 | 0.2851 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008662 | 0.5951 | 1.114 | 0.05728 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8571 | 0.7123 | 1.607 | 0.9569 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6702 | 2.247 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.3651 | 0.4285 | -0.5283 | -0.001988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1991 | 0.06799 | 0.8278 | 0.7155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2362 | -0.3851 | 0.6274 | 0.1204 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.9270 | -0.3308 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 139</span>| 479.01407 | 1.005 | -1.553 | -0.9371 | -0.9187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.158 | -1.041 | -0.1978 | -0.9162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6881 | -1.086 | -0.5088 | -0.8721 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.097 | -0.01436 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.01407 | 91.44 | -5.753 | -0.9138 | -2.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.770 | 0.3869 | 1.111 | 0.05726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8690 | 0.7117 | 1.608 | 0.9554 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6704 | 2.249 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.01407</span> | 91.44 | 0.003172 | 0.2862 | 0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008479 | 0.5955 | 1.111 | 0.05726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8690 | 0.7117 | 1.608 | 0.9554 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6704 | 2.249 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.322 | 0.3385 | -0.09736 | -0.005783 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1607 | 0.1322 | 0.5556 | 0.5176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1562 | -0.2690 | 1.549 | -0.03161 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8578 | -0.3240 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 140</span>| 478.99946 | 1.003 | -1.595 | -0.9294 | -0.9194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.179 | -1.045 | -0.1992 | -0.9136 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6715 | -1.093 | -0.5132 | -0.8724 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.100 | -0.009543 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.99946 | 91.31 | -5.795 | -0.9069 | -2.182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.791 | 0.3851 | 1.110 | 0.05734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8811 | 0.7049 | 1.602 | 0.9551 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6678 | 2.255 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.99946</span> | 91.31 | 0.003042 | 0.2876 | 0.1128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008303 | 0.5951 | 1.110 | 0.05734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8811 | 0.7049 | 1.602 | 0.9551 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6678 | 2.255 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.440 | 0.2525 | 0.1677 | 0.001517 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1272 | 0.05864 | 0.6253 | 0.4352 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1457 | -0.7321 | 1.353 | 0.0009973 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.018 | -0.3498 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 141</span>| 479.00064 | 1.004 | -1.626 | -0.9429 | -0.9240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.201 | -1.064 | -0.2165 | -0.9169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6612 | -1.100 | -0.5189 | -0.8809 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.100 | -0.001744 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.00064 | 91.38 | -5.826 | -0.9189 | -2.186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.814 | 0.3763 | 1.103 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8887 | 0.6986 | 1.596 | 0.9470 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6683 | 2.264 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.00064</span> | 91.38 | 0.002950 | 0.2852 | 0.1123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008117 | 0.5930 | 1.103 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8887 | 0.6986 | 1.596 | 0.9470 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6683 | 2.264 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 142</span>| 478.99385 | 1.004 | -1.610 | -0.9359 | -0.9216 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.190 | -1.054 | -0.2077 | -0.9152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6665 | -1.096 | -0.5161 | -0.8765 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.100 | -0.005738 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.99385 | 91.39 | -5.810 | -0.9127 | -2.184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.802 | 0.3808 | 1.107 | 0.05729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8848 | 0.7019 | 1.599 | 0.9512 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6681 | 2.260 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.99385</span> | 91.39 | 0.002997 | 0.2864 | 0.1126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008212 | 0.5941 | 1.107 | 0.05729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8848 | 0.7019 | 1.599 | 0.9512 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6681 | 2.260 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.499 | 0.2382 | -0.03703 | -0.03958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09629 | -0.2111 | 0.3210 | 0.2393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1233 | -0.7892 | 1.126 | -0.4047 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.051 | -0.3984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 143</span>| 478.98455 | 1.004 | -1.625 | -0.9347 | -0.9200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.200 | -1.054 | -0.2131 | -0.9088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6653 | -1.094 | -0.5167 | -0.8757 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.099 | 0.008183 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.98455 | 91.36 | -5.825 | -0.9116 | -2.182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.813 | 0.3812 | 1.105 | 0.05748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8857 | 0.7042 | 1.598 | 0.9520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6689 | 2.277 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.98455</span> | 91.36 | 0.002951 | 0.2867 | 0.1128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008125 | 0.5942 | 1.105 | 0.05748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8857 | 0.7042 | 1.598 | 0.9520 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6689 | 2.277 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.2799 | 0.1926 | -0.02074 | -0.02333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08052 | -0.1468 | 0.2817 | 0.3348 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1470 | -0.6425 | 1.062 | -0.3208 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8181 | -0.3186 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 144</span>| 478.97736 | 1.005 | -1.639 | -0.9325 | -0.9174 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.210 | -1.043 | -0.2100 | -0.9166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6557 | -1.093 | -0.5206 | -0.8754 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.097 | 0.01446 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97736 | 91.42 | -5.839 | -0.9097 | -2.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.822 | 0.3861 | 1.106 | 0.05725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8927 | 0.7053 | 1.594 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6711 | 2.284 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97736</span> | 91.42 | 0.002912 | 0.2871 | 0.1131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008047 | 0.5953 | 1.106 | 0.05725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8927 | 0.7053 | 1.594 | 0.9522 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6711 | 2.284 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.719 | 0.1644 | 0.1764 | 0.0002018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06754 | 0.1935 | -0.08189 | -0.1310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08678 | -2.826 | 0.8338 | -0.2552 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4561 | -0.1956 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 145</span>| 478.97194 | 1.004 | -1.652 | -0.9304 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6443 | -1.087 | -0.5238 | -0.8740 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01749 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97194 | 91.40 | -5.852 | -0.9078 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97194</span> | 91.40 | 0.002874 | 0.2875 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.925 | 0.1117 | 0.2312 | 0.02461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04286 | 0.3818 | 0.1548 | -0.1592 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04325 | -0.1382 | 0.7430 | -0.2262 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.01070 | -0.1316 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 146</span>| 479.08778 | 0.9990 | -1.662 | -0.9298 | -0.9158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.224 | -1.050 | -0.2095 | -0.9175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6325 | -1.087 | -0.5258 | -0.8715 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.094 | 0.02816 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.08778 | 90.91 | -5.862 | -0.9073 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.836 | 0.3828 | 1.106 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9096 | 0.7103 | 1.587 | 0.9559 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6733 | 2.301 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.08778</span> | 90.91 | 0.002845 | 0.2876 | 0.1132 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007936 | 0.5946 | 1.106 | 0.05722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9096 | 0.7103 | 1.587 | 0.9559 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6733 | 2.301 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 147</span>| 478.99303 | 1.002 | -1.652 | -0.9306 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2045 | -0.9253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6442 | -1.087 | -0.5244 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01760 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.99303 | 91.18 | -5.852 | -0.9080 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7107 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.99303</span> | 91.18 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7107 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 148</span>| 478.97158 | 1.004 | -1.652 | -0.9304 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6443 | -1.087 | -0.5239 | -0.8740 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01751 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97158 | 91.37 | -5.852 | -0.9078 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97158</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7106 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.1518 | 0.1094 | 0.1916 | 0.02921 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04385 | 0.3896 | -0.2077 | -0.4379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03471 | -2.421 | 0.7262 | -0.1589 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.01110 | -0.1305 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 149</span>| 478.97152 | 1.004 | -1.652 | -0.9304 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2044 | -0.9254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6443 | -1.086 | -0.5240 | -0.8739 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01753 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97152 | 91.37 | -5.852 | -0.9078 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3880 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7109 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97152</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9010 | 0.7109 | 1.590 | 0.9536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.2246 | 0.1050 | 0.1574 | 0.02036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04103 | 0.3470 | -0.3387 | -0.1919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1172 | -0.1870 | 0.6243 | -0.2341 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.06769 | -0.1265 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 150</span>| 478.97142 | 1.004 | -1.652 | -0.9305 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2042 | -0.9253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6442 | -1.086 | -0.5242 | -0.8739 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01757 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97142 | 91.38 | -5.852 | -0.9079 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97142</span> | 91.38 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.5593 | 0.1052 | 0.1640 | 0.01900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04052 | 0.3419 | -0.3227 | -0.1646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1158 | -0.1768 | 0.1839 | -0.2151 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.04116 | -0.1006 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 151</span>| 478.97143 | 1.004 | -1.652 | -0.9306 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2041 | -0.9252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6442 | -1.086 | -0.5243 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01761 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97143 | 91.36 | -5.852 | -0.9079 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97143</span> | 91.36 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 152</span>| 478.97137 | 1.004 | -1.652 | -0.9305 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2042 | -0.9253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6442 | -1.086 | -0.5242 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01759 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97137 | 91.37 | -5.852 | -0.9079 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97137</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9011 | 0.7110 | 1.589 | 0.9537 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.4660 | 0.1043 | 0.1497 | 0.02048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04080 | 0.3434 | -0.3050 | -0.1804 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2015 | -1.954 | 0.1460 | -0.2263 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.03239 | -0.1147 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 153</span>| 478.97135 | 1.004 | -1.652 | -0.9305 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2041 | -0.9253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6441 | -1.086 | -0.5242 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01760 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97135 | 91.36 | -5.852 | -0.9079 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7110 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97135</span> | 91.36 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7110 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.8144 | 0.1038 | 0.1446 | 0.02101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04083 | 0.3431 | -0.3133 | -0.1844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05440 | -1.096 | 0.1463 | -0.2004 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.2780 | -0.1269 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 154</span>| 478.97125 | 1.004 | -1.652 | -0.9305 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2041 | -0.9252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6441 | -1.086 | -0.5243 | -0.8738 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01762 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97125 | 91.37 | -5.852 | -0.9079 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3879 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7111 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97125</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7111 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | 0.03985 | 0.1039 | 0.1540 | 0.01970 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04056 | 0.3392 | -0.3415 | -0.1666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1386 | -0.1574 | 0.08901 | -0.2003 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.04000 | -0.1187 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 155</span>| 478.97118 | 1.004 | -1.652 | -0.9306 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2040 | -0.9252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6440 | -1.086 | -0.5243 | -0.8737 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01765 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97118 | 91.37 | -5.852 | -0.9080 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3878 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97118</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -0.05720 | 0.1036 | 0.1507 | 0.01972 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04048 | 0.3375 | -0.2940 | -0.1684 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1979 | -1.920 | 0.1339 | -0.2027 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.04399 | -0.1216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 156</span>| 478.97118 | 1.004 | -1.652 | -0.9306 | -0.9153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.221 | -1.039 | -0.2040 | -0.9252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6440 | -1.086 | -0.5243 | -0.8737 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.092 | 0.01765 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.97118 | 91.37 | -5.852 | -0.9080 | -2.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.833 | 0.3878 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.97118</span> | 91.37 | 0.002874 | 0.2874 | 0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.007961 | 0.5958 | 1.108 | 0.05700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9012 | 0.7112 | 1.589 | 0.9538 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.6749 | 2.288 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># Two-component error by variable is possible with both estimation methods</span></span> +<span class="r-in"><span class="co"># Variance by variable is supported by 'saem' and 'focei'</span></span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_saem_obs_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> error_model <span class="op">=</span> <span class="st">"obs_tc"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> 1: 92.0624 -5.2854 0.1952 1.9494 -1.9431 2.8500 1.6150 0.7315 0.7220 0.4370 6.8425 0.4265 7.3797 0.5659</span> +<span class="r-out co"><span class="r-pr">#></span> 2: 92.7371 -5.3819 0.0345 2.0839 -2.0310 2.7075 1.5342 0.6949 0.8358 0.4151 7.2043 0.0003 8.1096 0.0003</span> +<span class="r-out co"><span class="r-pr">#></span> 3: 9.2941e+01 -5.7880e+00 1.0336e-01 2.5772e+00 -1.5152e+00 2.5721e+00 1.4575e+00 6.6018e-01 7.9403e-01 3.9439e-01 4.5749e+00 1.5986e-05 5.1354e+00 2.8796e-05</span> +<span class="r-out co"><span class="r-pr">#></span> 4: 92.6277 -5.8599 0.0858 2.5068 -1.3253 2.4435 1.3847 0.6272 0.7543 0.3747 3.4165 0.0001 3.9071 0.0016</span> +<span class="r-out co"><span class="r-pr">#></span> 5: 93.0289 -6.0258 0.0528 2.4932 -1.1961 2.3213 1.3154 0.5958 0.7166 0.3559 3.2552 0.0069 3.3744 0.0170</span> +<span class="r-out co"><span class="r-pr">#></span> 6: 93.2107 -6.2881 0.0143 2.4052 -1.1930 2.2053 2.2853 0.5660 0.6808 0.3381 2.8020 0.0086 3.1436 0.0256</span> +<span class="r-out co"><span class="r-pr">#></span> 7: 93.0563 -6.3624 -0.0104 2.3989 -1.1521 2.0950 2.4414 0.5377 0.6467 0.3212 2.6528 0.0209 2.8462 0.0289</span> +<span class="r-out co"><span class="r-pr">#></span> 8: 93.0567 -6.2699 -0.0303 2.3700 -1.0941 1.9903 2.5004 0.5204 0.6144 0.3052 2.3448 0.0314 2.5026 0.0349</span> +<span class="r-out co"><span class="r-pr">#></span> 9: 92.8366 -6.2013 -0.0507 2.3798 -1.0963 1.8907 2.6552 0.4943 0.5837 0.2899 2.2219 0.0368 2.2604 0.0448</span> +<span class="r-out co"><span class="r-pr">#></span> 10: 92.9069 -6.2499 -0.1116 2.3100 -1.0557 1.9625 3.9231 0.4696 0.5545 0.2754 2.0980 0.0359 2.1413 0.0325</span> +<span class="r-out co"><span class="r-pr">#></span> 11: 92.9942 -6.2134 -0.1037 2.3109 -1.0441 1.8643 3.7270 0.4755 0.5268 0.2616 1.9711 0.0372 1.9901 0.0355</span> +<span class="r-out co"><span class="r-pr">#></span> 12: 92.9262 -6.2511 -0.1133 2.2707 -1.0465 1.8430 4.3304 0.4697 0.5004 0.2486 1.8083 0.0346 1.9184 0.0356</span> +<span class="r-out co"><span class="r-pr">#></span> 13: 93.0761 -6.3559 -0.1106 2.2534 -1.0162 2.4826 5.2857 0.4685 0.4754 0.2361 1.7896 0.0331 1.9865 0.0342</span> +<span class="r-out co"><span class="r-pr">#></span> 14: 93.0929 -6.1852 -0.1058 2.2972 -1.0175 2.9964 5.0214 0.4451 0.4516 0.2243 1.8316 0.0309 1.9112 0.0348</span> +<span class="r-out co"><span class="r-pr">#></span> 15: 93.3343 -6.3408 -0.1025 2.2905 -0.9962 3.1132 4.9630 0.4594 0.4291 0.2131 1.8198 0.0338 1.9154 0.0372</span> +<span class="r-out co"><span class="r-pr">#></span> 16: 92.9959 -6.2227 -0.1016 2.2869 -1.0103 3.3338 4.7149 0.4598 0.4076 0.2025 1.8726 0.0327 1.9617 0.0361</span> +<span class="r-out co"><span class="r-pr">#></span> 17: 93.0394 -6.2586 -0.1027 2.2932 -0.9991 3.1671 4.8730 0.4591 0.3872 0.1923 1.8405 0.0336 2.0192 0.0242</span> +<span class="r-out co"><span class="r-pr">#></span> 18: 93.2374 -6.3410 -0.1110 2.2965 -0.9689 3.0087 5.4325 0.4632 0.3679 0.1827 1.9051 0.0351 1.9247 0.0277</span> +<span class="r-out co"><span class="r-pr">#></span> 19: 93.0557 -6.4503 -0.1011 2.2941 -0.9884 2.8583 6.2872 0.4742 0.3495 0.1736 1.8054 0.0345 1.9173 0.0260</span> +<span class="r-out co"><span class="r-pr">#></span> 20: 92.9280 -6.4945 -0.1018 2.2902 -0.9864 3.5934 6.8737 0.4751 0.3320 0.1649 1.7097 0.0372 1.9483 0.0225</span> +<span class="r-out co"><span class="r-pr">#></span> 21: 93.2023 -6.3418 -0.1033 2.2846 -0.9863 3.4138 6.5300 0.4710 0.3154 0.1567 1.7507 0.0318 1.9030 0.0249</span> +<span class="r-out co"><span class="r-pr">#></span> 22: 93.5494 -6.1985 -0.1078 2.2991 -1.0171 3.2431 6.2035 0.4475 0.2996 0.1488 1.7370 0.0342 1.8124 0.0282</span> +<span class="r-out co"><span class="r-pr">#></span> 23: 93.3588 -6.2577 -0.1084 2.2654 -0.9956 3.0809 5.8933 0.4393 0.2869 0.1481 1.6928 0.0380 1.8288 0.0254</span> +<span class="r-out co"><span class="r-pr">#></span> 24: 93.5705 -6.4876 -0.1083 2.2606 -1.0062 3.7095 6.7801 0.4459 0.2726 0.1684 1.7001 0.0377 1.9012 0.0249</span> +<span class="r-out co"><span class="r-pr">#></span> 25: 93.9726 -6.5638 -0.1239 2.2374 -1.0071 5.1357 6.6571 0.4608 0.2755 0.1600 1.6615 0.0382 1.8846 0.0213</span> +<span class="r-out co"><span class="r-pr">#></span> 26: 93.8894 -6.5073 -0.1120 2.2645 -1.0327 4.8789 6.3243 0.4473 0.3014 0.1520 1.7152 0.0340 1.8990 0.0254</span> +<span class="r-out co"><span class="r-pr">#></span> 27: 94.5348 -6.3868 -0.0891 2.3139 -1.0361 5.3856 6.0081 0.4250 0.3080 0.1453 1.7028 0.0385 1.7853 0.0304</span> +<span class="r-out co"><span class="r-pr">#></span> 28: 93.9221 -6.1747 -0.1039 2.3013 -1.0087 5.1163 5.7077 0.4214 0.3136 0.1634 1.6823 0.0340 1.7487 0.0353</span> +<span class="r-out co"><span class="r-pr">#></span> 29: 93.4946 -6.0264 -0.0940 2.3124 -1.0166 5.3744 5.4223 0.4404 0.3114 0.1813 1.6310 0.0370 1.7646 0.0367</span> +<span class="r-out co"><span class="r-pr">#></span> 30: 93.9287 -5.9114 -0.0967 2.3078 -1.0090 5.2017 5.1512 0.4381 0.3048 0.2091 1.5825 0.0393 1.7431 0.0312</span> +<span class="r-out co"><span class="r-pr">#></span> 31: 93.7065 -6.0174 -0.0928 2.2917 -0.9880 5.1935 4.8936 0.4352 0.3109 0.1986 1.5876 0.0392 1.8465 0.0280</span> +<span class="r-out co"><span class="r-pr">#></span> 32: 93.7675 -5.6444 -0.0918 2.3145 -0.9664 4.9338 4.6489 0.4332 0.3090 0.1918 1.6874 0.0332 1.7501 0.0331</span> +<span class="r-out co"><span class="r-pr">#></span> 33: 94.2589 -5.7637 -0.0865 2.3130 -0.9733 4.6871 4.4165 0.4235 0.2935 0.1865 1.7173 0.0355 1.7365 0.0334</span> +<span class="r-out co"><span class="r-pr">#></span> 34: 94.0788 -5.7432 -0.1022 2.3049 -0.9681 4.4528 4.1957 0.4319 0.2962 0.1772 1.6357 0.0361 1.4755 0.0574</span> +<span class="r-out co"><span class="r-pr">#></span> 35: 94.0798 -5.8549 -0.0929 2.2856 -0.9849 4.2301 3.9859 0.4391 0.2937 0.1734 1.6460 0.0275 1.7739 0.0379</span> +<span class="r-out co"><span class="r-pr">#></span> 36: 93.9997 -5.8708 -0.0890 2.2870 -1.0134 4.0186 3.7866 0.4268 0.2819 0.1840 1.5830 0.0258 1.8922 0.0320</span> +<span class="r-out co"><span class="r-pr">#></span> 37: 93.8186 -5.8979 -0.0973 2.2807 -1.0197 3.8177 3.5973 0.4280 0.2778 0.1799 1.5783 0.0282 1.7697 0.0404</span> +<span class="r-out co"><span class="r-pr">#></span> 38: 94.0728 -5.9601 -0.0936 2.3011 -1.0381 3.6268 3.4174 0.4186 0.2944 0.1864 1.5780 0.0294 1.5210 0.0558</span> +<span class="r-out co"><span class="r-pr">#></span> 39: 94.0504 -5.8302 -0.0995 2.2847 -1.0418 3.4455 3.2465 0.4240 0.2796 0.1771 1.6888 0.0242 1.7744 0.0366</span> +<span class="r-out co"><span class="r-pr">#></span> 40: 93.8918 -5.9418 -0.0988 2.2925 -1.0613 3.2732 3.0842 0.4144 0.2672 0.1837 1.7275 0.0232 1.7840 0.0357</span> +<span class="r-out co"><span class="r-pr">#></span> 41: 93.7961 -6.0741 -0.0896 2.2932 -1.0359 3.1095 3.2890 0.4236 0.2606 0.1782 1.7591 0.0212 1.8920 0.0273</span> +<span class="r-out co"><span class="r-pr">#></span> 42: 93.9458 -6.0319 -0.0909 2.3114 -1.0281 3.0544 3.1246 0.4196 0.2598 0.1839 1.6854 0.0310 1.7586 0.0308</span> +<span class="r-out co"><span class="r-pr">#></span> 43: 93.7623 -6.0165 -0.1056 2.2837 -1.0378 3.9092 3.2100 0.4298 0.2468 0.1747 1.7064 0.0286 1.6676 0.0397</span> +<span class="r-out co"><span class="r-pr">#></span> 44: 93.4300 -5.9019 -0.1114 2.2716 -1.0167 4.4100 3.0495 0.4476 0.2345 0.1687 1.7989 0.0253 1.7741 0.0299</span> +<span class="r-out co"><span class="r-pr">#></span> 45: 93.3475 -5.9962 -0.1231 2.2546 -1.0007 6.4879 3.3965 0.4528 0.2452 0.1602 1.7283 0.0276 1.7219 0.0379</span> +<span class="r-out co"><span class="r-pr">#></span> 46: 93.3100 -6.0073 -0.1255 2.2483 -0.9962 6.6009 3.5942 0.4520 0.2533 0.1568 1.6991 0.0258 1.1783 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 47: 93.4422 -5.8442 -0.1286 2.2578 -0.9819 6.2709 3.4145 0.4492 0.2637 0.1694 1.6754 0.0317 1.3442 0.0599</span> +<span class="r-out co"><span class="r-pr">#></span> 48: 93.0996 -5.5881 -0.1307 2.2541 -0.9882 5.9573 3.2438 0.4480 0.2665 0.1695 1.7040 0.0285 1.6825 0.0426</span> +<span class="r-out co"><span class="r-pr">#></span> 49: 93.3649 -5.8011 -0.1260 2.2595 -0.9704 5.7230 3.0816 0.4399 0.2646 0.1715 1.6544 0.0297 1.6414 0.0418</span> +<span class="r-out co"><span class="r-pr">#></span> 50: 93.9331 -5.8731 -0.1195 2.2615 -0.9837 5.4368 2.9275 0.4453 0.2735 0.1940 1.6316 0.0289 1.6885 0.0392</span> +<span class="r-out co"><span class="r-pr">#></span> 51: 93.6092 -5.8721 -0.1237 2.2599 -1.0015 5.1650 2.7811 0.4413 0.2865 0.1939 1.6492 0.0272 1.7686 0.0358</span> +<span class="r-out co"><span class="r-pr">#></span> 52: 93.3008 -5.9775 -0.1277 2.2628 -0.9962 4.9067 3.1139 0.4438 0.2946 0.1963 1.5642 0.0337 1.7391 0.0335</span> +<span class="r-out co"><span class="r-pr">#></span> 53: 93.6347 -6.0805 -0.1189 2.2663 -1.0177 4.6614 3.5169 0.4335 0.2962 0.2043 1.5275 0.0343 1.7417 0.0366</span> +<span class="r-out co"><span class="r-pr">#></span> 54: 93.5781 -6.0412 -0.1166 2.2573 -1.0015 4.4283 3.3411 0.4395 0.2912 0.2080 1.5464 0.0346 1.7584 0.0359</span> +<span class="r-out co"><span class="r-pr">#></span> 55: 93.9675 -6.0867 -0.0952 2.2970 -0.9987 4.2069 3.6762 0.4550 0.2780 0.1988 1.5138 0.0405 1.6251 0.0472</span> +<span class="r-out co"><span class="r-pr">#></span> 56: 94.4069 -6.1375 -0.0943 2.2975 -1.0190 3.9966 4.2280 0.4550 0.2806 0.1945 1.5294 0.0425 1.6443 0.0468</span> +<span class="r-out co"><span class="r-pr">#></span> 57: 93.8076 -6.1618 -0.0936 2.2687 -1.0237 3.7967 4.3085 0.4524 0.2666 0.1897 1.5227 0.0414 1.6955 0.0438</span> +<span class="r-out co"><span class="r-pr">#></span> 58: 93.9188 -6.2272 -0.0947 2.2767 -1.0408 3.6069 4.6707 0.4536 0.2676 0.1873 1.5201 0.0425 1.5336 0.0550</span> +<span class="r-out co"><span class="r-pr">#></span> 59: 93.9572 -6.3460 -0.1074 2.2746 -1.0069 3.4266 5.8058 0.4614 0.2718 0.1919 1.5533 0.0417 1.6227 0.0460</span> +<span class="r-out co"><span class="r-pr">#></span> 60: 93.5430 -6.1622 -0.1048 2.2861 -0.9959 3.2552 5.5155 0.4535 0.2848 0.1823 1.4745 0.0431 1.5242 0.0522</span> +<span class="r-out co"><span class="r-pr">#></span> 61: 93.8016 -6.4079 -0.1065 2.2897 -1.0325 3.0925 5.9252 0.4583 0.2901 0.1732 1.5364 0.0365 1.4623 0.0550</span> +<span class="r-out co"><span class="r-pr">#></span> 62: 93.4249 -6.2284 -0.0967 2.3126 -1.0208 2.9378 5.6289 0.4429 0.2756 0.1645 1.6111 0.0325 1.3996 0.0618</span> +<span class="r-out co"><span class="r-pr">#></span> 63: 93.2335 -6.0996 -0.1051 2.3047 -0.9976 2.7909 5.3475 0.4292 0.2719 0.1633 1.6010 0.0326 1.5115 0.0494</span> +<span class="r-out co"><span class="r-pr">#></span> 64: 92.7091 -6.1109 -0.1041 2.3032 -0.9746 3.2610 5.0801 0.4301 0.2793 0.1751 1.5979 0.0302 1.3867 0.0575</span> +<span class="r-out co"><span class="r-pr">#></span> 65: 92.6059 -6.0049 -0.1077 2.3062 -0.9853 3.0979 4.8261 0.4316 0.2826 0.1714 1.6357 0.0272 1.3931 0.0543</span> +<span class="r-out co"><span class="r-pr">#></span> 66: 92.7778 -6.0856 -0.1040 2.3057 -0.9828 2.9430 4.5848 0.4362 0.2888 0.1628 1.6126 0.0316 1.4340 0.0505</span> +<span class="r-out co"><span class="r-pr">#></span> 67: 93.0325 -6.1775 -0.1085 2.3122 -0.9714 2.7959 4.3790 0.4464 0.2843 0.1547 1.6090 0.0354 1.4966 0.0448</span> +<span class="r-out co"><span class="r-pr">#></span> 68: 92.8987 -5.8741 -0.1089 2.3184 -0.9567 2.6561 4.1601 0.4389 0.2866 0.1470 1.5888 0.0347 1.4492 0.0507</span> +<span class="r-out co"><span class="r-pr">#></span> 69: 92.7300 -6.0473 -0.1070 2.3082 -0.9739 2.5233 4.0183 0.4371 0.3158 0.1527 1.5904 0.0298 1.5387 0.0477</span> +<span class="r-out co"><span class="r-pr">#></span> 70: 92.5285 -6.0962 -0.1115 2.3179 -0.9785 2.4856 4.0612 0.4380 0.3059 0.1504 1.5237 0.0402 1.4541 0.0463</span> +<span class="r-out co"><span class="r-pr">#></span> 71: 92.3975 -6.2090 -0.1269 2.2819 -0.9713 2.3613 4.3811 0.4173 0.2906 0.1520 1.5388 0.0316 1.3713 0.0584</span> +<span class="r-out co"><span class="r-pr">#></span> 72: 92.1593 -6.2214 -0.1217 2.2950 -0.9481 2.2433 5.1205 0.4227 0.2760 0.1605 1.5431 0.0312 1.5797 0.0459</span> +<span class="r-out co"><span class="r-pr">#></span> 73: 92.1195 -6.6667 -0.1244 2.3076 -0.9642 2.1311 7.6538 0.4124 0.2622 0.1525 1.4505 0.0375 1.2810 0.0595</span> +<span class="r-out co"><span class="r-pr">#></span> 74: 92.2191 -6.6665 -0.1278 2.2989 -0.9703 2.0246 7.2711 0.4098 0.2491 0.1666 1.4309 0.0384 1.2717 0.0638</span> +<span class="r-out co"><span class="r-pr">#></span> 75: 92.4656 -6.8881 -0.1274 2.3011 -0.9595 1.9233 8.3835 0.4147 0.2367 0.1656 1.4181 0.0424 1.2498 0.0620</span> +<span class="r-out co"><span class="r-pr">#></span> 76: 92.4593 -6.2323 -0.1203 2.2912 -0.9799 1.8272 7.9643 0.3967 0.2301 0.1596 1.5448 0.0336 1.6758 0.0359</span> +<span class="r-out co"><span class="r-pr">#></span> 77: 92.4501 -6.1123 -0.1219 2.2889 -0.9426 1.7358 7.5661 0.4049 0.2299 0.1594 1.5380 0.0327 1.6947 0.0364</span> +<span class="r-out co"><span class="r-pr">#></span> 78: 92.5059 -6.0339 -0.1198 2.2985 -0.9544 1.6490 7.1878 0.4007 0.2422 0.1568 1.5722 0.0302 1.5665 0.0415</span> +<span class="r-out co"><span class="r-pr">#></span> 79: 92.4302 -6.6428 -0.1141 2.3119 -0.9421 1.5666 9.0889 0.3986 0.2340 0.1489 1.5029 0.0306 1.1894 0.0638</span> +<span class="r-out co"><span class="r-pr">#></span> 80: 92.5305 -6.3036 -0.1127 2.3099 -0.9406 1.9062 8.6344 0.4091 0.2327 0.1648 1.5558 0.0308 1.0136 0.0749</span> +<span class="r-out co"><span class="r-pr">#></span> 81: 92.6652 -6.0832 -0.1167 2.2994 -0.9552 2.3641 8.2027 0.4142 0.2348 0.1566 1.6232 0.0300 1.1320 0.0712</span> +<span class="r-out co"><span class="r-pr">#></span> 82: 92.5109 -6.1524 -0.1100 2.3037 -0.9686 2.2459 7.7926 0.4145 0.2381 0.1695 1.6128 0.0306 1.6145 0.0413</span> +<span class="r-out co"><span class="r-pr">#></span> 83: 92.6455 -6.3979 -0.1059 2.3245 -0.9573 2.1336 8.1077 0.4060 0.2348 0.1667 1.6039 0.0304 1.6251 0.0419</span> +<span class="r-out co"><span class="r-pr">#></span> 84: 92.5768 -6.3469 -0.0979 2.3177 -0.9346 2.0269 8.2125 0.4141 0.2439 0.1720 1.6334 0.0302 1.5803 0.0450</span> +<span class="r-out co"><span class="r-pr">#></span> 85: 92.7920 -6.3536 -0.0969 2.3363 -0.9389 1.9256 8.1820 0.4035 0.2512 0.1713 1.5815 0.0338 1.1193 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 86: 92.8571 -6.2567 -0.0911 2.3426 -0.9633 1.8293 8.1211 0.4008 0.2659 0.1627 1.5840 0.0356 1.2425 0.0639</span> +<span class="r-out co"><span class="r-pr">#></span> 87: 92.9101 -6.1557 -0.0937 2.3326 -0.9624 1.7378 7.7151 0.3950 0.2839 0.1546 1.6017 0.0354 1.0600 0.0766</span> +<span class="r-out co"><span class="r-pr">#></span> 88: 92.7649 -6.2151 -0.0881 2.3275 -0.9967 1.6509 7.3293 0.4046 0.2697 0.1469 1.6092 0.0302 1.1839 0.0693</span> +<span class="r-out co"><span class="r-pr">#></span> 89: 92.9350 -5.9222 -0.0903 2.3372 -0.9612 1.5684 6.9628 0.4058 0.2818 0.1395 1.5957 0.0335 1.5450 0.0444</span> +<span class="r-out co"><span class="r-pr">#></span> 90: 92.7895 -5.9348 -0.0890 2.3457 -0.9601 1.4900 6.6147 0.4070 0.2705 0.1430 1.5716 0.0378 1.4918 0.0439</span> +<span class="r-out co"><span class="r-pr">#></span> 91: 93.0113 -5.9302 -0.0997 2.3316 -0.9489 1.4155 6.2840 0.4424 0.2929 0.1410 1.5582 0.0377 1.2459 0.0582</span> +<span class="r-out co"><span class="r-pr">#></span> 92: 92.8603 -6.3366 -0.0918 2.3356 -0.9938 1.3447 5.9698 0.4287 0.2929 0.1531 1.4906 0.0398 1.2421 0.0605</span> +<span class="r-out co"><span class="r-pr">#></span> 93: 92.8094 -6.1097 -0.0953 2.3382 -0.9996 1.2775 5.6713 0.4309 0.2783 0.1597 1.4317 0.0468 1.2694 0.0584</span> +<span class="r-out co"><span class="r-pr">#></span> 94: 92.7100 -6.1043 -0.0909 2.3287 -0.9928 1.3828 5.3877 0.4337 0.2698 0.1517 1.4173 0.0489 1.4335 0.0476</span> +<span class="r-out co"><span class="r-pr">#></span> 95: 92.2055 -6.1792 -0.0889 2.3553 -0.9983 1.3137 5.1183 0.4209 0.3273 0.1566 1.4865 0.0417 1.2485 0.0681</span> +<span class="r-out co"><span class="r-pr">#></span> 96: 92.3225 -6.2710 -0.0811 2.3734 -1.0043 1.3428 4.8624 0.4121 0.3110 0.1532 1.5817 0.0374 1.5209 0.0532</span> +<span class="r-out co"><span class="r-pr">#></span> 97: 92.2983 -6.3023 -0.0776 2.3615 -0.9801 1.2757 4.6193 0.4221 0.3018 0.1455 1.5971 0.0337 1.2137 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 98: 92.1433 -6.3114 -0.0935 2.3269 -0.9866 1.2227 4.8121 0.4327 0.2907 0.1694 1.5524 0.0303 1.1779 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 99: 92.1631 -6.3090 -0.0908 2.3197 -0.9891 1.1615 4.9271 0.4169 0.2859 0.1736 1.5303 0.0334 1.6227 0.0511</span> +<span class="r-out co"><span class="r-pr">#></span> 100: 92.1185 -6.3603 -0.0950 2.3280 -1.0209 1.1035 5.0957 0.4213 0.2924 0.1817 1.5991 0.0330 1.7197 0.0445</span> +<span class="r-out co"><span class="r-pr">#></span> 101: 92.3964 -6.0447 -0.0898 2.3347 -1.0164 1.0483 4.8409 0.4251 0.2778 0.1727 1.5708 0.0422 1.6197 0.0461</span> +<span class="r-out co"><span class="r-pr">#></span> 102: 92.6597 -6.2545 -0.0954 2.3264 -1.0206 0.9959 4.5989 0.4218 0.2736 0.1640 1.5853 0.0408 1.5912 0.0455</span> +<span class="r-out co"><span class="r-pr">#></span> 103: 92.7866 -6.3292 -0.0933 2.3148 -1.0013 0.9461 4.8935 0.4234 0.2599 0.1688 1.6299 0.0399 1.5921 0.0445</span> +<span class="r-out co"><span class="r-pr">#></span> 104: 92.8098 -6.2608 -0.1009 2.3014 -0.9947 0.8988 4.7750 0.4306 0.2548 0.1813 1.6363 0.0378 1.6713 0.0427</span> +<span class="r-out co"><span class="r-pr">#></span> 105: 92.8300 -5.9827 -0.1028 2.3155 -0.9896 0.8538 4.5362 0.4339 0.2664 0.1722 1.6079 0.0397 1.3691 0.0573</span> +<span class="r-out co"><span class="r-pr">#></span> 106: 92.8218 -6.1138 -0.1024 2.3462 -0.9750 0.8299 4.3094 0.4494 0.2530 0.1636 1.5761 0.0389 1.2857 0.0595</span> +<span class="r-out co"><span class="r-pr">#></span> 107: 92.9304 -6.0063 -0.1002 2.3269 -0.9778 0.7884 4.0939 0.4600 0.2404 0.1620 1.6499 0.0373 1.2101 0.0675</span> +<span class="r-out co"><span class="r-pr">#></span> 108: 92.9072 -6.0928 -0.0991 2.3183 -0.9732 0.7489 4.4394 0.4584 0.2518 0.1539 1.6509 0.0332 1.2346 0.0670</span> +<span class="r-out co"><span class="r-pr">#></span> 109: 92.7504 -6.1545 -0.0862 2.3423 -0.9618 0.7115 4.7501 0.4371 0.2766 0.1465 1.5755 0.0349 1.1552 0.0701</span> +<span class="r-out co"><span class="r-pr">#></span> 110: 92.9277 -6.3786 -0.0904 2.3468 -0.9402 0.6759 5.8620 0.4328 0.2821 0.1703 1.4661 0.0439 1.3292 0.0609</span> +<span class="r-out co"><span class="r-pr">#></span> 111: 92.8023 -5.8686 -0.0886 2.3653 -0.9417 0.7635 5.5689 0.4288 0.2680 0.1618 1.4278 0.0502 1.4715 0.0468</span> +<span class="r-out co"><span class="r-pr">#></span> 112: 92.9411 -5.8095 -0.0883 2.3625 -0.9322 0.8592 5.2905 0.4562 0.2586 0.1537 1.3920 0.0513 1.1766 0.0648</span> +<span class="r-out co"><span class="r-pr">#></span> 113: 92.9845 -6.0499 -0.0761 2.3626 -0.9533 0.8163 5.0259 0.4403 0.2595 0.1532 1.4306 0.0450 1.1416 0.0645</span> +<span class="r-out co"><span class="r-pr">#></span> 114: 92.7735 -6.0605 -0.0694 2.3497 -0.9646 0.7754 4.7746 0.4394 0.2682 0.1576 1.4866 0.0344 1.1127 0.0745</span> +<span class="r-out co"><span class="r-pr">#></span> 115: 92.7048 -6.1327 -0.0702 2.3427 -0.9910 0.7367 4.5359 0.4257 0.2736 0.1497 1.5045 0.0413 1.2783 0.0677</span> +<span class="r-out co"><span class="r-pr">#></span> 116: 92.7131 -6.0115 -0.0751 2.3370 -0.9899 0.6998 4.3091 0.4187 0.2638 0.1422 1.6036 0.0325 1.1109 0.0748</span> +<span class="r-out co"><span class="r-pr">#></span> 117: 92.7720 -5.9163 -0.0709 2.3503 -0.9566 0.6648 4.0937 0.4185 0.2555 0.1417 1.6016 0.0297 1.0778 0.0774</span> +<span class="r-out co"><span class="r-pr">#></span> 118: 92.9182 -5.9312 -0.0812 2.3436 -0.9731 0.6316 3.8890 0.4084 0.2667 0.1400 1.5698 0.0320 1.2364 0.0665</span> +<span class="r-out co"><span class="r-pr">#></span> 119: 92.9546 -5.9622 -0.0870 2.3330 -0.9934 0.6000 3.6945 0.4035 0.2867 0.1486 1.5364 0.0343 1.5892 0.0489</span> +<span class="r-out co"><span class="r-pr">#></span> 120: 92.9168 -6.0966 -0.0905 2.3301 -1.0045 0.5700 3.6677 0.3988 0.2871 0.1567 1.5378 0.0349 1.0886 0.0796</span> +<span class="r-out co"><span class="r-pr">#></span> 121: 92.7767 -6.1038 -0.0802 2.3396 -0.9815 0.5981 4.3032 0.3803 0.2884 0.1684 1.4788 0.0335 1.0886 0.0796</span> +<span class="r-out co"><span class="r-pr">#></span> 122: 92.8439 -6.2425 -0.0799 2.3323 -0.9987 0.6537 4.5745 0.3884 0.2834 0.1600 1.4786 0.0346 1.2146 0.0682</span> +<span class="r-out co"><span class="r-pr">#></span> 123: 92.8219 -5.7869 -0.0872 2.3478 -0.9619 0.7886 4.3458 0.3951 0.2887 0.1658 1.4827 0.0341 1.3911 0.0559</span> +<span class="r-out co"><span class="r-pr">#></span> 124: 92.7930 -5.7551 -0.0819 2.3559 -0.9809 0.8922 4.1285 0.3907 0.2972 0.1575 1.5329 0.0330 1.3824 0.0594</span> +<span class="r-out co"><span class="r-pr">#></span> 125: 92.7488 -5.9406 -0.0819 2.3550 -0.9797 0.8476 3.9221 0.3907 0.2996 0.1733 1.5096 0.0333 1.3148 0.0667</span> +<span class="r-out co"><span class="r-pr">#></span> 126: 92.7926 -5.7106 -0.0824 2.3560 -0.9653 0.8052 3.7260 0.3918 0.3018 0.1854 1.4237 0.0381 1.2607 0.0639</span> +<span class="r-out co"><span class="r-pr">#></span> 127: 92.9153 -5.6682 -0.0717 2.3654 -0.9645 0.7649 3.5397 0.3722 0.2948 0.1784 1.4679 0.0415 1.2310 0.0695</span> +<span class="r-out co"><span class="r-pr">#></span> 128: 92.8827 -5.7984 -0.0783 2.3813 -1.0047 1.1012 3.3627 0.3802 0.2997 0.1694 1.5187 0.0442 1.2884 0.0649</span> +<span class="r-out co"><span class="r-pr">#></span> 129: 92.8727 -5.7191 -0.0785 2.3426 -0.9857 1.0461 3.1946 0.3784 0.2984 0.1610 1.4757 0.0398 1.1695 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 130: 92.8689 -5.8036 -0.0935 2.3123 -0.9783 0.9938 3.0348 0.4184 0.2980 0.1723 1.5143 0.0319 1.2298 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 131: 92.8733 -5.6707 -0.0988 2.3045 -0.9936 1.3313 2.8831 0.4277 0.2831 0.1816 1.5919 0.0329 1.5260 0.0533</span> +<span class="r-out co"><span class="r-pr">#></span> 132: 92.5761 -5.7773 -0.0925 2.3211 -0.9661 1.2647 2.7389 0.4216 0.2815 0.1995 1.5306 0.0321 1.5863 0.0520</span> +<span class="r-out co"><span class="r-pr">#></span> 133: 92.4512 -5.7800 -0.0920 2.3269 -0.9625 1.2015 2.6020 0.4242 0.2674 0.1955 1.5669 0.0288 1.4087 0.0606</span> +<span class="r-out co"><span class="r-pr">#></span> 134: 92.5625 -5.7968 -0.0965 2.3271 -0.9728 1.1414 2.4719 0.4201 0.2753 0.1945 1.5935 0.0311 1.5348 0.0534</span> +<span class="r-out co"><span class="r-pr">#></span> 135: 92.3448 -5.6624 -0.0961 2.3303 -0.9600 1.0843 2.3483 0.4193 0.2728 0.1983 1.6245 0.0305 1.6281 0.0506</span> +<span class="r-out co"><span class="r-pr">#></span> 136: 92.3407 -5.7523 -0.0932 2.3208 -0.9897 1.0301 2.3267 0.4107 0.2668 0.1884 1.5933 0.0358 1.2970 0.0657</span> +<span class="r-out co"><span class="r-pr">#></span> 137: 92.3940 -6.0148 -0.1046 2.2981 -0.9866 0.9786 3.1382 0.4166 0.3012 0.1790 1.5077 0.0385 1.1944 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 138: 92.3556 -5.9912 -0.1039 2.2969 -0.9920 0.9297 3.2144 0.4208 0.3039 0.1703 1.5042 0.0378 1.2588 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 139: 92.5548 -5.9253 -0.1177 2.2723 -1.0079 0.8832 3.2648 0.4049 0.3263 0.1618 1.5558 0.0382 1.2673 0.0698</span> +<span class="r-out co"><span class="r-pr">#></span> 140: 92.6546 -6.0596 -0.1368 2.2659 -0.9922 0.8390 3.3893 0.3846 0.3100 0.1537 1.5475 0.0355 1.3190 0.0629</span> +<span class="r-out co"><span class="r-pr">#></span> 141: 92.6661 -5.9744 -0.1379 2.2793 -0.9754 0.8287 3.2725 0.3800 0.3178 0.1528 1.5076 0.0361 1.4087 0.0540</span> +<span class="r-out co"><span class="r-pr">#></span> 142: 92.5681 -5.7650 -0.1033 2.3249 -0.9613 0.7872 3.1089 0.3610 0.3564 0.1701 1.4733 0.0332 1.2603 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 143: 92.4184 -5.6070 -0.1033 2.3520 -0.9764 0.7479 2.9534 0.3591 0.3758 0.1674 1.5420 0.0390 1.3280 0.0614</span> +<span class="r-out co"><span class="r-pr">#></span> 144: 92.5354 -5.6144 -0.0978 2.3801 -0.9425 0.7105 2.8058 0.3538 0.3606 0.1722 1.4884 0.0400 1.3455 0.0620</span> +<span class="r-out co"><span class="r-pr">#></span> 145: 92.4207 -5.6541 -0.0746 2.3873 -0.9633 0.6750 2.6655 0.3361 0.3426 0.1718 1.4981 0.0416 1.2440 0.0685</span> +<span class="r-out co"><span class="r-pr">#></span> 146: 92.3058 -5.6608 -0.0731 2.3755 -0.9732 0.6412 2.5322 0.3193 0.3304 0.1719 1.6391 0.0348 1.1788 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 147: 92.4067 -5.7615 -0.0746 2.3775 -0.9903 0.6091 2.4056 0.3148 0.3311 0.1709 1.6695 0.0314 1.2931 0.0676</span> +<span class="r-out co"><span class="r-pr">#></span> 148: 92.3739 -5.8812 -0.0820 2.3644 -0.9823 0.5787 2.7260 0.3332 0.3296 0.1794 1.6168 0.0303 1.3206 0.0670</span> +<span class="r-out co"><span class="r-pr">#></span> 149: 92.4456 -5.8277 -0.0921 2.3508 -0.9924 0.5498 2.8750 0.3368 0.3305 0.1917 1.5602 0.0302 1.3622 0.0608</span> +<span class="r-out co"><span class="r-pr">#></span> 150: 92.5049 -5.7964 -0.1003 2.3353 -0.9809 0.5223 2.7312 0.3291 0.3634 0.1874 1.5035 0.0301 1.4002 0.0615</span> +<span class="r-out co"><span class="r-pr">#></span> 151: 92.3292 -6.0377 -0.1039 2.3301 -0.9866 0.4962 3.3342 0.3348 0.3626 0.1780 1.4819 0.0298 1.3217 0.0672</span> +<span class="r-out co"><span class="r-pr">#></span> 152: 92.3747 -6.0460 -0.1023 2.3154 -1.0242 0.5079 3.4530 0.3371 0.3518 0.1674 1.6034 0.0296 1.2304 0.0749</span> +<span class="r-out co"><span class="r-pr">#></span> 153: 92.3909 -5.8707 -0.1008 2.3284 -0.9897 0.5623 2.8180 0.3480 0.3792 0.1749 1.4953 0.0291 1.3442 0.0677</span> +<span class="r-out co"><span class="r-pr">#></span> 154: 92.2532 -5.9313 -0.0991 2.3232 -0.9839 0.5340 3.3946 0.3502 0.3723 0.1729 1.4837 0.0280 1.1452 0.0776</span> +<span class="r-out co"><span class="r-pr">#></span> 155: 92.1782 -6.1012 -0.0988 2.3339 -0.9600 0.3900 3.9676 0.3593 0.3704 0.1531 1.4927 0.0286 1.1848 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 156: 92.2225 -5.8387 -0.0991 2.3393 -0.9459 0.3294 3.0685 0.3598 0.3808 0.1568 1.5540 0.0318 1.3419 0.0671</span> +<span class="r-out co"><span class="r-pr">#></span> 157: 92.2411 -5.7045 -0.1038 2.3578 -0.9252 0.2797 2.5238 0.3716 0.3579 0.1653 1.4704 0.0373 1.1959 0.0686</span> +<span class="r-out co"><span class="r-pr">#></span> 158: 92.2865 -5.6692 -0.1009 2.3771 -0.9532 0.2840 2.4144 0.3592 0.3610 0.1641 1.5065 0.0389 1.1780 0.0674</span> +<span class="r-out co"><span class="r-pr">#></span> 159: 92.2771 -5.7526 -0.0782 2.3632 -0.9771 0.2996 2.7295 0.3357 0.3779 0.1606 1.5818 0.0366 1.1512 0.0781</span> +<span class="r-out co"><span class="r-pr">#></span> 160: 92.3400 -5.8039 -0.0811 2.3615 -0.9453 0.2707 2.7305 0.3373 0.3834 0.1528 1.4765 0.0370 1.1427 0.0756</span> +<span class="r-out co"><span class="r-pr">#></span> 161: 92.4180 -5.7448 -0.0961 2.3653 -0.9508 0.2965 2.6051 0.3666 0.3833 0.1647 1.4581 0.0364 0.9817 0.0827</span> +<span class="r-out co"><span class="r-pr">#></span> 162: 92.4487 -5.8952 -0.0889 2.3460 -0.9646 0.2370 3.1413 0.3460 0.3801 0.1571 1.4528 0.0346 1.0006 0.0798</span> +<span class="r-out co"><span class="r-pr">#></span> 163: 92.5251 -5.8567 -0.0987 2.3342 -0.9615 0.1453 2.9917 0.3535 0.3735 0.1452 1.4521 0.0330 1.0498 0.0766</span> +<span class="r-out co"><span class="r-pr">#></span> 164: 92.5949 -6.1580 -0.1008 2.3332 -0.9749 0.1095 4.1797 0.3586 0.3767 0.1355 1.4659 0.0310 1.0218 0.0797</span> +<span class="r-out co"><span class="r-pr">#></span> 165: 92.5794 -6.0542 -0.1001 2.3321 -0.9795 0.1332 4.2924 0.3588 0.3752 0.1386 1.4858 0.0313 0.9836 0.0812</span> +<span class="r-out co"><span class="r-pr">#></span> 166: 92.6686 -6.0065 -0.0960 2.3623 -0.9532 0.1465 4.0810 0.3439 0.3683 0.1647 1.3929 0.0372 0.9354 0.0837</span> +<span class="r-out co"><span class="r-pr">#></span> 167: 92.7086 -6.2096 -0.0895 2.3656 -0.9552 0.1938 4.6857 0.3325 0.3519 0.1681 1.4281 0.0362 1.0329 0.0784</span> +<span class="r-out co"><span class="r-pr">#></span> 168: 92.6096 -6.0709 -0.0880 2.3595 -0.9474 0.2141 4.1277 0.3379 0.3527 0.1620 1.4264 0.0347 0.9627 0.0836</span> +<span class="r-out co"><span class="r-pr">#></span> 169: 92.5365 -5.9418 -0.0919 2.3546 -0.9575 0.3620 3.7767 0.3489 0.3589 0.1609 1.4761 0.0360 1.1348 0.0745</span> +<span class="r-out co"><span class="r-pr">#></span> 170: 92.6270 -5.8404 -0.0935 2.3562 -0.9517 0.3312 3.2506 0.3552 0.3607 0.1560 1.4506 0.0383 1.0731 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 171: 92.5606 -5.9213 -0.0899 2.3513 -0.9554 0.4399 3.5587 0.3599 0.3646 0.1385 1.4779 0.0349 0.9844 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 172: 92.3630 -5.7066 -0.0765 2.3798 -0.9314 0.5208 2.5578 0.3458 0.3657 0.1547 1.4900 0.0348 1.0485 0.0765</span> +<span class="r-out co"><span class="r-pr">#></span> 173: 92.2527 -5.5811 -0.0713 2.4173 -0.9221 0.8674 2.2100 0.3448 0.3370 0.1513 1.5403 0.0445 1.4403 0.0518</span> +<span class="r-out co"><span class="r-pr">#></span> 174: 92.3852 -5.5348 -0.0712 2.4066 -0.9033 0.7543 2.1568 0.3457 0.3324 0.1482 1.5322 0.0407 1.2744 0.0623</span> +<span class="r-out co"><span class="r-pr">#></span> 175: 92.4798 -5.5494 -0.0712 2.4004 -0.9100 0.5675 2.0147 0.3457 0.3333 0.1629 1.5229 0.0383 1.2917 0.0655</span> +<span class="r-out co"><span class="r-pr">#></span> 176: 92.5881 -5.5613 -0.0675 2.4180 -0.9188 0.4011 2.0736 0.3413 0.3487 0.1781 1.5149 0.0389 1.1499 0.0669</span> +<span class="r-out co"><span class="r-pr">#></span> 177: 92.6015 -5.4951 -0.0494 2.4324 -0.9525 0.4992 1.9009 0.3629 0.3353 0.1919 1.4881 0.0393 1.2289 0.0650</span> +<span class="r-out co"><span class="r-pr">#></span> 178: 92.6317 -5.4943 -0.0505 2.4373 -0.9298 0.5087 1.6116 0.3631 0.3324 0.1906 1.4475 0.0454 1.0764 0.0701</span> +<span class="r-out co"><span class="r-pr">#></span> 179: 92.7043 -5.5326 -0.0419 2.4386 -0.9376 0.4350 1.8241 0.3577 0.3757 0.1991 1.4445 0.0424 0.9626 0.0833</span> +<span class="r-out co"><span class="r-pr">#></span> 180: 92.7457 -5.5591 -0.0371 2.4684 -0.9450 0.3973 1.7797 0.3507 0.3707 0.1944 1.4392 0.0415 1.0784 0.0764</span> +<span class="r-out co"><span class="r-pr">#></span> 181: 92.6287 -5.5741 -0.0368 2.4489 -0.9459 0.4744 1.8016 0.3502 0.3544 0.1970 1.4317 0.0392 0.9225 0.0848</span> +<span class="r-out co"><span class="r-pr">#></span> 182: 92.6121 -5.5593 -0.0316 2.4610 -0.9345 0.6054 1.9206 0.3492 0.3538 0.1855 1.4410 0.0367 0.8977 0.0878</span> +<span class="r-out co"><span class="r-pr">#></span> 183: 92.4258 -5.4737 -0.0393 2.4592 -0.9319 0.8062 1.7845 0.3528 0.3544 0.1649 1.4545 0.0409 1.0723 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 184: 92.3939 -5.5961 -0.0479 2.4268 -0.9435 1.0246 2.2534 0.3497 0.3289 0.1363 1.5022 0.0370 1.1058 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 185: 92.4673 -5.5415 -0.0525 2.4157 -0.9058 0.8296 2.2848 0.3406 0.3314 0.1706 1.4935 0.0367 1.1362 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 186: 92.4122 -5.6594 -0.0574 2.4466 -0.9430 0.9133 2.3350 0.3327 0.3596 0.1506 1.4450 0.0404 1.2273 0.0629</span> +<span class="r-out co"><span class="r-pr">#></span> 187: 92.5416 -5.5472 -0.0521 2.4393 -0.9261 0.9731 1.9228 0.3208 0.3673 0.1421 1.4890 0.0409 1.2553 0.0626</span> +<span class="r-out co"><span class="r-pr">#></span> 188: 92.5502 -5.6425 -0.0591 2.4345 -0.9246 0.9315 2.2041 0.3184 0.3639 0.1319 1.4896 0.0392 1.0986 0.0684</span> +<span class="r-out co"><span class="r-pr">#></span> 189: 92.4180 -5.6737 -0.0504 2.4448 -0.9191 0.9006 2.4647 0.3102 0.3743 0.1648 1.4649 0.0397 1.1320 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 190: 92.5821 -5.5823 -0.0363 2.4588 -0.9205 0.9862 2.2692 0.2820 0.4087 0.1459 1.3938 0.0412 0.9562 0.0815</span> +<span class="r-out co"><span class="r-pr">#></span> 191: 92.3708 -5.5825 -0.0418 2.4621 -0.9231 0.9867 2.4743 0.2890 0.4196 0.1445 1.4619 0.0403 0.9630 0.0811</span> +<span class="r-out co"><span class="r-pr">#></span> 192: 92.2628 -5.5337 -0.0366 2.4392 -0.9194 0.6944 2.2771 0.2909 0.4169 0.1279 1.4745 0.0363 0.8601 0.0892</span> +<span class="r-out co"><span class="r-pr">#></span> 193: 92.4854 -5.6303 -0.0352 2.4484 -0.9316 0.4403 2.3253 0.2928 0.4109 0.1282 1.4768 0.0399 0.8886 0.0871</span> +<span class="r-out co"><span class="r-pr">#></span> 194: 92.4900 -5.5824 -0.0372 2.4648 -0.9451 0.4891 2.6428 0.2899 0.4160 0.1331 1.5124 0.0412 0.9340 0.0853</span> +<span class="r-out co"><span class="r-pr">#></span> 195: 92.4685 -5.7658 -0.0357 2.4659 -0.9217 0.4549 3.3767 0.2921 0.4171 0.1552 1.5062 0.0396 1.0336 0.0817</span> +<span class="r-out co"><span class="r-pr">#></span> 196: 92.4125 -5.7544 -0.0255 2.4834 -0.9230 0.4146 3.1963 0.3000 0.4369 0.1501 1.4560 0.0430 0.9942 0.0813</span> +<span class="r-out co"><span class="r-pr">#></span> 197: 92.3284 -5.9347 -0.0305 2.4860 -0.9448 0.4115 3.5642 0.3129 0.4314 0.1740 1.3441 0.0473 1.0954 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 198: 92.3428 -5.9255 -0.0266 2.4822 -0.9463 0.3258 3.4818 0.3185 0.4163 0.1716 1.3868 0.0447 0.9452 0.0788</span> +<span class="r-out co"><span class="r-pr">#></span> 199: 92.1692 -6.0683 -0.0227 2.4860 -0.9495 0.2685 4.4044 0.3149 0.4064 0.1824 1.3558 0.0478 1.0294 0.0749</span> +<span class="r-out co"><span class="r-pr">#></span> 200: 92.0965 -6.1541 -0.0261 2.4793 -0.9288 0.2210 4.4026 0.3265 0.4200 0.1772 1.3348 0.0441 1.0018 0.0761</span> +<span class="r-out co"><span class="r-pr">#></span> 201: 92.1362 -6.1170 -0.0244 2.4776 -0.9237 0.1801 4.4160 0.3276 0.4303 0.1732 1.3479 0.0418 0.9419 0.0809</span> +<span class="r-out co"><span class="r-pr">#></span> 202: 92.1114 -6.0898 -0.0233 2.4862 -0.9253 0.1506 4.4494 0.3286 0.4305 0.1656 1.3473 0.0440 0.9394 0.0802</span> +<span class="r-out co"><span class="r-pr">#></span> 203: 92.0893 -6.1307 -0.0233 2.4894 -0.9258 0.1510 4.7958 0.3310 0.4233 0.1673 1.3396 0.0457 0.9617 0.0788</span> +<span class="r-out co"><span class="r-pr">#></span> 204: 92.0870 -6.0914 -0.0230 2.4867 -0.9234 0.1589 4.6265 0.3316 0.4237 0.1643 1.3478 0.0456 0.9509 0.0793</span> +<span class="r-out co"><span class="r-pr">#></span> 205: 92.0800 -6.0960 -0.0228 2.4867 -0.9256 0.1613 4.6319 0.3321 0.4226 0.1623 1.3399 0.0463 0.9547 0.0789</span> +<span class="r-out co"><span class="r-pr">#></span> 206: 92.1037 -6.0869 -0.0238 2.4833 -0.9264 0.1648 4.5547 0.3341 0.4186 0.1606 1.3351 0.0466 0.9453 0.0797</span> +<span class="r-out co"><span class="r-pr">#></span> 207: 92.1212 -6.0561 -0.0247 2.4821 -0.9299 0.1677 4.3736 0.3363 0.4150 0.1602 1.3394 0.0467 0.9552 0.0790</span> +<span class="r-out co"><span class="r-pr">#></span> 208: 92.1203 -6.0351 -0.0260 2.4804 -0.9309 0.1616 4.2520 0.3369 0.4120 0.1613 1.3366 0.0466 0.9667 0.0785</span> +<span class="r-out co"><span class="r-pr">#></span> 209: 92.1169 -6.0133 -0.0277 2.4792 -0.9300 0.1596 4.1237 0.3352 0.4111 0.1616 1.3344 0.0464 0.9741 0.0778</span> +<span class="r-out co"><span class="r-pr">#></span> 210: 92.1195 -5.9866 -0.0289 2.4752 -0.9287 0.1586 3.9853 0.3352 0.4091 0.1602 1.3410 0.0461 0.9708 0.0778</span> +<span class="r-out co"><span class="r-pr">#></span> 211: 92.1243 -5.9458 -0.0316 2.4687 -0.9287 0.1606 3.8383 0.3366 0.4094 0.1607 1.3525 0.0455 0.9759 0.0778</span> +<span class="r-out co"><span class="r-pr">#></span> 212: 92.1384 -5.9338 -0.0345 2.4640 -0.9280 0.1635 3.7875 0.3375 0.4105 0.1594 1.3589 0.0454 0.9800 0.0776</span> +<span class="r-out co"><span class="r-pr">#></span> 213: 92.1481 -5.9191 -0.0379 2.4587 -0.9269 0.1629 3.7150 0.3375 0.4100 0.1586 1.3673 0.0449 0.9839 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 214: 92.1523 -5.9189 -0.0408 2.4542 -0.9270 0.1593 3.7061 0.3375 0.4092 0.1579 1.3731 0.0446 0.9847 0.0773</span> +<span class="r-out co"><span class="r-pr">#></span> 215: 92.1548 -5.9183 -0.0429 2.4499 -0.9269 0.1604 3.7075 0.3369 0.4095 0.1574 1.3765 0.0442 0.9821 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 216: 92.1547 -5.9171 -0.0450 2.4455 -0.9270 0.1600 3.6967 0.3368 0.4100 0.1571 1.3811 0.0438 0.9830 0.0776</span> +<span class="r-out co"><span class="r-pr">#></span> 217: 92.1556 -5.9141 -0.0468 2.4422 -0.9281 0.1580 3.6732 0.3361 0.4102 0.1578 1.3864 0.0435 0.9995 0.0770</span> +<span class="r-out co"><span class="r-pr">#></span> 218: 92.1587 -5.9173 -0.0477 2.4395 -0.9287 0.1545 3.6822 0.3351 0.4112 0.1580 1.3882 0.0432 1.0001 0.0772</span> +<span class="r-out co"><span class="r-pr">#></span> 219: 92.1590 -5.9188 -0.0483 2.4374 -0.9303 0.1540 3.6595 0.3341 0.4132 0.1578 1.3889 0.0430 0.9983 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 220: 92.1614 -5.9303 -0.0493 2.4353 -0.9321 0.1559 3.6914 0.3336 0.4141 0.1581 1.3914 0.0427 1.0003 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 221: 92.1657 -5.9455 -0.0504 2.4328 -0.9344 0.1585 3.7569 0.3329 0.4140 0.1591 1.3938 0.0424 1.0064 0.0773</span> +<span class="r-out co"><span class="r-pr">#></span> 222: 92.1697 -5.9320 -0.0515 2.4306 -0.9358 0.1617 3.6783 0.3321 0.4145 0.1600 1.3992 0.0421 1.0107 0.0772</span> +<span class="r-out co"><span class="r-pr">#></span> 223: 92.1754 -5.9205 -0.0525 2.4280 -0.9375 0.1630 3.6233 0.3313 0.4158 0.1604 1.4072 0.0416 1.0216 0.0770</span> +<span class="r-out co"><span class="r-pr">#></span> 224: 92.1809 -5.9149 -0.0534 2.4264 -0.9386 0.1623 3.5812 0.3306 0.4167 0.1607 1.4130 0.0413 1.0349 0.0764</span> +<span class="r-out co"><span class="r-pr">#></span> 225: 92.1872 -5.9099 -0.0543 2.4243 -0.9390 0.1619 3.5446 0.3299 0.4174 0.1607 1.4152 0.0411 1.0348 0.0766</span> +<span class="r-out co"><span class="r-pr">#></span> 226: 92.1935 -5.9046 -0.0554 2.4224 -0.9396 0.1631 3.5046 0.3299 0.4183 0.1608 1.4157 0.0409 1.0375 0.0766</span> +<span class="r-out co"><span class="r-pr">#></span> 227: 92.2026 -5.8964 -0.0567 2.4198 -0.9400 0.1637 3.4591 0.3303 0.4183 0.1614 1.4144 0.0408 1.0444 0.0763</span> +<span class="r-out co"><span class="r-pr">#></span> 228: 92.2069 -5.8852 -0.0578 2.4175 -0.9407 0.1633 3.4091 0.3308 0.4185 0.1621 1.4144 0.0407 1.0485 0.0763</span> +<span class="r-out co"><span class="r-pr">#></span> 229: 92.2122 -5.8844 -0.0591 2.4145 -0.9418 0.1631 3.3899 0.3314 0.4194 0.1622 1.4173 0.0404 1.0514 0.0763</span> +<span class="r-out co"><span class="r-pr">#></span> 230: 92.2183 -5.8907 -0.0604 2.4116 -0.9416 0.1640 3.4053 0.3319 0.4202 0.1616 1.4200 0.0401 1.0527 0.0764</span> +<span class="r-out co"><span class="r-pr">#></span> 231: 92.2246 -5.8895 -0.0619 2.4087 -0.9422 0.1651 3.3985 0.3323 0.4208 0.1609 1.4234 0.0400 1.0560 0.0762</span> +<span class="r-out co"><span class="r-pr">#></span> 232: 92.2282 -5.8840 -0.0632 2.4058 -0.9423 0.1641 3.3771 0.3327 0.4215 0.1609 1.4266 0.0398 1.0585 0.0762</span> +<span class="r-out co"><span class="r-pr">#></span> 233: 92.2294 -5.8775 -0.0645 2.4032 -0.9424 0.1620 3.3481 0.3335 0.4216 0.1607 1.4311 0.0395 1.0600 0.0763</span> +<span class="r-out co"><span class="r-pr">#></span> 234: 92.2311 -5.8709 -0.0658 2.4006 -0.9421 0.1626 3.3242 0.3343 0.4220 0.1602 1.4340 0.0393 1.0604 0.0764</span> +<span class="r-out co"><span class="r-pr">#></span> 235: 92.2312 -5.8656 -0.0668 2.3985 -0.9420 0.1608 3.3023 0.3350 0.4225 0.1596 1.4381 0.0391 1.0600 0.0765</span> +<span class="r-out co"><span class="r-pr">#></span> 236: 92.2289 -5.8633 -0.0675 2.3974 -0.9423 0.1599 3.2811 0.3352 0.4227 0.1589 1.4392 0.0390 1.0594 0.0765</span> +<span class="r-out co"><span class="r-pr">#></span> 237: 92.2251 -5.8641 -0.0683 2.3960 -0.9435 0.1586 3.2734 0.3351 0.4226 0.1588 1.4403 0.0389 1.0623 0.0765</span> +<span class="r-out co"><span class="r-pr">#></span> 238: 92.2242 -5.8633 -0.0690 2.3949 -0.9443 0.1579 3.2547 0.3349 0.4230 0.1590 1.4409 0.0389 1.0659 0.0765</span> +<span class="r-out co"><span class="r-pr">#></span> 239: 92.2250 -5.8612 -0.0693 2.3951 -0.9449 0.1558 3.2309 0.3346 0.4234 0.1599 1.4396 0.0389 1.0740 0.0762</span> +<span class="r-out co"><span class="r-pr">#></span> 240: 92.2264 -5.8597 -0.0696 2.3949 -0.9446 0.1550 3.2124 0.3342 0.4234 0.1603 1.4401 0.0388 1.0791 0.0760</span> +<span class="r-out co"><span class="r-pr">#></span> 241: 92.2281 -5.8562 -0.0699 2.3948 -0.9449 0.1544 3.1933 0.3339 0.4236 0.1604 1.4411 0.0388 1.0825 0.0760</span> +<span class="r-out co"><span class="r-pr">#></span> 242: 92.2289 -5.8512 -0.0703 2.3942 -0.9450 0.1534 3.1709 0.3338 0.4235 0.1606 1.4421 0.0388 1.0870 0.0760</span> +<span class="r-out co"><span class="r-pr">#></span> 243: 92.2296 -5.8489 -0.0708 2.3934 -0.9446 0.1531 3.1689 0.3342 0.4230 0.1605 1.4423 0.0387 1.0876 0.0760</span> +<span class="r-out co"><span class="r-pr">#></span> 244: 92.2311 -5.8446 -0.0715 2.3929 -0.9443 0.1528 3.1630 0.3349 0.4228 0.1604 1.4429 0.0387 1.0916 0.0759</span> +<span class="r-out co"><span class="r-pr">#></span> 245: 92.2338 -5.8421 -0.0718 2.3924 -0.9443 0.1528 3.1616 0.3352 0.4224 0.1610 1.4438 0.0387 1.0980 0.0755</span> +<span class="r-out co"><span class="r-pr">#></span> 246: 92.2361 -5.8389 -0.0721 2.3918 -0.9439 0.1525 3.1525 0.3354 0.4216 0.1620 1.4438 0.0388 1.1018 0.0753</span> +<span class="r-out co"><span class="r-pr">#></span> 247: 92.2374 -5.8388 -0.0724 2.3917 -0.9434 0.1510 3.1605 0.3356 0.4212 0.1629 1.4438 0.0389 1.1050 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 248: 92.2360 -5.8367 -0.0728 2.3918 -0.9432 0.1505 3.1559 0.3360 0.4207 0.1638 1.4437 0.0389 1.1090 0.0748</span> +<span class="r-out co"><span class="r-pr">#></span> 249: 92.2361 -5.8351 -0.0732 2.3914 -0.9435 0.1499 3.1521 0.3363 0.4204 0.1646 1.4433 0.0389 1.1117 0.0748</span> +<span class="r-out co"><span class="r-pr">#></span> 250: 92.2353 -5.8349 -0.0733 2.3906 -0.9436 0.1502 3.1607 0.3365 0.4202 0.1646 1.4457 0.0388 1.1107 0.0749</span> +<span class="r-out co"><span class="r-pr">#></span> 251: 92.2343 -5.8318 -0.0736 2.3903 -0.9430 0.1494 3.1513 0.3367 0.4201 0.1648 1.4453 0.0387 1.1093 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 252: 92.2356 -5.8244 -0.0739 2.3895 -0.9424 0.1477 3.1240 0.3369 0.4200 0.1651 1.4460 0.0386 1.1083 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 253: 92.2367 -5.8188 -0.0742 2.3890 -0.9423 0.1465 3.1025 0.3369 0.4200 0.1649 1.4477 0.0385 1.1092 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 254: 92.2392 -5.8154 -0.0747 2.3880 -0.9421 0.1458 3.0888 0.3372 0.4195 0.1644 1.4494 0.0384 1.1080 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 255: 92.2404 -5.8131 -0.0751 2.3870 -0.9417 0.1451 3.0778 0.3375 0.4191 0.1639 1.4501 0.0383 1.1070 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 256: 92.2408 -5.8109 -0.0753 2.3867 -0.9413 0.1445 3.0740 0.3376 0.4192 0.1633 1.4510 0.0382 1.1064 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 257: 92.2413 -5.8066 -0.0754 2.3866 -0.9409 0.1446 3.0636 0.3376 0.4191 0.1628 1.4522 0.0382 1.1080 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 258: 92.2412 -5.8035 -0.0754 2.3869 -0.9404 0.1436 3.0502 0.3372 0.4191 0.1623 1.4534 0.0381 1.1057 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 259: 92.2399 -5.7996 -0.0753 2.3871 -0.9399 0.1427 3.0357 0.3370 0.4195 0.1621 1.4540 0.0380 1.1037 0.0752</span> +<span class="r-out co"><span class="r-pr">#></span> 260: 92.2389 -5.7955 -0.0755 2.3872 -0.9391 0.1420 3.0251 0.3366 0.4199 0.1619 1.4555 0.0380 1.1041 0.0752</span> +<span class="r-out co"><span class="r-pr">#></span> 261: 92.2378 -5.7941 -0.0755 2.3875 -0.9385 0.1412 3.0240 0.3362 0.4201 0.1613 1.4575 0.0380 1.1048 0.0751</span> +<span class="r-out co"><span class="r-pr">#></span> 262: 92.2361 -5.7920 -0.0756 2.3879 -0.9379 0.1407 3.0182 0.3358 0.4205 0.1607 1.4581 0.0381 1.1047 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 263: 92.2338 -5.7891 -0.0754 2.3883 -0.9375 0.1407 3.0072 0.3356 0.4211 0.1603 1.4585 0.0381 1.1041 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 264: 92.2313 -5.7882 -0.0752 2.3886 -0.9371 0.1407 3.0009 0.3355 0.4217 0.1601 1.4574 0.0381 1.1036 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 265: 92.2312 -5.7843 -0.0752 2.3883 -0.9372 0.1402 2.9872 0.3358 0.4220 0.1599 1.4577 0.0381 1.1026 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 266: 92.2312 -5.7800 -0.0753 2.3880 -0.9370 0.1396 2.9708 0.3363 0.4223 0.1597 1.4584 0.0381 1.1019 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 267: 92.2306 -5.7785 -0.0755 2.3878 -0.9372 0.1397 2.9619 0.3368 0.4227 0.1595 1.4578 0.0381 1.1021 0.0750</span> +<span class="r-out co"><span class="r-pr">#></span> 268: 92.2287 -5.7803 -0.0758 2.3870 -0.9372 0.1394 2.9777 0.3375 0.4226 0.1594 1.4578 0.0380 1.1032 0.0749</span> +<span class="r-out co"><span class="r-pr">#></span> 269: 92.2265 -5.7804 -0.0761 2.3865 -0.9371 0.1399 2.9816 0.3382 0.4226 0.1592 1.4589 0.0380 1.1058 0.0747</span> +<span class="r-out co"><span class="r-pr">#></span> 270: 92.2236 -5.7811 -0.0765 2.3860 -0.9369 0.1411 2.9893 0.3386 0.4227 0.1591 1.4597 0.0380 1.1081 0.0745</span> +<span class="r-out co"><span class="r-pr">#></span> 271: 92.2211 -5.7793 -0.0769 2.3852 -0.9365 0.1421 2.9888 0.3390 0.4228 0.1591 1.4606 0.0379 1.1083 0.0745</span> +<span class="r-out co"><span class="r-pr">#></span> 272: 92.2187 -5.7773 -0.0773 2.3845 -0.9361 0.1423 2.9810 0.3396 0.4232 0.1589 1.4617 0.0378 1.1076 0.0746</span> +<span class="r-out co"><span class="r-pr">#></span> 273: 92.2164 -5.7769 -0.0776 2.3838 -0.9356 0.1427 2.9809 0.3402 0.4240 0.1589 1.4615 0.0378 1.1073 0.0746</span> +<span class="r-out co"><span class="r-pr">#></span> 274: 92.2145 -5.7763 -0.0778 2.3836 -0.9355 0.1434 2.9795 0.3407 0.4248 0.1589 1.4615 0.0378 1.1069 0.0746</span> +<span class="r-out co"><span class="r-pr">#></span> 275: 92.2133 -5.7762 -0.0779 2.3836 -0.9352 0.1436 2.9837 0.3410 0.4253 0.1589 1.4621 0.0378 1.1064 0.0746</span> +<span class="r-out co"><span class="r-pr">#></span> 276: 92.2123 -5.7764 -0.0781 2.3835 -0.9348 0.1431 2.9889 0.3414 0.4255 0.1589 1.4632 0.0378 1.1073 0.0746</span> +<span class="r-out co"><span class="r-pr">#></span> 277: 92.2113 -5.7771 -0.0781 2.3839 -0.9347 0.1423 2.9925 0.3423 0.4264 0.1589 1.4630 0.0378 1.1104 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 278: 92.2099 -5.7774 -0.0780 2.3841 -0.9349 0.1418 2.9927 0.3429 0.4270 0.1590 1.4634 0.0378 1.1127 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 279: 92.2087 -5.7798 -0.0779 2.3844 -0.9352 0.1413 2.9997 0.3437 0.4276 0.1590 1.4630 0.0378 1.1133 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 280: 92.2077 -5.7802 -0.0778 2.3841 -0.9358 0.1407 2.9971 0.3445 0.4284 0.1586 1.4634 0.0378 1.1136 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 281: 92.2061 -5.7814 -0.0777 2.3837 -0.9362 0.1401 3.0004 0.3452 0.4291 0.1582 1.4629 0.0378 1.1133 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 282: 92.2058 -5.7802 -0.0777 2.3834 -0.9363 0.1386 2.9994 0.3459 0.4297 0.1579 1.4634 0.0378 1.1126 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 283: 92.2057 -5.7780 -0.0778 2.3828 -0.9361 0.1376 2.9917 0.3469 0.4298 0.1576 1.4645 0.0378 1.1147 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 284: 92.2051 -5.7788 -0.0780 2.3824 -0.9360 0.1367 2.9968 0.3479 0.4300 0.1573 1.4647 0.0378 1.1149 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 285: 92.2041 -5.7793 -0.0782 2.3821 -0.9362 0.1359 2.9941 0.3487 0.4302 0.1573 1.4653 0.0378 1.1164 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 286: 92.2040 -5.7803 -0.0783 2.3819 -0.9364 0.1352 2.9957 0.3495 0.4304 0.1573 1.4655 0.0378 1.1180 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 287: 92.2044 -5.7809 -0.0784 2.3817 -0.9365 0.1348 2.9961 0.3502 0.4304 0.1572 1.4657 0.0379 1.1178 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 288: 92.2043 -5.7835 -0.0785 2.3814 -0.9366 0.1350 3.0073 0.3509 0.4304 0.1572 1.4658 0.0379 1.1184 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 289: 92.2041 -5.7845 -0.0787 2.3809 -0.9364 0.1347 3.0126 0.3516 0.4304 0.1571 1.4653 0.0379 1.1190 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 290: 92.2032 -5.7852 -0.0788 2.3807 -0.9363 0.1349 3.0161 0.3521 0.4304 0.1568 1.4656 0.0379 1.1191 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 291: 92.2019 -5.7848 -0.0790 2.3802 -0.9363 0.1356 3.0155 0.3528 0.4300 0.1565 1.4664 0.0380 1.1210 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 292: 92.2012 -5.7846 -0.0792 2.3799 -0.9363 0.1361 3.0167 0.3535 0.4296 0.1563 1.4670 0.0380 1.1223 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 293: 92.2007 -5.7845 -0.0793 2.3795 -0.9363 0.1365 3.0175 0.3542 0.4291 0.1561 1.4681 0.0380 1.1236 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 294: 92.2009 -5.7850 -0.0795 2.3791 -0.9360 0.1365 3.0189 0.3550 0.4287 0.1560 1.4682 0.0380 1.1243 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 295: 92.2009 -5.7865 -0.0797 2.3786 -0.9360 0.1360 3.0279 0.3556 0.4286 0.1558 1.4689 0.0380 1.1243 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 296: 92.2007 -5.7878 -0.0798 2.3781 -0.9362 0.1358 3.0345 0.3562 0.4283 0.1555 1.4694 0.0379 1.1247 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 297: 92.1992 -5.7891 -0.0801 2.3774 -0.9364 0.1358 3.0403 0.3568 0.4278 0.1554 1.4699 0.0379 1.1267 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 298: 92.1978 -5.7892 -0.0803 2.3768 -0.9366 0.1357 3.0383 0.3573 0.4274 0.1553 1.4706 0.0378 1.1276 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 299: 92.1968 -5.7906 -0.0805 2.3763 -0.9369 0.1353 3.0408 0.3579 0.4269 0.1553 1.4712 0.0378 1.1282 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 300: 92.1954 -5.7929 -0.0807 2.3760 -0.9369 0.1352 3.0477 0.3583 0.4265 0.1551 1.4716 0.0379 1.1286 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 301: 92.1941 -5.7934 -0.0809 2.3757 -0.9369 0.1352 3.0483 0.3588 0.4261 0.1548 1.4727 0.0378 1.1288 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 302: 92.1929 -5.7949 -0.0811 2.3754 -0.9370 0.1354 3.0560 0.3592 0.4256 0.1548 1.4728 0.0379 1.1296 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 303: 92.1919 -5.7972 -0.0813 2.3751 -0.9368 0.1352 3.0671 0.3597 0.4250 0.1550 1.4730 0.0379 1.1302 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 304: 92.1906 -5.8018 -0.0814 2.3750 -0.9368 0.1349 3.0935 0.3602 0.4245 0.1552 1.4731 0.0379 1.1314 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 305: 92.1897 -5.8063 -0.0817 2.3744 -0.9370 0.1350 3.1211 0.3606 0.4238 0.1554 1.4727 0.0379 1.1323 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 306: 92.1896 -5.8116 -0.0820 2.3740 -0.9373 0.1347 3.1571 0.3610 0.4233 0.1555 1.4727 0.0379 1.1351 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 307: 92.1895 -5.8156 -0.0822 2.3735 -0.9373 0.1341 3.1826 0.3613 0.4226 0.1552 1.4741 0.0379 1.1374 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 308: 92.1899 -5.8202 -0.0824 2.3732 -0.9376 0.1338 3.2124 0.3617 0.4220 0.1554 1.4745 0.0379 1.1408 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 309: 92.1903 -5.8232 -0.0827 2.3728 -0.9377 0.1337 3.2330 0.3620 0.4213 0.1554 1.4749 0.0379 1.1419 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 310: 92.1902 -5.8249 -0.0828 2.3727 -0.9378 0.1335 3.2463 0.3621 0.4207 0.1554 1.4752 0.0379 1.1435 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 311: 92.1910 -5.8267 -0.0828 2.3726 -0.9378 0.1335 3.2581 0.3623 0.4200 0.1554 1.4754 0.0379 1.1441 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 312: 92.1918 -5.8271 -0.0829 2.3726 -0.9378 0.1333 3.2567 0.3624 0.4195 0.1552 1.4751 0.0380 1.1432 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 313: 92.1926 -5.8260 -0.0829 2.3725 -0.9380 0.1334 3.2497 0.3626 0.4190 0.1552 1.4751 0.0380 1.1434 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 314: 92.1934 -5.8256 -0.0829 2.3724 -0.9381 0.1330 3.2426 0.3628 0.4185 0.1553 1.4746 0.0380 1.1441 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 315: 92.1938 -5.8237 -0.0829 2.3724 -0.9384 0.1326 3.2327 0.3630 0.4179 0.1555 1.4746 0.0380 1.1468 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 316: 92.1950 -5.8235 -0.0829 2.3722 -0.9385 0.1324 3.2283 0.3631 0.4172 0.1557 1.4745 0.0380 1.1476 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 317: 92.1963 -5.8239 -0.0829 2.3722 -0.9385 0.1322 3.2260 0.3633 0.4167 0.1560 1.4741 0.0380 1.1481 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 318: 92.1975 -5.8242 -0.0829 2.3722 -0.9387 0.1321 3.2240 0.3634 0.4163 0.1559 1.4740 0.0380 1.1477 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 319: 92.1990 -5.8250 -0.0829 2.3721 -0.9387 0.1320 3.2215 0.3634 0.4159 0.1560 1.4736 0.0381 1.1496 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 320: 92.2003 -5.8256 -0.0829 2.3722 -0.9386 0.1322 3.2199 0.3635 0.4155 0.1561 1.4730 0.0381 1.1508 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 321: 92.2018 -5.8249 -0.0829 2.3723 -0.9386 0.1326 3.2150 0.3635 0.4151 0.1562 1.4727 0.0381 1.1514 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 322: 92.2031 -5.8239 -0.0829 2.3724 -0.9386 0.1333 3.2081 0.3635 0.4147 0.1561 1.4729 0.0381 1.1527 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 323: 92.2045 -5.8244 -0.0829 2.3725 -0.9384 0.1336 3.2065 0.3635 0.4143 0.1562 1.4729 0.0381 1.1541 0.0716</span> +<span class="r-out co"><span class="r-pr">#></span> 324: 92.2060 -5.8228 -0.0828 2.3726 -0.9383 0.1339 3.1996 0.3635 0.4139 0.1562 1.4729 0.0382 1.1562 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 325: 92.2071 -5.8212 -0.0828 2.3727 -0.9383 0.1339 3.1921 0.3636 0.4135 0.1563 1.4733 0.0382 1.1580 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 326: 92.2083 -5.8201 -0.0826 2.3728 -0.9382 0.1340 3.1888 0.3639 0.4134 0.1562 1.4734 0.0382 1.1587 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 327: 92.2095 -5.8185 -0.0825 2.3729 -0.9379 0.1340 3.1831 0.3641 0.4134 0.1562 1.4737 0.0382 1.1592 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 328: 92.2105 -5.8188 -0.0823 2.3731 -0.9379 0.1338 3.1836 0.3643 0.4132 0.1561 1.4736 0.0383 1.1589 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 329: 92.2115 -5.8182 -0.0821 2.3732 -0.9381 0.1339 3.1807 0.3646 0.4129 0.1561 1.4737 0.0383 1.1585 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 330: 92.2127 -5.8181 -0.0819 2.3734 -0.9381 0.1338 3.1827 0.3648 0.4127 0.1563 1.4735 0.0383 1.1578 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 331: 92.2134 -5.8180 -0.0815 2.3739 -0.9381 0.1340 3.1837 0.3647 0.4128 0.1566 1.4735 0.0383 1.1575 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 332: 92.2136 -5.8184 -0.0811 2.3746 -0.9379 0.1340 3.1847 0.3647 0.4130 0.1570 1.4728 0.0384 1.1577 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 333: 92.2133 -5.8180 -0.0807 2.3753 -0.9376 0.1340 3.1853 0.3646 0.4132 0.1572 1.4725 0.0384 1.1573 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 334: 92.2136 -5.8173 -0.0803 2.3760 -0.9374 0.1342 3.1838 0.3645 0.4133 0.1576 1.4720 0.0385 1.1570 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 335: 92.2139 -5.8187 -0.0800 2.3769 -0.9372 0.1344 3.1947 0.3643 0.4135 0.1576 1.4714 0.0386 1.1567 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 336: 92.2134 -5.8198 -0.0796 2.3777 -0.9370 0.1348 3.2008 0.3641 0.4135 0.1577 1.4706 0.0387 1.1557 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 337: 92.2130 -5.8201 -0.0792 2.3784 -0.9370 0.1357 3.2050 0.3640 0.4137 0.1579 1.4703 0.0388 1.1558 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 338: 92.2130 -5.8190 -0.0787 2.3791 -0.9368 0.1362 3.2036 0.3638 0.4139 0.1580 1.4708 0.0388 1.1558 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 339: 92.2132 -5.8177 -0.0783 2.3798 -0.9368 0.1369 3.2006 0.3637 0.4142 0.1581 1.4712 0.0388 1.1551 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 340: 92.2137 -5.8167 -0.0778 2.3806 -0.9366 0.1376 3.1984 0.3636 0.4143 0.1581 1.4712 0.0388 1.1540 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 341: 92.2141 -5.8145 -0.0773 2.3814 -0.9364 0.1378 3.1916 0.3635 0.4142 0.1581 1.4712 0.0389 1.1529 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 342: 92.2142 -5.8123 -0.0769 2.3821 -0.9364 0.1383 3.1840 0.3634 0.4142 0.1581 1.4718 0.0389 1.1513 0.0716</span> +<span class="r-out co"><span class="r-pr">#></span> 343: 92.2139 -5.8109 -0.0764 2.3830 -0.9364 0.1389 3.1806 0.3632 0.4142 0.1581 1.4721 0.0389 1.1501 0.0716</span> +<span class="r-out co"><span class="r-pr">#></span> 344: 92.2137 -5.8117 -0.0759 2.3839 -0.9366 0.1390 3.1830 0.3631 0.4144 0.1582 1.4711 0.0390 1.1492 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 345: 92.2133 -5.8118 -0.0754 2.3849 -0.9368 0.1391 3.1827 0.3630 0.4146 0.1582 1.4703 0.0391 1.1488 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 346: 92.2127 -5.8113 -0.0748 2.3858 -0.9369 0.1389 3.1793 0.3629 0.4147 0.1581 1.4700 0.0391 1.1475 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 347: 92.2121 -5.8107 -0.0743 2.3867 -0.9371 0.1386 3.1748 0.3628 0.4149 0.1579 1.4701 0.0392 1.1463 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 348: 92.2106 -5.8109 -0.0738 2.3876 -0.9374 0.1385 3.1726 0.3626 0.4151 0.1577 1.4704 0.0392 1.1453 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 349: 92.2096 -5.8111 -0.0732 2.3883 -0.9377 0.1382 3.1703 0.3626 0.4151 0.1575 1.4705 0.0392 1.1448 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 350: 92.2088 -5.8108 -0.0727 2.3890 -0.9378 0.1380 3.1674 0.3625 0.4152 0.1574 1.4704 0.0392 1.1439 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 351: 92.2077 -5.8103 -0.0722 2.3899 -0.9379 0.1379 3.1634 0.3623 0.4154 0.1572 1.4701 0.0393 1.1432 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 352: 92.2069 -5.8103 -0.0718 2.3906 -0.9381 0.1380 3.1626 0.3623 0.4154 0.1570 1.4701 0.0393 1.1425 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 353: 92.2058 -5.8107 -0.0714 2.3913 -0.9381 0.1382 3.1629 0.3624 0.4154 0.1570 1.4695 0.0394 1.1426 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 354: 92.2046 -5.8102 -0.0710 2.3921 -0.9381 0.1384 3.1576 0.3624 0.4154 0.1571 1.4691 0.0394 1.1424 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 355: 92.2034 -5.8084 -0.0707 2.3928 -0.9381 0.1388 3.1501 0.3624 0.4154 0.1570 1.4686 0.0395 1.1414 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 356: 92.2027 -5.8079 -0.0703 2.3935 -0.9382 0.1392 3.1463 0.3626 0.4155 0.1569 1.4682 0.0396 1.1405 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 357: 92.2019 -5.8084 -0.0698 2.3943 -0.9382 0.1390 3.1444 0.3628 0.4156 0.1569 1.4665 0.0397 1.1403 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 358: 92.2014 -5.8085 -0.0694 2.3950 -0.9381 0.1389 3.1413 0.3630 0.4158 0.1569 1.4662 0.0398 1.1398 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 359: 92.2005 -5.8091 -0.0689 2.3956 -0.9383 0.1387 3.1393 0.3633 0.4159 0.1570 1.4664 0.0398 1.1401 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 360: 92.1994 -5.8091 -0.0685 2.3962 -0.9385 0.1385 3.1362 0.3635 0.4159 0.1572 1.4664 0.0398 1.1413 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 361: 92.1983 -5.8094 -0.0682 2.3966 -0.9386 0.1384 3.1340 0.3638 0.4159 0.1573 1.4669 0.0398 1.1420 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 362: 92.1976 -5.8086 -0.0678 2.3971 -0.9389 0.1380 3.1277 0.3639 0.4160 0.1573 1.4671 0.0398 1.1414 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 363: 92.1967 -5.8081 -0.0675 2.3976 -0.9389 0.1377 3.1239 0.3641 0.4161 0.1573 1.4669 0.0399 1.1412 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 364: 92.1960 -5.8073 -0.0671 2.3982 -0.9390 0.1373 3.1208 0.3643 0.4161 0.1572 1.4668 0.0399 1.1411 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 365: 92.1958 -5.8066 -0.0667 2.3988 -0.9389 0.1369 3.1164 0.3645 0.4160 0.1572 1.4672 0.0399 1.1416 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 366: 92.1956 -5.8063 -0.0664 2.3992 -0.9390 0.1364 3.1127 0.3650 0.4156 0.1573 1.4674 0.0399 1.1425 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 367: 92.1952 -5.8056 -0.0661 2.3996 -0.9389 0.1361 3.1082 0.3652 0.4155 0.1574 1.4675 0.0399 1.1416 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 368: 92.1948 -5.8059 -0.0658 2.4001 -0.9389 0.1359 3.1068 0.3655 0.4154 0.1575 1.4671 0.0399 1.1406 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 369: 92.1948 -5.8064 -0.0655 2.4005 -0.9388 0.1360 3.1055 0.3658 0.4152 0.1576 1.4669 0.0399 1.1408 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 370: 92.1951 -5.8072 -0.0652 2.4010 -0.9389 0.1361 3.1060 0.3660 0.4151 0.1576 1.4669 0.0399 1.1406 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 371: 92.1956 -5.8080 -0.0649 2.4015 -0.9390 0.1362 3.1095 0.3662 0.4150 0.1576 1.4669 0.0400 1.1411 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 372: 92.1962 -5.8096 -0.0645 2.4020 -0.9390 0.1363 3.1168 0.3665 0.4149 0.1576 1.4667 0.0400 1.1411 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 373: 92.1968 -5.8098 -0.0642 2.4025 -0.9392 0.1363 3.1154 0.3666 0.4147 0.1576 1.4664 0.0400 1.1418 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 374: 92.1972 -5.8098 -0.0640 2.4029 -0.9395 0.1363 3.1117 0.3667 0.4146 0.1576 1.4661 0.0401 1.1421 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 375: 92.1979 -5.8101 -0.0637 2.4032 -0.9397 0.1364 3.1090 0.3668 0.4143 0.1577 1.4654 0.0401 1.1425 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 376: 92.1981 -5.8106 -0.0635 2.4035 -0.9399 0.1363 3.1084 0.3669 0.4142 0.1576 1.4650 0.0401 1.1423 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 377: 92.1986 -5.8104 -0.0633 2.4039 -0.9399 0.1360 3.1053 0.3670 0.4142 0.1576 1.4645 0.0402 1.1424 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 378: 92.1989 -5.8104 -0.0631 2.4043 -0.9399 0.1358 3.1026 0.3671 0.4142 0.1577 1.4638 0.0402 1.1421 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 379: 92.1990 -5.8114 -0.0628 2.4047 -0.9399 0.1355 3.1068 0.3671 0.4141 0.1577 1.4636 0.0402 1.1413 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 380: 92.1989 -5.8119 -0.0627 2.4048 -0.9400 0.1351 3.1095 0.3673 0.4136 0.1577 1.4634 0.0402 1.1413 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 381: 92.1989 -5.8127 -0.0627 2.4048 -0.9400 0.1349 3.1152 0.3676 0.4131 0.1577 1.4631 0.0403 1.1408 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 382: 92.1994 -5.8126 -0.0627 2.4049 -0.9399 0.1348 3.1188 0.3678 0.4126 0.1576 1.4635 0.0403 1.1403 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 383: 92.2000 -5.8129 -0.0626 2.4049 -0.9397 0.1346 3.1256 0.3681 0.4120 0.1576 1.4637 0.0403 1.1396 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 384: 92.2006 -5.8133 -0.0626 2.4050 -0.9396 0.1347 3.1290 0.3683 0.4115 0.1575 1.4641 0.0402 1.1389 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 385: 92.2015 -5.8131 -0.0626 2.4050 -0.9394 0.1350 3.1287 0.3686 0.4110 0.1575 1.4642 0.0402 1.1382 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 386: 92.2023 -5.8140 -0.0625 2.4049 -0.9391 0.1349 3.1324 0.3690 0.4104 0.1574 1.4647 0.0402 1.1374 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 387: 92.2030 -5.8147 -0.0625 2.4050 -0.9390 0.1349 3.1345 0.3693 0.4099 0.1572 1.4652 0.0402 1.1366 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 388: 92.2040 -5.8157 -0.0625 2.4050 -0.9389 0.1349 3.1381 0.3696 0.4094 0.1570 1.4652 0.0402 1.1362 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 389: 92.2051 -5.8156 -0.0625 2.4051 -0.9387 0.1349 3.1373 0.3699 0.4090 0.1570 1.4653 0.0402 1.1354 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 390: 92.2063 -5.8152 -0.0625 2.4051 -0.9386 0.1349 3.1350 0.3702 0.4087 0.1570 1.4655 0.0402 1.1345 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 391: 92.2076 -5.8160 -0.0625 2.4051 -0.9384 0.1350 3.1380 0.3705 0.4083 0.1571 1.4656 0.0402 1.1341 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 392: 92.2086 -5.8166 -0.0626 2.4049 -0.9384 0.1349 3.1397 0.3707 0.4081 0.1572 1.4658 0.0402 1.1345 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 393: 92.2095 -5.8168 -0.0626 2.4047 -0.9383 0.1348 3.1405 0.3708 0.4080 0.1573 1.4659 0.0402 1.1344 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 394: 92.2107 -5.8174 -0.0627 2.4045 -0.9382 0.1347 3.1433 0.3710 0.4079 0.1575 1.4660 0.0401 1.1342 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 395: 92.2118 -5.8174 -0.0628 2.4043 -0.9380 0.1346 3.1437 0.3711 0.4078 0.1575 1.4661 0.0401 1.1343 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 396: 92.2127 -5.8170 -0.0629 2.4041 -0.9379 0.1344 3.1424 0.3712 0.4077 0.1575 1.4664 0.0401 1.1342 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 397: 92.2137 -5.8161 -0.0630 2.4040 -0.9376 0.1342 3.1386 0.3713 0.4076 0.1577 1.4667 0.0401 1.1341 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 398: 92.2146 -5.8152 -0.0633 2.4036 -0.9374 0.1341 3.1344 0.3713 0.4075 0.1578 1.4671 0.0401 1.1334 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 399: 92.2157 -5.8138 -0.0635 2.4032 -0.9373 0.1340 3.1296 0.3714 0.4074 0.1578 1.4678 0.0401 1.1336 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 400: 92.2165 -5.8131 -0.0638 2.4027 -0.9372 0.1340 3.1262 0.3715 0.4072 0.1579 1.4681 0.0400 1.1332 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 401: 92.2173 -5.8118 -0.0641 2.4022 -0.9372 0.1341 3.1220 0.3716 0.4069 0.1579 1.4686 0.0400 1.1339 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 402: 92.2181 -5.8107 -0.0643 2.4018 -0.9370 0.1344 3.1192 0.3718 0.4065 0.1580 1.4694 0.0400 1.1338 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 403: 92.2190 -5.8099 -0.0646 2.4013 -0.9371 0.1348 3.1166 0.3720 0.4061 0.1581 1.4700 0.0400 1.1344 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 404: 92.2198 -5.8104 -0.0649 2.4008 -0.9372 0.1348 3.1161 0.3723 0.4058 0.1582 1.4704 0.0399 1.1357 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 405: 92.2203 -5.8107 -0.0652 2.4004 -0.9372 0.1348 3.1177 0.3725 0.4055 0.1582 1.4705 0.0400 1.1358 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 406: 92.2204 -5.8103 -0.0653 2.4002 -0.9371 0.1348 3.1157 0.3724 0.4051 0.1582 1.4709 0.0400 1.1361 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 407: 92.2201 -5.8094 -0.0655 2.4001 -0.9369 0.1348 3.1121 0.3724 0.4048 0.1583 1.4713 0.0400 1.1360 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 408: 92.2201 -5.8087 -0.0657 2.3999 -0.9368 0.1350 3.1085 0.3724 0.4044 0.1582 1.4714 0.0400 1.1360 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 409: 92.2201 -5.8083 -0.0658 2.3998 -0.9365 0.1355 3.1073 0.3724 0.4043 0.1582 1.4713 0.0401 1.1358 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 410: 92.2196 -5.8094 -0.0659 2.3996 -0.9365 0.1361 3.1123 0.3724 0.4041 0.1582 1.4712 0.0401 1.1357 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 411: 92.2192 -5.8099 -0.0661 2.3994 -0.9366 0.1363 3.1168 0.3724 0.4038 0.1582 1.4715 0.0401 1.1354 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 412: 92.2187 -5.8105 -0.0662 2.3993 -0.9365 0.1365 3.1215 0.3725 0.4035 0.1582 1.4716 0.0401 1.1359 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 413: 92.2185 -5.8109 -0.0663 2.3992 -0.9365 0.1367 3.1268 0.3725 0.4031 0.1583 1.4719 0.0401 1.1357 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 414: 92.2183 -5.8111 -0.0665 2.3987 -0.9365 0.1370 3.1286 0.3727 0.4026 0.1582 1.4724 0.0400 1.1349 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 415: 92.2181 -5.8122 -0.0667 2.3983 -0.9366 0.1370 3.1351 0.3729 0.4021 0.1581 1.4726 0.0400 1.1341 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 416: 92.2180 -5.8133 -0.0669 2.3979 -0.9367 0.1372 3.1409 0.3731 0.4015 0.1578 1.4734 0.0400 1.1333 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 417: 92.2176 -5.8138 -0.0671 2.3976 -0.9368 0.1374 3.1426 0.3733 0.4009 0.1576 1.4739 0.0400 1.1325 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 418: 92.2173 -5.8150 -0.0673 2.3973 -0.9369 0.1376 3.1479 0.3735 0.4003 0.1575 1.4740 0.0400 1.1316 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 419: 92.2174 -5.8154 -0.0674 2.3970 -0.9369 0.1375 3.1497 0.3736 0.3998 0.1574 1.4741 0.0400 1.1314 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 420: 92.2175 -5.8154 -0.0676 2.3968 -0.9369 0.1375 3.1489 0.3737 0.3993 0.1574 1.4742 0.0400 1.1315 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 421: 92.2176 -5.8154 -0.0678 2.3964 -0.9369 0.1374 3.1485 0.3739 0.3989 0.1573 1.4743 0.0400 1.1312 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 422: 92.2174 -5.8155 -0.0680 2.3961 -0.9370 0.1375 3.1483 0.3741 0.3985 0.1572 1.4744 0.0400 1.1309 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 423: 92.2170 -5.8156 -0.0681 2.3958 -0.9371 0.1375 3.1481 0.3742 0.3980 0.1571 1.4741 0.0400 1.1308 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 424: 92.2169 -5.8168 -0.0683 2.3956 -0.9372 0.1374 3.1524 0.3744 0.3976 0.1571 1.4740 0.0400 1.1316 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 425: 92.2167 -5.8171 -0.0685 2.3954 -0.9372 0.1373 3.1520 0.3744 0.3972 0.1571 1.4736 0.0401 1.1317 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 426: 92.2164 -5.8170 -0.0687 2.3951 -0.9372 0.1373 3.1502 0.3745 0.3968 0.1570 1.4734 0.0401 1.1320 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 427: 92.2166 -5.8169 -0.0688 2.3949 -0.9372 0.1372 3.1480 0.3745 0.3964 0.1570 1.4734 0.0401 1.1317 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 428: 92.2166 -5.8170 -0.0689 2.3948 -0.9374 0.1371 3.1460 0.3745 0.3959 0.1570 1.4735 0.0401 1.1315 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 429: 92.2162 -5.8171 -0.0691 2.3946 -0.9374 0.1369 3.1446 0.3745 0.3954 0.1570 1.4736 0.0401 1.1316 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 430: 92.2158 -5.8178 -0.0692 2.3944 -0.9375 0.1370 3.1464 0.3745 0.3950 0.1570 1.4736 0.0401 1.1314 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 431: 92.2153 -5.8180 -0.0693 2.3942 -0.9375 0.1371 3.1470 0.3745 0.3946 0.1570 1.4735 0.0401 1.1314 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 432: 92.2150 -5.8182 -0.0695 2.3940 -0.9375 0.1372 3.1477 0.3746 0.3942 0.1570 1.4735 0.0401 1.1315 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 433: 92.2145 -5.8189 -0.0696 2.3938 -0.9375 0.1374 3.1512 0.3746 0.3938 0.1571 1.4736 0.0400 1.1323 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 434: 92.2141 -5.8186 -0.0697 2.3936 -0.9373 0.1376 3.1530 0.3746 0.3933 0.1571 1.4736 0.0400 1.1330 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 435: 92.2133 -5.8187 -0.0699 2.3934 -0.9373 0.1381 3.1571 0.3747 0.3929 0.1570 1.4738 0.0400 1.1325 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 436: 92.2129 -5.8180 -0.0700 2.3932 -0.9374 0.1380 3.1544 0.3746 0.3925 0.1570 1.4740 0.0400 1.1332 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 437: 92.2122 -5.8186 -0.0702 2.3930 -0.9375 0.1380 3.1574 0.3746 0.3921 0.1570 1.4739 0.0400 1.1342 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 438: 92.2114 -5.8187 -0.0703 2.3928 -0.9376 0.1380 3.1583 0.3745 0.3918 0.1569 1.4740 0.0400 1.1346 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 439: 92.2104 -5.8181 -0.0705 2.3925 -0.9377 0.1381 3.1568 0.3744 0.3914 0.1568 1.4743 0.0400 1.1352 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 440: 92.2095 -5.8178 -0.0706 2.3923 -0.9377 0.1381 3.1555 0.3743 0.3910 0.1566 1.4745 0.0400 1.1349 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 441: 92.2088 -5.8176 -0.0707 2.3923 -0.9378 0.1381 3.1559 0.3742 0.3907 0.1565 1.4748 0.0400 1.1349 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 442: 92.2081 -5.8172 -0.0708 2.3921 -0.9379 0.1383 3.1539 0.3741 0.3903 0.1564 1.4754 0.0400 1.1350 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 443: 92.2074 -5.8171 -0.0709 2.3920 -0.9380 0.1387 3.1526 0.3740 0.3901 0.1563 1.4756 0.0400 1.1349 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 444: 92.2068 -5.8175 -0.0711 2.3918 -0.9380 0.1390 3.1533 0.3739 0.3898 0.1562 1.4758 0.0400 1.1353 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 445: 92.2061 -5.8180 -0.0712 2.3915 -0.9382 0.1394 3.1529 0.3737 0.3896 0.1562 1.4758 0.0400 1.1355 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 446: 92.2054 -5.8177 -0.0714 2.3912 -0.9384 0.1398 3.1496 0.3735 0.3894 0.1562 1.4760 0.0399 1.1367 0.0716</span> +<span class="r-out co"><span class="r-pr">#></span> 447: 92.2051 -5.8180 -0.0716 2.3910 -0.9385 0.1400 3.1484 0.3734 0.3891 0.1563 1.4762 0.0399 1.1370 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 448: 92.2053 -5.8189 -0.0717 2.3909 -0.9387 0.1405 3.1499 0.3732 0.3889 0.1563 1.4764 0.0399 1.1377 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 449: 92.2054 -5.8195 -0.0718 2.3908 -0.9388 0.1411 3.1497 0.3730 0.3887 0.1562 1.4768 0.0399 1.1382 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 450: 92.2054 -5.8205 -0.0719 2.3906 -0.9390 0.1417 3.1528 0.3728 0.3885 0.1562 1.4769 0.0399 1.1378 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 451: 92.2053 -5.8213 -0.0720 2.3905 -0.9391 0.1423 3.1544 0.3725 0.3883 0.1561 1.4774 0.0399 1.1379 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 452: 92.2054 -5.8218 -0.0720 2.3905 -0.9393 0.1426 3.1541 0.3722 0.3882 0.1560 1.4779 0.0398 1.1378 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 453: 92.2054 -5.8217 -0.0721 2.3903 -0.9395 0.1428 3.1530 0.3721 0.3880 0.1559 1.4785 0.0398 1.1378 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 454: 92.2053 -5.8214 -0.0722 2.3901 -0.9395 0.1431 3.1508 0.3720 0.3878 0.1559 1.4786 0.0398 1.1375 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 455: 92.2052 -5.8220 -0.0724 2.3898 -0.9396 0.1433 3.1519 0.3720 0.3875 0.1559 1.4791 0.0398 1.1379 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 456: 92.2053 -5.8230 -0.0727 2.3894 -0.9397 0.1434 3.1544 0.3720 0.3873 0.1560 1.4793 0.0398 1.1384 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 457: 92.2053 -5.8240 -0.0729 2.3889 -0.9398 0.1437 3.1568 0.3720 0.3869 0.1559 1.4793 0.0398 1.1393 0.0714</span> +<span class="r-out co"><span class="r-pr">#></span> 458: 92.2051 -5.8245 -0.0731 2.3885 -0.9399 0.1440 3.1571 0.3721 0.3865 0.1558 1.4797 0.0397 1.1404 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 459: 92.2045 -5.8246 -0.0732 2.3882 -0.9402 0.1442 3.1562 0.3721 0.3862 0.1558 1.4801 0.0397 1.1407 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 460: 92.2040 -5.8244 -0.0734 2.3878 -0.9403 0.1442 3.1536 0.3722 0.3859 0.1558 1.4806 0.0397 1.1406 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 461: 92.2030 -5.8245 -0.0736 2.3874 -0.9404 0.1444 3.1517 0.3722 0.3856 0.1557 1.4811 0.0397 1.1412 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 462: 92.2022 -5.8253 -0.0738 2.3870 -0.9405 0.1445 3.1531 0.3723 0.3853 0.1556 1.4817 0.0396 1.1425 0.0712</span> +<span class="r-out co"><span class="r-pr">#></span> 463: 92.2014 -5.8260 -0.0740 2.3866 -0.9405 0.1449 3.1545 0.3724 0.3849 0.1556 1.4823 0.0396 1.1441 0.0711</span> +<span class="r-out co"><span class="r-pr">#></span> 464: 92.2008 -5.8257 -0.0742 2.3862 -0.9405 0.1453 3.1522 0.3726 0.3845 0.1555 1.4828 0.0396 1.1451 0.0711</span> +<span class="r-out co"><span class="r-pr">#></span> 465: 92.2002 -5.8256 -0.0744 2.3859 -0.9404 0.1458 3.1511 0.3727 0.3842 0.1555 1.4830 0.0396 1.1459 0.0710</span> +<span class="r-out co"><span class="r-pr">#></span> 466: 92.1997 -5.8256 -0.0747 2.3855 -0.9403 0.1463 3.1516 0.3728 0.3839 0.1555 1.4834 0.0396 1.1476 0.0709</span> +<span class="r-out co"><span class="r-pr">#></span> 467: 92.1993 -5.8258 -0.0749 2.3850 -0.9404 0.1468 3.1521 0.3730 0.3836 0.1555 1.4835 0.0395 1.1490 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 468: 92.1990 -5.8259 -0.0752 2.3846 -0.9404 0.1473 3.1546 0.3731 0.3834 0.1555 1.4837 0.0395 1.1500 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 469: 92.1987 -5.8263 -0.0753 2.3844 -0.9403 0.1479 3.1598 0.3731 0.3831 0.1555 1.4839 0.0395 1.1504 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 470: 92.1987 -5.8267 -0.0755 2.3841 -0.9403 0.1482 3.1611 0.3730 0.3829 0.1555 1.4839 0.0395 1.1496 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 471: 92.1987 -5.8269 -0.0756 2.3839 -0.9404 0.1482 3.1627 0.3730 0.3826 0.1555 1.4839 0.0395 1.1492 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 472: 92.1983 -5.8269 -0.0758 2.3838 -0.9403 0.1480 3.1618 0.3729 0.3823 0.1555 1.4839 0.0395 1.1493 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 473: 92.1980 -5.8264 -0.0760 2.3836 -0.9402 0.1478 3.1602 0.3728 0.3820 0.1554 1.4839 0.0395 1.1489 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 474: 92.1976 -5.8256 -0.0762 2.3834 -0.9402 0.1475 3.1565 0.3727 0.3818 0.1554 1.4842 0.0395 1.1487 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 475: 92.1971 -5.8252 -0.0763 2.3832 -0.9402 0.1473 3.1543 0.3726 0.3816 0.1553 1.4845 0.0395 1.1487 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 476: 92.1965 -5.8250 -0.0765 2.3830 -0.9402 0.1469 3.1523 0.3725 0.3814 0.1552 1.4846 0.0395 1.1484 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 477: 92.1960 -5.8242 -0.0766 2.3827 -0.9402 0.1465 3.1483 0.3724 0.3811 0.1552 1.4849 0.0395 1.1483 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 478: 92.1955 -5.8236 -0.0767 2.3826 -0.9402 0.1463 3.1447 0.3722 0.3808 0.1553 1.4854 0.0395 1.1481 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 479: 92.1952 -5.8232 -0.0769 2.3824 -0.9401 0.1462 3.1421 0.3722 0.3805 0.1554 1.4857 0.0395 1.1478 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 480: 92.1948 -5.8235 -0.0770 2.3822 -0.9400 0.1461 3.1426 0.3721 0.3803 0.1554 1.4862 0.0395 1.1478 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 481: 92.1947 -5.8240 -0.0772 2.3820 -0.9399 0.1459 3.1455 0.3721 0.3801 0.1554 1.4868 0.0395 1.1483 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 482: 92.1948 -5.8244 -0.0774 2.3817 -0.9399 0.1456 3.1476 0.3720 0.3799 0.1553 1.4873 0.0395 1.1488 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 483: 92.1944 -5.8247 -0.0776 2.3815 -0.9397 0.1455 3.1487 0.3719 0.3797 0.1553 1.4876 0.0394 1.1494 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 484: 92.1941 -5.8249 -0.0778 2.3811 -0.9396 0.1454 3.1493 0.3719 0.3795 0.1554 1.4879 0.0394 1.1501 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 485: 92.1940 -5.8252 -0.0780 2.3809 -0.9396 0.1453 3.1501 0.3718 0.3793 0.1554 1.4881 0.0394 1.1503 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 486: 92.1936 -5.8249 -0.0781 2.3807 -0.9395 0.1453 3.1486 0.3717 0.3792 0.1554 1.4884 0.0394 1.1508 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 487: 92.1935 -5.8248 -0.0783 2.3804 -0.9394 0.1453 3.1485 0.3716 0.3791 0.1553 1.4887 0.0393 1.1507 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 488: 92.1932 -5.8246 -0.0785 2.3800 -0.9394 0.1454 3.1478 0.3715 0.3788 0.1552 1.4892 0.0393 1.1510 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 489: 92.1931 -5.8241 -0.0787 2.3796 -0.9394 0.1455 3.1468 0.3715 0.3787 0.1551 1.4895 0.0393 1.1514 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 490: 92.1934 -5.8242 -0.0790 2.3793 -0.9393 0.1456 3.1478 0.3715 0.3786 0.1551 1.4898 0.0393 1.1528 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 491: 92.1936 -5.8241 -0.0792 2.3788 -0.9392 0.1455 3.1472 0.3715 0.3785 0.1551 1.4900 0.0393 1.1533 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 492: 92.1940 -5.8234 -0.0794 2.3783 -0.9391 0.1455 3.1449 0.3714 0.3783 0.1551 1.4903 0.0392 1.1538 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 493: 92.1943 -5.8230 -0.0797 2.3779 -0.9390 0.1455 3.1426 0.3714 0.3783 0.1552 1.4907 0.0392 1.1541 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 494: 92.1946 -5.8226 -0.0799 2.3774 -0.9390 0.1458 3.1405 0.3713 0.3782 0.1551 1.4911 0.0392 1.1541 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 495: 92.1948 -5.8219 -0.0802 2.3770 -0.9391 0.1459 3.1366 0.3712 0.3782 0.1551 1.4916 0.0392 1.1543 0.0706</span> +<span class="r-out co"><span class="r-pr">#></span> 496: 92.1948 -5.8213 -0.0804 2.3766 -0.9392 0.1460 3.1331 0.3711 0.3781 0.1552 1.4920 0.0392 1.1556 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 497: 92.1949 -5.8213 -0.0806 2.3762 -0.9393 0.1462 3.1326 0.3711 0.3780 0.1553 1.4923 0.0391 1.1564 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 498: 92.1950 -5.8215 -0.0808 2.3758 -0.9394 0.1462 3.1331 0.3710 0.3779 0.1553 1.4926 0.0391 1.1568 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 499: 92.1953 -5.8219 -0.0810 2.3754 -0.9395 0.1461 3.1343 0.3709 0.3778 0.1554 1.4929 0.0391 1.1567 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 500: 92.1957 -5.8232 -0.0812 2.3751 -0.9395 0.1459 3.1411 0.3709 0.3776 0.1554 1.4931 0.0391 1.1575 0.0705</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_fomc_sfo_focei_obs_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"FOMC-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> error_model <span class="op">=</span> <span class="st">"obs_tc"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_alpha |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_beta |sigma_low_parent |rsd_high_parent |sigma_low_A1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................|rsd_high_A1 | o1 | o2 | o3 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o4 | o5 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 500.20030 | 1.000 | -1.000 | -0.9113 | -0.8944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8678 | -0.8916 | -0.8678 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8916 | -0.8767 | -0.8743 | -0.8675 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8704 | -0.8704 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 500.2003 | 93.00 | -5.300 | -0.9400 | -0.1100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.200 | 0.03000 | 1.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03000 | 0.7598 | 0.8758 | 1.214 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.068 | 1.071 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 500.2003</span> | 93.00 | 0.004992 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.200 | 0.03000 | 1.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03000 | 0.7598 | 0.8758 | 1.214 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.068 | 1.071 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | 48.88 | 2.383 | 0.1231 | 0.1986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1571 | -68.85 | -20.11 | 3.616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.292 | 0.6250 | 11.41 | -12.48 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.903 | -10.91 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 2737.7532 | 0.4556 | -1.027 | -0.9127 | -0.8966 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8471 | -0.1009 | -0.6676 | -0.9080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8660 | -0.8837 | -1.001 | -0.7285 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7601 | -0.7489 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 2737.7532 | 42.37 | -5.327 | -0.9413 | -0.1122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.298 | 1.660 | 0.03336 | 1.176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03038 | 0.7545 | 0.7645 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.185 | 1.201 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 2737.7532</span> | 42.37 | 0.004861 | 0.2806 | 0.8939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.957 | 1.660 | 0.03336 | 1.176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03038 | 0.7545 | 0.7645 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.185 | 1.201 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 513.07755 | 0.9456 | -1.003 | -0.9114 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7911 | -0.8692 | -0.8718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8890 | -0.8774 | -0.8871 | -0.8536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8594 | -0.8582 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 513.07755 | 87.94 | -5.303 | -0.9401 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.246 | 0.03034 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03004 | 0.7593 | 0.8646 | 1.231 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.079 | 1.084 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 513.07755</span> | 87.94 | 0.004978 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.972 | 1.246 | 0.03034 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03004 | 0.7593 | 0.8646 | 1.231 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.079 | 1.084 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 499.28604 | 0.9888 | -1.001 | -0.9113 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8520 | -0.8870 | -0.8686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8910 | -0.8769 | -0.8770 | -0.8646 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8682 | -0.8679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 499.28604 | 91.96 | -5.301 | -0.9400 | -0.1100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.209 | 0.03007 | 1.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03001 | 0.7597 | 0.8735 | 1.218 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.070 | 1.074 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 499.28604</span> | 91.96 | 0.004989 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.209 | 0.03007 | 1.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03001 | 0.7597 | 0.8735 | 1.218 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.070 | 1.074 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -111.5 | 2.236 | -0.2057 | 0.1035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1971 | -66.17 | -21.17 | 4.107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.586 | 1.583 | 8.991 | -11.70 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.625 | -10.49 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 497.76004 | 1.001 | -1.001 | -0.9113 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8366 | -0.8822 | -0.8695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8906 | -0.8771 | -0.8792 | -0.8619 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8660 | -0.8654 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 497.76004 | 93.05 | -5.301 | -0.9400 | -0.1101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.219 | 0.03014 | 1.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03001 | 0.7595 | 0.8715 | 1.221 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.072 | 1.076 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 497.76004</span> | 93.05 | 0.004986 | 0.2809 | 0.8958 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.219 | 0.03014 | 1.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03001 | 0.7595 | 0.8715 | 1.221 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.072 | 1.076 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 56.91 | 2.356 | 0.1468 | 0.2109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1761 | -64.61 | -18.67 | 3.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.680 | 1.108 | 8.338 | -11.70 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.518 | -10.47 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 496.73820 | 0.9899 | -1.002 | -0.9113 | -0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8205 | -0.8775 | -0.8703 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8902 | -0.8774 | -0.8813 | -0.8590 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8636 | -0.8628 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 496.7382 | 92.06 | -5.302 | -0.9400 | -0.1101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.228 | 0.03021 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03002 | 0.7593 | 0.8696 | 1.225 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.075 | 1.079 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 496.7382</span> | 92.06 | 0.004983 | 0.2809 | 0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.228 | 0.03021 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03002 | 0.7593 | 0.8696 | 1.225 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.075 | 1.079 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -94.52 | 2.222 | -0.1721 | 0.1131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1712 | -62.76 | -19.55 | 3.974 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.718 | 1.304 | 7.360 | -11.47 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.402 | -10.21 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 495.33979 | 1.001 | -1.002 | -0.9113 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.8044 | -0.8726 | -0.8713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8897 | -0.8777 | -0.8834 | -0.8560 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8612 | -0.8602 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.33979 | 93.05 | -5.302 | -0.9400 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.238 | 0.03028 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03003 | 0.7591 | 0.8679 | 1.228 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.077 | 1.082 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.33979</span> | 93.05 | 0.004981 | 0.2809 | 0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.238 | 0.03028 | 1.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03003 | 0.7591 | 0.8679 | 1.228 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.077 | 1.082 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 56.11 | 2.327 | 0.1520 | 0.2091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1742 | -61.13 | -17.23 | 3.435 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.620 | 1.132 | 9.399 | -11.44 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.328 | -10.19 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 494.31617 | 0.9904 | -1.003 | -0.9113 | -0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7881 | -0.8680 | -0.8722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8893 | -0.8780 | -0.8859 | -0.8530 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8587 | -0.8575 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.31617 | 92.11 | -5.303 | -0.9400 | -0.1102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.248 | 0.03035 | 1.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03003 | 0.7589 | 0.8657 | 1.232 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.080 | 1.085 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.31617</span> | 92.11 | 0.004977 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.248 | 0.03035 | 1.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03003 | 0.7589 | 0.8657 | 1.232 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.080 | 1.085 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -86.81 | 2.198 | -0.1566 | 0.1238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1638 | -59.37 | -18.02 | 4.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.591 | 1.325 | 8.479 | -11.19 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.201 | -9.937 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 493.00423 | 1.001 | -1.003 | -0.9113 | -0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.7718 | -0.8631 | -0.8732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8888 | -0.8783 | -0.8883 | -0.8499 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8562 | -0.8548 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 493.00423 | 93.05 | -5.303 | -0.9400 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.258 | 0.03043 | 1.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03004 | 0.7586 | 0.8635 | 1.236 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.083 | 1.088 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 493.00423</span> | 93.05 | 0.004974 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.258 | 0.03043 | 1.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03004 | 0.7586 | 0.8635 | 1.236 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.083 | 1.088 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 54.84 | 2.286 | 0.1404 | 0.2142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1628 | -57.96 | -15.94 | 3.372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.642 | 1.184 | 9.036 | -11.17 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.110 | -9.901 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 491.99601 | 0.9908 | -1.004 | -0.9114 | -0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7552 | -0.8585 | -0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8884 | -0.8786 | -0.8910 | -0.8467 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8536 | -0.8520 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.99601 | 92.15 | -5.304 | -0.9401 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.268 | 0.03050 | 1.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03005 | 0.7584 | 0.8612 | 1.239 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.085 | 1.091 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.99601</span> | 92.15 | 0.004971 | 0.2809 | 0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.268 | 0.03050 | 1.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03005 | 0.7584 | 0.8612 | 1.239 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.085 | 1.091 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -80.67 | 2.171 | -0.1367 | 0.1256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1610 | -56.13 | -16.61 | 4.047 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.607 | 1.226 | 8.142 | -10.92 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.982 | -9.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 490.76421 | 1.000 | -1.005 | -0.9113 | -0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7388 | -0.8538 | -0.8754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8879 | -0.8790 | -0.8935 | -0.8435 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8510 | -0.8492 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.76421 | 93.04 | -5.305 | -0.9401 | -0.1104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.277 | 0.03057 | 1.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03006 | 0.7581 | 0.8590 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.088 | 1.094 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.76421</span> | 93.04 | 0.004968 | 0.2809 | 0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.277 | 0.03057 | 1.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03006 | 0.7581 | 0.8590 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.088 | 1.094 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 54.34 | 2.256 | 0.1715 | 0.2224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1653 | -54.87 | -14.72 | 3.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.777 | 1.023 | 8.651 | -10.90 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.887 | -9.594 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 489.76286 | 0.9913 | -1.005 | -0.9114 | -0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7220 | -0.8492 | -0.8764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8873 | -0.8793 | -0.8962 | -0.8402 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8483 | -0.8462 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 489.76286 | 92.19 | -5.305 | -0.9401 | -0.1104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.287 | 0.03063 | 1.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03006 | 0.7579 | 0.8566 | 1.247 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.091 | 1.097 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 489.76286</span> | 92.19 | 0.004965 | 0.2809 | 0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.287 | 0.03063 | 1.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03006 | 0.7579 | 0.8566 | 1.247 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.091 | 1.097 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -73.18 | 2.145 | -0.1190 | 0.1261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1580 | -53.08 | -15.27 | 4.015 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.639 | 1.110 | 7.813 | -10.65 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.743 | -9.338 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 488.61493 | 1.000 | -1.006 | -0.9114 | -0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.7053 | -0.8446 | -0.8776 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8867 | -0.8796 | -0.8989 | -0.8368 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8455 | -0.8433 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.61493 | 93.04 | -5.306 | -0.9401 | -0.1105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.297 | 0.03070 | 1.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03007 | 0.7577 | 0.8543 | 1.252 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.094 | 1.100 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.61493</span> | 93.04 | 0.004961 | 0.2809 | 0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.297 | 0.03070 | 1.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03007 | 0.7577 | 0.8543 | 1.252 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.094 | 1.100 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 54.41 | 2.230 | 0.1889 | 0.2376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1637 | -52.01 | -13.54 | 3.223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.937 | 0.8847 | 10.07 | -10.59 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.650 | -9.282 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 487.61806 | 0.9919 | -1.007 | -0.9114 | -0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6884 | -0.8402 | -0.8788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8861 | -0.8798 | -0.9022 | -0.8333 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8427 | -0.8402 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.61806 | 92.24 | -5.307 | -0.9401 | -0.1105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.308 | 0.03077 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03008 | 0.7575 | 0.8514 | 1.256 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.097 | 1.103 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.61806</span> | 92.24 | 0.004958 | 0.2809 | 0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.308 | 0.03077 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03008 | 0.7575 | 0.8514 | 1.256 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.097 | 1.103 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -64.97 | 2.116 | -0.09941 | 0.1372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1475 | -50.35 | -14.02 | 3.916 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.790 | 0.8979 | 9.163 | -10.32 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.505 | -9.022 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 486.55968 | 1.001 | -1.008 | -0.9114 | -0.8950 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6717 | -0.8358 | -0.8800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8854 | -0.8801 | -0.9058 | -0.8297 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8398 | -0.8372 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 486.55968 | 93.05 | -5.308 | -0.9401 | -0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.318 | 0.03084 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03009 | 0.7573 | 0.8482 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.100 | 1.107 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 486.55968</span> | 93.05 | 0.004954 | 0.2809 | 0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.318 | 0.03084 | 1.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03009 | 0.7573 | 0.8482 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.100 | 1.107 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 55.08 | 2.188 | 0.1916 | 0.2341 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1660 | -48.95 | -12.27 | 3.347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.726 | 0.9589 | 6.446 | -10.30 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.390 | -8.950 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 485.60262 | 0.9920 | -1.008 | -0.9115 | -0.8951 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6547 | -0.8316 | -0.8813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8847 | -0.8804 | -0.9083 | -0.8260 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8367 | -0.8340 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.60262 | 92.26 | -5.308 | -0.9402 | -0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.328 | 0.03090 | 1.192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03010 | 0.7571 | 0.8460 | 1.265 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.104 | 1.110 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.60262</span> | 92.26 | 0.004950 | 0.2809 | 0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.328 | 0.03090 | 1.192 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03010 | 0.7571 | 0.8460 | 1.265 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.104 | 1.110 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -62.47 | 2.078 | -0.09882 | 0.1294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1587 | -47.42 | -12.81 | 3.926 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.683 | 0.9415 | 5.611 | -10.02 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.237 | -8.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 484.58535 | 1.000 | -1.009 | -0.9115 | -0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6375 | -0.8274 | -0.8829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8840 | -0.8807 | -0.9099 | -0.8222 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8336 | -0.8307 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.58535 | 93.02 | -5.309 | -0.9402 | -0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.338 | 0.03096 | 1.191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03011 | 0.7568 | 0.8446 | 1.269 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.107 | 1.114 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.58535</span> | 93.02 | 0.004946 | 0.2809 | 0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.338 | 0.03096 | 1.191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03011 | 0.7568 | 0.8446 | 1.269 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.107 | 1.114 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 50.15 | 2.155 | 0.1960 | 0.2225 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1509 | -46.14 | -11.19 | 3.405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.652 | 1.035 | 7.536 | -9.951 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.121 | -8.609 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 483.66860 | 0.9923 | -1.010 | -0.9115 | -0.8952 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6203 | -0.8235 | -0.8844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8833 | -0.8810 | -0.9123 | -0.8182 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8303 | -0.8273 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.6686 | 92.29 | -5.310 | -0.9402 | -0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.348 | 0.03102 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03012 | 0.7565 | 0.8425 | 1.274 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.110 | 1.117 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.6686</span> | 92.29 | 0.004942 | 0.2809 | 0.8951 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.348 | 0.03102 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03012 | 0.7565 | 0.8425 | 1.274 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.110 | 1.117 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -57.62 | 2.059 | -0.07549 | 0.1395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1501 | -44.74 | -11.66 | 3.913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.664 | 0.8845 | 6.781 | -9.703 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.961 | -8.325 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 482.71012 | 1.000 | -1.011 | -0.9115 | -0.8953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.6032 | -0.8198 | -0.8861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8825 | -0.8814 | -0.9153 | -0.8141 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8270 | -0.8239 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.71012 | 93.02 | -5.311 | -0.9402 | -0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.359 | 0.03108 | 1.189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03014 | 0.7563 | 0.8399 | 1.279 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.114 | 1.121 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.71012</span> | 93.02 | 0.004937 | 0.2809 | 0.8950 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.359 | 0.03108 | 1.189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03014 | 0.7563 | 0.8399 | 1.279 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.114 | 1.121 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 48.98 | 2.122 | 0.2043 | 0.2315 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1449 | -43.47 | -10.15 | 3.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.703 | 0.9582 | 7.160 | -9.600 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.838 | -8.245 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 481.83107 | 0.9926 | -1.012 | -0.9116 | -0.8954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.5860 | -0.8164 | -0.8879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8817 | -0.8818 | -0.9184 | -0.8098 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8235 | -0.8203 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.83107 | 92.31 | -5.312 | -0.9403 | -0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.369 | 0.03113 | 1.188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03015 | 0.7560 | 0.8372 | 1.284 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.118 | 1.125 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.83107</span> | 92.31 | 0.004932 | 0.2808 | 0.8949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.369 | 0.03113 | 1.188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03015 | 0.7560 | 0.8372 | 1.284 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.118 | 1.125 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -54.27 | 2.027 | -0.06740 | 0.1414 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1465 | -41.84 | -10.48 | 3.798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.730 | 0.8044 | 6.401 | -9.335 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.662 | -7.960 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 480.92878 | 1.000 | -1.013 | -0.9117 | -0.8955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.5689 | -0.8133 | -0.8899 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8807 | -0.8821 | -0.9215 | -0.8053 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8199 | -0.8166 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.92878 | 93.01 | -5.313 | -0.9403 | -0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.379 | 0.03117 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03016 | 0.7557 | 0.8345 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.122 | 1.129 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.92878</span> | 93.01 | 0.004927 | 0.2808 | 0.8948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.379 | 0.03117 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03016 | 0.7557 | 0.8345 | 1.290 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.122 | 1.129 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 47.18 | 2.077 | 0.1996 | 0.2200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1318 | -41.07 | -9.197 | 3.259 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.748 | 0.9101 | 6.743 | -9.229 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.511 | -7.855 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 480.07574 | 0.9930 | -1.014 | -0.9117 | -0.8956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8455 | -0.5517 | -0.8106 | -0.8919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8795 | -0.8825 | -0.9247 | -0.8007 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8161 | -0.8129 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.07574 | 92.35 | -5.314 | -0.9404 | -0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.390 | 0.03121 | 1.186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03018 | 0.7555 | 0.8317 | 1.295 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.126 | 1.133 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.07574</span> | 92.35 | 0.004921 | 0.2808 | 0.8947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.973 | 1.390 | 0.03121 | 1.186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03018 | 0.7555 | 0.8317 | 1.295 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.126 | 1.133 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -48.22 | 1.995 | -0.04658 | 0.1415 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1316 | -39.56 | -9.522 | 3.639 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.878 | 0.6154 | 4.556 | -8.937 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.320 | -7.563 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 479.25211 | 1.000 | -1.015 | -0.9118 | -0.8957 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.5343 | -0.8082 | -0.8940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8781 | -0.8826 | -0.9261 | -0.7958 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8122 | -0.8090 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.25211 | 93.02 | -5.315 | -0.9405 | -0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.400 | 0.03125 | 1.184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03020 | 0.7553 | 0.8305 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.130 | 1.137 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.25211</span> | 93.02 | 0.004915 | 0.2808 | 0.8946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.400 | 0.03125 | 1.184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03020 | 0.7553 | 0.8305 | 1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.130 | 1.137 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 48.39 | 2.048 | 0.2189 | 0.2175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1393 | -38.80 | -8.286 | 3.169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.757 | 0.9021 | 6.456 | -8.802 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.165 | -7.452 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 478.42395 | 0.9935 | -1.017 | -0.9119 | -0.8959 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.5169 | -0.8064 | -0.8963 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8766 | -0.8829 | -0.9277 | -0.7908 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8081 | -0.8051 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.42395 | 92.40 | -5.317 | -0.9406 | -0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.411 | 0.03128 | 1.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03022 | 0.7552 | 0.8290 | 1.307 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.134 | 1.141 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.42395</span> | 92.40 | 0.004909 | 0.2808 | 0.8945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.411 | 0.03128 | 1.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03022 | 0.7552 | 0.8290 | 1.307 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.134 | 1.141 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -41.65 | 1.977 | -0.02866 | 0.1453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1180 | -37.67 | -8.677 | 3.579 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.774 | 0.6894 | 5.855 | -8.506 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.962 | -7.153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 477.65816 | 1.000 | -1.018 | -0.9120 | -0.8960 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4997 | -0.8051 | -0.8988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8750 | -0.8832 | -0.9313 | -0.7859 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8042 | -0.8013 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.65816 | 93.02 | -5.318 | -0.9406 | -0.1116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.421 | 0.03130 | 1.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03025 | 0.7549 | 0.8259 | 1.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.138 | 1.145 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.65816</span> | 93.02 | 0.004901 | 0.2808 | 0.8944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.421 | 0.03130 | 1.181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03025 | 0.7549 | 0.8259 | 1.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.138 | 1.145 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 47.50 | 2.013 | 0.2278 | 0.2145 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1415 | -36.68 | -7.460 | 3.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.807 | 0.8669 | 6.124 | -8.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.814 | -7.074 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 476.87668 | 0.9936 | -1.020 | -0.9121 | -0.8962 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4825 | -0.8047 | -0.9014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8732 | -0.8836 | -0.9351 | -0.7808 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8001 | -0.7975 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.87668 | 92.41 | -5.320 | -0.9408 | -0.1117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.431 | 0.03130 | 1.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03028 | 0.7546 | 0.8226 | 1.319 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.143 | 1.149 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.87668</span> | 92.41 | 0.004893 | 0.2807 | 0.8943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.431 | 0.03130 | 1.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03028 | 0.7546 | 0.8226 | 1.319 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.143 | 1.149 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -40.64 | 1.935 | -0.02164 | 0.1511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1127 | -35.59 | -7.858 | 3.450 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.805 | 0.6731 | 3.945 | -8.048 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.589 | -6.756 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 476.16299 | 1.000 | -1.022 | -0.9123 | -0.8963 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4651 | -0.8047 | -0.9041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8711 | -0.8840 | -0.9355 | -0.7757 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7959 | -0.7936 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.16299 | 93.01 | -5.322 | -0.9409 | -0.1119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.442 | 0.03130 | 1.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03031 | 0.7543 | 0.8222 | 1.326 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.147 | 1.153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.16299</span> | 93.01 | 0.004885 | 0.2807 | 0.8941 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.442 | 0.03130 | 1.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03031 | 0.7543 | 0.8222 | 1.326 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.147 | 1.153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 44.38 | 1.982 | 0.2331 | 0.2213 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1467 | -34.64 | -6.709 | 2.894 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.888 | 0.7760 | 4.358 | -7.901 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.419 | -6.620 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 475.47434 | 0.9938 | -1.024 | -0.9125 | -0.8966 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4477 | -0.8058 | -0.9069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8685 | -0.8844 | -0.9328 | -0.7706 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7919 | -0.7898 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.47434 | 92.43 | -5.324 | -0.9411 | -0.1122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.452 | 0.03129 | 1.177 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03035 | 0.7540 | 0.8246 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.151 | 1.157 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.47434</span> | 92.43 | 0.004875 | 0.2807 | 0.8939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.452 | 0.03129 | 1.177 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03035 | 0.7540 | 0.8246 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.151 | 1.157 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -38.01 | 1.932 | -0.02542 | 0.1483 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1147 | -33.71 | -7.114 | 3.216 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.879 | 0.6267 | 4.067 | -7.573 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.213 | -6.338 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 474.82575 | 0.9998 | -1.026 | -0.9126 | -0.8968 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4303 | -0.8075 | -0.9096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8656 | -0.8846 | -0.9310 | -0.7657 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7878 | -0.7862 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.82575 | 92.98 | -5.326 | -0.9413 | -0.1124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.462 | 0.03126 | 1.175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03039 | 0.7538 | 0.8261 | 1.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.156 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.82575</span> | 92.98 | 0.004864 | 0.2806 | 0.8937 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.462 | 0.03126 | 1.175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03039 | 0.7538 | 0.8261 | 1.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.156 | 1.161 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 40.83 | 1.980 | 0.2123 | 0.2125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1324 | -32.65 | -6.032 | 2.979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.922 | 0.7692 | 4.596 | -7.426 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.058 | -6.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 474.18202 | 0.9939 | -1.028 | -0.9128 | -0.8971 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.4131 | -0.8106 | -0.9130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8620 | -0.8851 | -0.9307 | -0.7608 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7838 | -0.7828 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.18202 | 92.44 | -5.328 | -0.9414 | -0.1127 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.473 | 0.03121 | 1.173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03044 | 0.7535 | 0.8264 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.160 | 1.165 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.18202</span> | 92.44 | 0.004852 | 0.2806 | 0.8935 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.473 | 0.03121 | 1.173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03044 | 0.7535 | 0.8264 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.160 | 1.165 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -37.33 | 1.920 | -0.03157 | 0.1462 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1145 | -31.92 | -6.433 | 3.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.919 | 0.6114 | 5.640 | -7.155 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -5.876 | -5.958 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 473.55376 | 0.9995 | -1.031 | -0.9130 | -0.8973 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8454 | -0.3971 | -0.8148 | -0.9162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8581 | -0.8855 | -0.9368 | -0.7563 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7800 | -0.7797 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.55376 | 92.95 | -5.331 | -0.9416 | -0.1129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.482 | 0.03115 | 1.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03050 | 0.7531 | 0.8211 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.164 | 1.168 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.55376</span> | 92.95 | 0.004838 | 0.2806 | 0.8932 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.974 | 1.482 | 0.03115 | 1.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03050 | 0.7531 | 0.8211 | 1.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.164 | 1.168 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 472.90182 | 0.9995 | -1.035 | -0.9132 | -0.8977 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8453 | -0.3799 | -0.8225 | -0.9204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8527 | -0.8861 | -0.9447 | -0.7510 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7757 | -0.7763 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.90182 | 92.96 | -5.335 | -0.9418 | -0.1133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.493 | 0.03104 | 1.168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03058 | 0.7527 | 0.8141 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.169 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.90182</span> | 92.96 | 0.004819 | 0.2805 | 0.8929 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.975 | 1.493 | 0.03104 | 1.168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03058 | 0.7527 | 0.8141 | 1.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.169 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 469.90339 | 0.9997 | -1.054 | -0.9142 | -0.8996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8452 | -0.2944 | -0.8611 | -0.9412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8255 | -0.8889 | -0.9843 | -0.7249 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7539 | -0.7597 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.90339 | 92.98 | -5.354 | -0.9427 | -0.1152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.300 | 1.544 | 0.03046 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03099 | 0.7505 | 0.7794 | 1.387 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.192 | 1.190 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.90339</span> | 92.98 | 0.004727 | 0.2803 | 0.8912 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.976 | 1.544 | 0.03046 | 1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03099 | 0.7505 | 0.7794 | 1.387 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.192 | 1.190 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 461.71523 | 1.001 | -1.134 | -0.9184 | -0.9072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8447 | 0.05742 | -1.020 | -1.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7136 | -0.9005 | -1.147 | -0.6175 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6642 | -0.6913 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 461.71523 | 93.05 | -5.434 | -0.9467 | -0.1228 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.301 | 1.755 | 0.02808 | 1.105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03267 | 0.7417 | 0.6368 | 1.518 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.288 | 1.263 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 461.71523</span> | 93.05 | 0.004366 | 0.2795 | 0.8844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.981 | 1.755 | 0.02808 | 1.105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03267 | 0.7417 | 0.6368 | 1.518 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.288 | 1.263 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.20 | 1.045 | 1.020 | 0.3495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7923 | -15.00 | -0.3969 | -1.315 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -3.031 | 0.2676 | -6.780 | -1.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.09081 | -1.463 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 459.94653 | 1.009 | -1.206 | -0.9768 | -0.9283 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8884 | 0.4547 | -1.238 | -0.9419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5030 | -0.9080 | -0.7892 | -0.6450 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7313 | -0.6959 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 459.94653 | 93.85 | -5.506 | -1.002 | -0.1439 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.257 | 1.993 | 0.02480 | 1.155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03583 | 0.7361 | 0.9504 | 1.484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.216 | 1.258 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 459.94653</span> | 93.85 | 0.004064 | 0.2686 | 0.8660 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.554 | 1.993 | 0.02480 | 1.155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03583 | 0.7361 | 0.9504 | 1.484 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.216 | 1.258 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 117.0 | 1.389 | -1.721 | -0.1200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.004314 | -5.763 | 2.093 | 3.426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.378 | 2.600 | 15.14 | -1.236 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -4.018 | -1.529 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 458.11528 | 1.003 | -1.307 | -0.9477 | -0.9422 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9430 | 0.6906 | -1.630 | -0.8850 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1864 | -1.043 | -0.8947 | -0.8359 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7822 | -0.7759 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 458.11528 | 93.30 | -5.607 | -0.9742 | -0.1578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.202 | 2.135 | 0.01893 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04058 | 0.6334 | 0.8579 | 1.253 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.162 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 458.11528</span> | 93.30 | 0.003671 | 0.2740 | 0.8540 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.046 | 2.135 | 0.01893 | 1.190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04058 | 0.6334 | 0.8579 | 1.253 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.162 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.502 | 0.8367 | -0.1865 | -0.1361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6555 | -2.945 | 1.425 | 8.523 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6882 | -2.700 | 7.982 | -9.961 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.514 | -5.474 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 454.42202 | 1.008 | -1.411 | -0.9501 | -0.9563 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9900 | 0.8215 | -2.099 | -1.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1520 | -1.049 | -0.9274 | -0.7533 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7158 | -0.7241 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 454.42202 | 93.74 | -5.711 | -0.9765 | -0.1719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.155 | 2.214 | 0.01188 | 1.102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04565 | 0.6287 | 0.8293 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.233 | 1.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 454.42202</span> | 93.74 | 0.003311 | 0.2736 | 0.8421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.631 | 2.214 | 0.01188 | 1.102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.04565 | 0.6287 | 0.8293 | 1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.233 | 1.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 451.48622 | 1.000 | -1.659 | -0.9551 | -0.9914 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.111 | 1.029 | -2.892 | -1.353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9897 | -1.076 | -0.9627 | -0.6147 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5957 | -0.6379 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 451.48622 | 93.01 | -5.959 | -0.9812 | -0.2070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.035 | 2.338 | 5.960e-07 | 0.9088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.05822 | 0.6083 | 0.7984 | 1.521 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.361 | 1.320 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 451.48622</span> | 93.01 | 0.002583 | 0.2727 | 0.8130 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 7.651 | 2.338 | 5.960e-07 | 0.9088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.05822 | 0.6083 | 0.7984 | 1.521 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.361 | 1.320 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -68.34 | 0.03355 | 0.09905 | -1.306 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -5.058 | -1.204 | -0.09883 | -1.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.726 | -4.145 | 7.646 | -0.5743 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.003 | 2.613 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 453.25472 | 1.003 | -2.027 | -1.069 | -0.8933 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6960 | 1.084 | -2.892 | -1.695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.689 | -0.4882 | -1.206 | -0.2814 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7545 | -0.8496 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 453.25472 | 93.31 | -6.327 | -1.089 | -0.1089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.449 | 2.371 | 5.960e-07 | 0.7037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08370 | 1.055 | 0.5857 | 1.926 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.191 | 1.093 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 453.25472</span> | 93.31 | 0.001787 | 0.2519 | 0.8968 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 11.58 | 2.371 | 5.960e-07 | 0.7037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08370 | 1.055 | 0.5857 | 1.926 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.191 | 1.093 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 449.59369 | 1.000 | -1.818 | -1.010 | -0.9508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9364 | 1.052 | -2.892 | -1.498 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.730 | -0.8175 | -1.073 | -0.4671 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6691 | -0.7270 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 449.59369 | 93.04 | -6.118 | -1.033 | -0.1664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.352 | 5.960e-07 | 0.8216 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8048 | 0.7021 | 1.700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.282 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 449.59369</span> | 93.04 | 0.002202 | 0.2625 | 0.8467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.106 | 2.352 | 5.960e-07 | 0.8216 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8048 | 0.7021 | 1.700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.282 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -128.1 | 0.1096 | -3.510 | -0.1773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1823 | -1.358 | -0.002263 | 1.313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.294 | 5.530 | 5.100 | 4.831 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.292 | -3.851 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 472.13387 | 1.020 | -1.985 | -0.7592 | -0.7822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2976 | 1.062 | -2.892 | -1.866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.141 | -0.7519 | -1.136 | -0.6405 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7706 | -0.2153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.13387 | 94.83 | -6.285 | -0.7970 | 0.002176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.848 | 2.358 | 5.960e-07 | 0.6009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09049 | 0.8547 | 0.6467 | 1.490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.174 | 1.773 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.13387</span> | 94.83 | 0.001864 | 0.3107 | 1.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 17.25 | 2.358 | 5.960e-07 | 0.6009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09049 | 0.8547 | 0.6467 | 1.490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.174 | 1.773 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 454.13083 | 1.030 | -1.841 | -0.9756 | -0.9280 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8501 | 1.054 | -2.892 | -1.548 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.921 | -0.8098 | -1.082 | -0.4916 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6825 | -0.6571 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 454.13083 | 95.82 | -6.141 | -1.000 | -0.1436 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.295 | 2.353 | 5.960e-07 | 0.7917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07219 | 0.8106 | 0.6936 | 1.671 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.268 | 1.299 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 454.13083</span> | 95.82 | 0.002153 | 0.2688 | 0.8663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.927 | 2.353 | 5.960e-07 | 0.7917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07219 | 0.8106 | 0.6936 | 1.671 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.268 | 1.299 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 454.81886 | 1.032 | -1.823 | -1.002 | -0.9459 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9179 | 1.053 | -2.892 | -1.509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.771 | -0.8169 | -1.076 | -0.4733 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6717 | -0.7113 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 454.81886 | 95.94 | -6.123 | -1.025 | -0.1614 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.227 | 2.352 | 5.960e-07 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06994 | 0.8052 | 0.6994 | 1.693 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.280 | 1.241 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 454.81886</span> | 95.94 | 0.002192 | 0.2640 | 0.8509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.277 | 2.352 | 5.960e-07 | 0.8150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06994 | 0.8052 | 0.6994 | 1.693 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.280 | 1.241 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 449.57011 | 1.014 | -1.818 | -1.010 | -0.9508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9364 | 1.053 | -2.892 | -1.499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.730 | -0.8181 | -1.073 | -0.4676 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6690 | -0.7267 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 449.57011 | 94.27 | -6.118 | -1.033 | -0.1664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.352 | 5.995e-07 | 0.8215 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8044 | 0.7016 | 1.700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.283 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 449.57011</span> | 94.27 | 0.002202 | 0.2626 | 0.8467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.106 | 2.352 | 5.995e-07 | 0.8215 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8044 | 0.7016 | 1.700 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.283 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 126.9 | 0.1582 | -2.201 | 0.05331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4695 | -0.6265 | 0.01503 | 0.4241 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.337 | 5.854 | 6.688 | 4.536 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.410 | -4.016 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 449.14922 | 1.007 | -1.818 | -1.010 | -0.9508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9364 | 1.053 | -2.892 | -1.499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.730 | -0.8183 | -1.074 | -0.4678 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6689 | -0.7265 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 449.14922 | 93.66 | -6.118 | -1.033 | -0.1664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.352 | 5.960e-07 | 0.8215 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8042 | 0.7014 | 1.699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.283 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 449.14922</span> | 93.66 | 0.002202 | 0.2626 | 0.8467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.106 | 2.352 | 5.960e-07 | 0.8215 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06933 | 0.8042 | 0.7014 | 1.699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.283 | 1.225 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.4066 | 0.1367 | -2.828 | -0.06013 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1445 | -0.8286 | 0.01677 | 0.9213 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.224 | 4.943 | 4.017 | 5.223 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.311 | -3.922 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 449.08136 | 1.007 | -1.818 | -1.008 | -0.9507 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9365 | 1.053 | -2.892 | -1.499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.731 | -0.8217 | -1.076 | -0.4714 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6680 | -0.7238 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 449.08136 | 93.68 | -6.118 | -1.031 | -0.1663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.353 | 5.960e-07 | 0.8212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06934 | 0.8016 | 0.6990 | 1.695 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.284 | 1.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 449.08136</span> | 93.68 | 0.002202 | 0.2629 | 0.8468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.105 | 2.353 | 5.960e-07 | 0.8212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06934 | 0.8016 | 0.6990 | 1.695 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.284 | 1.228 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 448.89872 | 1.008 | -1.819 | -1.002 | -0.9506 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9368 | 1.055 | -2.892 | -1.501 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.734 | -0.8317 | -1.084 | -0.4820 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6654 | -0.7159 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 448.89872 | 93.76 | -6.119 | -1.025 | -0.1662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.354 | 5.960e-07 | 0.8200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06938 | 0.7940 | 0.6918 | 1.682 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.286 | 1.237 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 448.89872</span> | 93.76 | 0.002202 | 0.2640 | 0.8469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.102 | 2.354 | 5.960e-07 | 0.8200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06938 | 0.7940 | 0.6918 | 1.682 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.286 | 1.237 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 448.46351 | 1.011 | -1.820 | -0.9792 | -0.9501 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9380 | 1.062 | -2.892 | -1.509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.744 | -0.8718 | -1.117 | -0.5244 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6547 | -0.6840 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 448.46351 | 94.07 | -6.120 | -1.004 | -0.1657 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.207 | 2.358 | 5.960e-07 | 0.8155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06953 | 0.7635 | 0.6633 | 1.631 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.298 | 1.271 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 448.46351</span> | 94.07 | 0.002199 | 0.2682 | 0.8473 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.092 | 2.358 | 5.960e-07 | 0.8155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06953 | 0.7635 | 0.6633 | 1.631 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.298 | 1.271 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 75.37 | 0.2597 | -0.1569 | 0.03608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3501 | -0.3601 | -0.01324 | 0.5025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.327 | 4.308 | 0.9122 | 2.456 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5631 | -1.887 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 448.12149 | 1.008 | -1.833 | -0.9950 | -0.9378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8937 | 1.062 | -2.892 | -1.543 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.827 | -0.8899 | -1.115 | -0.5324 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6574 | -0.6703 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 448.12149 | 93.73 | -6.133 | -1.019 | -0.1534 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.252 | 2.358 | 5.960e-07 | 0.7948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07077 | 0.7498 | 0.6653 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.295 | 1.285 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 448.12149</span> | 93.73 | 0.002169 | 0.2653 | 0.8578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.504 | 2.358 | 5.960e-07 | 0.7948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07077 | 0.7498 | 0.6653 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.295 | 1.285 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 13.78 | 0.2222 | -1.381 | 0.2569 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.259 | -0.5740 | -0.02850 | 0.1620 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.241 | 3.503 | 0.9893 | 2.205 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7124 | -1.054 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 447.94443 | 1.007 | -1.844 | -0.9902 | -0.9390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9059 | 1.062 | -2.881 | -1.561 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.911 | -0.9357 | -1.119 | -0.5167 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6474 | -0.7008 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.94443 | 93.62 | -6.144 | -1.014 | -0.1546 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.239 | 2.358 | 0.0001615 | 0.7838 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07204 | 0.7150 | 0.6617 | 1.640 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.306 | 1.253 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.94443</span> | 93.62 | 0.002146 | 0.2662 | 0.8567 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.388 | 2.358 | 0.0001615 | 0.7838 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07204 | 0.7150 | 0.6617 | 1.640 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.306 | 1.253 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.879 | 0.2071 | -1.215 | 0.2527 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8228 | -0.5096 | -0.06036 | 0.4983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.183 | 1.766 | 2.266 | 2.617 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3179 | -2.389 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 447.77390 | 1.007 | -1.858 | -1.003 | -0.9470 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9285 | 1.056 | -2.855 | -1.583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.006 | -0.9406 | -1.128 | -0.5198 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6539 | -0.6964 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.7739 | 93.69 | -6.158 | -1.026 | -0.1626 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.217 | 2.354 | 0.0005494 | 0.7710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07347 | 0.7113 | 0.6533 | 1.636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.299 | 1.257 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.7739</span> | 93.69 | 0.002117 | 0.2639 | 0.8500 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.179 | 2.354 | 0.0005494 | 0.7710 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07347 | 0.7113 | 0.6533 | 1.636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.299 | 1.257 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 447.56301 | 1.006 | -1.897 | -1.041 | -0.9708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9958 | 1.039 | -2.777 | -1.647 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.291 | -0.9540 | -1.156 | -0.5273 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6737 | -0.6848 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.56301 | 93.51 | -6.197 | -1.061 | -0.1864 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.150 | 2.344 | 0.001717 | 0.7326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07774 | 0.7011 | 0.6293 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.278 | 1.270 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.56301</span> | 93.51 | 0.002035 | 0.2570 | 0.8300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.581 | 2.344 | 0.001717 | 0.7326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07774 | 0.7011 | 0.6293 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.278 | 1.270 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -30.60 | 0.2182 | -4.075 | -0.4855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.237 | -0.6626 | -0.1062 | 0.6612 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6049 | 1.074 | 1.318 | 2.279 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -1.614 | -1.745 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 447.16930 | 1.007 | -1.971 | -0.9627 | -0.9652 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9709 | 1.044 | -2.781 | -1.732 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.691 | -0.9472 | -1.156 | -0.5162 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6828 | -0.6632 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.1693 | 93.67 | -6.271 | -0.9883 | -0.1807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.174 | 2.347 | 0.001652 | 0.6812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08374 | 0.7063 | 0.6288 | 1.641 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.268 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.1693</span> | 93.67 | 0.001890 | 0.2713 | 0.8346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.798 | 2.347 | 0.001652 | 0.6812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08374 | 0.7063 | 0.6288 | 1.641 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.268 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.693 | 0.1048 | 0.8560 | -0.3278 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6115 | -0.5188 | -0.09596 | 0.9789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.02585 | 1.094 | 1.548 | 2.318 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -2.079 | -0.9259 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 447.68852 | 1.013 | -2.042 | -1.008 | -0.9421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9288 | 1.034 | -2.709 | -1.852 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.037 | -0.9368 | -1.153 | -0.6162 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5399 | -0.6984 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.68852 | 94.21 | -6.342 | -1.031 | -0.1577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.217 | 2.341 | 0.002735 | 0.6094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08893 | 0.7142 | 0.6313 | 1.519 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.420 | 1.255 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.68852</span> | 94.21 | 0.001761 | 0.2629 | 0.8541 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.176 | 2.341 | 0.002735 | 0.6094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08893 | 0.7142 | 0.6313 | 1.519 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.420 | 1.255 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 447.15405 | 1.011 | -1.991 | -0.9760 | -0.9584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9586 | 1.042 | -2.761 | -1.767 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.789 | -0.9450 | -1.157 | -0.5460 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6410 | -0.6726 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.15405 | 94.04 | -6.291 | -1.001 | -0.1740 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.187 | 2.346 | 0.001959 | 0.6605 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08521 | 0.7080 | 0.6287 | 1.605 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.312 | 1.283 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.15405</span> | 94.04 | 0.001852 | 0.2688 | 0.8403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.906 | 2.346 | 0.001959 | 0.6605 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08521 | 0.7080 | 0.6287 | 1.605 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.312 | 1.283 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 53.59 | 0.07914 | 0.2662 | -0.1234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1097 | -0.6518 | -0.06086 | 0.6193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05679 | 1.445 | 0.6511 | 1.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1794 | -1.326 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 447.09915 | 1.005 | -2.002 | -0.9768 | -0.9545 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9567 | 1.042 | -2.752 | -1.789 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.838 | -0.9392 | -1.155 | -0.5617 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6261 | -0.6787 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.09915 | 93.47 | -6.302 | -1.002 | -0.1701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.189 | 2.346 | 0.002096 | 0.6471 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08594 | 0.7123 | 0.6298 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.328 | 1.276 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.09915</span> | 93.47 | 0.001833 | 0.2686 | 0.8436 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 8.923 | 2.346 | 0.002096 | 0.6471 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08594 | 0.7123 | 0.6298 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.328 | 1.276 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -33.97 | 0.05091 | -0.1219 | -0.09607 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3249 | -0.8735 | -0.1278 | 0.5888 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06635 | 1.636 | -1.923 | 0.5172 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.5270 | -1.419 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 447.01951 | 1.007 | -2.009 | -0.9874 | -0.9450 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9329 | 1.053 | -2.780 | -1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.841 | -0.9693 | -1.155 | -0.5556 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6514 | -0.6721 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.01951 | 93.64 | -6.309 | -1.012 | -0.1606 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.212 | 2.352 | 0.001680 | 0.6361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08598 | 0.6895 | 0.6300 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.301 | 1.283 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.01951</span> | 93.64 | 0.001820 | 0.2667 | 0.8517 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.138 | 2.352 | 0.001680 | 0.6361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08598 | 0.6895 | 0.6300 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.301 | 1.283 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -6.500 | 0.04518 | -0.6412 | 0.1616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3106 | -0.6054 | -0.07873 | -0.1077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1002 | 0.2460 | 1.553 | 0.4490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8245 | -1.132 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 447.04861 | 1.009 | -2.019 | -0.9927 | -0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9252 | 1.054 | -2.796 | -1.779 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.878 | -0.9737 | -1.157 | -0.5487 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6291 | -0.6521 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.04861 | 93.85 | -6.319 | -1.017 | -0.1632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.220 | 2.353 | 0.001429 | 0.6532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08654 | 0.6862 | 0.6280 | 1.601 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.325 | 1.305 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.04861</span> | 93.85 | 0.001802 | 0.2657 | 0.8494 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.209 | 2.353 | 0.001429 | 0.6532 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08654 | 0.6862 | 0.6280 | 1.601 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.325 | 1.305 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 447.01937 | 1.009 | -2.012 | -0.9891 | -0.9459 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9304 | 1.053 | -2.785 | -1.798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.853 | -0.9708 | -1.156 | -0.5534 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6439 | -0.6653 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.01937 | 93.80 | -6.312 | -1.013 | -0.1615 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.215 | 2.353 | 0.001597 | 0.6418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08617 | 0.6884 | 0.6292 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.309 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.01937</span> | 93.80 | 0.001814 | 0.2664 | 0.8509 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.161 | 2.353 | 0.001597 | 0.6418 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08617 | 0.6884 | 0.6292 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.309 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.62 | 0.04451 | -0.6370 | 0.1658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4720 | -0.4967 | -0.06076 | 0.2478 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.07878 | 0.2929 | 0.7908 | 0.7364 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2169 | -0.8458 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 447.00331 | 1.007 | -2.016 | -0.9874 | -0.9487 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9321 | 1.057 | -2.790 | -1.800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.856 | -0.9696 | -1.156 | -0.5575 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6423 | -0.6633 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 447.00331 | 93.68 | -6.316 | -1.012 | -0.1643 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.213 | 2.355 | 0.001526 | 0.6406 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08622 | 0.6893 | 0.6295 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 447.00331</span> | 93.68 | 0.001807 | 0.2667 | 0.8485 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.146 | 2.355 | 0.001526 | 0.6406 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08622 | 0.6893 | 0.6295 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.749 | 0.03581 | -0.6032 | 0.06997 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3775 | -0.4012 | -0.08782 | 0.2553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.001918 | 0.1783 | 1.513 | 0.3567 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3333 | -0.7379 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 446.99944 | 1.008 | -2.018 | -0.9851 | -0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9359 | 1.058 | -2.787 | -1.806 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.859 | -0.9671 | -1.156 | -0.5614 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6427 | -0.6650 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 446.99944 | 93.70 | -6.318 | -1.009 | -0.1632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.355 | 0.001564 | 0.6369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08626 | 0.6911 | 0.6291 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 446.99944</span> | 93.70 | 0.001804 | 0.2671 | 0.8494 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.111 | 2.355 | 0.001564 | 0.6369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08626 | 0.6911 | 0.6291 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.474 | 0.03546 | -0.4554 | 0.1057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2777 | -0.4692 | -0.06549 | 0.06429 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09650 | 0.2331 | 0.6150 | 0.1626 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3753 | -0.8072 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 446.99641 | 1.007 | -2.020 | -0.9846 | -0.9460 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9366 | 1.059 | -2.790 | -1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.868 | -0.9676 | -1.156 | -0.5621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6420 | -0.6633 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 446.99641 | 93.67 | -6.320 | -1.009 | -0.1616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.356 | 0.001530 | 0.6356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 446.99641</span> | 93.67 | 0.001800 | 0.2672 | 0.8508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.105 | 2.356 | 0.001530 | 0.6356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.070 | 0.03317 | -0.4443 | 0.1488 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2478 | -0.4968 | -0.07674 | 0.09423 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05318 | 0.2365 | 0.6058 | 0.5619 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3013 | -0.7224 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 446.99641 | 1.007 | -2.020 | -0.9846 | -0.9460 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9366 | 1.059 | -2.790 | -1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.868 | -0.9676 | -1.156 | -0.5621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6420 | -0.6633 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 446.99641 | 93.67 | -6.320 | -1.009 | -0.1616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.209 | 2.356 | 0.001530 | 0.6356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 446.99641</span> | 93.67 | 0.001800 | 0.2672 | 0.8508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 9.105 | 2.356 | 0.001530 | 0.6356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.08639 | 0.6908 | 0.6287 | 1.585 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.311 | 1.293 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_saem_obs_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"saem"</span>,</span> +<span class="r-in"> error_model <span class="op">=</span> <span class="st">"obs_tc"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> 1: 90.7519 -4.8586 -1.7674 -3.5599 -2.0059 0.5800 4.8899 1.4250 1.1400 2.6923 0.4845 0.4370 10.2815 0.0004 9.0437 0.4047</span> +<span class="r-out co"><span class="r-pr">#></span> 2: 9.0763e+01 -5.2004e+00 -1.9605e+00 -4.2009e+00 -1.8767e+00 2.0341e-01 4.6454e+00 1.3537e+00 1.0830e+00 2.7771e+00 4.6027e-01 5.1181e-01 6.3469e+00 4.0033e-04 6.8216e+00 9.0448e-05</span> +<span class="r-out co"><span class="r-pr">#></span> 3: 9.0656e+01 -5.4820e+00 -2.0937e+00 -4.0962e+00 -1.5381e+00 -1.7136e-02 4.4131e+00 1.2861e+00 1.0288e+00 3.5620e+00 4.3726e-01 6.1217e-01 4.8763e+00 4.1436e-05 5.4967e+00 1.0148e-05</span> +<span class="r-out co"><span class="r-pr">#></span> 4: 9.0543e+01 -5.7744e+00 -2.1074e+00 -4.0393e+00 -1.3603e+00 -2.3531e-01 5.0162e+00 1.2218e+00 1.0041e+00 3.3839e+00 4.1540e-01 5.8157e-01 4.1029e+00 2.1466e-04 4.2869e+00 1.9419e-06</span> +<span class="r-out co"><span class="r-pr">#></span> 5: 91.1621 -6.0534 -2.0430 -4.0508 -1.2523 -0.2043 6.1015 1.1715 1.1998 3.2147 0.3946 0.5525 3.5979 0.0187 3.8221 0.0271</span> +<span class="r-out co"><span class="r-pr">#></span> 6: 91.1179 -5.9892 -2.0082 -4.1363 -1.1428 -0.1930 5.7964 1.1960 1.2360 3.4525 0.3749 0.5293 3.3091 0.0209 3.6230 0.0284</span> +<span class="r-out co"><span class="r-pr">#></span> 7: 91.6680 -5.9609 -2.0492 -4.1163 -1.0919 -0.1505 5.6134 1.6750 1.3055 3.2799 0.3631 0.5028 3.2412 0.0254 3.5108 0.0371</span> +<span class="r-out co"><span class="r-pr">#></span> 8: 91.6903 -5.9346 -2.0630 -4.0790 -1.1130 -0.0963 5.3327 2.2525 1.3524 3.1159 0.3449 0.4777 2.6165 0.0445 2.8556 0.0576</span> +<span class="r-out co"><span class="r-pr">#></span> 9: 92.2564 -5.7600 -2.0460 -4.1144 -1.0635 -0.0594 5.9616 2.1399 1.2848 2.9601 0.3277 0.4538 2.3593 0.0295 2.5704 0.0491</span> +<span class="r-out co"><span class="r-pr">#></span> 10: 92.2425 -5.7990 -2.0052 -4.0409 -1.0387 -0.1141 6.9547 2.1239 1.2205 2.8121 0.3113 0.4311 2.3237 0.0323 2.4227 0.0421</span> +<span class="r-out co"><span class="r-pr">#></span> 11: 92.4404 -5.6829 -2.0866 -4.0010 -1.0214 -0.0587 6.6790 2.0177 1.1595 2.6715 0.2957 0.4096 1.9963 0.0407 2.2478 0.0501</span> +<span class="r-out co"><span class="r-pr">#></span> 12: 92.0713 -5.8051 -2.1699 -4.0539 -0.9807 0.0174 6.7885 2.1380 1.1811 2.6017 0.2810 0.3891 1.8480 0.0502 2.0516 0.0522</span> +<span class="r-out co"><span class="r-pr">#></span> 13: 91.7214 -5.6954 -2.1579 -4.0944 -0.9935 -0.0195 6.4491 2.0311 1.1221 2.4716 0.2669 0.3696 1.8299 0.0531 1.9271 0.0520</span> +<span class="r-out co"><span class="r-pr">#></span> 14: 91.1978 -5.6733 -2.1988 -4.0794 -0.9387 0.0091 6.1267 1.9295 1.1589 2.3480 0.2536 0.3511 1.6357 0.0470 1.8899 0.0639</span> +<span class="r-out co"><span class="r-pr">#></span> 15: 91.3746 -5.5864 -2.1484 -4.1356 -0.9126 0.0045 5.8203 1.8330 1.2078 2.3265 0.2409 0.3336 1.6218 0.0428 1.6558 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 16: 91.5646 -5.4931 -2.1474 -4.1242 -0.9148 0.0179 5.5293 1.7414 1.1474 2.2733 0.2288 0.3169 1.6467 0.0377 1.6977 0.0600</span> +<span class="r-out co"><span class="r-pr">#></span> 17: 91.4767 -5.5885 -2.1424 -4.1386 -0.9308 0.0602 5.2528 1.9428 1.2141 2.1762 0.2174 0.3343 1.4916 0.0424 1.4326 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 18: 90.9989 -5.6364 -2.1601 -4.1606 -0.9676 0.0694 4.9902 1.8457 1.2521 2.2899 0.2065 0.3279 1.4504 0.0471 1.4267 0.0700</span> +<span class="r-out co"><span class="r-pr">#></span> 19: 91.4050 -5.7347 -2.0985 -4.1476 -0.9656 0.0668 4.7407 2.3263 1.4064 2.2061 0.1962 0.3296 1.3679 0.0485 1.2735 0.0844</span> +<span class="r-out co"><span class="r-pr">#></span> 20: 91.2707 -5.7623 -2.1155 -4.1538 -0.9601 0.0425 4.5037 2.6509 1.3408 2.1958 0.1864 0.3576 1.3736 0.0452 1.3454 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 21: 91.6878 -5.8143 -2.1261 -4.1649 -0.9325 0.0333 4.7695 2.8996 1.3244 2.1300 0.1771 0.3509 1.4793 0.0508 1.0333 0.0839</span> +<span class="r-out co"><span class="r-pr">#></span> 22: 91.5363 -5.9047 -2.1358 -4.1655 -0.9207 0.0339 4.5310 3.4408 1.3022 2.1829 0.1682 0.3378 1.4260 0.0488 0.9436 0.0877</span> +<span class="r-out co"><span class="r-pr">#></span> 23: 91.9969 -5.9565 -2.1378 -4.1609 -0.9243 0.0701 4.3045 3.7239 1.3446 2.2424 0.1598 0.3209 1.4182 0.0412 0.9205 0.0873</span> +<span class="r-out co"><span class="r-pr">#></span> 24: 92.2835 -5.9272 -2.0883 -4.1651 -0.9248 0.0834 4.0892 3.7780 1.2773 2.2187 0.1518 0.3049 1.4749 0.0427 0.9837 0.0802</span> +<span class="r-out co"><span class="r-pr">#></span> 25: 92.3389 -6.1292 -2.1033 -4.2473 -0.9069 0.0593 3.8848 4.7059 1.2740 2.4323 0.1442 0.2896 1.3656 0.0493 0.9299 0.0798</span> +<span class="r-out co"><span class="r-pr">#></span> 26: 91.9840 -5.9821 -2.1124 -4.2150 -0.9100 0.1076 3.6905 4.4706 1.2103 2.4699 0.1458 0.2751 1.3200 0.0504 0.8256 0.0912</span> +<span class="r-out co"><span class="r-pr">#></span> 27: 92.4671 -5.8765 -2.0910 -4.2169 -0.9356 0.0483 3.5060 4.2471 1.2302 2.4791 0.1385 0.2614 1.4252 0.0520 0.8191 0.0836</span> +<span class="r-out co"><span class="r-pr">#></span> 28: 92.4130 -5.9480 -2.0870 -4.2191 -0.9338 0.0866 3.3859 4.1337 1.2210 2.4685 0.1412 0.2557 1.3860 0.0484 0.9189 0.0770</span> +<span class="r-out co"><span class="r-pr">#></span> 29: 92.3064 -5.7845 -2.0759 -4.2321 -0.9270 0.0855 4.2691 3.9271 1.3369 2.5457 0.1341 0.2922 1.3848 0.0513 0.9658 0.0785</span> +<span class="r-out co"><span class="r-pr">#></span> 30: 92.2109 -5.9347 -2.0725 -4.2042 -0.9074 0.0481 5.5659 3.9234 1.2701 2.4184 0.1370 0.2776 1.2925 0.0560 0.9058 0.0806</span> +<span class="r-out co"><span class="r-pr">#></span> 31: 91.8912 -5.7466 -2.0912 -4.1504 -0.9087 0.0443 5.2876 3.7272 1.2690 2.2975 0.1301 0.2637 1.3348 0.0517 0.8672 0.0840</span> +<span class="r-out co"><span class="r-pr">#></span> 32: 92.3866 -5.8560 -2.0979 -4.1547 -0.9044 0.0335 5.0232 3.5408 1.2761 2.3185 0.1307 0.2505 1.3558 0.0487 0.9422 0.0791</span> +<span class="r-out co"><span class="r-pr">#></span> 33: 92.4555 -5.6989 -2.0956 -4.1479 -0.9038 0.0447 4.7720 3.3638 1.3253 2.2962 0.1242 0.2380 1.4321 0.0432 0.8961 0.0799</span> +<span class="r-out co"><span class="r-pr">#></span> 34: 92.6307 -5.8831 -2.0769 -4.1319 -0.8946 0.0430 4.5334 3.7151 1.2785 2.2638 0.1201 0.2261 1.4076 0.0457 0.8269 0.0813</span> +<span class="r-out co"><span class="r-pr">#></span> 35: 92.5659 -5.9100 -2.0748 -4.1482 -0.9079 0.0563 4.6634 3.7452 1.3141 2.3378 0.1168 0.2148 1.3571 0.0451 0.8317 0.0831</span> +<span class="r-out co"><span class="r-pr">#></span> 36: 92.5738 -5.8574 -2.0981 -4.1214 -0.8963 0.0302 5.3272 3.7371 1.3359 2.2776 0.1331 0.2041 1.3308 0.0480 0.8953 0.0791</span> +<span class="r-out co"><span class="r-pr">#></span> 37: 92.1615 -5.7137 -2.0922 -4.1178 -0.9035 0.0455 5.4894 3.5503 1.2691 2.2508 0.1473 0.1939 1.3692 0.0495 0.9358 0.0800</span> +<span class="r-out co"><span class="r-pr">#></span> 38: 92.4421 -5.6978 -2.0905 -4.1275 -0.9052 0.0108 5.4295 3.3728 1.2057 2.2119 0.1432 0.1842 1.3421 0.0549 0.8932 0.0781</span> +<span class="r-out co"><span class="r-pr">#></span> 39: 92.3995 -5.6121 -2.0804 -4.1275 -0.8903 0.0270 5.1580 3.2041 1.1454 2.2119 0.1360 0.1978 1.3353 0.0524 0.9062 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 40: 92.5616 -5.7907 -2.1099 -4.1127 -0.9074 0.0501 4.9001 3.0439 1.1582 2.1723 0.1387 0.1879 1.2981 0.0510 0.9517 0.0797</span> +<span class="r-out co"><span class="r-pr">#></span> 41: 92.2655 -5.6532 -2.0631 -4.1437 -0.9128 0.0346 4.6551 2.8917 1.1202 2.1498 0.1403 0.1785 1.4500 0.0461 0.7394 0.0903</span> +<span class="r-out co"><span class="r-pr">#></span> 42: 92.3218 -5.4916 -2.1072 -4.1312 -0.9310 0.0360 4.4224 2.7471 1.1648 2.1428 0.1332 0.1695 1.4034 0.0508 0.8131 0.0854</span> +<span class="r-out co"><span class="r-pr">#></span> 43: 92.6165 -5.5145 -2.0838 -4.1239 -0.9215 0.0347 4.2012 2.6098 1.1892 2.1202 0.1463 0.1611 1.3416 0.0507 0.8213 0.0847</span> +<span class="r-out co"><span class="r-pr">#></span> 44: 92.5385 -5.5590 -2.0872 -4.1376 -0.9210 0.0672 3.9912 2.4793 1.1416 2.2253 0.1450 0.1530 1.4008 0.0352 0.8639 0.0847</span> +<span class="r-out co"><span class="r-pr">#></span> 45: 92.2152 -5.6170 -2.1014 -4.1657 -0.9331 0.0781 3.7916 2.4382 1.1250 2.2378 0.1516 0.1556 1.4612 0.0329 1.0091 0.0820</span> +<span class="r-out co"><span class="r-pr">#></span> 46: 91.8943 -5.6650 -2.1329 -4.1649 -0.9241 0.1060 3.6020 2.6448 1.0705 2.3112 0.1441 0.1549 1.5047 0.0384 1.0179 0.0805</span> +<span class="r-out co"><span class="r-pr">#></span> 47: 91.8153 -5.5910 -2.1514 -4.1919 -0.9169 0.0885 3.4219 2.5125 1.0386 2.3140 0.1506 0.1620 1.4759 0.0375 1.1021 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 48: 91.6295 -5.5438 -2.1516 -4.1570 -0.8742 0.0851 3.2508 2.3869 1.0816 2.1983 0.1630 0.1786 1.4024 0.0405 1.1135 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 49: 91.4363 -5.5847 -2.1732 -4.1794 -0.8634 0.0948 3.0883 2.4829 1.0865 2.2378 0.1549 0.1697 1.4314 0.0434 1.0529 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 50: 91.3634 -5.5794 -2.1613 -4.1507 -0.8849 0.0862 2.9339 2.6404 1.0829 2.2519 0.1493 0.1612 1.3704 0.0446 1.0081 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 51: 91.2150 -5.5503 -2.1675 -4.1432 -0.8749 0.1178 2.7872 2.7368 1.0605 2.2261 0.1418 0.1532 1.4312 0.0418 1.0380 0.0781</span> +<span class="r-out co"><span class="r-pr">#></span> 52: 91.4343 -5.6336 -2.2138 -4.1552 -0.8867 0.1391 2.6677 2.7022 1.0857 2.2588 0.1493 0.1455 1.3220 0.0469 0.9272 0.0761</span> +<span class="r-out co"><span class="r-pr">#></span> 53: 91.3310 -5.5185 -2.2340 -4.1430 -0.8855 0.1545 2.9130 2.5670 1.0720 2.3074 0.1532 0.1385 1.3224 0.0503 0.9688 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 54: 91.4342 -5.5008 -2.2086 -4.1777 -0.8720 0.1688 2.8202 2.4387 1.0624 2.4253 0.1631 0.1315 1.3186 0.0429 0.9425 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 55: 91.4983 -5.5944 -2.1709 -4.1211 -0.8638 0.1168 3.4789 2.5154 1.0549 2.3041 0.1557 0.1279 1.3800 0.0423 0.9620 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 56: 91.5954 -5.5317 -2.1881 -4.1263 -0.8627 0.1366 4.1396 2.3896 1.0732 2.2684 0.1562 0.1221 1.3285 0.0431 1.0156 0.0708</span> +<span class="r-out co"><span class="r-pr">#></span> 57: 91.6591 -5.3839 -2.2082 -4.1122 -0.8929 0.1457 4.5073 2.2701 1.0672 2.3639 0.1539 0.1160 1.4074 0.0478 0.9796 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 58: 91.7434 -5.3597 -2.2068 -4.1214 -0.8912 0.1437 4.2819 2.1566 1.0605 2.4496 0.1667 0.1109 1.4274 0.0450 1.0782 0.0676</span> +<span class="r-out co"><span class="r-pr">#></span> 59: 91.6597 -5.4672 -2.1918 -4.1412 -0.9021 0.1657 4.0678 2.0488 1.1306 2.5245 0.1888 0.1054 1.4745 0.0391 1.1492 0.0670</span> +<span class="r-out co"><span class="r-pr">#></span> 60: 91.7565 -5.4513 -2.2051 -4.1618 -0.9013 0.1554 3.8644 1.9464 1.1728 2.6191 0.1793 0.1001 1.4135 0.0402 1.1572 0.0665</span> +<span class="r-out co"><span class="r-pr">#></span> 61: 91.9484 -5.5390 -2.1973 -4.1611 -0.9011 0.1318 3.6712 1.8963 1.1460 2.6242 0.1704 0.0951 1.3855 0.0481 1.1109 0.0634</span> +<span class="r-out co"><span class="r-pr">#></span> 62: 92.1661 -5.4985 -2.1729 -4.1352 -0.8887 0.1327 4.3155 1.8588 1.1087 2.5551 0.1633 0.0995 1.3847 0.0444 1.0736 0.0656</span> +<span class="r-out co"><span class="r-pr">#></span> 63: 92.1727 -5.4086 -2.1610 -4.1488 -0.8998 0.1451 4.6019 1.7659 1.1413 2.6020 0.1718 0.1152 1.4299 0.0404 1.2202 0.0603</span> +<span class="r-out co"><span class="r-pr">#></span> 64: 92.4331 -5.5220 -2.1121 -4.1300 -0.9428 0.1211 5.0354 1.8121 1.0982 2.6157 0.1775 0.1209 1.4168 0.0348 1.2148 0.0625</span> +<span class="r-out co"><span class="r-pr">#></span> 65: 92.1871 -5.6089 -2.1258 -4.1412 -0.9127 0.1399 4.7836 2.1060 1.1568 2.5971 0.1757 0.1148 1.4000 0.0336 1.0305 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 66: 92.1419 -5.7752 -2.1344 -4.1493 -0.9237 0.1494 4.5444 2.7076 1.1563 2.6439 0.1740 0.1091 1.4238 0.0341 1.0285 0.0688</span> +<span class="r-out co"><span class="r-pr">#></span> 67: 92.1187 -5.5967 -2.1430 -4.1460 -0.9074 0.1245 4.3172 2.5722 1.2052 2.6139 0.1868 0.1104 1.4100 0.0381 1.0508 0.0703</span> +<span class="r-out co"><span class="r-pr">#></span> 68: 92.1123 -5.6882 -2.1481 -4.1269 -0.9083 0.1206 4.1014 2.5548 1.2021 2.4832 0.1781 0.1462 1.3099 0.0417 1.0099 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 69: 92.2511 -5.6923 -2.1456 -4.1315 -0.9077 0.1421 4.3551 2.6261 1.1850 2.3591 0.1692 0.1389 1.3546 0.0416 0.9516 0.0762</span> +<span class="r-out co"><span class="r-pr">#></span> 70: 92.0291 -5.7376 -2.1689 -4.1364 -0.8908 0.1407 4.1373 3.0520 1.1595 2.2495 0.1608 0.1465 1.3226 0.0436 0.9904 0.0711</span> +<span class="r-out co"><span class="r-pr">#></span> 71: 91.7690 -5.7223 -2.1773 -4.1986 -0.9036 0.1831 3.9304 2.8994 1.1015 2.4335 0.1527 0.1602 1.3135 0.0450 0.9564 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 72: 91.4802 -5.7302 -2.2079 -4.2000 -0.8990 0.2112 3.7339 3.2965 1.1222 2.4612 0.1451 0.1622 1.3222 0.0426 1.0215 0.0717</span> +<span class="r-out co"><span class="r-pr">#></span> 73: 91.1247 -5.7803 -2.1827 -4.2214 -0.8876 0.1385 3.5472 3.2786 1.1612 2.5216 0.1650 0.1541 1.2811 0.0493 1.0076 0.0696</span> +<span class="r-out co"><span class="r-pr">#></span> 74: 90.9765 -5.6534 -2.1808 -4.2511 -0.8824 0.1308 3.8553 3.1146 1.1389 2.8140 0.1725 0.1464 1.2895 0.0518 1.0100 0.0707</span> +<span class="r-out co"><span class="r-pr">#></span> 75: 90.4805 -5.7293 -2.1481 -4.2613 -0.8704 0.1395 4.1255 2.9589 1.1623 2.7523 0.1713 0.1391 1.3112 0.0483 0.9439 0.0788</span> +<span class="r-out co"><span class="r-pr">#></span> 76: 90.3958 -5.7635 -2.1508 -4.2426 -0.8841 0.1402 4.7427 3.0223 1.2187 2.7243 0.1789 0.1321 1.3065 0.0468 0.9303 0.0758</span> +<span class="r-out co"><span class="r-pr">#></span> 77: 90.7518 -5.6517 -2.1498 -4.2773 -0.8730 0.1688 5.9340 2.8712 1.1840 2.8530 0.1828 0.1255 1.3553 0.0422 0.9755 0.0696</span> +<span class="r-out co"><span class="r-pr">#></span> 78: 91.0443 -5.7462 -2.1351 -4.2601 -0.8848 0.1746 5.6373 2.9912 1.1312 2.7659 0.1887 0.1192 1.3303 0.0410 0.8578 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 79: 90.9631 -5.7307 -2.1618 -4.2593 -0.8965 0.1944 5.7520 3.1324 1.1206 2.8212 0.1875 0.1340 1.3519 0.0449 0.9006 0.0799</span> +<span class="r-out co"><span class="r-pr">#></span> 80: 90.8703 -5.7665 -2.1989 -4.2476 -0.9122 0.1933 5.4644 3.4527 1.1063 2.7920 0.1781 0.1273 1.3014 0.0497 0.9305 0.0792</span> +<span class="r-out co"><span class="r-pr">#></span> 81: 90.7781 -5.8702 -2.1789 -4.2821 -0.8828 0.1793 5.1912 3.7553 1.0662 3.0568 0.1807 0.1209 1.3120 0.0472 0.9808 0.0772</span> +<span class="r-out co"><span class="r-pr">#></span> 82: 90.8137 -6.1164 -2.2001 -4.3046 -0.8912 0.1916 4.9316 4.9023 1.0714 3.1363 0.1716 0.1149 1.2724 0.0539 1.0644 0.0693</span> +<span class="r-out co"><span class="r-pr">#></span> 83: 90.9900 -6.2077 -2.1695 -4.3121 -0.8924 0.1722 6.7123 5.3290 1.1120 3.2733 0.1741 0.1091 1.2822 0.0510 1.0142 0.0715</span> +<span class="r-out co"><span class="r-pr">#></span> 84: 90.8158 -6.3282 -2.1595 -4.2907 -0.9096 0.1818 6.3767 5.9725 1.1342 3.2384 0.1763 0.1037 1.2704 0.0420 0.8891 0.0834</span> +<span class="r-out co"><span class="r-pr">#></span> 85: 90.5926 -6.2052 -2.1643 -4.2780 -0.9000 0.1579 6.0579 5.6739 1.1472 3.0765 0.1751 0.0985 1.3263 0.0433 0.9484 0.0814</span> +<span class="r-out co"><span class="r-pr">#></span> 86: 90.3804 -6.2707 -2.1470 -4.2627 -0.9260 0.1650 5.7550 5.5542 1.1135 2.9227 0.1956 0.0936 1.2747 0.0447 0.9731 0.0780</span> +<span class="r-out co"><span class="r-pr">#></span> 87: 90.8425 -6.4455 -2.1135 -4.2273 -0.9294 0.1491 5.4672 6.8599 1.0716 2.7765 0.1858 0.0928 1.3204 0.0427 1.0005 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 88: 91.2019 -6.2302 -2.1362 -4.1982 -0.9333 0.1615 5.1939 6.5169 1.1221 2.7203 0.1841 0.0928 1.2689 0.0466 0.9914 0.0771</span> +<span class="r-out co"><span class="r-pr">#></span> 89: 90.9907 -6.4173 -2.1174 -4.2493 -0.9182 0.1628 4.9342 6.2408 1.1719 2.9614 0.1749 0.1021 1.3580 0.0403 1.0171 0.0775</span> +<span class="r-out co"><span class="r-pr">#></span> 90: 91.1666 -6.5154 -2.1219 -4.2011 -0.9210 0.1594 4.6875 7.4895 1.1930 2.8133 0.1745 0.0970 1.2500 0.0432 0.9467 0.0799</span> +<span class="r-out co"><span class="r-pr">#></span> 91: 91.0165 -6.5918 -2.1465 -4.2231 -0.9079 0.1382 4.9772 7.3172 1.1706 2.6789 0.1810 0.1032 1.2958 0.0458 1.1223 0.0639</span> +<span class="r-out co"><span class="r-pr">#></span> 92: 91.5386 -6.6567 -2.1376 -4.2247 -0.9358 0.1696 5.5955 7.4188 1.1543 2.6339 0.1754 0.0980 1.2894 0.0463 0.9927 0.0764</span> +<span class="r-out co"><span class="r-pr">#></span> 93: 92.2552 -6.5096 -2.1645 -4.2340 -0.9393 0.1798 5.3157 7.0479 1.1612 2.6312 0.1718 0.0931 1.3698 0.0431 1.2649 0.0579</span> +<span class="r-out co"><span class="r-pr">#></span> 94: 91.7588 -6.4124 -2.1795 -4.2305 -0.9265 0.1842 5.8275 6.6955 1.1988 2.6403 0.1891 0.0884 1.3022 0.0481 1.0741 0.0713</span> +<span class="r-out co"><span class="r-pr">#></span> 95: 91.6694 -6.2975 -2.1946 -4.2442 -0.9392 0.2004 5.5361 6.3607 1.1399 2.7164 0.1796 0.1027 1.2519 0.0513 1.0982 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 96: 91.2252 -6.0124 -2.2316 -4.2701 -0.8946 0.2375 5.2593 6.0427 1.0829 2.7921 0.2024 0.1147 1.3343 0.0426 1.3064 0.0560</span> +<span class="r-out co"><span class="r-pr">#></span> 97: 91.0388 -5.9178 -2.2563 -4.2703 -0.9093 0.2304 5.6825 5.7405 1.0890 2.7678 0.2113 0.1090 1.3517 0.0484 1.4160 0.0493</span> +<span class="r-out co"><span class="r-pr">#></span> 98: 90.9013 -6.1325 -2.2597 -4.2776 -0.9133 0.2447 5.7546 5.4535 1.1028 2.6806 0.2130 0.1182 1.2983 0.0451 1.2436 0.0584</span> +<span class="r-out co"><span class="r-pr">#></span> 99: 91.2086 -6.0047 -2.2719 -4.2972 -0.9136 0.2738 5.4668 5.1808 1.1776 2.7160 0.2132 0.1123 1.3301 0.0431 1.1850 0.0628</span> +<span class="r-out co"><span class="r-pr">#></span> 100: 91.3181 -5.9175 -2.2311 -4.3202 -0.8947 0.2844 5.1935 4.9218 1.1187 2.8660 0.2289 0.1471 1.3409 0.0371 0.9566 0.0806</span> +<span class="r-out co"><span class="r-pr">#></span> 101: 91.5112 -5.7721 -2.2292 -4.3060 -0.8842 0.3006 6.3617 4.6757 1.0628 2.7227 0.2174 0.1500 1.3269 0.0407 1.2002 0.0592</span> +<span class="r-out co"><span class="r-pr">#></span> 102: 91.5205 -5.9982 -2.2162 -4.3041 -0.8813 0.3065 7.7957 4.4419 1.0320 2.7176 0.2290 0.1474 1.3218 0.0392 0.9685 0.0783</span> +<span class="r-out co"><span class="r-pr">#></span> 103: 91.2416 -5.7012 -2.2204 -4.3198 -0.8610 0.3180 7.4059 4.2198 1.0242 2.5817 0.2175 0.1714 1.3003 0.0395 0.9472 0.0825</span> +<span class="r-out co"><span class="r-pr">#></span> 104: 91.2662 -5.8136 -2.2357 -4.3063 -0.8700 0.3110 7.0356 4.0088 1.0024 2.4701 0.2067 0.1939 1.2806 0.0407 1.0387 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 105: 91.4688 -5.7922 -2.2204 -4.3319 -0.8703 0.2767 6.6838 3.8084 0.9751 2.6368 0.1963 0.1967 1.3320 0.0470 1.2043 0.0580</span> +<span class="r-out co"><span class="r-pr">#></span> 106: 91.3665 -5.8505 -2.2225 -4.3614 -0.8757 0.2922 7.1982 3.6180 1.0018 2.6378 0.1865 0.2132 1.2613 0.0464 1.0683 0.0693</span> +<span class="r-out co"><span class="r-pr">#></span> 107: 91.4934 -5.8933 -2.1993 -4.3433 -0.9112 0.3267 6.8383 3.7379 0.9616 2.5329 0.1772 0.2169 1.2911 0.0449 1.0688 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 108: 92.1268 -5.7807 -2.1863 -4.4348 -0.9273 0.3235 6.4964 3.5510 1.0093 2.9025 0.1718 0.2061 1.3153 0.0414 0.8982 0.0796</span> +<span class="r-out co"><span class="r-pr">#></span> 109: 91.6585 -5.9778 -2.2083 -4.3550 -0.9061 0.3339 6.1715 4.5778 1.0600 2.7574 0.1755 0.2163 1.2754 0.0382 0.8100 0.0868</span> +<span class="r-out co"><span class="r-pr">#></span> 110: 92.0456 -5.6784 -2.2236 -4.3483 -0.8911 0.3022 5.8630 4.3489 1.0427 2.6195 0.1667 0.2472 1.3782 0.0336 0.7819 0.0931</span> +<span class="r-out co"><span class="r-pr">#></span> 111: 92.2862 -5.6624 -2.1985 -4.3680 -0.9178 0.3156 5.5698 4.1315 1.0149 2.5443 0.1622 0.2348 1.3541 0.0415 0.7848 0.0868</span> +<span class="r-out co"><span class="r-pr">#></span> 112: 92.5436 -5.6572 -2.2134 -4.3290 -0.9267 0.3025 5.2913 3.9249 1.0720 2.5118 0.1541 0.2231 1.3798 0.0385 0.9087 0.0799</span> +<span class="r-out co"><span class="r-pr">#></span> 113: 92.5970 -5.6263 -2.2030 -4.3044 -0.9123 0.2856 5.0268 3.7287 1.1371 2.4674 0.1764 0.2119 1.3007 0.0455 0.8651 0.0850</span> +<span class="r-out co"><span class="r-pr">#></span> 114: 92.9227 -5.6379 -2.2032 -4.2926 -0.9187 0.3282 4.7754 3.5422 1.1022 2.4105 0.1676 0.2013 1.3103 0.0439 0.9003 0.0815</span> +<span class="r-out co"><span class="r-pr">#></span> 115: 92.7678 -5.8033 -2.1888 -4.2988 -0.9406 0.3026 4.5367 3.3651 1.1127 2.5043 0.1592 0.1913 1.3643 0.0420 0.9649 0.0800</span> +<span class="r-out co"><span class="r-pr">#></span> 116: 92.0655 -5.8531 -2.2033 -4.2989 -0.9487 0.3013 4.3098 3.6792 1.1260 2.4981 0.1513 0.1817 1.2783 0.0445 0.9812 0.0818</span> +<span class="r-out co"><span class="r-pr">#></span> 117: 92.2258 -5.7861 -2.2095 -4.3393 -0.9399 0.2998 4.0943 3.4952 1.0697 2.7102 0.1437 0.1752 1.3037 0.0426 0.9067 0.0786</span> +<span class="r-out co"><span class="r-pr">#></span> 118: 92.3560 -5.8080 -2.2058 -4.3166 -0.9480 0.2743 4.6025 3.3205 1.0709 2.6198 0.1432 0.1747 1.2850 0.0481 0.9236 0.0769</span> +<span class="r-out co"><span class="r-pr">#></span> 119: 92.0489 -5.7726 -2.1972 -4.2740 -0.9087 0.2627 4.3723 3.1544 1.0892 2.4888 0.1620 0.1660 1.2659 0.0435 0.8389 0.0832</span> +<span class="r-out co"><span class="r-pr">#></span> 120: 91.9163 -5.8211 -2.2101 -4.2770 -0.9142 0.2674 4.1537 3.1700 1.0985 2.5003 0.1795 0.1577 1.2289 0.0454 0.9280 0.0826</span> +<span class="r-out co"><span class="r-pr">#></span> 121: 92.0274 -5.7601 -2.1916 -4.2686 -0.9055 0.2571 3.9460 3.1181 1.1026 2.3985 0.1908 0.1498 1.3015 0.0432 0.9363 0.0807</span> +<span class="r-out co"><span class="r-pr">#></span> 122: 92.2933 -5.7972 -2.2019 -4.2888 -0.8932 0.2679 3.7487 3.1755 1.0809 2.3976 0.1843 0.1636 1.2918 0.0433 0.8760 0.0803</span> +<span class="r-out co"><span class="r-pr">#></span> 123: 92.3361 -5.8903 -2.1745 -4.3386 -0.9157 0.2665 3.5613 3.8794 1.1308 2.5838 0.1751 0.1555 1.3219 0.0421 0.8987 0.0806</span> +<span class="r-out co"><span class="r-pr">#></span> 124: 92.5677 -6.0471 -2.1638 -4.2764 -0.9325 0.2645 3.3832 4.6152 1.1336 2.4546 0.1664 0.1526 1.2938 0.0375 0.9412 0.0798</span> +<span class="r-out co"><span class="r-pr">#></span> 125: 92.7852 -5.9841 -2.1661 -4.2825 -0.9373 0.2866 3.2141 4.3844 1.0770 2.3788 0.1581 0.1727 1.3137 0.0417 0.9228 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 126: 92.7867 -5.9126 -2.1636 -4.2413 -0.9141 0.2756 3.0534 4.1652 1.0857 2.2921 0.1502 0.1994 1.2428 0.0450 0.8206 0.0795</span> +<span class="r-out co"><span class="r-pr">#></span> 127: 92.8733 -5.9110 -2.1546 -4.2269 -0.9258 0.2531 2.9007 3.9569 1.0914 2.3822 0.1426 0.2029 1.3043 0.0369 0.8206 0.0795</span> +<span class="r-out co"><span class="r-pr">#></span> 128: 93.0457 -5.9202 -2.1505 -4.2076 -0.9466 0.2463 3.3353 3.7591 1.0647 2.3012 0.1355 0.2180 1.3420 0.0385 0.8503 0.0803</span> +<span class="r-out co"><span class="r-pr">#></span> 129: 92.9207 -5.9882 -2.1704 -4.2204 -0.9319 0.2464 4.3160 4.4368 1.1187 2.3415 0.1386 0.2316 1.2546 0.0435 0.8777 0.0830</span> +<span class="r-out co"><span class="r-pr">#></span> 130: 92.2660 -6.2043 -2.1712 -4.2251 -0.9276 0.2186 4.4370 5.1440 1.0817 2.3426 0.1338 0.2200 1.2733 0.0476 0.9132 0.0753</span> +<span class="r-out co"><span class="r-pr">#></span> 131: 92.1286 -6.4163 -2.1634 -4.2642 -0.9223 0.2300 4.2151 6.2253 1.0614 2.5012 0.1333 0.2090 1.2690 0.0430 0.8201 0.0814</span> +<span class="r-out co"><span class="r-pr">#></span> 132: 92.0287 -6.4297 -2.1522 -4.2717 -0.9259 0.2250 4.0044 6.1979 1.0791 2.5146 0.1314 0.1985 1.2736 0.0449 0.8671 0.0784</span> +<span class="r-out co"><span class="r-pr">#></span> 133: 91.6843 -6.1415 -2.1685 -4.2553 -0.9349 0.2209 3.8041 5.8880 1.1445 2.4277 0.1248 0.2026 1.3381 0.0426 0.9129 0.0858</span> +<span class="r-out co"><span class="r-pr">#></span> 134: 91.6928 -6.1408 -2.1467 -4.2709 -0.9270 0.2648 3.6139 5.5936 1.0873 2.5602 0.1305 0.1925 1.3202 0.0416 0.7626 0.0936</span> +<span class="r-out co"><span class="r-pr">#></span> 135: 91.7984 -6.0371 -2.1673 -4.2572 -0.9497 0.2480 3.4332 5.3139 1.0649 2.4322 0.1389 0.1829 1.2592 0.0544 0.9459 0.0831</span> +<span class="r-out co"><span class="r-pr">#></span> 136: 91.9754 -6.1770 -2.1769 -4.2311 -0.9401 0.2435 3.2616 5.0482 1.0717 2.3106 0.1691 0.1737 1.3170 0.0436 1.0497 0.0816</span> +<span class="r-out co"><span class="r-pr">#></span> 137: 92.1546 -6.1216 -2.1731 -4.2278 -0.9401 0.2492 3.0985 4.9378 1.0200 2.1950 0.1606 0.1988 1.4019 0.0421 1.0200 0.0766</span> +<span class="r-out co"><span class="r-pr">#></span> 138: 92.2370 -5.9463 -2.1794 -4.1949 -0.9321 0.2460 2.9436 4.6909 1.0203 2.1200 0.1535 0.1947 1.3378 0.0425 0.9448 0.0804</span> +<span class="r-out co"><span class="r-pr">#></span> 139: 92.2025 -5.8849 -2.1820 -4.1868 -0.9200 0.2294 2.9458 4.4564 0.9875 2.1260 0.1759 0.2080 1.3244 0.0428 1.0110 0.0778</span> +<span class="r-out co"><span class="r-pr">#></span> 140: 91.8182 -5.7494 -2.1569 -4.1998 -0.9095 0.2318 2.7985 4.2336 1.0015 2.1507 0.1830 0.2113 1.3502 0.0432 0.7716 0.0922</span> +<span class="r-out co"><span class="r-pr">#></span> 141: 91.8292 -5.9568 -2.1640 -4.2109 -0.9122 0.2130 4.4608 4.0219 1.0180 2.1032 0.1739 0.2057 1.3594 0.0419 0.8088 0.0883</span> +<span class="r-out co"><span class="r-pr">#></span> 142: 91.9995 -6.0927 -2.1471 -4.2313 -0.9091 0.1875 4.5415 4.7705 1.0571 2.1286 0.1810 0.1954 1.4145 0.0406 0.8943 0.0847</span> +<span class="r-out co"><span class="r-pr">#></span> 143: 91.9160 -5.9892 -2.1546 -4.2043 -0.9355 0.1819 4.3145 4.5320 1.1337 2.1453 0.1888 0.2208 1.3449 0.0394 1.0910 0.0797</span> +<span class="r-out co"><span class="r-pr">#></span> 144: 92.0136 -5.9765 -2.1643 -4.2346 -0.9448 0.2455 4.3041 4.3054 1.1130 2.1300 0.1817 0.3253 1.3828 0.0340 1.0535 0.0873</span> +<span class="r-out co"><span class="r-pr">#></span> 145: 92.3893 -6.2224 -2.1211 -4.2316 -0.9405 0.2285 5.2279 4.9099 1.0573 2.1037 0.1727 0.3091 1.3797 0.0340 1.0160 0.0832</span> +<span class="r-out co"><span class="r-pr">#></span> 146: 92.6097 -6.2204 -2.1406 -4.2210 -0.9217 0.1762 4.9665 5.4466 1.0724 2.1658 0.1640 0.2936 1.4421 0.0408 1.2412 0.0674</span> +<span class="r-out co"><span class="r-pr">#></span> 147: 92.8499 -6.0091 -2.1165 -4.2234 -0.9682 0.1783 4.7182 5.1743 1.0188 2.1714 0.1722 0.2789 1.4545 0.0397 1.4472 0.0556</span> +<span class="r-out co"><span class="r-pr">#></span> 148: 92.6602 -5.8003 -2.1059 -4.2132 -0.9282 0.2102 4.4823 4.9156 1.0106 2.1075 0.1880 0.2684 1.4013 0.0413 1.0748 0.0758</span> +<span class="r-out co"><span class="r-pr">#></span> 149: 92.7388 -5.8727 -2.1569 -4.2185 -0.9266 0.1868 4.2581 4.6698 1.1447 2.0851 0.1786 0.2550 1.3137 0.0413 0.9963 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 150: 92.7348 -5.7926 -2.1184 -4.2257 -0.9324 0.1966 4.0452 4.4363 1.1760 2.1508 0.1697 0.2704 1.3792 0.0363 0.8204 0.0889</span> +<span class="r-out co"><span class="r-pr">#></span> 151: 92.7968 -5.7301 -2.1179 -4.1959 -0.9275 0.1927 3.8430 4.2145 1.1707 2.1702 0.1842 0.2569 1.3789 0.0387 0.7890 0.0873</span> +<span class="r-out co"><span class="r-pr">#></span> 152: 92.9011 -5.7417 -2.1622 -4.2086 -0.9215 0.1784 2.0089 3.0670 1.1984 2.2253 0.1814 0.2507 1.3431 0.0395 0.9622 0.0780</span> +<span class="r-out co"><span class="r-pr">#></span> 153: 92.8020 -5.7707 -2.1494 -4.2128 -0.9228 0.1818 2.2261 2.9648 1.1192 2.3058 0.1749 0.2548 1.3671 0.0369 0.9507 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 154: 92.5217 -5.8043 -2.1447 -4.2074 -0.9303 0.1766 2.7638 3.1314 1.1141 2.2814 0.1811 0.2389 1.3250 0.0408 1.0538 0.0689</span> +<span class="r-out co"><span class="r-pr">#></span> 155: 92.8765 -5.5586 -2.1275 -4.1639 -0.9320 0.1434 2.4217 2.4658 1.1231 2.1314 0.1746 0.2426 1.3785 0.0407 0.9682 0.0796</span> +<span class="r-out co"><span class="r-pr">#></span> 156: 93.0074 -5.6819 -2.1343 -4.1819 -0.9382 0.1587 1.4756 2.7496 1.1200 2.1700 0.1849 0.2320 1.3643 0.0395 1.0875 0.0653</span> +<span class="r-out co"><span class="r-pr">#></span> 157: 92.7950 -5.6827 -2.1178 -4.1808 -0.9553 0.1585 1.1607 2.5156 1.1129 2.2109 0.1724 0.2366 1.4045 0.0374 1.1322 0.0676</span> +<span class="r-out co"><span class="r-pr">#></span> 158: 92.7684 -5.7106 -2.0933 -4.2149 -0.9717 0.1602 1.4884 2.6532 1.1269 2.1388 0.1838 0.2666 1.4009 0.0348 0.8728 0.0832</span> +<span class="r-out co"><span class="r-pr">#></span> 159: 93.0980 -5.8911 -2.1297 -4.2160 -0.9660 0.1407 1.6034 3.3765 1.1182 2.1661 0.1705 0.2804 1.3557 0.0430 1.0076 0.0776</span> +<span class="r-out co"><span class="r-pr">#></span> 160: 93.1849 -5.9433 -2.1177 -4.1735 -0.9436 0.1324 1.8692 4.0887 1.1252 2.0213 0.1642 0.2922 1.3251 0.0386 0.8586 0.0820</span> +<span class="r-out co"><span class="r-pr">#></span> 161: 93.4771 -5.7768 -2.0899 -4.1697 -0.9670 0.1043 2.0938 2.9110 1.1069 1.9538 0.1820 0.3046 1.3270 0.0413 0.8220 0.0855</span> +<span class="r-out co"><span class="r-pr">#></span> 162: 93.4961 -5.6516 -2.0965 -4.1633 -0.9708 0.1263 2.2053 2.3022 1.1179 1.9555 0.1758 0.2891 1.3158 0.0417 0.9943 0.0768</span> +<span class="r-out co"><span class="r-pr">#></span> 163: 93.1627 -5.5944 -2.1527 -4.1633 -0.9488 0.1452 2.9600 2.3291 1.1027 1.9555 0.1766 0.3000 1.3626 0.0376 0.9790 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 164: 92.7951 -5.6646 -2.1539 -4.1699 -0.9447 0.1863 2.9195 2.7599 1.0794 1.9511 0.1651 0.2918 1.4091 0.0357 1.1005 0.0709</span> +<span class="r-out co"><span class="r-pr">#></span> 165: 92.6045 -5.5927 -2.1842 -4.1770 -0.9436 0.1939 2.2014 2.3213 1.0622 1.9775 0.1671 0.2899 1.3945 0.0372 1.0533 0.0694</span> +<span class="r-out co"><span class="r-pr">#></span> 166: 92.6660 -5.5922 -2.1438 -4.1611 -0.9441 0.1767 1.8951 2.3445 1.1025 2.0399 0.1802 0.2802 1.4229 0.0354 1.1552 0.0682</span> +<span class="r-out co"><span class="r-pr">#></span> 167: 92.4353 -5.5118 -2.1415 -4.1730 -0.9124 0.1827 1.5029 1.8145 1.0701 2.0090 0.1727 0.2642 1.4525 0.0362 1.0577 0.0754</span> +<span class="r-out co"><span class="r-pr">#></span> 168: 92.3761 -5.5522 -2.1625 -4.1911 -0.9114 0.1782 1.2703 2.0808 1.0814 2.0588 0.1810 0.2658 1.3973 0.0364 0.9874 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 169: 92.5240 -5.6102 -2.1396 -4.1793 -0.8972 0.1722 1.3115 2.2750 1.0759 2.0910 0.2147 0.2549 1.3553 0.0392 0.9770 0.0759</span> +<span class="r-out co"><span class="r-pr">#></span> 170: 92.3827 -5.5942 -2.1231 -4.1847 -0.9338 0.1525 1.5707 2.3778 1.0542 2.0824 0.2042 0.2519 1.4424 0.0363 1.1270 0.0687</span> +<span class="r-out co"><span class="r-pr">#></span> 171: 92.1706 -5.6171 -2.1619 -4.1926 -0.9056 0.1390 1.0935 2.2869 1.1239 2.1697 0.1946 0.2624 1.2980 0.0411 0.9988 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 172: 92.1491 -5.5704 -2.1447 -4.1913 -0.9285 0.1649 1.0292 2.2160 1.1231 2.1905 0.1860 0.2518 1.3154 0.0375 1.0152 0.0772</span> +<span class="r-out co"><span class="r-pr">#></span> 173: 91.9987 -5.5411 -2.1434 -4.1803 -0.9056 0.1585 0.6511 1.9989 1.0892 2.2283 0.1899 0.2413 1.3814 0.0380 1.1733 0.0693</span> +<span class="r-out co"><span class="r-pr">#></span> 174: 92.0377 -5.5419 -2.1081 -4.1928 -0.9057 0.1418 0.9013 2.0933 1.1813 2.2773 0.1756 0.2559 1.4419 0.0343 0.9942 0.0801</span> +<span class="r-out co"><span class="r-pr">#></span> 175: 92.0266 -5.5125 -2.1014 -4.1775 -0.9119 0.1371 0.7194 2.0624 1.1848 2.2328 0.1754 0.2504 1.3987 0.0353 1.0838 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 176: 92.0365 -5.5658 -2.0914 -4.1646 -0.8956 0.1096 0.7557 2.0588 1.1642 2.1610 0.1617 0.2722 1.3658 0.0347 0.9405 0.0757</span> +<span class="r-out co"><span class="r-pr">#></span> 177: 91.8661 -5.6799 -2.0950 -4.1695 -0.9010 0.1193 0.8835 2.8899 1.1394 2.1886 0.1809 0.2777 1.3841 0.0351 0.9178 0.0794</span> +<span class="r-out co"><span class="r-pr">#></span> 178: 91.9392 -5.7853 -2.1139 -4.1711 -0.9190 0.1222 0.6673 3.0461 1.1712 2.1948 0.1576 0.2237 1.3623 0.0383 0.9060 0.0795</span> +<span class="r-out co"><span class="r-pr">#></span> 179: 92.0116 -5.7560 -2.1418 -4.1711 -0.9153 0.1034 0.4356 2.9139 1.1653 2.1948 0.1497 0.2364 1.3387 0.0392 0.9327 0.0793</span> +<span class="r-out co"><span class="r-pr">#></span> 180: 92.1013 -5.7920 -2.1368 -4.1654 -0.9059 0.0912 0.3859 3.2592 1.1357 2.1744 0.1570 0.2337 1.3622 0.0408 1.0299 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 181: 92.1032 -5.8125 -2.1260 -4.1791 -0.9404 0.1731 0.4091 3.0817 1.1113 2.2356 0.1572 0.2742 1.4509 0.0340 0.9180 0.0865</span> +<span class="r-out co"><span class="r-pr">#></span> 182: 92.1315 -5.7991 -2.1327 -4.1737 -0.9319 0.1519 0.3145 3.0292 1.1520 2.1360 0.1661 0.2482 1.4105 0.0361 1.1338 0.0748</span> +<span class="r-out co"><span class="r-pr">#></span> 183: 92.1350 -6.0470 -2.1264 -4.1707 -0.9525 0.1787 0.2045 3.8296 1.1229 2.1369 0.1735 0.2453 1.3132 0.0350 1.0507 0.0759</span> +<span class="r-out co"><span class="r-pr">#></span> 184: 92.0539 -5.9856 -2.1289 -4.1968 -0.9281 0.1789 0.1166 3.9425 1.0558 2.2320 0.1658 0.2253 1.3390 0.0355 1.1271 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 185: 92.0755 -6.0524 -2.1385 -4.2076 -0.9313 0.1794 0.1193 4.2430 1.0465 2.3571 0.1566 0.2152 1.3777 0.0368 1.2013 0.0631</span> +<span class="r-out co"><span class="r-pr">#></span> 186: 92.1639 -6.0663 -2.1399 -4.1869 -0.9311 0.1817 0.1392 4.4053 1.0495 2.4857 0.1532 0.2331 1.3751 0.0365 1.0497 0.0697</span> +<span class="r-out co"><span class="r-pr">#></span> 187: 92.1759 -6.3052 -2.1469 -4.2221 -0.9428 0.1970 0.1356 5.5622 0.9953 2.3367 0.1451 0.2359 1.3754 0.0367 1.0969 0.0656</span> +<span class="r-out co"><span class="r-pr">#></span> 188: 92.1744 -6.0494 -2.1406 -4.2445 -0.9595 0.2089 0.1364 4.3818 0.9882 2.4074 0.1480 0.2364 1.3709 0.0396 1.1259 0.0642</span> +<span class="r-out co"><span class="r-pr">#></span> 189: 92.1989 -6.1255 -2.1138 -4.2037 -0.9368 0.1796 0.1444 4.6756 0.9840 2.3786 0.1502 0.2303 1.3979 0.0393 1.2011 0.0630</span> +<span class="r-out co"><span class="r-pr">#></span> 190: 92.0944 -6.1343 -2.1536 -4.2106 -0.9267 0.2105 0.1288 4.4977 1.0475 2.3593 0.1443 0.2396 1.3247 0.0384 1.1304 0.0711</span> +<span class="r-out co"><span class="r-pr">#></span> 191: 92.1238 -6.0639 -2.1462 -4.2883 -0.9311 0.2155 0.1246 4.1066 1.0428 2.6836 0.1442 0.2344 1.4041 0.0344 1.1631 0.0684</span> +<span class="r-out co"><span class="r-pr">#></span> 192: 92.1328 -6.0743 -2.1232 -4.3119 -0.9586 0.2319 0.1192 4.1348 1.0020 2.7067 0.1466 0.2515 1.4039 0.0355 1.0021 0.0772</span> +<span class="r-out co"><span class="r-pr">#></span> 193: 92.0881 -5.8697 -2.1298 -4.2691 -0.9309 0.2295 0.1050 3.4476 0.9879 2.5496 0.1344 0.2348 1.4677 0.0351 1.0332 0.0705</span> +<span class="r-out co"><span class="r-pr">#></span> 194: 92.1086 -5.7557 -2.1176 -4.3249 -0.9029 0.2183 0.0702 2.7793 1.0043 2.8853 0.1460 0.2213 1.4733 0.0325 1.0929 0.0681</span> +<span class="r-out co"><span class="r-pr">#></span> 195: 92.1265 -5.8976 -2.1506 -4.2932 -0.9267 0.2511 0.0593 3.4959 0.9881 2.6806 0.1278 0.2505 1.6138 0.0350 1.1327 0.0703</span> +<span class="r-out co"><span class="r-pr">#></span> 196: 92.1316 -5.7018 -2.1627 -4.2889 -0.9278 0.2392 0.0717 2.9210 1.0160 2.7067 0.1470 0.2350 1.5063 0.0418 1.0525 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 197: 92.1756 -5.7899 -2.1604 -4.2819 -0.9248 0.2765 0.0754 2.9991 1.0167 2.6170 0.1465 0.2314 1.4982 0.0387 1.0504 0.0774</span> +<span class="r-out co"><span class="r-pr">#></span> 198: 92.2153 -5.8248 -2.1571 -4.2245 -0.9350 0.2195 0.0651 3.0128 0.9196 2.3123 0.1451 0.2363 1.3965 0.0453 1.1561 0.0650</span> +<span class="r-out co"><span class="r-pr">#></span> 199: 92.1935 -5.8187 -2.1505 -4.2123 -0.9452 0.2406 0.0535 3.0017 0.9553 2.2771 0.1338 0.2415 1.4485 0.0407 1.0647 0.0699</span> +<span class="r-out co"><span class="r-pr">#></span> 200: 92.2308 -5.6732 -2.1578 -4.2182 -0.9324 0.2330 0.0618 2.4070 1.0687 2.2978 0.1513 0.2199 1.4101 0.0385 1.0283 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 201: 92.2305 -5.6796 -2.1604 -4.2064 -0.9320 0.2262 0.0530 2.4360 1.0551 2.2994 0.1529 0.2219 1.3653 0.0407 1.0115 0.0757</span> +<span class="r-out co"><span class="r-pr">#></span> 202: 92.2259 -5.7201 -2.1550 -4.2058 -0.9263 0.2208 0.0461 2.6422 1.0351 2.2888 0.1520 0.2100 1.3739 0.0418 1.0474 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 203: 92.2212 -5.7539 -2.1457 -4.2037 -0.9303 0.2163 0.0422 2.8480 1.0403 2.2723 0.1465 0.2070 1.3973 0.0404 1.0518 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 204: 92.2164 -5.8068 -2.1371 -4.2093 -0.9300 0.2163 0.0383 3.1313 1.0426 2.2984 0.1423 0.2091 1.4025 0.0391 1.0284 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 205: 92.2120 -5.8371 -2.1369 -4.2142 -0.9308 0.2156 0.0347 3.2786 1.0392 2.3249 0.1390 0.2048 1.4115 0.0385 1.0161 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 206: 92.2071 -5.8681 -2.1391 -4.2176 -0.9287 0.2158 0.0336 3.4917 1.0442 2.3461 0.1388 0.2041 1.4017 0.0394 0.9977 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 207: 92.2078 -5.8966 -2.1424 -4.2230 -0.9286 0.2181 0.0337 3.6741 1.0456 2.3743 0.1369 0.2009 1.3988 0.0397 0.9792 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 208: 92.2077 -5.8972 -2.1459 -4.2249 -0.9300 0.2208 0.0340 3.6775 1.0460 2.3889 0.1362 0.1985 1.3969 0.0394 0.9729 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 209: 92.2091 -5.8831 -2.1488 -4.2271 -0.9326 0.2227 0.0337 3.6019 1.0465 2.4005 0.1380 0.1967 1.3949 0.0395 0.9745 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 210: 92.2115 -5.8806 -2.1490 -4.2282 -0.9349 0.2238 0.0324 3.5652 1.0516 2.4211 0.1386 0.1979 1.3941 0.0391 0.9820 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 211: 92.2151 -5.8791 -2.1516 -4.2291 -0.9363 0.2258 0.0318 3.5315 1.0458 2.4465 0.1390 0.1989 1.3918 0.0394 0.9901 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 212: 92.2189 -5.8789 -2.1532 -4.2297 -0.9380 0.2269 0.0312 3.4989 1.0434 2.4718 0.1409 0.1993 1.3884 0.0394 1.0007 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 213: 92.2226 -5.8714 -2.1556 -4.2287 -0.9395 0.2255 0.0313 3.4460 1.0440 2.4800 0.1413 0.1993 1.3859 0.0397 1.0157 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 214: 92.2233 -5.8706 -2.1553 -4.2279 -0.9394 0.2237 0.0309 3.4283 1.0431 2.4809 0.1414 0.2003 1.3849 0.0399 1.0186 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 215: 92.2242 -5.8750 -2.1536 -4.2285 -0.9390 0.2212 0.0312 3.4442 1.0455 2.4800 0.1417 0.2015 1.3830 0.0401 1.0126 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 216: 92.2252 -5.8788 -2.1521 -4.2277 -0.9393 0.2192 0.0316 3.4718 1.0459 2.4791 0.1410 0.2028 1.3817 0.0402 1.0046 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 217: 92.2255 -5.8869 -2.1516 -4.2268 -0.9400 0.2177 0.0322 3.5295 1.0456 2.4751 0.1407 0.2042 1.3814 0.0401 1.0011 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 218: 92.2230 -5.8819 -2.1511 -4.2259 -0.9400 0.2164 0.0327 3.5004 1.0473 2.4693 0.1399 0.2051 1.3784 0.0401 0.9962 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 219: 92.2206 -5.8761 -2.1499 -4.2269 -0.9393 0.2156 0.0325 3.4736 1.0494 2.4667 0.1399 0.2066 1.3794 0.0399 0.9925 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 220: 92.2185 -5.8775 -2.1494 -4.2267 -0.9380 0.2150 0.0331 3.4894 1.0511 2.4596 0.1396 0.2090 1.3788 0.0398 0.9881 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 221: 92.2180 -5.8774 -2.1499 -4.2271 -0.9369 0.2142 0.0328 3.4873 1.0518 2.4559 0.1399 0.2109 1.3776 0.0399 0.9842 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 222: 92.2191 -5.8833 -2.1503 -4.2280 -0.9359 0.2127 0.0328 3.5384 1.0518 2.4533 0.1400 0.2114 1.3778 0.0400 0.9825 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 223: 92.2199 -5.8831 -2.1486 -4.2288 -0.9343 0.2112 0.0326 3.5474 1.0539 2.4515 0.1396 0.2127 1.3795 0.0398 0.9806 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 224: 92.2206 -5.8870 -2.1467 -4.2283 -0.9331 0.2093 0.0324 3.5619 1.0550 2.4482 0.1395 0.2133 1.3805 0.0395 0.9792 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 225: 92.2218 -5.8929 -2.1459 -4.2289 -0.9328 0.2086 0.0322 3.6001 1.0548 2.4492 0.1388 0.2142 1.3804 0.0393 0.9809 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 226: 92.2228 -5.8909 -2.1440 -4.2293 -0.9322 0.2082 0.0320 3.6007 1.0566 2.4513 0.1383 0.2143 1.3826 0.0390 0.9815 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 227: 92.2234 -5.8838 -2.1444 -4.2304 -0.9319 0.2088 0.0319 3.5748 1.0551 2.4562 0.1381 0.2140 1.3814 0.0390 0.9836 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 228: 92.2243 -5.8835 -2.1444 -4.2314 -0.9326 0.2093 0.0317 3.5756 1.0526 2.4607 0.1377 0.2143 1.3824 0.0389 0.9901 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 229: 92.2251 -5.8916 -2.1442 -4.2307 -0.9330 0.2095 0.0318 3.6344 1.0501 2.4580 0.1371 0.2148 1.3850 0.0388 0.9930 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 230: 92.2250 -5.8951 -2.1442 -4.2303 -0.9334 0.2107 0.0318 3.6533 1.0475 2.4550 0.1369 0.2150 1.3872 0.0387 0.9953 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 231: 92.2247 -5.8964 -2.1444 -4.2300 -0.9345 0.2119 0.0322 3.6564 1.0446 2.4549 0.1368 0.2151 1.3899 0.0388 0.9991 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 232: 92.2230 -5.8982 -2.1451 -4.2306 -0.9352 0.2132 0.0326 3.6643 1.0422 2.4591 0.1365 0.2155 1.3934 0.0388 1.0052 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 233: 92.2223 -5.9022 -2.1455 -4.2327 -0.9354 0.2141 0.0329 3.6824 1.0396 2.4697 0.1362 0.2165 1.3970 0.0388 1.0107 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 234: 92.2200 -5.9075 -2.1457 -4.2324 -0.9348 0.2140 0.0335 3.7056 1.0364 2.4735 0.1366 0.2174 1.3977 0.0388 1.0163 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 235: 92.2171 -5.9094 -2.1457 -4.2338 -0.9342 0.2142 0.0342 3.7222 1.0339 2.4854 0.1372 0.2189 1.3999 0.0389 1.0228 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 236: 92.2161 -5.9195 -2.1464 -4.2368 -0.9340 0.2140 0.0346 3.7789 1.0329 2.4986 0.1376 0.2200 1.4007 0.0389 1.0281 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 237: 92.2163 -5.9214 -2.1469 -4.2390 -0.9330 0.2143 0.0347 3.7862 1.0329 2.5074 0.1378 0.2195 1.4030 0.0389 1.0320 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 238: 92.2165 -5.9203 -2.1473 -4.2399 -0.9326 0.2143 0.0347 3.7781 1.0336 2.5100 0.1381 0.2186 1.4031 0.0388 1.0347 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 239: 92.2173 -5.9212 -2.1471 -4.2403 -0.9325 0.2136 0.0344 3.7908 1.0350 2.5128 0.1384 0.2175 1.4021 0.0389 1.0352 0.0718</span> +<span class="r-out co"><span class="r-pr">#></span> 240: 92.2178 -5.9217 -2.1470 -4.2394 -0.9322 0.2133 0.0342 3.8082 1.0363 2.5118 0.1384 0.2169 1.4025 0.0387 1.0345 0.0719</span> +<span class="r-out co"><span class="r-pr">#></span> 241: 92.2177 -5.9200 -2.1470 -4.2383 -0.9318 0.2136 0.0340 3.8123 1.0381 2.5110 0.1385 0.2161 1.4028 0.0387 1.0336 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 242: 92.2170 -5.9109 -2.1478 -4.2371 -0.9308 0.2136 0.0340 3.7766 1.0387 2.5090 0.1385 0.2157 1.4027 0.0386 1.0322 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 243: 92.2165 -5.9029 -2.1484 -4.2371 -0.9300 0.2140 0.0340 3.7433 1.0389 2.5128 0.1386 0.2150 1.4032 0.0385 1.0342 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 244: 92.2161 -5.8998 -2.1489 -4.2374 -0.9294 0.2143 0.0340 3.7242 1.0392 2.5173 0.1386 0.2148 1.4030 0.0384 1.0343 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 245: 92.2153 -5.9048 -2.1494 -4.2370 -0.9291 0.2149 0.0339 3.7491 1.0399 2.5182 0.1386 0.2146 1.4019 0.0383 1.0317 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 246: 92.2147 -5.9093 -2.1498 -4.2371 -0.9289 0.2156 0.0339 3.7727 1.0409 2.5218 0.1384 0.2145 1.4016 0.0382 1.0309 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 247: 92.2143 -5.9124 -2.1503 -4.2368 -0.9286 0.2159 0.0338 3.7972 1.0408 2.5232 0.1383 0.2144 1.4012 0.0382 1.0297 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 248: 92.2137 -5.9122 -2.1500 -4.2367 -0.9286 0.2160 0.0336 3.8036 1.0409 2.5245 0.1382 0.2141 1.4022 0.0381 1.0272 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 249: 92.2133 -5.9101 -2.1501 -4.2364 -0.9288 0.2160 0.0334 3.7984 1.0406 2.5268 0.1383 0.2136 1.4031 0.0381 1.0273 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 250: 92.2139 -5.9115 -2.1502 -4.2368 -0.9289 0.2167 0.0335 3.8015 1.0412 2.5326 0.1380 0.2132 1.4035 0.0381 1.0261 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 251: 92.2132 -5.9123 -2.1502 -4.2373 -0.9297 0.2170 0.0338 3.8015 1.0421 2.5362 0.1376 0.2126 1.4053 0.0379 1.0274 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 252: 92.2128 -5.9106 -2.1502 -4.2366 -0.9299 0.2174 0.0338 3.7931 1.0427 2.5345 0.1371 0.2120 1.4062 0.0379 1.0262 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 253: 92.2118 -5.9098 -2.1492 -4.2364 -0.9297 0.2173 0.0340 3.8011 1.0420 2.5338 0.1369 0.2121 1.4074 0.0378 1.0232 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 254: 92.2107 -5.9104 -2.1479 -4.2362 -0.9296 0.2171 0.0341 3.8085 1.0398 2.5330 0.1366 0.2123 1.4093 0.0377 1.0230 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 255: 92.2103 -5.9133 -2.1466 -4.2359 -0.9299 0.2166 0.0341 3.8219 1.0381 2.5346 0.1363 0.2122 1.4105 0.0377 1.0230 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 256: 92.2094 -5.9171 -2.1453 -4.2356 -0.9299 0.2161 0.0341 3.8498 1.0366 2.5366 0.1362 0.2123 1.4114 0.0375 1.0239 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 257: 92.2091 -5.9169 -2.1441 -4.2353 -0.9302 0.2153 0.0341 3.8529 1.0347 2.5385 0.1360 0.2118 1.4126 0.0375 1.0265 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 258: 92.2089 -5.9191 -2.1431 -4.2349 -0.9301 0.2145 0.0340 3.8608 1.0331 2.5392 0.1359 0.2119 1.4126 0.0375 1.0282 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 259: 92.2093 -5.9249 -2.1426 -4.2337 -0.9301 0.2145 0.0341 3.8853 1.0321 2.5385 0.1361 0.2120 1.4114 0.0374 1.0280 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 260: 92.2095 -5.9297 -2.1415 -4.2328 -0.9303 0.2146 0.0339 3.9108 1.0302 2.5367 0.1358 0.2125 1.4112 0.0373 1.0265 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 261: 92.2096 -5.9341 -2.1407 -4.2321 -0.9307 0.2147 0.0338 3.9343 1.0278 2.5343 0.1356 0.2131 1.4121 0.0373 1.0272 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 262: 92.2094 -5.9342 -2.1398 -4.2312 -0.9310 0.2149 0.0336 3.9314 1.0254 2.5313 0.1356 0.2139 1.4115 0.0372 1.0249 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 263: 92.2088 -5.9376 -2.1388 -4.2304 -0.9313 0.2153 0.0334 3.9452 1.0232 2.5289 0.1357 0.2143 1.4109 0.0371 1.0228 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 264: 92.2077 -5.9410 -2.1379 -4.2301 -0.9317 0.2153 0.0333 3.9571 1.0204 2.5265 0.1356 0.2147 1.4105 0.0371 1.0224 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 265: 92.2069 -5.9454 -2.1374 -4.2296 -0.9322 0.2154 0.0332 3.9800 1.0182 2.5230 0.1356 0.2147 1.4115 0.0371 1.0232 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 266: 92.2067 -5.9463 -2.1370 -4.2291 -0.9324 0.2155 0.0330 3.9809 1.0165 2.5217 0.1354 0.2148 1.4121 0.0371 1.0220 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 267: 92.2064 -5.9492 -2.1368 -4.2282 -0.9329 0.2154 0.0328 3.9874 1.0150 2.5199 0.1357 0.2150 1.4124 0.0370 1.0233 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 268: 92.2065 -5.9468 -2.1360 -4.2276 -0.9333 0.2155 0.0328 3.9722 1.0133 2.5171 0.1362 0.2155 1.4133 0.0369 1.0243 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 269: 92.2066 -5.9438 -2.1352 -4.2267 -0.9335 0.2151 0.0328 3.9526 1.0122 2.5142 0.1367 0.2154 1.4140 0.0369 1.0244 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 270: 92.2067 -5.9388 -2.1351 -4.2259 -0.9339 0.2151 0.0326 3.9283 1.0112 2.5114 0.1370 0.2157 1.4137 0.0368 1.0240 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 271: 92.2069 -5.9350 -2.1344 -4.2252 -0.9342 0.2152 0.0324 3.9072 1.0107 2.5094 0.1370 0.2158 1.4136 0.0367 1.0222 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 272: 92.2069 -5.9317 -2.1341 -4.2246 -0.9348 0.2153 0.0321 3.8870 1.0104 2.5082 0.1372 0.2157 1.4139 0.0366 1.0219 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 273: 92.2068 -5.9289 -2.1340 -4.2240 -0.9348 0.2152 0.0320 3.8711 1.0101 2.5075 0.1373 0.2159 1.4146 0.0366 1.0232 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 274: 92.2067 -5.9271 -2.1337 -4.2239 -0.9350 0.2153 0.0318 3.8569 1.0101 2.5085 0.1377 0.2157 1.4144 0.0366 1.0239 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 275: 92.2063 -5.9264 -2.1339 -4.2235 -0.9353 0.2156 0.0317 3.8476 1.0097 2.5078 0.1382 0.2157 1.4143 0.0365 1.0256 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 276: 92.2059 -5.9271 -2.1339 -4.2231 -0.9354 0.2160 0.0316 3.8417 1.0097 2.5074 0.1387 0.2156 1.4132 0.0365 1.0260 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 277: 92.2059 -5.9283 -2.1342 -4.2225 -0.9356 0.2163 0.0316 3.8412 1.0094 2.5073 0.1393 0.2155 1.4122 0.0364 1.0283 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 278: 92.2062 -5.9278 -2.1341 -4.2220 -0.9361 0.2166 0.0318 3.8331 1.0081 2.5069 0.1397 0.2154 1.4117 0.0364 1.0321 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 279: 92.2061 -5.9264 -2.1341 -4.2214 -0.9363 0.2168 0.0319 3.8188 1.0072 2.5051 0.1402 0.2155 1.4111 0.0364 1.0342 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 280: 92.2057 -5.9263 -2.1344 -4.2211 -0.9365 0.2167 0.0321 3.8114 1.0072 2.5061 0.1406 0.2148 1.4108 0.0365 1.0361 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 281: 92.2048 -5.9269 -2.1344 -4.2208 -0.9365 0.2166 0.0324 3.8082 1.0076 2.5077 0.1410 0.2142 1.4098 0.0365 1.0363 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 282: 92.2045 -5.9257 -2.1347 -4.2205 -0.9366 0.2165 0.0328 3.8040 1.0082 2.5092 0.1413 0.2138 1.4090 0.0365 1.0364 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 283: 92.2038 -5.9235 -2.1348 -4.2201 -0.9363 0.2163 0.0331 3.7955 1.0089 2.5108 0.1415 0.2134 1.4086 0.0365 1.0362 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 284: 92.2032 -5.9234 -2.1348 -4.2198 -0.9359 0.2162 0.0335 3.7945 1.0100 2.5118 0.1420 0.2129 1.4083 0.0365 1.0362 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 285: 92.2028 -5.9236 -2.1347 -4.2193 -0.9360 0.2161 0.0339 3.7930 1.0104 2.5124 0.1422 0.2125 1.4080 0.0365 1.0373 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 286: 92.2020 -5.9221 -2.1344 -4.2187 -0.9355 0.2156 0.0341 3.7872 1.0104 2.5134 0.1425 0.2121 1.4074 0.0364 1.0377 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 287: 92.2013 -5.9213 -2.1341 -4.2183 -0.9354 0.2154 0.0343 3.7888 1.0098 2.5151 0.1428 0.2119 1.4075 0.0364 1.0390 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 288: 92.2003 -5.9195 -2.1339 -4.2182 -0.9355 0.2152 0.0343 3.7831 1.0090 2.5180 0.1430 0.2116 1.4082 0.0364 1.0408 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 289: 92.1995 -5.9186 -2.1339 -4.2182 -0.9355 0.2154 0.0343 3.7805 1.0083 2.5217 0.1429 0.2115 1.4085 0.0364 1.0426 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 290: 92.1984 -5.9180 -2.1339 -4.2177 -0.9354 0.2153 0.0343 3.7767 1.0080 2.5219 0.1427 0.2113 1.4083 0.0365 1.0429 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 291: 92.1975 -5.9167 -2.1334 -4.2175 -0.9355 0.2151 0.0343 3.7701 1.0080 2.5230 0.1427 0.2108 1.4083 0.0364 1.0439 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 292: 92.1971 -5.9175 -2.1330 -4.2166 -0.9356 0.2144 0.0342 3.7722 1.0081 2.5227 0.1426 0.2107 1.4079 0.0364 1.0443 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 293: 92.1963 -5.9188 -2.1330 -4.2157 -0.9357 0.2141 0.0342 3.7768 1.0083 2.5242 0.1425 0.2103 1.4073 0.0364 1.0439 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 294: 92.1953 -5.9189 -2.1328 -4.2157 -0.9357 0.2136 0.0344 3.7727 1.0078 2.5294 0.1427 0.2095 1.4079 0.0364 1.0456 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 295: 92.1946 -5.9171 -2.1329 -4.2153 -0.9355 0.2135 0.0345 3.7623 1.0081 2.5331 0.1426 0.2090 1.4080 0.0364 1.0462 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 296: 92.1940 -5.9154 -2.1329 -4.2150 -0.9354 0.2130 0.0346 3.7523 1.0082 2.5354 0.1425 0.2084 1.4075 0.0365 1.0463 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 297: 92.1934 -5.9128 -2.1330 -4.2145 -0.9351 0.2127 0.0349 3.7395 1.0084 2.5373 0.1423 0.2079 1.4072 0.0365 1.0453 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 298: 92.1932 -5.9128 -2.1332 -4.2138 -0.9347 0.2120 0.0350 3.7372 1.0085 2.5368 0.1423 0.2075 1.4068 0.0365 1.0449 0.0720</span> +<span class="r-out co"><span class="r-pr">#></span> 299: 92.1927 -5.9120 -2.1333 -4.2131 -0.9344 0.2112 0.0352 3.7324 1.0088 2.5366 0.1422 0.2070 1.4059 0.0366 1.0441 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 300: 92.1921 -5.9097 -2.1335 -4.2122 -0.9343 0.2105 0.0353 3.7211 1.0096 2.5357 0.1425 0.2066 1.4050 0.0367 1.0443 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 301: 92.1915 -5.9081 -2.1337 -4.2116 -0.9343 0.2098 0.0355 3.7110 1.0104 2.5355 0.1427 0.2061 1.4041 0.0368 1.0448 0.0721</span> +<span class="r-out co"><span class="r-pr">#></span> 302: 92.1912 -5.9067 -2.1340 -4.2108 -0.9342 0.2092 0.0355 3.7052 1.0114 2.5348 0.1428 0.2055 1.4036 0.0369 1.0442 0.0722</span> +<span class="r-out co"><span class="r-pr">#></span> 303: 92.1913 -5.9039 -2.1342 -4.2113 -0.9342 0.2087 0.0355 3.6925 1.0123 2.5408 0.1430 0.2049 1.4028 0.0369 1.0436 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 304: 92.1920 -5.9012 -2.1342 -4.2119 -0.9342 0.2081 0.0356 3.6781 1.0129 2.5476 0.1432 0.2044 1.4026 0.0369 1.0436 0.0723</span> +<span class="r-out co"><span class="r-pr">#></span> 305: 92.1923 -5.8984 -2.1343 -4.2123 -0.9341 0.2076 0.0354 3.6633 1.0134 2.5525 0.1434 0.2038 1.4022 0.0370 1.0434 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 306: 92.1926 -5.8977 -2.1343 -4.2121 -0.9343 0.2072 0.0354 3.6603 1.0144 2.5567 0.1436 0.2030 1.4022 0.0369 1.0431 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 307: 92.1931 -5.8970 -2.1346 -4.2124 -0.9344 0.2068 0.0353 3.6555 1.0154 2.5617 0.1438 0.2021 1.4017 0.0370 1.0431 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 308: 92.1935 -5.8963 -2.1347 -4.2127 -0.9343 0.2062 0.0351 3.6486 1.0166 2.5665 0.1439 0.2012 1.4017 0.0370 1.0431 0.0724</span> +<span class="r-out co"><span class="r-pr">#></span> 309: 92.1934 -5.8965 -2.1349 -4.2130 -0.9344 0.2058 0.0350 3.6454 1.0180 2.5711 0.1439 0.2003 1.4013 0.0370 1.0427 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 310: 92.1935 -5.8965 -2.1349 -4.2133 -0.9345 0.2055 0.0350 3.6401 1.0193 2.5761 0.1439 0.1993 1.4013 0.0371 1.0418 0.0725</span> +<span class="r-out co"><span class="r-pr">#></span> 311: 92.1931 -5.8976 -2.1349 -4.2139 -0.9346 0.2052 0.0349 3.6416 1.0207 2.5820 0.1437 0.1982 1.4015 0.0370 1.0411 0.0726</span> +<span class="r-out co"><span class="r-pr">#></span> 312: 92.1928 -5.8995 -2.1350 -4.2149 -0.9349 0.2053 0.0350 3.6472 1.0222 2.5902 0.1437 0.1972 1.4018 0.0370 1.0412 0.0727</span> +<span class="r-out co"><span class="r-pr">#></span> 313: 92.1922 -5.8999 -2.1350 -4.2159 -0.9352 0.2055 0.0350 3.6450 1.0236 2.5989 0.1436 0.1962 1.4017 0.0369 1.0407 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 314: 92.1913 -5.9021 -2.1353 -4.2171 -0.9353 0.2055 0.0350 3.6532 1.0244 2.6086 0.1437 0.1951 1.4019 0.0369 1.0409 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 315: 92.1905 -5.9033 -2.1358 -4.2178 -0.9354 0.2055 0.0351 3.6591 1.0252 2.6142 0.1438 0.1941 1.4018 0.0369 1.0420 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 316: 92.1895 -5.9043 -2.1358 -4.2186 -0.9352 0.2053 0.0352 3.6648 1.0266 2.6207 0.1441 0.1934 1.4016 0.0369 1.0420 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 317: 92.1888 -5.9041 -2.1359 -4.2200 -0.9352 0.2052 0.0352 3.6673 1.0278 2.6312 0.1444 0.1926 1.4014 0.0369 1.0416 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 318: 92.1879 -5.9039 -2.1360 -4.2212 -0.9352 0.2052 0.0354 3.6670 1.0292 2.6380 0.1446 0.1919 1.4010 0.0369 1.0403 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 319: 92.1871 -5.9046 -2.1361 -4.2222 -0.9353 0.2052 0.0354 3.6709 1.0306 2.6432 0.1448 0.1912 1.4008 0.0369 1.0394 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 320: 92.1863 -5.9023 -2.1365 -4.2229 -0.9355 0.2052 0.0355 3.6602 1.0318 2.6466 0.1448 0.1903 1.4011 0.0369 1.0398 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 321: 92.1855 -5.8996 -2.1368 -4.2236 -0.9354 0.2053 0.0355 3.6491 1.0329 2.6505 0.1448 0.1895 1.4017 0.0369 1.0402 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 322: 92.1850 -5.8979 -2.1370 -4.2243 -0.9353 0.2057 0.0356 3.6399 1.0341 2.6534 0.1447 0.1888 1.4020 0.0368 1.0394 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 323: 92.1844 -5.8984 -2.1371 -4.2251 -0.9352 0.2059 0.0356 3.6431 1.0346 2.6566 0.1447 0.1882 1.4026 0.0368 1.0389 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 324: 92.1838 -5.8967 -2.1372 -4.2257 -0.9353 0.2062 0.0356 3.6392 1.0351 2.6598 0.1445 0.1875 1.4031 0.0368 1.0382 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 325: 92.1835 -5.8936 -2.1374 -4.2264 -0.9351 0.2066 0.0355 3.6288 1.0352 2.6633 0.1444 0.1869 1.4043 0.0367 1.0391 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 326: 92.1837 -5.8936 -2.1376 -4.2276 -0.9350 0.2071 0.0354 3.6296 1.0354 2.6684 0.1444 0.1865 1.4043 0.0367 1.0380 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 327: 92.1837 -5.8943 -2.1378 -4.2289 -0.9347 0.2076 0.0354 3.6348 1.0357 2.6746 0.1444 0.1860 1.4043 0.0366 1.0380 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 328: 92.1838 -5.8953 -2.1380 -4.2297 -0.9345 0.2081 0.0354 3.6456 1.0360 2.6776 0.1444 0.1856 1.4043 0.0366 1.0379 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 329: 92.1836 -5.8974 -2.1383 -4.2305 -0.9342 0.2085 0.0356 3.6591 1.0361 2.6802 0.1444 0.1852 1.4043 0.0366 1.0385 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 330: 92.1832 -5.8994 -2.1387 -4.2305 -0.9342 0.2088 0.0358 3.6715 1.0364 2.6798 0.1443 0.1849 1.4037 0.0367 1.0378 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 331: 92.1826 -5.8983 -2.1391 -4.2302 -0.9342 0.2091 0.0357 3.6670 1.0368 2.6800 0.1442 0.1845 1.4038 0.0367 1.0379 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 332: 92.1824 -5.8959 -2.1396 -4.2301 -0.9341 0.2097 0.0357 3.6576 1.0375 2.6792 0.1442 0.1842 1.4034 0.0367 1.0372 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 333: 92.1826 -5.8937 -2.1401 -4.2304 -0.9340 0.2104 0.0356 3.6487 1.0383 2.6798 0.1442 0.1838 1.4029 0.0367 1.0360 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 334: 92.1825 -5.8911 -2.1407 -4.2311 -0.9339 0.2112 0.0355 3.6378 1.0390 2.6825 0.1444 0.1834 1.4025 0.0367 1.0349 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 335: 92.1830 -5.8887 -2.1411 -4.2317 -0.9336 0.2118 0.0355 3.6294 1.0396 2.6850 0.1444 0.1830 1.4022 0.0367 1.0338 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 336: 92.1834 -5.8872 -2.1413 -4.2324 -0.9334 0.2124 0.0356 3.6249 1.0402 2.6880 0.1444 0.1825 1.4024 0.0367 1.0339 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 337: 92.1835 -5.8869 -2.1416 -4.2334 -0.9332 0.2131 0.0356 3.6252 1.0411 2.6926 0.1443 0.1821 1.4029 0.0366 1.0330 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 338: 92.1839 -5.8882 -2.1418 -4.2346 -0.9333 0.2137 0.0357 3.6332 1.0421 2.6972 0.1441 0.1815 1.4036 0.0366 1.0324 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 339: 92.1845 -5.8869 -2.1420 -4.2358 -0.9332 0.2143 0.0357 3.6261 1.0428 2.7021 0.1439 0.1810 1.4043 0.0366 1.0322 0.0742</span> +<span class="r-out co"><span class="r-pr">#></span> 340: 92.1846 -5.8863 -2.1421 -4.2367 -0.9331 0.2147 0.0357 3.6242 1.0436 2.7060 0.1439 0.1804 1.4049 0.0365 1.0328 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 341: 92.1848 -5.8847 -2.1421 -4.2378 -0.9330 0.2150 0.0356 3.6177 1.0442 2.7099 0.1439 0.1798 1.4056 0.0366 1.0334 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 342: 92.1848 -5.8838 -2.1421 -4.2390 -0.9330 0.2154 0.0355 3.6114 1.0449 2.7151 0.1438 0.1792 1.4064 0.0365 1.0332 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 343: 92.1849 -5.8840 -2.1423 -4.2398 -0.9330 0.2157 0.0353 3.6109 1.0459 2.7191 0.1438 0.1785 1.4060 0.0366 1.0334 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 344: 92.1851 -5.8839 -2.1423 -4.2406 -0.9330 0.2159 0.0352 3.6092 1.0467 2.7229 0.1440 0.1779 1.4060 0.0365 1.0338 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 345: 92.1850 -5.8841 -2.1424 -4.2414 -0.9331 0.2162 0.0352 3.6070 1.0472 2.7263 0.1441 0.1774 1.4056 0.0365 1.0341 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 346: 92.1848 -5.8839 -2.1424 -4.2420 -0.9333 0.2164 0.0352 3.6048 1.0479 2.7292 0.1443 0.1769 1.4058 0.0365 1.0344 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 347: 92.1846 -5.8835 -2.1425 -4.2427 -0.9334 0.2166 0.0353 3.6017 1.0495 2.7330 0.1444 0.1763 1.4053 0.0365 1.0343 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 348: 92.1846 -5.8825 -2.1427 -4.2434 -0.9336 0.2168 0.0353 3.5968 1.0508 2.7362 0.1445 0.1757 1.4051 0.0365 1.0343 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 349: 92.1846 -5.8820 -2.1432 -4.2444 -0.9337 0.2172 0.0352 3.5937 1.0519 2.7412 0.1446 0.1752 1.4047 0.0365 1.0343 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 350: 92.1845 -5.8817 -2.1435 -4.2454 -0.9338 0.2179 0.0351 3.5899 1.0526 2.7460 0.1448 0.1747 1.4042 0.0365 1.0339 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 351: 92.1844 -5.8824 -2.1439 -4.2468 -0.9338 0.2184 0.0350 3.5917 1.0535 2.7531 0.1448 0.1740 1.4041 0.0365 1.0336 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 352: 92.1840 -5.8840 -2.1442 -4.2482 -0.9338 0.2189 0.0350 3.6013 1.0543 2.7603 0.1450 0.1734 1.4044 0.0364 1.0342 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 353: 92.1838 -5.8848 -2.1445 -4.2492 -0.9336 0.2194 0.0349 3.6030 1.0552 2.7652 0.1451 0.1730 1.4043 0.0364 1.0338 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 354: 92.1838 -5.8835 -2.1449 -4.2501 -0.9336 0.2197 0.0349 3.5961 1.0563 2.7697 0.1452 0.1723 1.4044 0.0364 1.0342 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 355: 92.1837 -5.8826 -2.1453 -4.2511 -0.9335 0.2199 0.0348 3.5910 1.0569 2.7757 0.1451 0.1718 1.4053 0.0364 1.0348 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 356: 92.1835 -5.8826 -2.1456 -4.2520 -0.9334 0.2198 0.0348 3.5922 1.0577 2.7815 0.1451 0.1712 1.4054 0.0364 1.0352 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 357: 92.1834 -5.8818 -2.1457 -4.2525 -0.9334 0.2198 0.0349 3.5894 1.0588 2.7852 0.1449 0.1706 1.4058 0.0364 1.0354 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 358: 92.1834 -5.8808 -2.1459 -4.2531 -0.9334 0.2197 0.0348 3.5861 1.0600 2.7891 0.1449 0.1701 1.4062 0.0364 1.0361 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 359: 92.1833 -5.8799 -2.1459 -4.2533 -0.9333 0.2197 0.0350 3.5822 1.0607 2.7903 0.1448 0.1696 1.4063 0.0364 1.0360 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 360: 92.1831 -5.8792 -2.1460 -4.2534 -0.9332 0.2196 0.0351 3.5787 1.0613 2.7914 0.1446 0.1691 1.4065 0.0364 1.0361 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 361: 92.1831 -5.8785 -2.1460 -4.2542 -0.9331 0.2196 0.0351 3.5771 1.0620 2.7969 0.1445 0.1688 1.4072 0.0364 1.0366 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 362: 92.1832 -5.8780 -2.1462 -4.2547 -0.9331 0.2195 0.0351 3.5750 1.0625 2.8017 0.1443 0.1683 1.4079 0.0363 1.0369 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 363: 92.1830 -5.8788 -2.1464 -4.2551 -0.9331 0.2192 0.0351 3.5785 1.0630 2.8057 0.1443 0.1677 1.4081 0.0363 1.0377 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 364: 92.1829 -5.8778 -2.1466 -4.2554 -0.9332 0.2193 0.0350 3.5747 1.0634 2.8092 0.1443 0.1672 1.4084 0.0363 1.0386 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 365: 92.1830 -5.8782 -2.1466 -4.2558 -0.9332 0.2192 0.0350 3.5771 1.0638 2.8135 0.1443 0.1667 1.4086 0.0363 1.0385 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 366: 92.1830 -5.8795 -2.1465 -4.2564 -0.9332 0.2190 0.0350 3.5838 1.0645 2.8190 0.1444 0.1661 1.4086 0.0363 1.0390 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 367: 92.1826 -5.8801 -2.1465 -4.2569 -0.9333 0.2191 0.0349 3.5867 1.0652 2.8232 0.1445 0.1657 1.4086 0.0362 1.0388 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 368: 92.1824 -5.8799 -2.1465 -4.2571 -0.9333 0.2193 0.0348 3.5859 1.0654 2.8252 0.1445 0.1653 1.4088 0.0362 1.0385 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 369: 92.1822 -5.8803 -2.1467 -4.2572 -0.9333 0.2193 0.0348 3.5846 1.0653 2.8261 0.1444 0.1648 1.4086 0.0362 1.0393 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 370: 92.1820 -5.8802 -2.1469 -4.2575 -0.9333 0.2195 0.0348 3.5822 1.0653 2.8273 0.1444 0.1645 1.4088 0.0362 1.0396 0.0744</span> +<span class="r-out co"><span class="r-pr">#></span> 371: 92.1818 -5.8806 -2.1470 -4.2575 -0.9333 0.2198 0.0348 3.5819 1.0649 2.8277 0.1443 0.1642 1.4091 0.0362 1.0403 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 372: 92.1818 -5.8804 -2.1473 -4.2580 -0.9332 0.2202 0.0348 3.5795 1.0645 2.8300 0.1441 0.1640 1.4096 0.0362 1.0418 0.0743</span> +<span class="r-out co"><span class="r-pr">#></span> 373: 92.1816 -5.8812 -2.1475 -4.2580 -0.9332 0.2203 0.0348 3.5816 1.0644 2.8298 0.1441 0.1639 1.4100 0.0362 1.0439 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 374: 92.1815 -5.8817 -2.1477 -4.2578 -0.9333 0.2203 0.0349 3.5819 1.0641 2.8282 0.1440 0.1641 1.4099 0.0362 1.0443 0.0741</span> +<span class="r-out co"><span class="r-pr">#></span> 375: 92.1817 -5.8828 -2.1479 -4.2574 -0.9335 0.2204 0.0351 3.5853 1.0636 2.8267 0.1440 0.1642 1.4100 0.0362 1.0457 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 376: 92.1819 -5.8826 -2.1479 -4.2573 -0.9338 0.2206 0.0353 3.5843 1.0634 2.8246 0.1440 0.1643 1.4100 0.0362 1.0464 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 377: 92.1819 -5.8826 -2.1480 -4.2572 -0.9339 0.2206 0.0354 3.5819 1.0633 2.8225 0.1440 0.1644 1.4097 0.0363 1.0470 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 378: 92.1819 -5.8821 -2.1481 -4.2571 -0.9340 0.2205 0.0355 3.5777 1.0633 2.8206 0.1440 0.1644 1.4093 0.0363 1.0468 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 379: 92.1819 -5.8823 -2.1481 -4.2573 -0.9340 0.2205 0.0356 3.5746 1.0633 2.8201 0.1439 0.1645 1.4092 0.0363 1.0468 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 380: 92.1820 -5.8809 -2.1481 -4.2570 -0.9340 0.2205 0.0356 3.5665 1.0634 2.8178 0.1439 0.1647 1.4093 0.0363 1.0463 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 381: 92.1823 -5.8795 -2.1481 -4.2568 -0.9338 0.2204 0.0357 3.5586 1.0635 2.8170 0.1439 0.1648 1.4095 0.0363 1.0456 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 382: 92.1828 -5.8783 -2.1481 -4.2571 -0.9339 0.2203 0.0357 3.5514 1.0636 2.8183 0.1441 0.1649 1.4093 0.0363 1.0462 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 383: 92.1827 -5.8773 -2.1480 -4.2569 -0.9340 0.2202 0.0357 3.5459 1.0633 2.8173 0.1441 0.1650 1.4094 0.0363 1.0465 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 384: 92.1825 -5.8763 -2.1482 -4.2568 -0.9341 0.2202 0.0357 3.5397 1.0636 2.8165 0.1441 0.1650 1.4094 0.0363 1.0467 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 385: 92.1822 -5.8761 -2.1483 -4.2567 -0.9341 0.2201 0.0357 3.5363 1.0641 2.8160 0.1440 0.1650 1.4094 0.0363 1.0469 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 386: 92.1820 -5.8763 -2.1485 -4.2567 -0.9342 0.2200 0.0356 3.5365 1.0645 2.8157 0.1441 0.1648 1.4092 0.0364 1.0478 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 387: 92.1819 -5.8767 -2.1486 -4.2567 -0.9343 0.2201 0.0358 3.5383 1.0652 2.8156 0.1442 0.1646 1.4090 0.0364 1.0480 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 388: 92.1818 -5.8772 -2.1488 -4.2569 -0.9344 0.2202 0.0359 3.5400 1.0656 2.8153 0.1443 0.1645 1.4086 0.0364 1.0480 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 389: 92.1816 -5.8765 -2.1489 -4.2569 -0.9344 0.2203 0.0359 3.5369 1.0660 2.8145 0.1443 0.1644 1.4083 0.0364 1.0476 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 390: 92.1815 -5.8761 -2.1490 -4.2569 -0.9343 0.2205 0.0359 3.5349 1.0664 2.8136 0.1444 0.1644 1.4080 0.0364 1.0472 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 391: 92.1814 -5.8749 -2.1492 -4.2572 -0.9343 0.2207 0.0359 3.5313 1.0668 2.8153 0.1445 0.1643 1.4077 0.0364 1.0465 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 392: 92.1812 -5.8733 -2.1494 -4.2571 -0.9344 0.2210 0.0359 3.5248 1.0674 2.8141 0.1445 0.1642 1.4073 0.0364 1.0457 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 393: 92.1811 -5.8727 -2.1497 -4.2570 -0.9345 0.2212 0.0359 3.5226 1.0679 2.8127 0.1445 0.1642 1.4071 0.0364 1.0457 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 394: 92.1811 -5.8712 -2.1500 -4.2572 -0.9346 0.2214 0.0360 3.5174 1.0684 2.8132 0.1446 0.1641 1.4067 0.0364 1.0456 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 395: 92.1810 -5.8714 -2.1501 -4.2579 -0.9348 0.2217 0.0361 3.5182 1.0685 2.8171 0.1445 0.1641 1.4065 0.0364 1.0452 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 396: 92.1809 -5.8711 -2.1501 -4.2582 -0.9350 0.2220 0.0363 3.5161 1.0681 2.8184 0.1446 0.1639 1.4063 0.0364 1.0447 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 397: 92.1809 -5.8707 -2.1503 -4.2585 -0.9352 0.2222 0.0363 3.5119 1.0684 2.8197 0.1446 0.1637 1.4065 0.0364 1.0442 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 398: 92.1808 -5.8703 -2.1503 -4.2591 -0.9354 0.2224 0.0363 3.5084 1.0689 2.8218 0.1447 0.1634 1.4064 0.0364 1.0445 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 399: 92.1806 -5.8711 -2.1503 -4.2596 -0.9355 0.2226 0.0364 3.5114 1.0691 2.8234 0.1447 0.1629 1.4061 0.0364 1.0447 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 400: 92.1806 -5.8713 -2.1503 -4.2601 -0.9356 0.2229 0.0366 3.5113 1.0695 2.8253 0.1448 0.1626 1.4059 0.0364 1.0440 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 401: 92.1804 -5.8709 -2.1503 -4.2604 -0.9357 0.2231 0.0367 3.5089 1.0696 2.8266 0.1448 0.1624 1.4058 0.0364 1.0440 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 402: 92.1801 -5.8705 -2.1502 -4.2606 -0.9358 0.2232 0.0368 3.5071 1.0695 2.8268 0.1447 0.1621 1.4060 0.0364 1.0447 0.0740</span> +<span class="r-out co"><span class="r-pr">#></span> 403: 92.1800 -5.8708 -2.1503 -4.2610 -0.9359 0.2234 0.0369 3.5083 1.0697 2.8271 0.1447 0.1618 1.4056 0.0365 1.0448 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 404: 92.1798 -5.8709 -2.1505 -4.2612 -0.9360 0.2237 0.0369 3.5085 1.0699 2.8262 0.1447 0.1616 1.4055 0.0365 1.0449 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 405: 92.1795 -5.8705 -2.1503 -4.2613 -0.9360 0.2239 0.0370 3.5059 1.0698 2.8254 0.1448 0.1615 1.4052 0.0364 1.0449 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 406: 92.1792 -5.8710 -2.1504 -4.2613 -0.9359 0.2243 0.0371 3.5069 1.0696 2.8244 0.1449 0.1614 1.4049 0.0364 1.0447 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 407: 92.1788 -5.8718 -2.1505 -4.2614 -0.9359 0.2243 0.0372 3.5092 1.0697 2.8234 0.1449 0.1614 1.4046 0.0364 1.0448 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 408: 92.1786 -5.8729 -2.1505 -4.2615 -0.9360 0.2245 0.0373 3.5140 1.0699 2.8223 0.1449 0.1612 1.4045 0.0365 1.0455 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 409: 92.1784 -5.8740 -2.1506 -4.2615 -0.9360 0.2246 0.0373 3.5192 1.0700 2.8213 0.1450 0.1610 1.4042 0.0365 1.0462 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 410: 92.1782 -5.8753 -2.1505 -4.2616 -0.9361 0.2246 0.0373 3.5248 1.0705 2.8205 0.1450 0.1607 1.4040 0.0365 1.0465 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 411: 92.1780 -5.8758 -2.1503 -4.2619 -0.9362 0.2247 0.0374 3.5249 1.0707 2.8204 0.1449 0.1605 1.4043 0.0364 1.0467 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 412: 92.1778 -5.8759 -2.1502 -4.2621 -0.9363 0.2248 0.0374 3.5238 1.0707 2.8209 0.1448 0.1602 1.4045 0.0364 1.0466 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 413: 92.1779 -5.8759 -2.1501 -4.2623 -0.9364 0.2249 0.0374 3.5225 1.0711 2.8213 0.1448 0.1600 1.4043 0.0364 1.0460 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 414: 92.1781 -5.8754 -2.1500 -4.2622 -0.9364 0.2250 0.0374 3.5205 1.0710 2.8203 0.1448 0.1599 1.4047 0.0364 1.0456 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 415: 92.1781 -5.8750 -2.1499 -4.2623 -0.9363 0.2251 0.0374 3.5187 1.0709 2.8190 0.1448 0.1598 1.4050 0.0364 1.0448 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 416: 92.1783 -5.8747 -2.1500 -4.2624 -0.9363 0.2252 0.0375 3.5216 1.0708 2.8187 0.1448 0.1598 1.4052 0.0364 1.0440 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 417: 92.1783 -5.8738 -2.1500 -4.2625 -0.9362 0.2252 0.0375 3.5219 1.0712 2.8188 0.1447 0.1597 1.4055 0.0364 1.0438 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 418: 92.1784 -5.8735 -2.1501 -4.2627 -0.9360 0.2254 0.0375 3.5222 1.0715 2.8193 0.1448 0.1596 1.4057 0.0364 1.0438 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 419: 92.1784 -5.8725 -2.1501 -4.2629 -0.9358 0.2255 0.0376 3.5190 1.0719 2.8202 0.1447 0.1594 1.4060 0.0364 1.0436 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 420: 92.1785 -5.8713 -2.1500 -4.2633 -0.9357 0.2256 0.0377 3.5152 1.0723 2.8213 0.1447 0.1592 1.4065 0.0364 1.0439 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 421: 92.1786 -5.8697 -2.1500 -4.2639 -0.9355 0.2257 0.0377 3.5100 1.0728 2.8232 0.1448 0.1592 1.4068 0.0364 1.0436 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 422: 92.1787 -5.8683 -2.1502 -4.2645 -0.9352 0.2260 0.0377 3.5051 1.0732 2.8258 0.1448 0.1592 1.4069 0.0364 1.0432 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 423: 92.1788 -5.8667 -2.1504 -4.2653 -0.9350 0.2262 0.0377 3.4992 1.0736 2.8292 0.1448 0.1592 1.4071 0.0364 1.0435 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 424: 92.1789 -5.8659 -2.1505 -4.2661 -0.9349 0.2263 0.0378 3.4972 1.0739 2.8324 0.1448 0.1591 1.4069 0.0364 1.0439 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 425: 92.1788 -5.8649 -2.1505 -4.2669 -0.9349 0.2263 0.0378 3.4947 1.0740 2.8358 0.1448 0.1590 1.4071 0.0364 1.0438 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 426: 92.1788 -5.8643 -2.1506 -4.2677 -0.9348 0.2265 0.0377 3.4922 1.0743 2.8389 0.1448 0.1589 1.4070 0.0365 1.0437 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 427: 92.1785 -5.8637 -2.1506 -4.2683 -0.9347 0.2266 0.0378 3.4895 1.0747 2.8425 0.1448 0.1588 1.4068 0.0365 1.0434 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 428: 92.1783 -5.8627 -2.1507 -4.2689 -0.9347 0.2268 0.0378 3.4870 1.0749 2.8464 0.1447 0.1586 1.4070 0.0365 1.0434 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 429: 92.1782 -5.8617 -2.1509 -4.2696 -0.9347 0.2271 0.0379 3.4845 1.0752 2.8500 0.1446 0.1584 1.4072 0.0365 1.0439 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 430: 92.1783 -5.8608 -2.1510 -4.2701 -0.9347 0.2274 0.0379 3.4830 1.0755 2.8526 0.1446 0.1582 1.4075 0.0365 1.0443 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 431: 92.1784 -5.8606 -2.1511 -4.2704 -0.9348 0.2275 0.0379 3.4825 1.0757 2.8532 0.1446 0.1580 1.4076 0.0365 1.0439 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 432: 92.1784 -5.8610 -2.1512 -4.2707 -0.9350 0.2275 0.0378 3.4833 1.0761 2.8539 0.1447 0.1578 1.4079 0.0365 1.0443 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 433: 92.1783 -5.8618 -2.1512 -4.2711 -0.9351 0.2276 0.0378 3.4867 1.0768 2.8554 0.1447 0.1577 1.4078 0.0366 1.0440 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 434: 92.1784 -5.8612 -2.1513 -4.2714 -0.9350 0.2278 0.0378 3.4858 1.0774 2.8564 0.1448 0.1577 1.4074 0.0365 1.0430 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 435: 92.1783 -5.8610 -2.1513 -4.2718 -0.9348 0.2279 0.0377 3.4874 1.0779 2.8581 0.1448 0.1576 1.4072 0.0366 1.0423 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 436: 92.1781 -5.8610 -2.1513 -4.2721 -0.9346 0.2280 0.0376 3.4879 1.0789 2.8598 0.1448 0.1575 1.4070 0.0365 1.0417 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 437: 92.1781 -5.8610 -2.1511 -4.2726 -0.9345 0.2279 0.0376 3.4886 1.0794 2.8618 0.1449 0.1574 1.4071 0.0365 1.0417 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 438: 92.1781 -5.8609 -2.1510 -4.2730 -0.9345 0.2280 0.0375 3.4893 1.0797 2.8641 0.1449 0.1573 1.4075 0.0365 1.0420 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 439: 92.1781 -5.8608 -2.1509 -4.2734 -0.9343 0.2280 0.0374 3.4894 1.0803 2.8659 0.1449 0.1573 1.4076 0.0365 1.0421 0.0739</span> +<span class="r-out co"><span class="r-pr">#></span> 440: 92.1780 -5.8603 -2.1510 -4.2737 -0.9343 0.2279 0.0374 3.4885 1.0808 2.8674 0.1448 0.1573 1.4079 0.0365 1.0430 0.0738</span> +<span class="r-out co"><span class="r-pr">#></span> 441: 92.1779 -5.8600 -2.1510 -4.2738 -0.9342 0.2279 0.0373 3.4899 1.0811 2.8686 0.1447 0.1574 1.4086 0.0365 1.0445 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 442: 92.1779 -5.8600 -2.1509 -4.2737 -0.9343 0.2278 0.0372 3.4925 1.0814 2.8691 0.1447 0.1575 1.4088 0.0365 1.0451 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 443: 92.1780 -5.8598 -2.1509 -4.2739 -0.9341 0.2278 0.0372 3.4949 1.0819 2.8705 0.1447 0.1576 1.4092 0.0365 1.0453 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 444: 92.1779 -5.8593 -2.1510 -4.2742 -0.9340 0.2277 0.0371 3.4951 1.0824 2.8717 0.1447 0.1576 1.4096 0.0365 1.0455 0.0737</span> +<span class="r-out co"><span class="r-pr">#></span> 445: 92.1777 -5.8593 -2.1511 -4.2744 -0.9338 0.2275 0.0371 3.4999 1.0828 2.8729 0.1448 0.1576 1.4100 0.0365 1.0461 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 446: 92.1774 -5.8600 -2.1511 -4.2748 -0.9338 0.2274 0.0372 3.5051 1.0837 2.8747 0.1449 0.1576 1.4099 0.0365 1.0464 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 447: 92.1771 -5.8604 -2.1512 -4.2751 -0.9338 0.2273 0.0373 3.5087 1.0844 2.8758 0.1449 0.1575 1.4097 0.0365 1.0467 0.0736</span> +<span class="r-out co"><span class="r-pr">#></span> 448: 92.1769 -5.8607 -2.1513 -4.2756 -0.9336 0.2272 0.0374 3.5124 1.0849 2.8778 0.1449 0.1575 1.4098 0.0365 1.0470 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 449: 92.1768 -5.8611 -2.1515 -4.2759 -0.9337 0.2270 0.0374 3.5165 1.0853 2.8789 0.1449 0.1575 1.4101 0.0365 1.0473 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 450: 92.1766 -5.8611 -2.1515 -4.2762 -0.9337 0.2269 0.0374 3.5158 1.0859 2.8800 0.1448 0.1576 1.4102 0.0365 1.0474 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 451: 92.1762 -5.8615 -2.1514 -4.2765 -0.9337 0.2267 0.0374 3.5202 1.0866 2.8812 0.1447 0.1576 1.4104 0.0365 1.0477 0.0735</span> +<span class="r-out co"><span class="r-pr">#></span> 452: 92.1761 -5.8622 -2.1514 -4.2767 -0.9337 0.2264 0.0374 3.5232 1.0871 2.8824 0.1447 0.1576 1.4103 0.0365 1.0479 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 453: 92.1760 -5.8621 -2.1514 -4.2776 -0.9336 0.2261 0.0373 3.5247 1.0878 2.8901 0.1447 0.1576 1.4103 0.0365 1.0480 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 454: 92.1759 -5.8611 -2.1513 -4.2781 -0.9335 0.2259 0.0373 3.5206 1.0882 2.8939 0.1448 0.1575 1.4104 0.0365 1.0483 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 455: 92.1758 -5.8599 -2.1513 -4.2788 -0.9336 0.2258 0.0372 3.5151 1.0887 2.9010 0.1448 0.1575 1.4104 0.0365 1.0485 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 456: 92.1760 -5.8583 -2.1512 -4.2797 -0.9335 0.2258 0.0372 3.5086 1.0892 2.9081 0.1448 0.1574 1.4105 0.0365 1.0483 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 457: 92.1761 -5.8575 -2.1513 -4.2804 -0.9334 0.2257 0.0371 3.5041 1.0896 2.9144 0.1449 0.1574 1.4103 0.0365 1.0480 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 458: 92.1763 -5.8569 -2.1512 -4.2813 -0.9334 0.2257 0.0370 3.5014 1.0901 2.9227 0.1449 0.1574 1.4102 0.0365 1.0476 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 459: 92.1763 -5.8565 -2.1512 -4.2816 -0.9334 0.2256 0.0370 3.4991 1.0908 2.9248 0.1449 0.1573 1.4100 0.0365 1.0471 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 460: 92.1764 -5.8557 -2.1513 -4.2818 -0.9333 0.2256 0.0370 3.4957 1.0915 2.9258 0.1449 0.1572 1.4097 0.0365 1.0466 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 461: 92.1765 -5.8550 -2.1515 -4.2822 -0.9333 0.2255 0.0370 3.4923 1.0921 2.9296 0.1449 0.1571 1.4097 0.0365 1.0464 0.0734</span> +<span class="r-out co"><span class="r-pr">#></span> 462: 92.1764 -5.8546 -2.1517 -4.2824 -0.9333 0.2256 0.0370 3.4897 1.0925 2.9319 0.1448 0.1569 1.4093 0.0365 1.0463 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 463: 92.1763 -5.8539 -2.1519 -4.2830 -0.9333 0.2256 0.0369 3.4863 1.0928 2.9373 0.1449 0.1568 1.4093 0.0366 1.0463 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 464: 92.1763 -5.8532 -2.1520 -4.2833 -0.9333 0.2257 0.0370 3.4825 1.0933 2.9405 0.1448 0.1567 1.4093 0.0366 1.0462 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 465: 92.1762 -5.8528 -2.1521 -4.2837 -0.9335 0.2257 0.0370 3.4795 1.0938 2.9433 0.1448 0.1567 1.4093 0.0366 1.0464 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 466: 92.1762 -5.8530 -2.1523 -4.2840 -0.9336 0.2256 0.0370 3.4780 1.0943 2.9462 0.1448 0.1566 1.4089 0.0366 1.0466 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 467: 92.1764 -5.8529 -2.1524 -4.2846 -0.9337 0.2256 0.0371 3.4751 1.0948 2.9506 0.1447 0.1565 1.4087 0.0366 1.0465 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 468: 92.1765 -5.8531 -2.1525 -4.2849 -0.9337 0.2255 0.0371 3.4734 1.0952 2.9523 0.1447 0.1563 1.4087 0.0366 1.0465 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 469: 92.1767 -5.8533 -2.1525 -4.2853 -0.9337 0.2254 0.0372 3.4754 1.0958 2.9540 0.1447 0.1561 1.4090 0.0366 1.0472 0.0733</span> +<span class="r-out co"><span class="r-pr">#></span> 470: 92.1767 -5.8536 -2.1525 -4.2858 -0.9338 0.2254 0.0373 3.4780 1.0965 2.9571 0.1448 0.1559 1.4094 0.0366 1.0478 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 471: 92.1767 -5.8540 -2.1525 -4.2864 -0.9338 0.2254 0.0373 3.4812 1.0970 2.9606 0.1447 0.1558 1.4099 0.0366 1.0482 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 472: 92.1766 -5.8547 -2.1526 -4.2871 -0.9339 0.2255 0.0373 3.4844 1.0975 2.9645 0.1446 0.1556 1.4101 0.0366 1.0482 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 473: 92.1764 -5.8549 -2.1527 -4.2875 -0.9339 0.2255 0.0373 3.4848 1.0977 2.9672 0.1446 0.1554 1.4100 0.0366 1.0482 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 474: 92.1762 -5.8553 -2.1528 -4.2880 -0.9338 0.2256 0.0373 3.4855 1.0979 2.9700 0.1445 0.1552 1.4104 0.0366 1.0484 0.0732</span> +<span class="r-out co"><span class="r-pr">#></span> 475: 92.1763 -5.8561 -2.1530 -4.2884 -0.9338 0.2256 0.0374 3.4885 1.0981 2.9726 0.1445 0.1549 1.4103 0.0366 1.0484 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 476: 92.1763 -5.8564 -2.1530 -4.2885 -0.9339 0.2258 0.0374 3.4914 1.0983 2.9734 0.1444 0.1548 1.4106 0.0366 1.0484 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 477: 92.1763 -5.8565 -2.1531 -4.2888 -0.9340 0.2259 0.0373 3.4941 1.0985 2.9755 0.1443 0.1546 1.4108 0.0366 1.0487 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 478: 92.1763 -5.8576 -2.1532 -4.2889 -0.9340 0.2258 0.0373 3.4995 1.0987 2.9772 0.1442 0.1544 1.4111 0.0366 1.0490 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 479: 92.1765 -5.8593 -2.1533 -4.2890 -0.9342 0.2259 0.0372 3.5086 1.0990 2.9787 0.1442 0.1544 1.4113 0.0366 1.0495 0.0731</span> +<span class="r-out co"><span class="r-pr">#></span> 480: 92.1766 -5.8613 -2.1535 -4.2892 -0.9342 0.2260 0.0372 3.5233 1.0991 2.9800 0.1442 0.1543 1.4116 0.0367 1.0496 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 481: 92.1768 -5.8624 -2.1536 -4.2894 -0.9341 0.2260 0.0371 3.5309 1.0993 2.9820 0.1442 0.1542 1.4117 0.0367 1.0497 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 482: 92.1766 -5.8634 -2.1537 -4.2896 -0.9341 0.2260 0.0371 3.5393 1.0995 2.9833 0.1443 0.1542 1.4116 0.0367 1.0496 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 483: 92.1762 -5.8645 -2.1538 -4.2896 -0.9340 0.2260 0.0372 3.5472 1.0997 2.9840 0.1443 0.1542 1.4115 0.0367 1.0498 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 484: 92.1757 -5.8648 -2.1538 -4.2896 -0.9340 0.2261 0.0373 3.5508 1.0998 2.9843 0.1445 0.1542 1.4115 0.0366 1.0498 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 485: 92.1752 -5.8648 -2.1539 -4.2896 -0.9340 0.2262 0.0374 3.5516 1.1000 2.9846 0.1445 0.1542 1.4115 0.0366 1.0497 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 486: 92.1747 -5.8649 -2.1539 -4.2897 -0.9340 0.2262 0.0375 3.5517 1.1003 2.9856 0.1446 0.1541 1.4113 0.0366 1.0498 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 487: 92.1743 -5.8649 -2.1539 -4.2896 -0.9340 0.2262 0.0376 3.5502 1.1006 2.9856 0.1447 0.1539 1.4110 0.0367 1.0498 0.0730</span> +<span class="r-out co"><span class="r-pr">#></span> 488: 92.1739 -5.8645 -2.1540 -4.2893 -0.9340 0.2261 0.0377 3.5475 1.1008 2.9848 0.1447 0.1537 1.4106 0.0367 1.0497 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 489: 92.1736 -5.8640 -2.1539 -4.2892 -0.9340 0.2260 0.0376 3.5445 1.1011 2.9844 0.1448 0.1536 1.4105 0.0367 1.0496 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 490: 92.1736 -5.8631 -2.1539 -4.2889 -0.9340 0.2260 0.0376 3.5402 1.1014 2.9835 0.1448 0.1534 1.4103 0.0366 1.0496 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 491: 92.1735 -5.8617 -2.1539 -4.2887 -0.9339 0.2260 0.0375 3.5343 1.1016 2.9825 0.1449 0.1532 1.4103 0.0366 1.0497 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 492: 92.1736 -5.8609 -2.1539 -4.2884 -0.9339 0.2259 0.0375 3.5298 1.1017 2.9816 0.1449 0.1530 1.4101 0.0367 1.0499 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 493: 92.1737 -5.8605 -2.1539 -4.2882 -0.9339 0.2260 0.0375 3.5266 1.1018 2.9807 0.1450 0.1529 1.4098 0.0367 1.0496 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 494: 92.1739 -5.8609 -2.1539 -4.2881 -0.9340 0.2261 0.0375 3.5273 1.1018 2.9802 0.1450 0.1528 1.4097 0.0367 1.0495 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 495: 92.1741 -5.8614 -2.1540 -4.2880 -0.9340 0.2262 0.0376 3.5290 1.1019 2.9797 0.1450 0.1526 1.4096 0.0367 1.0492 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 496: 92.1742 -5.8623 -2.1540 -4.2879 -0.9341 0.2262 0.0376 3.5348 1.1020 2.9791 0.1449 0.1525 1.4096 0.0367 1.0491 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 497: 92.1742 -5.8634 -2.1541 -4.2879 -0.9341 0.2264 0.0377 3.5402 1.1020 2.9789 0.1449 0.1524 1.4097 0.0367 1.0493 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 498: 92.1744 -5.8637 -2.1543 -4.2879 -0.9341 0.2266 0.0377 3.5406 1.1019 2.9787 0.1449 0.1524 1.4096 0.0367 1.0496 0.0729</span> +<span class="r-out co"><span class="r-pr">#></span> 499: 92.1744 -5.8635 -2.1544 -4.2880 -0.9341 0.2268 0.0376 3.5400 1.1019 2.9789 0.1450 0.1523 1.4095 0.0367 1.0500 0.0728</span> +<span class="r-out co"><span class="r-pr">#></span> 500: 92.1744 -5.8628 -2.1545 -4.2882 -0.9341 0.2270 0.0377 3.5381 1.1020 2.9795 0.1450 0.1522 1.4096 0.0367 1.0503 0.0728</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_focei_obs_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_tc</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span>, est <span class="op">=</span> <span class="st">"focei"</span>,</span> +<span class="r-in"> error_model <span class="op">=</span> <span class="st">"obs_tc"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_A1 |f_parent_qlogis | log_k1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_k2 | g_qlogis |sigma_low_parent |rsd_high_parent |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................|sigma_low_A1 |rsd_high_A1 | o1 | o2 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o3 | o4 | o5 | o6 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 495.48573 | 1.000 | -1.000 | -0.9104 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9875 | -0.8823 | -0.8746 | -0.8907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8746 | -0.8907 | -0.8767 | -0.8731 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8673 | -0.8720 | -0.8739 | -0.8666 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.48573 | 91.00 | -5.200 | -0.8900 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.600 | 0.4600 | 0.8300 | 0.05800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8300 | 0.05800 | 0.7311 | 0.9036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.183 | 0.9554 | 0.8633 | 1.214 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.48573</span> | 91.00 | 0.005517 | 0.2911 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01005 | 0.6130 | 0.8300 | 0.05800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8300 | 0.05800 | 0.7311 | 0.9036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.183 | 0.9554 | 0.8633 | 1.214 |</span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | -0.9648 | 2.223 | -0.3153 | -0.01817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3350 | 0.6789 | -23.42 | -17.64 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -5.440 | -1.950 | 0.9642 | 9.851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -11.94 | -1.319 | 8.578 | -12.45 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 481.75012 | 1.026 | -1.060 | -0.9019 | -0.9371 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9785 | -0.9007 | -0.2420 | -0.4142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7277 | -0.8380 | -0.9027 | -1.139 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5448 | -0.8364 | -1.106 | -0.5303 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.75012 | 93.37 | -5.260 | -0.8824 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.591 | 0.4516 | 1.093 | 0.07182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8910 | 0.05953 | 0.7121 | 0.6631 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9895 | 0.6633 | 1.623 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.75012</span> | 93.37 | 0.005195 | 0.2927 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01014 | 0.6110 | 1.093 | 0.07182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8910 | 0.05953 | 0.7121 | 0.6631 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9895 | 0.6633 | 1.623 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 152.5 | 1.317 | 3.315 | -0.1772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3391 | 0.1426 | -4.513 | 6.696 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.211 | 0.7988 | 0.6299 | -5.324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009964 | 3.044 | -5.727 | -6.694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 3004.9713 | 0.2745 | -1.093 | -0.9147 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9762 | -0.9095 | 0.05941 | -0.2377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6690 | -0.8188 | -0.9174 | -1.204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4027 | -0.8359 | -1.205 | -0.3486 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 3004.9713 | 24.98 | -5.293 | -0.8938 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.589 | 0.4475 | 1.218 | 0.07694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9154 | 0.06008 | 0.7014 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.733 | 0.9899 | 0.5774 | 1.843 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 3004.9713</span> | 24.98 | 0.005026 | 0.2903 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01017 | 0.6100 | 1.218 | 0.07694 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9154 | 0.06008 | 0.7014 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.733 | 0.9899 | 0.5774 | 1.843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 491.68825 | 0.9393 | -1.061 | -0.9038 | -0.9370 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9787 | -0.9008 | -0.2394 | -0.4180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7284 | -0.8385 | -0.9031 | -1.136 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5448 | -0.8381 | -1.102 | -0.5265 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.68825 | 85.47 | -5.261 | -0.8841 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.591 | 0.4515 | 1.094 | 0.07171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8907 | 0.05951 | 0.7118 | 0.6659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9878 | 0.6661 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.68825</span> | 85.47 | 0.005191 | 0.2923 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01014 | 0.6110 | 1.094 | 0.07171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8907 | 0.05951 | 0.7118 | 0.6659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9878 | 0.6661 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 479.72282 | 1.001 | -1.060 | -0.9024 | -0.9371 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9785 | -0.9007 | -0.2413 | -0.4153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7279 | -0.8381 | -0.9028 | -1.138 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5448 | -0.8369 | -1.105 | -0.5292 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.72282 | 91.11 | -5.260 | -0.8829 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.591 | 0.4516 | 1.093 | 0.07179 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8909 | 0.05952 | 0.7120 | 0.6639 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9890 | 0.6641 | 1.624 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.72282</span> | 91.11 | 0.005194 | 0.2926 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01014 | 0.6110 | 1.093 | 0.07179 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8909 | 0.05952 | 0.7120 | 0.6639 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9890 | 0.6641 | 1.624 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 6.589 | 1.222 | 0.9137 | 0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3993 | 0.5206 | -3.904 | 6.654 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9090 | 1.134 | -1.839 | -6.108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.622 | 4.007 | -4.921 | -6.374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 479.56384 | 0.9950 | -1.061 | -0.9037 | -0.9373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9792 | -0.9012 | -0.2438 | -0.4298 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7309 | -0.8403 | -0.9001 | -1.126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5509 | -0.8426 | -1.095 | -0.5241 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.56384 | 90.55 | -5.261 | -0.8840 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4513 | 1.092 | 0.07137 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8897 | 0.05946 | 0.7140 | 0.6748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.558 | 0.9836 | 0.6729 | 1.630 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.56384</span> | 90.55 | 0.005189 | 0.2923 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01014 | 0.6110 | 1.092 | 0.07137 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8897 | 0.05946 | 0.7140 | 0.6748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.558 | 0.9836 | 0.6729 | 1.630 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -31.71 | 1.225 | 0.1963 | 0.1681 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4113 | 0.6853 | -4.208 | 6.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7033 | 1.163 | -2.029 | -4.071 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.106 | 3.494 | -3.921 | -6.098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 479.23599 | 1.003 | -1.063 | -0.9048 | -0.9375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9799 | -0.9023 | -0.2352 | -0.4403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7320 | -0.8422 | -0.8974 | -1.117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5472 | -0.8484 | -1.086 | -0.5115 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.23599 | 91.29 | -5.263 | -0.8850 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.4508 | 1.095 | 0.07106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8892 | 0.05941 | 0.7160 | 0.6828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9781 | 0.6800 | 1.645 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.23599</span> | 91.29 | 0.005177 | 0.2921 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.6108 | 1.095 | 0.07106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8892 | 0.05941 | 0.7160 | 0.6828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9781 | 0.6800 | 1.645 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 18.36 | 1.286 | 0.8956 | 0.06941 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3942 | 0.6495 | -3.460 | 6.349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7828 | 0.9998 | -1.947 | -2.931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1591 | 2.144 | -3.375 | -5.909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 479.05200 | 0.9982 | -1.066 | -0.9056 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9803 | -0.9037 | -0.2181 | -0.4407 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7304 | -0.8427 | -0.8951 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5384 | -0.8504 | -1.087 | -0.4972 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.052 | 90.84 | -5.266 | -0.8857 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.593 | 0.4502 | 1.102 | 0.07105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8899 | 0.05939 | 0.7177 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.572 | 0.9761 | 0.6797 | 1.663 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.052</span> | 90.84 | 0.005162 | 0.2920 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01012 | 0.6107 | 1.102 | 0.07105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8899 | 0.05939 | 0.7177 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.572 | 0.9761 | 0.6797 | 1.663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 478.91507 | 0.9977 | -1.070 | -0.9061 | -0.9377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9807 | -0.9051 | -0.2002 | -0.4395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7284 | -0.8431 | -0.8930 | -1.121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5287 | -0.8520 | -1.088 | -0.4828 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.91507 | 90.79 | -5.270 | -0.8862 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.593 | 0.4495 | 1.110 | 0.07109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8907 | 0.05938 | 0.7192 | 0.6799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.584 | 0.9745 | 0.6785 | 1.680 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.91507</span> | 90.79 | 0.005146 | 0.2919 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01012 | 0.6105 | 1.110 | 0.07109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8907 | 0.05938 | 0.7192 | 0.6799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.584 | 0.9745 | 0.6785 | 1.680 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 478.54700 | 0.9959 | -1.080 | -0.9081 | -0.9381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9820 | -0.9099 | -0.1391 | -0.4353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7215 | -0.8442 | -0.8862 | -1.128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4957 | -0.8577 | -1.093 | -0.4342 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.547 | 90.63 | -5.280 | -0.8880 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.594 | 0.4473 | 1.135 | 0.07121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8936 | 0.05935 | 0.7242 | 0.6734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.623 | 0.9691 | 0.6746 | 1.739 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.547</span> | 90.63 | 0.005094 | 0.2915 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01011 | 0.6100 | 1.135 | 0.07121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8936 | 0.05935 | 0.7242 | 0.6734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.623 | 0.9691 | 0.6746 | 1.739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 478.24707 | 0.9926 | -1.098 | -0.9118 | -0.9388 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9843 | -0.9186 | -0.02735 | -0.4276 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7088 | -0.8464 | -0.8736 | -1.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4354 | -0.8680 | -1.101 | -0.3451 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.24707 | 90.33 | -5.298 | -0.8913 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.597 | 0.4433 | 1.182 | 0.07143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8988 | 0.05929 | 0.7334 | 0.6616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.694 | 0.9593 | 0.6674 | 1.848 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.24707</span> | 90.33 | 0.004999 | 0.2909 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01008 | 0.6090 | 1.182 | 0.07143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8988 | 0.05929 | 0.7334 | 0.6616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.694 | 0.9593 | 0.6674 | 1.848 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -54.86 | 1.159 | -0.2545 | 0.1198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4779 | 1.320 | -1.627 | 7.719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 1.194 | -2.008 | -4.434 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.563 | 0.8010 | -2.393 | -3.495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 475.90466 | 1.002 | -1.127 | -0.9233 | -0.9398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9978 | -0.9482 | -0.05448 | -0.6822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7579 | -0.8801 | -0.8190 | -1.095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4550 | -0.8498 | -1.031 | -0.2699 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.90466 | 91.18 | -5.327 | -0.9014 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.610 | 0.4297 | 1.170 | 0.06405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05831 | 0.7733 | 0.7032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.671 | 0.9767 | 0.7277 | 1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.90466</span> | 91.18 | 0.004860 | 0.2888 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009950 | 0.6058 | 1.170 | 0.06405 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05831 | 0.7733 | 0.7032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.671 | 0.9767 | 0.7277 | 1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.773 | 1.281 | 0.05418 | -0.06269 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4104 | 1.812 | -4.981 | 3.640 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08126 | 0.09477 | -1.092 | -2.966 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.262 | 2.712 | 3.245 | -2.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 477.06760 | 1.030 | -1.176 | -0.9281 | -0.9377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.013 | -1.011 | 0.09564 | -0.8420 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7668 | -0.8907 | -0.7738 | -1.073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5619 | -0.8693 | -1.126 | -0.1773 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.0676 | 93.71 | -5.376 | -0.9057 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.625 | 0.4008 | 1.233 | 0.05941 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8748 | 0.05800 | 0.8064 | 0.7234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.545 | 0.9581 | 0.6461 | 2.051 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.0676</span> | 93.71 | 0.004627 | 0.2879 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009799 | 0.5989 | 1.233 | 0.05941 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8748 | 0.05800 | 0.8064 | 0.7234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.545 | 0.9581 | 0.6461 | 2.051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 477.20174 | 1.026 | -1.143 | -0.9246 | -0.9391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.003 | -0.9695 | -0.001726 | -0.7335 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7599 | -0.8831 | -0.8043 | -1.080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4976 | -0.8627 | -1.065 | -0.2404 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.20174 | 93.37 | -5.343 | -0.9027 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.615 | 0.4199 | 1.192 | 0.06256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05822 | 0.7840 | 0.7162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.621 | 0.9644 | 0.6988 | 1.975 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.20174</span> | 93.37 | 0.004782 | 0.2885 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009899 | 0.6035 | 1.192 | 0.06256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05822 | 0.7840 | 0.7162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.621 | 0.9644 | 0.6988 | 1.975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 476.22973 | 1.014 | -1.129 | -0.9234 | -0.9397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9986 | -0.9521 | -0.04396 | -0.6899 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7577 | -0.8803 | -0.8167 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4661 | -0.8555 | -1.038 | -0.2656 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.22973 | 92.29 | -5.329 | -0.9015 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.611 | 0.4279 | 1.175 | 0.06382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05830 | 0.7750 | 0.7089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.658 | 0.9712 | 0.7218 | 1.944 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.22973</span> | 92.29 | 0.004847 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009941 | 0.6054 | 1.175 | 0.06382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05830 | 0.7750 | 0.7089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.658 | 0.9712 | 0.7218 | 1.944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 475.87776 | 1.005 | -1.127 | -0.9233 | -0.9398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9980 | -0.9491 | -0.05201 | -0.6840 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7578 | -0.8802 | -0.8184 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4576 | -0.8511 | -1.033 | -0.2689 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.87776 | 91.44 | -5.327 | -0.9015 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.610 | 0.4293 | 1.171 | 0.06399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05830 | 0.7737 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.668 | 0.9754 | 0.7263 | 1.940 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.87776</span> | 91.44 | 0.004857 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009948 | 0.6057 | 1.171 | 0.06399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8785 | 0.05830 | 0.7737 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.668 | 0.9754 | 0.7263 | 1.940 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.12 | 1.298 | 0.4116 | -0.09723 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4002 | 1.728 | -4.991 | 3.781 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06392 | 0.04117 | -1.251 | -0.6787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.079 | 2.620 | 3.013 | -2.074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 475.82399 | 1.002 | -1.128 | -0.9234 | -0.9397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9982 | -0.9501 | -0.04950 | -0.6866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7580 | -0.8803 | -0.8177 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4596 | -0.8518 | -1.034 | -0.2675 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.82399 | 91.17 | -5.328 | -0.9016 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.611 | 0.4288 | 1.172 | 0.06392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8784 | 0.05830 | 0.7743 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.666 | 0.9748 | 0.7251 | 1.942 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.82399</span> | 91.17 | 0.004853 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009945 | 0.6056 | 1.172 | 0.06392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8784 | 0.05830 | 0.7743 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.666 | 0.9748 | 0.7251 | 1.942 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.267 | 1.279 | 0.007095 | -0.05940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4115 | 1.783 | -5.114 | 3.652 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1068 | 0.1083 | -1.295 | -0.9578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.682 | 2.514 | 3.014 | -2.035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 475.78862 | 1.005 | -1.129 | -0.9235 | -0.9397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9985 | -0.9512 | -0.04657 | -0.6892 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7580 | -0.8804 | -0.8168 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4611 | -0.8527 | -1.036 | -0.2661 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.78862 | 91.41 | -5.329 | -0.9016 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.611 | 0.4283 | 1.174 | 0.06384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8784 | 0.05830 | 0.7749 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.664 | 0.9739 | 0.7236 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.78862</span> | 91.41 | 0.004849 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009942 | 0.6055 | 1.174 | 0.06384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8784 | 0.05830 | 0.7749 | 0.7045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.664 | 0.9739 | 0.7236 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 13.19 | 1.292 | 0.3498 | -0.09321 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4023 | 1.703 | -5.372 | 3.699 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1234 | 0.05429 | -1.241 | -0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.815 | 2.436 | 2.783 | -2.083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 475.73531 | 1.002 | -1.130 | -0.9236 | -0.9397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9987 | -0.9524 | -0.04361 | -0.6921 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7582 | -0.8806 | -0.8159 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4630 | -0.8531 | -1.037 | -0.2646 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.73531 | 91.21 | -5.330 | -0.9018 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.611 | 0.4278 | 1.175 | 0.06376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7756 | 0.7041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.662 | 0.9735 | 0.7222 | 1.945 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.73531</span> | 91.21 | 0.004845 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009940 | 0.6053 | 1.175 | 0.06376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7756 | 0.7041 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.662 | 0.9735 | 0.7222 | 1.945 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.312 | 1.277 | 0.06663 | -0.06695 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4102 | 1.736 | -5.095 | 3.555 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08175 | 0.08515 | -1.253 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.836 | 2.452 | 2.739 | -2.058 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 475.69941 | 1.004 | -1.131 | -0.9237 | -0.9396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9990 | -0.9534 | -0.04063 | -0.6942 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7581 | -0.8807 | -0.8151 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4658 | -0.8545 | -1.039 | -0.2634 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.69941 | 91.39 | -5.331 | -0.9018 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.611 | 0.4273 | 1.176 | 0.06370 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7761 | 0.7046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.658 | 0.9722 | 0.7208 | 1.947 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.69941</span> | 91.39 | 0.004841 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009937 | 0.6052 | 1.176 | 0.06370 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7761 | 0.7046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.658 | 0.9722 | 0.7208 | 1.947 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.57 | 1.287 | 0.3079 | -0.08979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4039 | 1.674 | -5.153 | 3.653 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06063 | 0.04440 | -1.200 | -0.7646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.452 | 2.339 | 2.552 | -2.095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 475.66307 | 1.001 | -1.131 | -0.9238 | -0.9396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9992 | -0.9545 | -0.03780 | -0.6969 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7583 | -0.8808 | -0.8143 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4671 | -0.8550 | -1.041 | -0.2620 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.66307 | 91.11 | -5.331 | -0.9019 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.612 | 0.4268 | 1.177 | 0.06362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7767 | 0.7044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.657 | 0.9717 | 0.7195 | 1.948 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.66307</span> | 91.11 | 0.004837 | 0.2887 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009935 | 0.6051 | 1.177 | 0.06362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8783 | 0.05829 | 0.7767 | 0.7044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.657 | 0.9717 | 0.7195 | 1.948 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -12.57 | 1.267 | -0.09715 | -0.05310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4138 | 1.728 | -5.558 | 3.438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1081 | 0.1203 | -1.232 | -1.053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.344 | 2.291 | 2.543 | -2.059 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 475.61346 | 1.003 | -1.132 | -0.9238 | -0.9395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9995 | -0.9557 | -0.03467 | -0.6999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7585 | -0.8810 | -0.8134 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4680 | -0.8550 | -1.042 | -0.2607 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.61346 | 91.32 | -5.332 | -0.9020 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.612 | 0.4262 | 1.179 | 0.06353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8782 | 0.05828 | 0.7774 | 0.7040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.656 | 0.9717 | 0.7181 | 1.950 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.61346</span> | 91.32 | 0.004833 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009932 | 0.6050 | 1.179 | 0.06353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8782 | 0.05828 | 0.7774 | 0.7040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.656 | 0.9717 | 0.7181 | 1.950 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.192 | 1.277 | 0.1967 | -0.08157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4060 | 1.656 | -5.231 | 3.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1038 | 0.05786 | -1.199 | -0.8859 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.283 | 2.293 | 2.331 | -2.101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 475.58436 | 1.001 | -1.133 | -0.9239 | -0.9395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9998 | -0.9568 | -0.03140 | -0.7025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7585 | -0.8810 | -0.8126 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4692 | -0.8560 | -1.044 | -0.2594 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.58436 | 91.09 | -5.333 | -0.9021 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.612 | 0.4257 | 1.180 | 0.06346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8782 | 0.05828 | 0.7780 | 0.7043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.654 | 0.9707 | 0.7167 | 1.952 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.58436</span> | 91.09 | 0.004829 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009929 | 0.6049 | 1.180 | 0.06346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8782 | 0.05828 | 0.7780 | 0.7043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.654 | 0.9707 | 0.7167 | 1.952 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.46 | 1.261 | -0.1306 | -0.05131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4140 | 1.696 | -5.518 | 3.404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1407 | 0.1181 | -1.199 | -1.071 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.272 | 2.212 | 2.296 | -2.075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 475.53229 | 1.003 | -1.134 | -0.9240 | -0.9394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.000 | -0.9581 | -0.02828 | -0.7055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7587 | -0.8812 | -0.8117 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4701 | -0.8560 | -1.045 | -0.2580 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.53229 | 91.31 | -5.334 | -0.9021 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.613 | 0.4251 | 1.181 | 0.06337 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05828 | 0.7786 | 0.7039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.653 | 0.9708 | 0.7153 | 1.953 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.53229</span> | 91.31 | 0.004824 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009926 | 0.6047 | 1.181 | 0.06337 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05828 | 0.7786 | 0.7039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.653 | 0.9708 | 0.7153 | 1.953 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.355 | 1.271 | 0.1786 | -0.08149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4055 | 1.621 | -5.117 | 3.557 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1060 | 0.04285 | -0.9518 | -2.902 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.469 | 2.204 | 2.093 | -2.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 475.50379 | 1.001 | -1.135 | -0.9241 | -0.9394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.000 | -0.9591 | -0.02533 | -0.7076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7587 | -0.8812 | -0.8111 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4726 | -0.8571 | -1.047 | -0.2568 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.50379 | 91.10 | -5.335 | -0.9022 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.613 | 0.4247 | 1.182 | 0.06331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05828 | 0.7790 | 0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.650 | 0.9697 | 0.7143 | 1.955 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.50379</span> | 91.10 | 0.004820 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009924 | 0.6046 | 1.182 | 0.06331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05828 | 0.7790 | 0.7053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.650 | 0.9697 | 0.7143 | 1.955 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -13.73 | 1.259 | -0.1294 | -0.05234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4131 | 1.659 | -5.626 | 3.356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1179 | 0.1182 | -1.163 | -0.9759 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.282 | 2.162 | 2.085 | -2.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 475.45890 | 1.004 | -1.136 | -0.9240 | -0.9393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.001 | -0.9602 | -0.02221 | -0.7103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7588 | -0.8813 | -0.8104 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4738 | -0.8571 | -1.048 | -0.2555 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.4589 | 91.37 | -5.336 | -0.9021 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.613 | 0.4242 | 1.184 | 0.06323 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05827 | 0.7796 | 0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.649 | 0.9697 | 0.7132 | 1.956 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.4589</span> | 91.37 | 0.004816 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009921 | 0.6045 | 1.184 | 0.06323 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8781 | 0.05827 | 0.7796 | 0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.649 | 0.9697 | 0.7132 | 1.956 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.388 | 1.275 | 0.2447 | -0.08891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4027 | 1.576 | -4.598 | 3.539 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08390 | 0.04261 | -0.9004 | -2.725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.305 | 2.111 | 1.882 | -2.135 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 475.41657 | 1.002 | -1.137 | -0.9241 | -0.9392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.001 | -0.9615 | -0.01910 | -0.7133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7590 | -0.8814 | -0.8097 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4754 | -0.8571 | -1.049 | -0.2540 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.41657 | 91.17 | -5.337 | -0.9022 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.613 | 0.4236 | 1.185 | 0.06314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8780 | 0.05827 | 0.7801 | 0.7060 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.647 | 0.9697 | 0.7121 | 1.958 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.41657</span> | 91.17 | 0.004811 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009918 | 0.6043 | 1.185 | 0.06314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8780 | 0.05827 | 0.7801 | 0.7060 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.647 | 0.9697 | 0.7121 | 1.958 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.291 | 1.263 | -0.02799 | -0.06240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4098 | 1.607 | -5.561 | 3.409 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1363 | 0.09124 | -1.126 | -0.9025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.264 | 2.123 | 1.858 | -2.103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 475.37603 | 1.004 | -1.138 | -0.9241 | -0.9392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.001 | -0.9626 | -0.01569 | -0.7160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7590 | -0.8815 | -0.8090 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4775 | -0.8574 | -1.050 | -0.2525 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.37603 | 91.35 | -5.338 | -0.9022 | -2.202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.614 | 0.4231 | 1.186 | 0.06307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8780 | 0.05827 | 0.7806 | 0.7060 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.645 | 0.9695 | 0.7112 | 1.960 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.37603</span> | 91.35 | 0.004807 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009915 | 0.6042 | 1.186 | 0.06307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8780 | 0.05827 | 0.7806 | 0.7060 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.645 | 0.9695 | 0.7112 | 1.960 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.976 | 1.271 | 0.2167 | -0.08766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4024 | 1.550 | -5.132 | 3.516 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09627 | 0.04106 | -1.088 | -0.7404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.103 | 2.126 | 1.707 | -2.133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 475.34297 | 1.001 | -1.139 | -0.9242 | -0.9391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.002 | -0.9636 | -0.01242 | -0.7185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7591 | -0.8816 | -0.8082 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4796 | -0.8578 | -1.051 | -0.2511 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.34297 | 91.13 | -5.339 | -0.9023 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.614 | 0.4226 | 1.188 | 0.06299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7812 | 0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.642 | 0.9691 | 0.7103 | 1.962 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.34297</span> | 91.13 | 0.004803 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009912 | 0.6041 | 1.188 | 0.06299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7812 | 0.7056 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.642 | 0.9691 | 0.7103 | 1.962 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.69 | 1.251 | -0.09758 | -0.05188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4100 | 1.596 | -5.544 | 3.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1288 | 0.09302 | -1.103 | -0.9943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.044 | 2.113 | 1.726 | -2.096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 475.29763 | 1.004 | -1.140 | -0.9242 | -0.9391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.002 | -0.9647 | -0.009016 | -0.7212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7592 | -0.8817 | -0.8074 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4815 | -0.8578 | -1.052 | -0.2496 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.29763 | 91.33 | -5.340 | -0.9023 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.614 | 0.4221 | 1.189 | 0.06292 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7818 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.640 | 0.9691 | 0.7096 | 1.964 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.29763</span> | 91.33 | 0.004798 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009909 | 0.6040 | 1.189 | 0.06292 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7818 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.640 | 0.9691 | 0.7096 | 1.964 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.626 | 1.261 | 0.1834 | -0.08674 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4019 | 1.535 | -5.612 | 3.466 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1091 | 0.03444 | -1.082 | -0.8814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.882 | 2.084 | 1.576 | -2.128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 475.26968 | 1.001 | -1.140 | -0.9243 | -0.9390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.002 | -0.9656 | -0.005554 | -0.7235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7592 | -0.8818 | -0.8067 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4837 | -0.8585 | -1.053 | -0.2482 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.26968 | 91.11 | -5.340 | -0.9024 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.615 | 0.4217 | 1.191 | 0.06285 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7823 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.637 | 0.9684 | 0.7088 | 1.965 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.26968</span> | 91.11 | 0.004794 | 0.2886 | 0.1106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009907 | 0.6039 | 1.191 | 0.06285 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8779 | 0.05826 | 0.7823 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.637 | 0.9684 | 0.7088 | 1.965 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -13.71 | 1.246 | -0.1255 | -0.05322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4099 | 1.581 | -5.546 | 3.317 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1509 | 0.1096 | -0.8594 | -3.000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.990 | 2.056 | 1.604 | -2.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 475.22190 | 1.004 | -1.141 | -0.9243 | -0.9390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.002 | -0.9667 | -0.002058 | -0.7261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7593 | -0.8819 | -0.8061 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4854 | -0.8583 | -1.054 | -0.2469 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.2219 | 91.33 | -5.341 | -0.9024 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.615 | 0.4212 | 1.192 | 0.06277 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05826 | 0.7828 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.635 | 0.9686 | 0.7081 | 1.967 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.2219</span> | 91.33 | 0.004790 | 0.2886 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009904 | 0.6038 | 1.192 | 0.06277 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05826 | 0.7828 | 0.7049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.635 | 0.9686 | 0.7081 | 1.967 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.841 | 1.258 | 0.1840 | -0.08823 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4011 | 1.514 | -4.992 | 3.441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1080 | 0.03852 | -1.043 | -0.8514 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.826 | 2.019 | 1.451 | -2.125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 475.19540 | 1.001 | -1.142 | -0.9244 | -0.9389 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.003 | -0.9677 | 0.001228 | -0.7286 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7593 | -0.8819 | -0.8054 | -1.093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4876 | -0.8589 | -1.055 | -0.2455 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.1954 | 91.10 | -5.342 | -0.9025 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.615 | 0.4207 | 1.193 | 0.06270 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7833 | 0.7050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.633 | 0.9680 | 0.7073 | 1.969 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.1954</span> | 91.10 | 0.004786 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009901 | 0.6037 | 1.193 | 0.06270 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7833 | 0.7050 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.633 | 0.9680 | 0.7073 | 1.969 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.17 | 1.239 | -0.1323 | -0.05443 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4093 | 1.561 | -5.475 | 3.262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1301 | 0.09817 | -1.038 | -1.045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.818 | 2.054 | 1.474 | -2.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 475.14668 | 1.003 | -1.143 | -0.9244 | -0.9388 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.003 | -0.9688 | 0.004635 | -0.7312 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7595 | -0.8820 | -0.8046 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4894 | -0.8588 | -1.055 | -0.2440 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.14668 | 91.31 | -5.343 | -0.9025 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.615 | 0.4202 | 1.195 | 0.06262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7838 | 0.7043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.631 | 0.9681 | 0.7066 | 1.970 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.14668</span> | 91.31 | 0.004781 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009898 | 0.6035 | 1.195 | 0.06262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7838 | 0.7043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.631 | 0.9681 | 0.7066 | 1.970 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.838 | 1.251 | 0.1547 | -0.08725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4006 | 1.498 | -4.927 | 3.416 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1219 | 0.06473 | -1.010 | -2.917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.712 | 2.020 | 1.337 | -2.117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 475.12366 | 1.001 | -1.144 | -0.9245 | -0.9388 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.003 | -0.9698 | 0.007665 | -0.7333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7594 | -0.8821 | -0.8040 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4916 | -0.8600 | -1.056 | -0.2427 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.12366 | 91.10 | -5.344 | -0.9025 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.616 | 0.4198 | 1.196 | 0.06256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7843 | 0.7059 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.628 | 0.9669 | 0.7059 | 1.972 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.12366</span> | 91.10 | 0.004777 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009896 | 0.6034 | 1.196 | 0.06256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7843 | 0.7059 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.628 | 0.9669 | 0.7059 | 1.972 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.75 | 1.239 | -0.1466 | -0.05465 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4082 | 1.541 | -5.471 | 3.270 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1342 | 0.09829 | -1.014 | -1.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.624 | 1.932 | 1.359 | -2.081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 475.07465 | 1.004 | -1.145 | -0.9245 | -0.9387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.003 | -0.9709 | 0.01108 | -0.7360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7595 | -0.8821 | -0.8033 | -1.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4933 | -0.8597 | -1.057 | -0.2414 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.07465 | 91.33 | -5.345 | -0.9025 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.616 | 0.4193 | 1.198 | 0.06248 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7848 | 0.7058 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.626 | 0.9672 | 0.7053 | 1.974 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.07465</span> | 91.33 | 0.004773 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009893 | 0.6033 | 1.198 | 0.06248 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7848 | 0.7058 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.626 | 0.9672 | 0.7053 | 1.974 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.021 | 1.249 | 0.1599 | -0.08992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3985 | 1.471 | -4.995 | 3.410 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1196 | 0.03779 | -0.9990 | -2.873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.497 | 1.906 | 1.211 | -2.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 475.04940 | 1.001 | -1.146 | -0.9245 | -0.9386 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.004 | -0.9719 | 0.01438 | -0.7384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7594 | -0.8822 | -0.8026 | -1.091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4953 | -0.8604 | -1.058 | -0.2400 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.0494 | 91.11 | -5.346 | -0.9026 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.616 | 0.4188 | 1.199 | 0.06242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7853 | 0.7070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.623 | 0.9666 | 0.7046 | 1.975 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.0494</span> | 91.11 | 0.004769 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009890 | 0.6032 | 1.199 | 0.06242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7853 | 0.7070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.623 | 0.9666 | 0.7046 | 1.975 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.15 | 1.235 | -0.1370 | -0.05688 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4085 | 1.517 | -5.494 | 3.160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1583 | 0.1112 | -0.7821 | -2.927 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.432 | 1.909 | 1.245 | -2.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 475.00092 | 1.004 | -1.147 | -0.9245 | -0.9386 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.004 | -0.9731 | 0.01792 | -0.7411 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7595 | -0.8822 | -0.8020 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4968 | -0.8598 | -1.059 | -0.2387 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.00092 | 91.32 | -5.347 | -0.9025 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.617 | 0.4182 | 1.200 | 0.06234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7857 | 0.7077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.622 | 0.9671 | 0.7039 | 1.977 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.00092</span> | 91.32 | 0.004764 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009887 | 0.6031 | 1.200 | 0.06234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7857 | 0.7077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.622 | 0.9671 | 0.7039 | 1.977 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.379 | 1.249 | 0.1419 | -0.08698 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3989 | 1.449 | -4.966 | 3.395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1055 | 0.03295 | -0.9696 | -0.7580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.283 | 1.918 | 1.096 | -2.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 474.98492 | 1.001 | -1.147 | -0.9246 | -0.9385 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.004 | -0.9740 | 0.02115 | -0.7433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7595 | -0.8822 | -0.8014 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4989 | -0.8610 | -1.059 | -0.2373 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.98492 | 91.07 | -5.347 | -0.9026 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.617 | 0.4178 | 1.202 | 0.06227 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7862 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.619 | 0.9660 | 0.7033 | 1.978 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.98492</span> | 91.07 | 0.004760 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009884 | 0.6030 | 1.202 | 0.06227 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05825 | 0.7862 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.619 | 0.9660 | 0.7033 | 1.978 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -17.65 | 1.231 | -0.1920 | -0.05242 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4084 | 1.504 | -5.397 | 3.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1354 | 0.1061 | -0.9468 | -0.9144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.271 | 1.859 | 1.156 | -2.067 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 474.93249 | 1.004 | -1.148 | -0.9245 | -0.9384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.005 | -0.9752 | 0.02452 | -0.7460 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7596 | -0.8823 | -0.8007 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5000 | -0.8607 | -1.060 | -0.2361 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.93249 | 91.32 | -5.348 | -0.9026 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.617 | 0.4173 | 1.203 | 0.06220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05824 | 0.7867 | 0.7073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.618 | 0.9663 | 0.7027 | 1.980 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.93249</span> | 91.32 | 0.004755 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009881 | 0.6028 | 1.203 | 0.06220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8778 | 0.05824 | 0.7867 | 0.7073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.618 | 0.9663 | 0.7027 | 1.980 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.492 | 1.243 | 0.1448 | -0.09052 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3963 | 1.427 | -4.973 | 3.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06414 | 0.02300 | -0.7344 | -2.787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.083 | 1.834 | 0.9813 | -2.110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 474.90355 | 1.001 | -1.149 | -0.9246 | -0.9383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.005 | -0.9763 | 0.02806 | -0.7486 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7596 | -0.8823 | -0.8002 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5018 | -0.8611 | -1.061 | -0.2347 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.90355 | 91.13 | -5.349 | -0.9026 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.617 | 0.4168 | 1.205 | 0.06212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7870 | 0.7084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.616 | 0.9659 | 0.7020 | 1.982 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.90355</span> | 91.13 | 0.004751 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009878 | 0.6027 | 1.205 | 0.06212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7870 | 0.7084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.616 | 0.9659 | 0.7020 | 1.982 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -12.15 | 1.229 | -0.1075 | -0.06320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4033 | 1.463 | -5.606 | 3.135 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1416 | 0.07801 | -0.9461 | -2.867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.063 | 1.817 | 1.008 | -2.075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 474.85832 | 1.003 | -1.150 | -0.9245 | -0.9383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.005 | -0.9775 | 0.03184 | -0.7513 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8823 | -0.7996 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5032 | -0.8605 | -1.061 | -0.2334 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.85832 | 91.32 | -5.350 | -0.9026 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.618 | 0.4162 | 1.206 | 0.06204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7875 | 0.7089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.614 | 0.9665 | 0.7015 | 1.983 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.85832</span> | 91.32 | 0.004746 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009875 | 0.6026 | 1.206 | 0.06204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7875 | 0.7089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.614 | 0.9665 | 0.7015 | 1.983 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.689 | 1.242 | 0.1265 | -0.09001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3949 | 1.405 | -5.495 | 3.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1166 | 0.02645 | -0.9105 | -0.7126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.952 | 1.861 | 0.8779 | -2.102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 474.83791 | 1.001 | -1.151 | -0.9246 | -0.9382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.9784 | 0.03545 | -0.7535 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7596 | -0.8823 | -0.7990 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5052 | -0.8617 | -1.062 | -0.2320 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.83791 | 91.10 | -5.351 | -0.9027 | -2.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.618 | 0.4158 | 1.208 | 0.06198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7879 | 0.7094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.612 | 0.9653 | 0.7010 | 1.985 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.83791</span> | 91.10 | 0.004742 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009872 | 0.6025 | 1.208 | 0.06198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7879 | 0.7094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.612 | 0.9653 | 0.7010 | 1.985 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -15.77 | 1.225 | -0.1616 | -0.05944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4032 | 1.455 | -5.461 | 3.071 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1419 | 0.08593 | -0.9091 | -0.8855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.951 | 1.791 | 0.9091 | -2.062 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 474.78971 | 1.004 | -1.152 | -0.9246 | -0.9381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.9794 | 0.03911 | -0.7559 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8824 | -0.7984 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5068 | -0.8614 | -1.062 | -0.2307 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.78971 | 91.33 | -5.352 | -0.9026 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.618 | 0.4153 | 1.209 | 0.06191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7883 | 0.7086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.610 | 0.9656 | 0.7006 | 1.986 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.78971</span> | 91.33 | 0.004738 | 0.2885 | 0.1107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009869 | 0.6024 | 1.209 | 0.06191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7883 | 0.7086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.610 | 0.9656 | 0.7006 | 1.986 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.398 | 1.237 | 0.1402 | -0.09195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3940 | 1.388 | -4.885 | 3.322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1374 | 0.01792 | -0.6865 | -2.709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.810 | 1.778 | 0.8100 | -2.095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 474.76763 | 1.001 | -1.153 | -0.9247 | -0.9380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.9804 | 0.04256 | -0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8824 | -0.7979 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5086 | -0.8621 | -1.063 | -0.2293 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.76763 | 91.11 | -5.353 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.619 | 0.4149 | 1.211 | 0.06184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7887 | 0.7097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.608 | 0.9650 | 0.7001 | 1.988 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.76763</span> | 91.11 | 0.004734 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009867 | 0.6023 | 1.211 | 0.06184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7887 | 0.7097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.608 | 0.9650 | 0.7001 | 1.988 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.92 | 1.222 | -0.1466 | -0.06186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4014 | 1.433 | -4.989 | 3.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1326 | 0.08284 | -0.6789 | -2.803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.814 | 1.775 | 0.8327 | -2.053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 474.71973 | 1.004 | -1.154 | -0.9246 | -0.9379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | -0.9816 | 0.04617 | -0.7611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8824 | -0.7975 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5100 | -0.8614 | -1.064 | -0.2281 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.71973 | 91.32 | -5.354 | -0.9026 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.619 | 0.4143 | 1.212 | 0.06176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7890 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.606 | 0.9656 | 0.6996 | 1.990 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.71973</span> | 91.32 | 0.004729 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009863 | 0.6021 | 1.212 | 0.06176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7890 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.606 | 0.9656 | 0.6996 | 1.990 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.021 | 1.236 | 0.1299 | -0.09158 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3929 | 1.368 | -4.925 | 3.331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07142 | 0.08893 | -0.6522 | -2.634 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.639 | 1.780 | 0.7273 | -2.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 474.70040 | 1.001 | -1.155 | -0.9247 | -0.9379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.007 | -0.9826 | 0.04954 | -0.7634 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8825 | -0.7971 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5117 | -0.8624 | -1.064 | -0.2267 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.7004 | 91.10 | -5.355 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.619 | 0.4139 | 1.214 | 0.06169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7893 | 0.7114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.604 | 0.9647 | 0.6992 | 1.991 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.7004</span> | 91.10 | 0.004724 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009861 | 0.6020 | 1.214 | 0.06169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7893 | 0.7114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.604 | 0.9647 | 0.6992 | 1.991 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -15.76 | 1.220 | -0.1617 | -0.06091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4007 | 1.415 | -5.116 | 3.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1298 | 0.07714 | -0.6701 | -2.700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.670 | 1.748 | 0.7590 | -2.043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 474.65116 | 1.003 | -1.156 | -0.9246 | -0.9378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.007 | -0.9837 | 0.05321 | -0.7662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7598 | -0.8825 | -0.7967 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5130 | -0.8617 | -1.065 | -0.2255 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.65116 | 91.32 | -5.356 | -0.9026 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.620 | 0.4134 | 1.215 | 0.06161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7896 | 0.7116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.603 | 0.9653 | 0.6987 | 1.993 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.65116</span> | 91.32 | 0.004720 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009857 | 0.6019 | 1.215 | 0.06161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7896 | 0.7116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.603 | 0.9653 | 0.6987 | 1.993 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.462 | 1.239 | 0.1107 | -0.09136 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3915 | 1.348 | -5.441 | 3.268 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1113 | 0.02510 | -0.6252 | -2.485 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.647 | 1.796 | 0.6587 | -2.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 474.63065 | 1.001 | -1.157 | -0.9247 | -0.9377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.007 | -0.9846 | 0.05678 | -0.7683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7597 | -0.8825 | -0.7963 | -1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5148 | -0.8629 | -1.065 | -0.2241 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.63065 | 91.11 | -5.357 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.620 | 0.4129 | 1.217 | 0.06155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7899 | 0.7131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.600 | 0.9642 | 0.6984 | 1.994 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.63065</span> | 91.11 | 0.004716 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009855 | 0.6018 | 1.217 | 0.06155 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7899 | 0.7131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.600 | 0.9642 | 0.6984 | 1.994 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -14.93 | 1.220 | -0.1531 | -0.06288 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3983 | 1.394 | -5.436 | 3.113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1458 | 0.07621 | -0.8397 | -0.6848 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.501 | 1.690 | 0.6891 | -2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 474.58497 | 1.004 | -1.158 | -0.9246 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.008 | -0.9857 | 0.06060 | -0.7708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7598 | -0.8826 | -0.7958 | -1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5162 | -0.8624 | -1.065 | -0.2230 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.58497 | 91.34 | -5.358 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.620 | 0.4125 | 1.218 | 0.06148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7902 | 0.7126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.599 | 0.9647 | 0.6980 | 1.996 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.58497</span> | 91.34 | 0.004711 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009852 | 0.6017 | 1.218 | 0.06148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7902 | 0.7126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.599 | 0.9647 | 0.6980 | 1.996 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.248 | 1.234 | 0.1371 | -0.09456 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3896 | 1.328 | -5.011 | 3.180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1110 | 0.004022 | -0.8103 | -0.4964 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.349 | 1.713 | 0.5705 | -2.061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 474.55760 | 1.002 | -1.159 | -0.9247 | -0.9376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.008 | -0.9867 | 0.06444 | -0.7734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7598 | -0.8826 | -0.7952 | -1.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5178 | -0.8626 | -1.066 | -0.2215 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.5576 | 91.15 | -5.359 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.620 | 0.4120 | 1.220 | 0.06140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7907 | 0.7122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.597 | 0.9645 | 0.6977 | 1.998 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.5576</span> | 91.15 | 0.004706 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009849 | 0.6016 | 1.220 | 0.06140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8777 | 0.05824 | 0.7907 | 0.7122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.597 | 0.9645 | 0.6977 | 1.998 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.86 | 1.219 | -0.1003 | -0.07615 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3954 | 1.369 | -4.929 | 3.171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1229 | 0.06540 | -0.8183 | -0.7141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.360 | 1.696 | 0.6359 | -2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 474.51619 | 1.004 | -1.160 | -0.9246 | -0.9375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.008 | -0.9878 | 0.06816 | -0.7761 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7599 | -0.8826 | -0.7946 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5193 | -0.8622 | -1.066 | -0.2202 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.51619 | 91.33 | -5.360 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.621 | 0.4115 | 1.221 | 0.06132 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7911 | 0.7113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.595 | 0.9648 | 0.6972 | 1.999 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.51619</span> | 91.33 | 0.004702 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009846 | 0.6014 | 1.221 | 0.06132 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7911 | 0.7113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.595 | 0.9648 | 0.6972 | 1.999 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.413 | 1.225 | 0.1371 | -0.09620 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3880 | 1.314 | -5.554 | 3.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07604 | 0.008867 | -0.7931 | -0.6282 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.148 | 1.715 | 0.5273 | -2.052 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 474.48673 | 1.002 | -1.161 | -0.9247 | -0.9374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.009 | -0.9889 | 0.07224 | -0.7786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7599 | -0.8826 | -0.7941 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5208 | -0.8625 | -1.067 | -0.2188 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.48673 | 91.17 | -5.361 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.621 | 0.4110 | 1.223 | 0.06125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7915 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.593 | 0.9645 | 0.6969 | 2.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.48673</span> | 91.17 | 0.004697 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009843 | 0.6013 | 1.223 | 0.06125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7915 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.593 | 0.9645 | 0.6969 | 2.001 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -10.51 | 1.211 | -0.06554 | -0.07429 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3932 | 1.350 | -4.456 | 3.182 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08901 | 0.05354 | -0.5957 | -2.739 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.160 | 1.696 | 0.5687 | -2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 474.45218 | 1.004 | -1.162 | -0.9246 | -0.9373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.009 | -0.9900 | 0.07590 | -0.7814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7601 | -0.8826 | -0.7937 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5220 | -0.8620 | -1.067 | -0.2177 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.45218 | 91.40 | -5.362 | -0.9027 | -2.200 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.621 | 0.4105 | 1.224 | 0.06117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7918 | 0.7111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.592 | 0.9650 | 0.6965 | 2.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.45218</span> | 91.40 | 0.004692 | 0.2885 | 0.1108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009840 | 0.6012 | 1.224 | 0.06117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05823 | 0.7918 | 0.7111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.592 | 0.9650 | 0.6965 | 2.002 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.724 | 1.224 | 0.2009 | -0.1069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3834 | 1.279 | -5.556 | 3.324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1101 | -0.01912 | -0.5638 | -2.553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.043 | 1.731 | 0.4140 | -2.044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 474.41257 | 1.003 | -1.163 | -0.9246 | -0.9371 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.009 | -0.9913 | 0.07979 | -0.7844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7601 | -0.8825 | -0.7935 | -1.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5231 | -0.8612 | -1.068 | -0.2167 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.41257 | 91.25 | -5.363 | -0.9026 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.622 | 0.4099 | 1.226 | 0.06108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7919 | 0.7118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.591 | 0.9658 | 0.6961 | 2.004 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.41257</span> | 91.25 | 0.004687 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009836 | 0.6011 | 1.226 | 0.06108 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7919 | 0.7118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.591 | 0.9658 | 0.6961 | 2.004 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.208 | 1.213 | 0.03978 | -0.08693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3876 | 1.303 | -5.023 | 3.218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1347 | 0.02311 | -0.7771 | -0.6556 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.056 | 1.822 | 0.4520 | -2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 474.39271 | 1.005 | -1.164 | -0.9246 | -0.9371 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.010 | -0.9922 | 0.08348 | -0.7867 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7600 | -0.8825 | -0.7930 | -1.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5246 | -0.8625 | -1.068 | -0.2152 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.39271 | 91.47 | -5.364 | -0.9027 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.622 | 0.4094 | 1.228 | 0.06101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05824 | 0.7923 | 0.7123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.589 | 0.9645 | 0.6958 | 2.005 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.39271</span> | 91.47 | 0.004683 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009833 | 0.6010 | 1.228 | 0.06101 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05824 | 0.7923 | 0.7123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.589 | 0.9645 | 0.6958 | 2.005 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.86 | 1.227 | 0.2807 | -0.1163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3793 | 1.243 | -5.494 | 3.329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09368 | 0.01293 | -0.5149 | -2.407 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.979 | 1.686 | 0.3308 | -2.044 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 474.34538 | 1.003 | -1.165 | -0.9247 | -0.9369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.010 | -0.9934 | 0.08718 | -0.7897 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7601 | -0.8825 | -0.7926 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5258 | -0.8620 | -1.068 | -0.2141 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.34538 | 91.27 | -5.365 | -0.9027 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.622 | 0.4089 | 1.229 | 0.06093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7926 | 0.7117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.587 | 0.9650 | 0.6954 | 2.007 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.34538</span> | 91.27 | 0.004677 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009830 | 0.6008 | 1.229 | 0.06093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7926 | 0.7117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.587 | 0.9650 | 0.6954 | 2.007 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.345 | 1.210 | 0.04189 | -0.08986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3855 | 1.284 | -5.145 | 3.218 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1284 | 0.01309 | -0.7466 | -0.6536 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.964 | 1.743 | 0.3816 | -2.008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 474.31834 | 1.005 | -1.166 | -0.9247 | -0.9369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.010 | -0.9944 | 0.09109 | -0.7921 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7600 | -0.8825 | -0.7920 | -1.085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5273 | -0.8633 | -1.069 | -0.2126 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.31834 | 91.43 | -5.366 | -0.9027 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.623 | 0.4085 | 1.231 | 0.06086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05824 | 0.7930 | 0.7121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.586 | 0.9638 | 0.6952 | 2.008 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.31834</span> | 91.43 | 0.004673 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009827 | 0.6007 | 1.231 | 0.06086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8776 | 0.05824 | 0.7930 | 0.7121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.586 | 0.9638 | 0.6952 | 2.008 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.13 | 1.219 | 0.2312 | -0.1125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3787 | 1.238 | -5.317 | 3.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08361 | -0.02599 | -0.7000 | -0.4940 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.837 | 1.637 | 0.3211 | -2.028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 474.27833 | 1.003 | -1.167 | -0.9247 | -0.9368 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.010 | -0.9955 | 0.09487 | -0.7949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7601 | -0.8825 | -0.7915 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5286 | -0.8630 | -1.069 | -0.2114 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.27833 | 91.25 | -5.367 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.623 | 0.4080 | 1.232 | 0.06078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7934 | 0.7111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.584 | 0.9640 | 0.6948 | 2.010 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.27833</span> | 91.25 | 0.004668 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009824 | 0.6006 | 1.232 | 0.06078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7934 | 0.7111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.584 | 0.9640 | 0.6948 | 2.010 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.145 | 1.202 | 0.02355 | -0.08919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3842 | 1.275 | -5.102 | 3.189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1071 | 0.01700 | -0.7283 | -0.7209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.776 | 1.686 | 0.3249 | -1.982 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 474.25305 | 1.005 | -1.168 | -0.9247 | -0.9367 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.011 | -0.9965 | 0.09878 | -0.7975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7601 | -0.8825 | -0.7909 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5300 | -0.8636 | -1.069 | -0.2100 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.25305 | 91.44 | -5.368 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.623 | 0.4075 | 1.234 | 0.06070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7938 | 0.7109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.583 | 0.9635 | 0.6946 | 2.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.25305</span> | 91.44 | 0.004663 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009821 | 0.6005 | 1.234 | 0.06070 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7938 | 0.7109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.583 | 0.9635 | 0.6946 | 2.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 13.11 | 1.213 | 0.2527 | -0.1161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3767 | 1.219 | -5.003 | 3.213 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09270 | -0.04298 | -0.4814 | -2.533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.730 | 1.613 | 0.2495 | -2.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 474.21254 | 1.003 | -1.169 | -0.9248 | -0.9365 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.011 | -0.9977 | 0.1025 | -0.8005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7602 | -0.8824 | -0.7906 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5311 | -0.8630 | -1.070 | -0.2089 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.21254 | 91.24 | -5.369 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.624 | 0.4069 | 1.236 | 0.06062 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7941 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.581 | 0.9641 | 0.6942 | 2.013 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.21254</span> | 91.24 | 0.004658 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009817 | 0.6003 | 1.236 | 0.06062 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7941 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.581 | 0.9641 | 0.6942 | 2.013 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.267 | 1.195 | 0.01760 | -0.08987 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3825 | 1.260 | -5.272 | 3.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1336 | 0.009843 | -0.5186 | -2.706 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.727 | 1.652 | 0.2904 | -1.976 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 474.18171 | 1.004 | -1.170 | -0.9247 | -0.9364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.011 | -0.9989 | 0.1065 | -0.8033 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7602 | -0.8823 | -0.7904 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5322 | -0.8627 | -1.070 | -0.2078 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.18171 | 91.41 | -5.370 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.624 | 0.4064 | 1.237 | 0.06054 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7942 | 0.7112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.580 | 0.9644 | 0.6939 | 2.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.18171</span> | 91.41 | 0.004653 | 0.2885 | 0.1109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009814 | 0.6002 | 1.237 | 0.06054 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05824 | 0.7942 | 0.7112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.580 | 0.9644 | 0.6939 | 2.014 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.716 | 1.206 | 0.2113 | -0.1128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3755 | 1.207 | -5.399 | 3.226 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09670 | -0.03459 | -0.6713 | -0.5638 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.619 | 1.687 | 0.2005 | -1.998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 474.14509 | 1.003 | -1.171 | -0.9248 | -0.9363 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.012 | -1.000 | 0.1105 | -0.8061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7602 | -0.8822 | -0.7900 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5333 | -0.8621 | -1.071 | -0.2068 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.14509 | 91.25 | -5.371 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.624 | 0.4059 | 1.239 | 0.06045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05825 | 0.7945 | 0.7106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.579 | 0.9649 | 0.6936 | 2.015 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.14509</span> | 91.25 | 0.004648 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009811 | 0.6001 | 1.239 | 0.06045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8775 | 0.05825 | 0.7945 | 0.7106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.579 | 0.9649 | 0.6936 | 2.015 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.280 | 1.192 | 0.02321 | -0.09129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3799 | 1.239 | -5.339 | 3.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1074 | 0.06181 | -0.4875 | -2.680 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.648 | 1.743 | 0.2195 | -1.955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 474.11542 | 1.005 | -1.172 | -0.9248 | -0.9361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.012 | -1.001 | 0.1146 | -0.8089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7603 | -0.8821 | -0.7897 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5344 | -0.8621 | -1.071 | -0.2057 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.11542 | 91.42 | -5.372 | -0.9028 | -2.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.625 | 0.4054 | 1.241 | 0.06037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7947 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.577 | 0.9649 | 0.6934 | 2.017 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.11542</span> | 91.42 | 0.004643 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009807 | 0.6000 | 1.241 | 0.06037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7947 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.577 | 0.9649 | 0.6934 | 2.017 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.52 | 1.202 | 0.2258 | -0.1162 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3725 | 1.186 | -5.381 | 3.222 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1104 | -0.04157 | -0.6550 | -0.5841 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.505 | 1.701 | 0.1753 | -1.993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 474.07794 | 1.003 | -1.173 | -0.9248 | -0.9360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.012 | -1.002 | 0.1187 | -0.8117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7604 | -0.8821 | -0.7895 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5355 | -0.8615 | -1.071 | -0.2048 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.07794 | 91.25 | -5.373 | -0.9028 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.625 | 0.4048 | 1.242 | 0.06029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7949 | 0.7104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.576 | 0.9655 | 0.6932 | 2.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.07794</span> | 91.25 | 0.004638 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009804 | 0.5999 | 1.242 | 0.06029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7949 | 0.7104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.576 | 0.9655 | 0.6932 | 2.018 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.801 | 1.188 | 0.03689 | -0.09236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3785 | 1.221 | -5.368 | 3.104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1066 | 0.003449 | -0.6711 | -0.7398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.563 | 1.803 | 0.1884 | -1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 474.04951 | 1.005 | -1.175 | -0.9248 | -0.9359 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.013 | -1.003 | 0.1228 | -0.8144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7604 | -0.8820 | -0.7890 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5367 | -0.8618 | -1.071 | -0.2036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.04951 | 91.43 | -5.375 | -0.9028 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.625 | 0.4044 | 1.244 | 0.06021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7952 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.575 | 0.9652 | 0.6930 | 2.019 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.04951</span> | 91.43 | 0.004633 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009801 | 0.5997 | 1.244 | 0.06021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8774 | 0.05825 | 0.7952 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.575 | 0.9652 | 0.6930 | 2.019 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.86 | 1.196 | 0.2377 | -0.1190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3700 | 1.169 | -5.399 | 3.259 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09645 | -0.03914 | -0.4400 | -2.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.421 | 1.705 | 0.1351 | -1.978 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 474.01246 | 1.003 | -1.176 | -0.9249 | -0.9357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.013 | -1.004 | 0.1268 | -0.8173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7606 | -0.8819 | -0.7888 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5377 | -0.8613 | -1.072 | -0.2028 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.01246 | 91.25 | -5.376 | -0.9029 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.626 | 0.4039 | 1.246 | 0.06013 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8773 | 0.05825 | 0.7954 | 0.7098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.573 | 0.9657 | 0.6927 | 2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.01246</span> | 91.25 | 0.004628 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009798 | 0.5996 | 1.246 | 0.06013 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8773 | 0.05825 | 0.7954 | 0.7098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.573 | 0.9657 | 0.6927 | 2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.724 | 1.179 | 0.03043 | -0.09493 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3750 | 1.206 | -5.283 | 3.092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09863 | -0.01543 | -0.6573 | -0.7980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.377 | 1.778 | 0.1578 | -1.944 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 473.98155 | 1.005 | -1.177 | -0.9249 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.013 | -1.005 | 0.1310 | -0.8202 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7607 | -0.8818 | -0.7885 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5387 | -0.8611 | -1.072 | -0.2018 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.98155 | 91.42 | -5.377 | -0.9029 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.626 | 0.4034 | 1.247 | 0.06004 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8773 | 0.05826 | 0.7956 | 0.7095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.572 | 0.9659 | 0.6925 | 2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.98155</span> | 91.42 | 0.004623 | 0.2885 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009794 | 0.5995 | 1.247 | 0.06004 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8773 | 0.05826 | 0.7956 | 0.7095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.572 | 0.9659 | 0.6925 | 2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.125 | 1.189 | 0.2215 | -0.1183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3680 | 1.157 | -5.346 | 3.214 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06695 | -0.05805 | -0.6245 | -0.6678 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.365 | 1.770 | 0.07348 | -1.960 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 473.94647 | 1.003 | -1.178 | -0.9250 | -0.9354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.014 | -1.007 | 0.1350 | -0.8231 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7608 | -0.8817 | -0.7881 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5397 | -0.8608 | -1.072 | -0.2009 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.94647 | 91.26 | -5.378 | -0.9030 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.626 | 0.4029 | 1.249 | 0.05996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8772 | 0.05826 | 0.7959 | 0.7086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.571 | 0.9661 | 0.6923 | 2.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.94647</span> | 91.26 | 0.004618 | 0.2884 | 0.1110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009791 | 0.5994 | 1.249 | 0.05996 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8772 | 0.05826 | 0.7959 | 0.7086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.571 | 0.9661 | 0.6923 | 2.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.271 | 1.174 | 0.04603 | -0.09766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3725 | 1.188 | -5.320 | 3.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09768 | -0.01918 | -0.6378 | -0.8469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.360 | 1.825 | 0.08453 | -1.920 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 473.91708 | 1.005 | -1.179 | -0.9250 | -0.9353 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.014 | -1.008 | 0.1391 | -0.8259 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7609 | -0.8816 | -0.7877 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5408 | -0.8610 | -1.072 | -0.1999 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.91708 | 91.43 | -5.379 | -0.9030 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.627 | 0.4024 | 1.251 | 0.05988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8772 | 0.05826 | 0.7962 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.570 | 0.9660 | 0.6921 | 2.024 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.91708</span> | 91.43 | 0.004613 | 0.2884 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009788 | 0.5993 | 1.251 | 0.05988 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8772 | 0.05826 | 0.7962 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.570 | 0.9660 | 0.6921 | 2.024 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.919 | 1.183 | 0.2388 | -0.1221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3649 | 1.138 | -5.295 | 3.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05759 | -0.06746 | -0.6018 | -0.7458 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.218 | 1.797 | 0.02666 | -1.950 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 473.88166 | 1.003 | -1.180 | -0.9251 | -0.9351 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.014 | -1.009 | 0.1432 | -0.8289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7611 | -0.8814 | -0.7874 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5418 | -0.8607 | -1.072 | -0.1991 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.88166 | 91.26 | -5.380 | -0.9031 | -2.198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.627 | 0.4019 | 1.252 | 0.05979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8771 | 0.05827 | 0.7964 | 0.7073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.568 | 0.9662 | 0.6919 | 2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.88166</span> | 91.26 | 0.004608 | 0.2884 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009785 | 0.5991 | 1.252 | 0.05979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8771 | 0.05827 | 0.7964 | 0.7073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.568 | 0.9662 | 0.6919 | 2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.370 | 1.167 | 0.05346 | -0.09978 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3701 | 1.174 | -5.172 | 3.105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07011 | -0.02516 | -0.4239 | -2.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.187 | 1.854 | 0.07395 | -1.907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 473.85215 | 1.005 | -1.181 | -0.9251 | -0.9350 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.015 | -1.010 | 0.1472 | -0.8318 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7612 | -0.8813 | -0.7872 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5427 | -0.8608 | -1.073 | -0.1983 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.85215 | 91.44 | -5.381 | -0.9031 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.627 | 0.4014 | 1.254 | 0.05971 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8771 | 0.05827 | 0.7965 | 0.7078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.567 | 0.9662 | 0.6918 | 2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.85215</span> | 91.44 | 0.004603 | 0.2884 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009781 | 0.5990 | 1.254 | 0.05971 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8771 | 0.05827 | 0.7965 | 0.7078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.567 | 0.9662 | 0.6918 | 2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.42 | 1.179 | 0.2474 | -0.1240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3627 | 1.120 | -5.345 | 3.221 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07960 | -0.04998 | -0.3836 | -2.755 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.094 | 1.797 | -0.01014 | -1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 473.81514 | 1.003 | -1.182 | -0.9251 | -0.9348 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.015 | -1.011 | 0.1513 | -0.8349 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7614 | -0.8810 | -0.7873 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5432 | -0.8601 | -1.073 | -0.1979 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.81514 | 91.27 | -5.382 | -0.9031 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.628 | 0.4008 | 1.256 | 0.05962 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8770 | 0.05828 | 0.7964 | 0.7084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.567 | 0.9669 | 0.6916 | 2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.81514</span> | 91.27 | 0.004598 | 0.2884 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009778 | 0.5989 | 1.256 | 0.05962 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8770 | 0.05828 | 0.7964 | 0.7084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.567 | 0.9669 | 0.6916 | 2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.811 | 1.166 | 0.05684 | -0.1019 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3663 | 1.150 | -5.276 | 3.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06818 | -0.03474 | -0.4125 | -2.836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.158 | 1.851 | 0.03258 | -1.914 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 473.78884 | 1.005 | -1.183 | -0.9252 | -0.9346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.015 | -1.012 | 0.1554 | -0.8377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7615 | -0.8808 | -0.7873 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5439 | -0.8602 | -1.073 | -0.1971 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.78884 | 91.46 | -5.383 | -0.9031 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.628 | 0.4003 | 1.257 | 0.05954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8770 | 0.05829 | 0.7965 | 0.7095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.566 | 0.9667 | 0.6915 | 2.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.78884</span> | 91.46 | 0.004593 | 0.2884 | 0.1111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009775 | 0.5988 | 1.257 | 0.05954 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8770 | 0.05829 | 0.7965 | 0.7095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.566 | 0.9667 | 0.6915 | 2.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.26 | 1.178 | 0.2628 | -0.1282 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3579 | 1.094 | -5.180 | 3.234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08932 | -0.09780 | -0.5652 | -0.6340 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.031 | 1.841 | -0.06209 | -1.938 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 75</span>| 473.75065 | 1.003 | -1.184 | -0.9252 | -0.9344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.016 | -1.013 | 0.1594 | -0.8407 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7617 | -0.8806 | -0.7872 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5446 | -0.8597 | -1.073 | -0.1966 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.75065 | 91.27 | -5.384 | -0.9032 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.628 | 0.3998 | 1.259 | 0.05945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8769 | 0.05829 | 0.7965 | 0.7092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9672 | 0.6914 | 2.028 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.75065</span> | 91.27 | 0.004588 | 0.2884 | 0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009772 | 0.5986 | 1.259 | 0.05945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8769 | 0.05829 | 0.7965 | 0.7092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.565 | 0.9672 | 0.6914 | 2.028 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.250 | 1.164 | 0.05078 | -0.1019 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3635 | 1.132 | -5.308 | 3.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09569 | -0.05602 | -0.5891 | -0.8121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.074 | 1.883 | 0.002586 | -1.906 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 76</span>| 473.72028 | 1.005 | -1.185 | -0.9252 | -0.9343 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.016 | -1.014 | 0.1635 | -0.8437 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7618 | -0.8804 | -0.7870 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5455 | -0.8599 | -1.073 | -0.1958 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.72028 | 91.43 | -5.385 | -0.9032 | -2.197 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.629 | 0.3993 | 1.261 | 0.05936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8768 | 0.05830 | 0.7967 | 0.7088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.564 | 0.9671 | 0.6912 | 2.029 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.72028</span> | 91.43 | 0.004583 | 0.2884 | 0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009768 | 0.5985 | 1.261 | 0.05936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8768 | 0.05830 | 0.7967 | 0.7088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.564 | 0.9671 | 0.6912 | 2.029 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.975 | 1.171 | 0.2290 | -0.1246 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3563 | 1.085 | -5.320 | 3.173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08707 | -0.1016 | -0.5561 | -0.7117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9536 | 1.850 | -0.07963 | -1.922 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 77</span>| 473.68600 | 1.003 | -1.186 | -0.9253 | -0.9341 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.016 | -1.015 | 0.1676 | -0.8467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7620 | -0.8801 | -0.7868 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5463 | -0.8596 | -1.073 | -0.1952 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.686 | 91.28 | -5.386 | -0.9033 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.629 | 0.3989 | 1.263 | 0.05928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8768 | 0.05831 | 0.7968 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.563 | 0.9673 | 0.6911 | 2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.686</span> | 91.28 | 0.004578 | 0.2884 | 0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009765 | 0.5984 | 1.263 | 0.05928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8768 | 0.05831 | 0.7968 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.563 | 0.9673 | 0.6911 | 2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.608 | 1.155 | 0.05506 | -0.1036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3607 | 1.118 | -5.212 | 3.031 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08611 | -0.04336 | -0.3798 | -2.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.093 | 1.880 | -0.02731 | -1.896 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 78</span>| 473.65599 | 1.005 | -1.188 | -0.9253 | -0.9339 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.017 | -1.016 | 0.1718 | -0.8497 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7621 | -0.8799 | -0.7868 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5471 | -0.8595 | -1.074 | -0.1946 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.65599 | 91.44 | -5.388 | -0.9033 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.629 | 0.3984 | 1.264 | 0.05919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8767 | 0.05831 | 0.7968 | 0.7087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9674 | 0.6910 | 2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.65599</span> | 91.44 | 0.004573 | 0.2884 | 0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009762 | 0.5983 | 1.264 | 0.05919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8767 | 0.05831 | 0.7968 | 0.7087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9674 | 0.6910 | 2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.720 | 1.170 | 0.2444 | -0.1229 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3557 | 1.067 | -5.275 | 3.173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07850 | -0.1042 | -0.5348 | -0.6844 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9479 | 1.915 | -0.1018 | -1.917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 79</span>| 473.62083 | 1.003 | -1.189 | -0.9254 | -0.9337 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.017 | -1.017 | 0.1759 | -0.8528 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7623 | -0.8795 | -0.7869 | -1.089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5477 | -0.8591 | -1.074 | -0.1942 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.62083 | 91.28 | -5.389 | -0.9033 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.630 | 0.3979 | 1.266 | 0.05910 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8766 | 0.05832 | 0.7968 | 0.7085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9678 | 0.6909 | 2.031 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.62083</span> | 91.28 | 0.004568 | 0.2884 | 0.1112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009758 | 0.5982 | 1.266 | 0.05910 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8766 | 0.05832 | 0.7968 | 0.7085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.562 | 0.9678 | 0.6909 | 2.031 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.323 | 1.153 | 0.05982 | -0.1053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3572 | 1.098 | -4.702 | 3.058 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1117 | -0.04281 | -0.5573 | -0.7999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.039 | 1.912 | -0.05974 | -1.890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 80</span>| 473.59326 | 1.005 | -1.190 | -0.9254 | -0.9335 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -1.019 | 0.1798 | -0.8560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7624 | -0.8793 | -0.7867 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5486 | -0.8595 | -1.074 | -0.1934 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.59326 | 91.46 | -5.390 | -0.9034 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.630 | 0.3974 | 1.268 | 0.05901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8766 | 0.05833 | 0.7969 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.560 | 0.9674 | 0.6908 | 2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.59326</span> | 91.46 | 0.004562 | 0.2884 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009755 | 0.5981 | 1.268 | 0.05901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8766 | 0.05833 | 0.7969 | 0.7081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.560 | 0.9674 | 0.6908 | 2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.25 | 1.162 | 0.2586 | -0.1299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3499 | 1.048 | -5.229 | 3.126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05642 | -0.09930 | -0.3252 | -2.718 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8202 | 1.876 | -0.1477 | -1.910 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 81</span>| 473.55541 | 1.003 | -1.191 | -0.9255 | -0.9333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -1.020 | 0.1836 | -0.8595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7626 | -0.8789 | -0.7868 | -1.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5492 | -0.8592 | -1.074 | -0.1932 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.55541 | 91.31 | -5.391 | -0.9034 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.630 | 0.3968 | 1.269 | 0.05891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05834 | 0.7968 | 0.7080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.560 | 0.9677 | 0.6906 | 2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.55541</span> | 91.31 | 0.004557 | 0.2883 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009751 | 0.5979 | 1.269 | 0.05891 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05834 | 0.7968 | 0.7080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.560 | 0.9677 | 0.6906 | 2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.062 | 1.149 | 0.09224 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3525 | 1.070 | -5.098 | 2.994 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1095 | -0.04877 | -0.3504 | -2.828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8255 | 1.898 | -0.1147 | -1.889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 82</span>| 473.53708 | 1.006 | -1.192 | -0.9256 | -0.9332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -1.021 | 0.1873 | -0.8616 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7625 | -0.8789 | -0.7866 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5498 | -0.8606 | -1.074 | -0.1918 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.53708 | 91.52 | -5.392 | -0.9035 | -2.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.631 | 0.3964 | 1.271 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05834 | 0.7970 | 0.7099 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.559 | 0.9664 | 0.6907 | 2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.53708</span> | 91.52 | 0.004553 | 0.2883 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009749 | 0.5978 | 1.271 | 0.05884 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05834 | 0.7970 | 0.7099 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.559 | 0.9664 | 0.6907 | 2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.25 | 1.165 | 0.3077 | -0.1378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3448 | 1.019 | -5.264 | 3.150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.09278 | -0.1366 | -0.2969 | -2.557 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7485 | 1.781 | -0.1828 | -1.909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 83</span>| 473.49312 | 1.003 | -1.193 | -0.9256 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.018 | -1.022 | 0.1912 | -0.8647 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7626 | -0.8785 | -0.7869 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5501 | -0.8598 | -1.074 | -0.1918 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.49312 | 91.32 | -5.393 | -0.9035 | -2.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.631 | 0.3959 | 1.272 | 0.05875 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05835 | 0.7967 | 0.7106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.559 | 0.9671 | 0.6906 | 2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.49312</span> | 91.32 | 0.004547 | 0.2883 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009745 | 0.5977 | 1.272 | 0.05875 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05835 | 0.7967 | 0.7106 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.559 | 0.9671 | 0.6906 | 2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.793 | 1.150 | 0.08391 | -0.1095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3500 | 1.057 | -5.154 | 2.847 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07414 | -0.06025 | -0.5244 | -0.6779 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8291 | 1.867 | -0.1201 | -1.880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 84</span>| 473.47390 | 1.006 | -1.194 | -0.9256 | -0.9329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.019 | -1.022 | 0.1953 | -0.8670 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7626 | -0.8785 | -0.7865 | -1.086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5507 | -0.8613 | -1.074 | -0.1903 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.4739 | 91.52 | -5.394 | -0.9036 | -2.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.631 | 0.3955 | 1.274 | 0.05869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05835 | 0.7970 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.558 | 0.9657 | 0.6907 | 2.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.4739</span> | 91.52 | 0.004543 | 0.2883 | 0.1113 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009743 | 0.5976 | 1.274 | 0.05869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8765 | 0.05835 | 0.7970 | 0.7110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.558 | 0.9657 | 0.6907 | 2.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.82 | 1.163 | 0.3026 | -0.1376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3423 | 1.007 | -4.821 | 3.176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06207 | -0.1161 | -0.4712 | -0.4774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7015 | 1.725 | -0.1877 | -1.896 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 85</span>| 473.43080 | 1.003 | -1.195 | -0.9257 | -0.9326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.019 | -1.024 | 0.1991 | -0.8700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7628 | -0.8781 | -0.7866 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5513 | -0.8608 | -1.074 | -0.1899 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.4308 | 91.31 | -5.395 | -0.9036 | -2.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.632 | 0.3950 | 1.276 | 0.05860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8764 | 0.05836 | 0.7970 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.557 | 0.9662 | 0.6906 | 2.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.4308</span> | 91.31 | 0.004538 | 0.2883 | 0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009739 | 0.5975 | 1.276 | 0.05860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8764 | 0.05836 | 0.7970 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.557 | 0.9662 | 0.6906 | 2.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.611 | 1.145 | 0.07564 | -0.1091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3478 | 1.048 | -5.196 | 2.853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07176 | -0.06153 | -0.5100 | -0.6862 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7701 | 1.783 | -0.1204 | -1.866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 86</span>| 473.40390 | 1.005 | -1.196 | -0.9258 | -0.9324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.019 | -1.025 | 0.2034 | -0.8728 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7629 | -0.8779 | -0.7864 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5520 | -0.8612 | -1.074 | -0.1890 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.4039 | 91.48 | -5.396 | -0.9037 | -2.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.632 | 0.3946 | 1.277 | 0.05852 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8764 | 0.05837 | 0.7971 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.556 | 0.9658 | 0.6906 | 2.037 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.4039</span> | 91.48 | 0.004533 | 0.2883 | 0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009736 | 0.5974 | 1.277 | 0.05852 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8764 | 0.05837 | 0.7971 | 0.7105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.556 | 0.9658 | 0.6906 | 2.037 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.82 | 1.154 | 0.2542 | -0.1321 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3410 | 1.002 | -5.150 | 3.097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04820 | -0.1059 | -0.4698 | -0.5387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6891 | 1.733 | -0.1906 | -1.879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 87</span>| 473.36686 | 1.003 | -1.198 | -0.9258 | -0.9322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -1.026 | 0.2076 | -0.8758 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7631 | -0.8776 | -0.7865 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5525 | -0.8606 | -1.074 | -0.1886 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.36686 | 91.32 | -5.398 | -0.9037 | -2.195 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.632 | 0.3941 | 1.279 | 0.05843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8763 | 0.05838 | 0.7970 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.556 | 0.9664 | 0.6905 | 2.038 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.36686</span> | 91.32 | 0.004527 | 0.2883 | 0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009733 | 0.5973 | 1.279 | 0.05843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8763 | 0.05838 | 0.7970 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.556 | 0.9664 | 0.6905 | 2.038 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.686 | 1.139 | 0.08028 | -0.1103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3450 | 1.034 | -5.059 | 2.983 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07022 | -0.06541 | -0.4954 | -0.7148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6839 | 1.782 | -0.1353 | -1.853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 88</span>| 473.34117 | 1.005 | -1.199 | -0.9259 | -0.9321 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -1.027 | 0.2118 | -0.8787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7632 | -0.8774 | -0.7864 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5531 | -0.8611 | -1.074 | -0.1877 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.34117 | 91.49 | -5.399 | -0.9038 | -2.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.3936 | 1.281 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8763 | 0.05838 | 0.7971 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.555 | 0.9659 | 0.6904 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.34117</span> | 91.49 | 0.004522 | 0.2883 | 0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009730 | 0.5972 | 1.281 | 0.05835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8763 | 0.05838 | 0.7971 | 0.7100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.555 | 0.9659 | 0.6904 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.62 | 1.149 | 0.2679 | -0.1346 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3379 | 0.9875 | -5.147 | 2.965 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07400 | -0.1145 | -0.4542 | -0.5455 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6283 | 1.734 | -0.2097 | -1.869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 89</span>| 473.30326 | 1.004 | -1.200 | -0.9259 | -0.9318 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.020 | -1.028 | 0.2159 | -0.8818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7634 | -0.8771 | -0.7865 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5535 | -0.8604 | -1.074 | -0.1874 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.30326 | 91.32 | -5.400 | -0.9038 | -2.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.3932 | 1.283 | 0.05826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8762 | 0.05839 | 0.7970 | 0.7096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.555 | 0.9665 | 0.6903 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.30326</span> | 91.32 | 0.004517 | 0.2883 | 0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009726 | 0.5970 | 1.283 | 0.05826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8762 | 0.05839 | 0.7970 | 0.7096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.555 | 0.9665 | 0.6903 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.609 | 1.134 | 0.08636 | -0.1114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3423 | 1.018 | -5.228 | 2.880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1079 | -0.06580 | -0.2896 | -2.686 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6917 | 1.801 | -0.1599 | -1.842 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 90</span>| 473.27616 | 1.005 | -1.201 | -0.9260 | -0.9316 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -1.029 | 0.2202 | -0.8845 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7634 | -0.8768 | -0.7866 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5540 | -0.8607 | -1.074 | -0.1867 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.27616 | 91.48 | -5.401 | -0.9039 | -2.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.633 | 0.3927 | 1.284 | 0.05818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8762 | 0.05840 | 0.7970 | 0.7107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.554 | 0.9663 | 0.6904 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.27616</span> | 91.48 | 0.004512 | 0.2883 | 0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009723 | 0.5969 | 1.284 | 0.05818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8762 | 0.05840 | 0.7970 | 0.7107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.554 | 0.9663 | 0.6904 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.44 | 1.145 | 0.2516 | -0.1333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3351 | 0.9744 | -4.753 | 3.090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05028 | -0.1148 | -0.4450 | -0.5198 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5573 | 1.743 | -0.2240 | -1.858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 91</span>| 473.24283 | 1.003 | -1.202 | -0.9260 | -0.9314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -1.030 | 0.2240 | -0.8877 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7636 | -0.8764 | -0.7870 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5543 | -0.8601 | -1.074 | -0.1866 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.24283 | 91.29 | -5.402 | -0.9039 | -2.194 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.3922 | 1.286 | 0.05809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8761 | 0.05841 | 0.7967 | 0.7107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.554 | 0.9668 | 0.6903 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.24283</span> | 91.29 | 0.004506 | 0.2882 | 0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009720 | 0.5968 | 1.286 | 0.05809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8761 | 0.05841 | 0.7967 | 0.7107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.554 | 0.9668 | 0.6903 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.383 | 1.129 | 0.03939 | -0.1057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3410 | 1.013 | -4.733 | 2.907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.07460 | -0.06623 | -0.4732 | -0.6761 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6495 | 1.823 | -0.1637 | -1.832 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 92</span>| 473.20973 | 1.005 | -1.204 | -0.9260 | -0.9311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.021 | -1.031 | 0.2279 | -0.8912 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7638 | -0.8760 | -0.7872 | -1.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5548 | -0.8600 | -1.075 | -0.1862 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.20973 | 91.43 | -5.404 | -0.9039 | -2.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.3917 | 1.288 | 0.05799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8760 | 0.05843 | 0.7966 | 0.7102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.553 | 0.9669 | 0.6900 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.20973</span> | 91.43 | 0.004500 | 0.2882 | 0.1115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009716 | 0.5967 | 1.288 | 0.05799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8760 | 0.05843 | 0.7966 | 0.7102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.553 | 0.9669 | 0.6900 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 93</span>| 473.17178 | 1.005 | -1.205 | -0.9261 | -0.9307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.022 | -1.032 | 0.2326 | -0.8959 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7641 | -0.8754 | -0.7876 | -1.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5554 | -0.8593 | -1.075 | -0.1863 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.17178 | 91.43 | -5.405 | -0.9040 | -2.193 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.634 | 0.3910 | 1.289 | 0.05785 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8759 | 0.05844 | 0.7963 | 0.7092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.552 | 0.9676 | 0.6896 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.17178</span> | 91.43 | 0.004492 | 0.2882 | 0.1116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009711 | 0.5965 | 1.289 | 0.05785 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8759 | 0.05844 | 0.7963 | 0.7092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.552 | 0.9676 | 0.6896 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 94</span>| 472.97479 | 1.005 | -1.215 | -0.9262 | -0.9287 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.025 | -1.041 | 0.2575 | -0.9212 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7657 | -0.8720 | -0.7899 | -1.094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5585 | -0.8552 | -1.078 | -0.1866 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.97479 | 91.45 | -5.415 | -0.9041 | -2.191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.637 | 0.3872 | 1.300 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8752 | 0.05854 | 0.7946 | 0.7037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.549 | 0.9715 | 0.6874 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.97479</span> | 91.45 | 0.004449 | 0.2882 | 0.1118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009685 | 0.5956 | 1.300 | 0.05712 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8752 | 0.05854 | 0.7946 | 0.7037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.549 | 0.9715 | 0.6874 | 2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 95</span>| 472.26932 | 1.006 | -1.253 | -0.9268 | -0.9205 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.035 | -1.074 | 0.3572 | -1.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7723 | -0.8583 | -0.7991 | -1.118 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5709 | -0.8392 | -1.088 | -0.1877 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.26932 | 91.55 | -5.453 | -0.9046 | -2.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.648 | 0.3719 | 1.341 | 0.05419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8725 | 0.05894 | 0.7878 | 0.6819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.534 | 0.9868 | 0.6787 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.26932</span> | 91.55 | 0.004282 | 0.2881 | 0.1127 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009582 | 0.5919 | 1.341 | 0.05419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8725 | 0.05894 | 0.7878 | 0.6819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.534 | 0.9868 | 0.6787 | 2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 96</span>| 470.90347 | 1.012 | -1.408 | -0.9286 | -0.8872 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.078 | -1.207 | 0.7550 | -1.427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7985 | -0.8024 | -0.8343 | -1.204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6170 | -0.7722 | -1.128 | -0.1957 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 470.90347 | 92.06 | -5.608 | -0.9062 | -2.150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.691 | 0.3105 | 1.506 | 0.04245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8616 | 0.06056 | 0.7621 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.051 | 0.6438 | 2.029 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 470.90347</span> | 92.06 | 0.003670 | 0.2878 | 0.1165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009180 | 0.5770 | 1.506 | 0.04245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8616 | 0.06056 | 0.7621 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 1.051 | 0.6438 | 2.029 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 16.46 | 0.7178 | 1.137 | -0.2842 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06515 | -1.058 | -6.810 | -2.325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1903 | -0.6630 | 1.424 | -9.046 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.659 | 8.235 | -7.307 | -1.506 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 97</span>| 469.55066 | 1.016 | -1.623 | -0.9529 | -0.8214 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.136 | -1.353 | 1.295 | -1.874 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8595 | -0.6716 | -0.9513 | -1.204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7087 | -0.8316 | -0.9499 | -0.4083 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.55066 | 92.47 | -5.823 | -0.9279 | -2.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.749 | 0.2437 | 1.731 | 0.02949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8363 | 0.06435 | 0.6766 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.371 | 0.9940 | 0.7978 | 1.771 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.55066</span> | 92.47 | 0.002960 | 0.2834 | 0.1245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008661 | 0.5606 | 1.731 | 0.02949 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8363 | 0.06435 | 0.6766 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.371 | 0.9940 | 0.7978 | 1.771 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.003 | 0.4823 | 0.6025 | -0.2481 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.135 | 0.1015 | -5.875 | -8.309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8363 | -0.7839 | 1.711 | -6.097 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.755 | 1.794 | 4.040 | -0.5408 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 98</span>| 471.32255 | 1.022 | -1.880 | -1.043 | -0.7426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.107 | -1.512 | 1.956 | -1.964 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9773 | -0.5429 | -1.097 | -1.122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6469 | -0.5662 | -0.9027 | -0.4752 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 471.32255 | 93.00 | -6.080 | -1.008 | -2.005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.719 | 0.1705 | 2.005 | 0.02687 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7874 | 0.06809 | 0.5704 | 0.6787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.444 | 1.248 | 0.8385 | 1.690 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 471.32255</span> | 93.00 | 0.002289 | 0.2674 | 0.1347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008922 | 0.5425 | 2.005 | 0.02687 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7874 | 0.06809 | 0.5704 | 0.6787 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.444 | 1.248 | 0.8385 | 1.690 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 99</span>| 468.82475 | 1.022 | -1.709 | -0.9836 | -0.7948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.126 | -1.406 | 1.521 | -1.898 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8984 | -0.6279 | -1.001 | -1.172 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6845 | -0.7440 | -0.9371 | -0.4303 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.82475 | 92.98 | -5.909 | -0.9551 | -2.057 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.738 | 0.2191 | 1.824 | 0.02879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8201 | 0.06562 | 0.6400 | 0.6333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.400 | 1.078 | 0.8088 | 1.744 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.82475</span> | 92.98 | 0.002714 | 0.2779 | 0.1278 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008755 | 0.5546 | 1.824 | 0.02879 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8201 | 0.06562 | 0.6400 | 0.6333 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.400 | 1.078 | 0.8088 | 1.744 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 40.86 | 0.3767 | -0.09575 | -0.1893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.313 | -0.2132 | -3.864 | -4.927 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.292 | -1.079 | -0.1017 | -3.329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.248 | 8.116 | 3.916 | -0.3530 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 100</span>| 467.75171 | 1.017 | -1.816 | -0.9824 | -0.7623 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.067 | -1.470 | 1.678 | -1.962 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9501 | -0.5667 | -0.9995 | -1.140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5909 | -0.8204 | -1.012 | -0.4878 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.75171 | 92.51 | -6.016 | -0.9541 | -2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.679 | 0.1896 | 1.889 | 0.02693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7987 | 0.06740 | 0.6413 | 0.6622 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.510 | 1.005 | 0.7438 | 1.674 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.75171</span> | 92.51 | 0.002440 | 0.2781 | 0.1320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.009285 | 0.5473 | 1.889 | 0.02693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7987 | 0.06740 | 0.6413 | 0.6622 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.510 | 1.005 | 0.7438 | 1.674 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.72 | 0.1617 | -0.2966 | 0.1391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7722 | -0.6625 | -3.136 | -6.222 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.617 | -0.9189 | -0.2811 | -3.105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.05355 | 2.320 | -3.473 | -2.160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 101</span>| 467.28745 | 1.018 | -1.902 | -0.9107 | -0.7577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9795 | -1.517 | 1.777 | -1.860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8874 | -0.4787 | -0.8826 | -1.170 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6199 | -0.8544 | -0.9952 | -0.3962 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.28745 | 92.66 | -6.102 | -0.8902 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.1682 | 1.931 | 0.02990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8247 | 0.06995 | 0.7268 | 0.6357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 0.9723 | 0.7587 | 1.785 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.28745</span> | 92.66 | 0.002239 | 0.2911 | 0.1327 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8247 | 0.06995 | 0.7268 | 0.6357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 0.9723 | 0.7587 | 1.785 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 21.75 | 0.1003 | 2.571 | 0.1450 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5415 | -1.471 | -1.062 | -1.774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.363 | 0.7539 | 2.182 | -3.357 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.337 | 0.2346 | -1.234 | -0.8531 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 102</span>| 469.68385 | 0.9954 | -1.950 | -1.032 | -0.7900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8810 | -1.433 | 1.783 | -1.785 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9418 | -0.5114 | -0.9107 | -1.204 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6798 | -0.8966 | -1.014 | -0.2565 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.68385 | 90.58 | -6.150 | -0.9984 | -2.052 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.493 | 0.2066 | 1.933 | 0.03207 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8021 | 0.06900 | 0.7062 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.405 | 0.9320 | 0.7422 | 1.955 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.68385</span> | 90.58 | 0.002133 | 0.2693 | 0.1284 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01118 | 0.5515 | 1.933 | 0.03207 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8021 | 0.06900 | 0.7062 | 0.6043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.405 | 0.9320 | 0.7422 | 1.955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 103</span>| 467.87907 | 1.005 | -1.909 | -0.9308 | -0.7628 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9639 | -1.503 | 1.779 | -1.847 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8965 | -0.4841 | -0.8880 | -1.173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6287 | -0.8610 | -0.9975 | -0.3740 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.87907 | 91.48 | -6.109 | -0.9081 | -2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.576 | 0.1745 | 1.931 | 0.03026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8209 | 0.06979 | 0.7229 | 0.6325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.466 | 0.9660 | 0.7566 | 1.812 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.87907</span> | 91.48 | 0.002222 | 0.2874 | 0.1320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01029 | 0.5435 | 1.931 | 0.03026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8209 | 0.06979 | 0.7229 | 0.6325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.466 | 0.9660 | 0.7566 | 1.812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 104</span>| 467.53566 | 1.009 | -1.902 | -0.9117 | -0.7577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9793 | -1.516 | 1.778 | -1.859 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8880 | -0.4790 | -0.8835 | -1.168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6194 | -0.8545 | -0.9947 | -0.3959 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.53566 | 91.86 | -6.102 | -0.8912 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.1685 | 1.931 | 0.02992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8245 | 0.06994 | 0.7261 | 0.6369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9722 | 0.7591 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.53566</span> | 91.86 | 0.002239 | 0.2909 | 0.1326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8245 | 0.06994 | 0.7261 | 0.6369 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9722 | 0.7591 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 105</span>| 467.26444 | 1.016 | -1.902 | -0.9109 | -0.7577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9795 | -1.516 | 1.777 | -1.860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8875 | -0.4788 | -0.8828 | -1.169 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6198 | -0.8544 | -0.9951 | -0.3961 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.26444 | 92.48 | -6.102 | -0.8905 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.1683 | 1.931 | 0.02990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8246 | 0.06995 | 0.7266 | 0.6360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 0.9723 | 0.7588 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.26444</span> | 92.48 | 0.002239 | 0.2910 | 0.1326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02990 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8246 | 0.06995 | 0.7266 | 0.6360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.476 | 0.9723 | 0.7588 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.458 | 0.09189 | 2.450 | 0.1713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5320 | -1.492 | -1.346 | -2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.374 | 0.8089 | 1.804 | -5.854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.303 | 0.2787 | -1.170 | -0.8602 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 106</span>| 467.25360 | 1.017 | -1.902 | -0.9116 | -0.7577 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9793 | -1.516 | 1.778 | -1.859 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8879 | -0.4790 | -0.8833 | -1.168 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6195 | -0.8545 | -0.9948 | -0.3959 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.2536 | 92.51 | -6.102 | -0.8910 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.1685 | 1.931 | 0.02992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8245 | 0.06994 | 0.7263 | 0.6374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9722 | 0.7590 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.2536</span> | 92.51 | 0.002239 | 0.2909 | 0.1326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01013 | 0.5420 | 1.931 | 0.02992 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8245 | 0.06994 | 0.7263 | 0.6374 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9722 | 0.7590 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.196 | 0.08873 | 2.446 | 0.1672 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5342 | -1.484 | -1.056 | -1.956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.373 | 0.7965 | 2.077 | -5.722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.292 | 0.2471 | -1.040 | -0.8496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 107</span>| 467.24389 | 1.015 | -1.902 | -0.9128 | -0.7578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9790 | -1.515 | 1.778 | -1.858 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8886 | -0.4794 | -0.8844 | -1.165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6188 | -0.8546 | -0.9942 | -0.3955 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.24389 | 92.37 | -6.102 | -0.8922 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.592 | 0.1688 | 1.931 | 0.02995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8242 | 0.06993 | 0.7255 | 0.6400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9721 | 0.7595 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.24389</span> | 92.37 | 0.002239 | 0.2907 | 0.1326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01014 | 0.5421 | 1.931 | 0.02995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8242 | 0.06993 | 0.7255 | 0.6400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9721 | 0.7595 | 1.786 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -15.43 | 0.07336 | 2.305 | 0.1893 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5256 | -1.495 | -1.329 | -2.142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.357 | 0.9382 | 1.940 | -3.165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.157 | 0.2760 | -0.9277 | -0.8566 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 108</span>| 467.22397 | 1.017 | -1.902 | -0.9138 | -0.7581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9782 | -1.514 | 1.778 | -1.857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8889 | -0.4797 | -0.8863 | -1.164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6190 | -0.8552 | -0.9945 | -0.3935 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.22397 | 92.56 | -6.102 | -0.8930 | -2.020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.591 | 0.1692 | 1.931 | 0.02998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8241 | 0.06992 | 0.7241 | 0.6409 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9715 | 0.7593 | 1.789 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.22397</span> | 92.56 | 0.002238 | 0.2905 | 0.1326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01015 | 0.5422 | 1.931 | 0.02998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8241 | 0.06992 | 0.7241 | 0.6409 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9715 | 0.7593 | 1.789 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.612 | 0.07601 | 2.377 | 0.1597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5308 | -1.476 | -1.038 | -1.834 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.332 | 0.7679 | 2.039 | -3.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.288 | 0.2037 | -1.093 | -0.8313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 109</span>| 467.20858 | 1.016 | -1.903 | -0.9153 | -0.7584 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9772 | -1.513 | 1.777 | -1.856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8896 | -0.4802 | -0.8882 | -1.164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6194 | -0.8560 | -0.9946 | -0.3915 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.20858 | 92.46 | -6.103 | -0.8944 | -2.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.590 | 0.1698 | 1.931 | 0.03001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8238 | 0.06990 | 0.7227 | 0.6411 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9707 | 0.7591 | 1.791 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.20858</span> | 92.46 | 0.002236 | 0.2902 | 0.1325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01016 | 0.5423 | 1.931 | 0.03001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8238 | 0.06990 | 0.7227 | 0.6411 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9707 | 0.7591 | 1.791 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.651 | 0.07137 | 2.259 | 0.1744 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5171 | -1.486 | -1.304 | -1.934 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.324 | 0.7910 | 1.690 | -3.053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.233 | 0.1999 | -1.046 | -0.8164 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 110</span>| 467.19548 | 1.017 | -1.903 | -0.9170 | -0.7588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9762 | -1.512 | 1.778 | -1.855 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8906 | -0.4808 | -0.8898 | -1.163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6195 | -0.8567 | -0.9946 | -0.3897 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.19548 | 92.56 | -6.103 | -0.8959 | -2.021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.589 | 0.1705 | 1.931 | 0.03005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 0.06989 | 0.7215 | 0.6417 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9701 | 0.7592 | 1.793 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.19548</span> | 92.56 | 0.002235 | 0.2899 | 0.1325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01017 | 0.5425 | 1.931 | 0.03005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 0.06989 | 0.7215 | 0.6417 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9701 | 0.7592 | 1.793 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.695 | 0.07360 | 2.256 | 0.1610 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5147 | -1.467 | -1.275 | -1.734 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.307 | 0.8740 | 2.039 | -5.568 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.898 | -0.2550 | -1.273 | -0.7762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 111</span>| 467.17845 | 1.016 | -1.904 | -0.9175 | -0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9751 | -1.510 | 1.777 | -1.854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8907 | -0.4813 | -0.8918 | -1.161 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6194 | -0.8571 | -0.9949 | -0.3876 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.17845 | 92.50 | -6.104 | -0.8963 | -2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.588 | 0.1711 | 1.930 | 0.03007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 0.06987 | 0.7201 | 0.6433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9697 | 0.7589 | 1.796 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.17845</span> | 92.50 | 0.002234 | 0.2898 | 0.1324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01018 | 0.5427 | 1.930 | 0.03007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8234 | 0.06987 | 0.7201 | 0.6433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9697 | 0.7589 | 1.796 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.021 | 0.06308 | 2.194 | 0.1658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5050 | -1.471 | -1.283 | -1.811 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.304 | 0.7659 | 1.629 | -2.860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.234 | 0.1434 | -1.025 | -0.7796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 112</span>| 467.16518 | 1.015 | -1.904 | -0.9192 | -0.7596 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9742 | -1.509 | 1.777 | -1.853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8917 | -0.4819 | -0.8931 | -1.160 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6190 | -0.8574 | -0.9946 | -0.3864 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.16518 | 92.39 | -6.104 | -0.8978 | -2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.587 | 0.1719 | 1.931 | 0.03011 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8229 | 0.06985 | 0.7191 | 0.6447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9694 | 0.7592 | 1.797 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.16518</span> | 92.39 | 0.002234 | 0.2895 | 0.1324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01019 | 0.5429 | 1.931 | 0.03011 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8229 | 0.06985 | 0.7191 | 0.6447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.477 | 0.9694 | 0.7592 | 1.797 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.15 | 0.05292 | 2.063 | 0.1800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4962 | -1.473 | -0.9311 | -1.912 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.287 | 0.8965 | 1.659 | -5.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.766 | -0.2649 | -1.228 | -0.7899 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 113</span>| 467.14275 | 1.016 | -1.904 | -0.9201 | -0.7599 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9736 | -1.507 | 1.777 | -1.851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8922 | -0.4826 | -0.8948 | -1.157 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6182 | -0.8576 | -0.9943 | -0.3850 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.14275 | 92.43 | -6.104 | -0.8986 | -2.022 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.586 | 0.1725 | 1.931 | 0.03014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8227 | 0.06984 | 0.7179 | 0.6470 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.478 | 0.9693 | 0.7594 | 1.799 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.14275</span> | 92.43 | 0.002233 | 0.2893 | 0.1324 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01019 | 0.5430 | 1.931 | 0.03014 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8227 | 0.06984 | 0.7179 | 0.6470 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.478 | 0.9693 | 0.7594 | 1.799 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -6.177 | 0.04590 | 2.051 | 0.1758 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4936 | -1.461 | -0.9893 | -1.828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.266 | 0.7615 | 1.545 | -5.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.792 | -0.2512 | -1.220 | -0.7551 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 114</span>| 467.10820 | 1.017 | -1.905 | -0.9220 | -0.7605 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9724 | -1.505 | 1.777 | -1.849 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8932 | -0.4835 | -0.8976 | -1.151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6164 | -0.8576 | -0.9935 | -0.3828 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.1082 | 92.55 | -6.105 | -0.9003 | -2.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.585 | 0.1737 | 1.930 | 0.03020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8223 | 0.06981 | 0.7158 | 0.6522 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 0.9692 | 0.7601 | 1.802 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.1082</span> | 92.55 | 0.002232 | 0.2890 | 0.1323 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01020 | 0.5433 | 1.930 | 0.03020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8223 | 0.06981 | 0.7158 | 0.6522 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.480 | 0.9692 | 0.7601 | 1.802 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.449 | 0.03092 | 2.044 | 0.1611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4934 | -1.430 | -1.221 | -1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.229 | 0.8691 | 1.875 | -2.123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.605 | -0.2558 | -1.009 | -0.7122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 115</span>| 467.10106 | 1.014 | -1.905 | -0.9236 | -0.7611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9712 | -1.502 | 1.777 | -1.847 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8940 | -0.4849 | -0.9012 | -1.147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6148 | -0.8578 | -0.9928 | -0.3803 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.10106 | 92.28 | -6.105 | -0.9017 | -2.023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.584 | 0.1749 | 1.930 | 0.03026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8220 | 0.06977 | 0.7132 | 0.6562 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.482 | 0.9690 | 0.7607 | 1.805 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.10106</span> | 92.28 | 0.002232 | 0.2887 | 0.1322 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01022 | 0.5436 | 1.930 | 0.03026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8220 | 0.06977 | 0.7132 | 0.6562 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.482 | 0.9690 | 0.7607 | 1.805 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -24.17 | 0.001665 | 1.814 | 0.1960 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4738 | -1.444 | -0.8955 | -1.908 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.221 | 0.7910 | 1.755 | -3.560 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -2.244 | -0.2675 | -0.8607 | -0.7175 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 116</span>| 467.04630 | 1.016 | -1.905 | -0.9246 | -0.7619 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9696 | -1.499 | 1.777 | -1.845 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8944 | -0.4866 | -0.9055 | -1.143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6133 | -0.8582 | -0.9923 | -0.3775 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.0463 | 92.45 | -6.105 | -0.9026 | -2.024 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.582 | 0.1762 | 1.930 | 0.03032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8218 | 0.06972 | 0.7101 | 0.6601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 0.9686 | 0.7611 | 1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.0463</span> | 92.45 | 0.002231 | 0.2885 | 0.1321 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01023 | 0.5439 | 1.930 | 0.03032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8218 | 0.06972 | 0.7101 | 0.6601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.484 | 0.9686 | 0.7611 | 1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.647 | -0.007887 | 1.876 | 0.1719 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4730 | -1.410 | -0.8701 | -1.589 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.184 | 0.7244 | 1.544 | -4.110 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.544 | -0.3120 | -0.9430 | -0.6527 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 117</span>| 467.02543 | 1.017 | -1.906 | -0.9263 | -0.7625 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9684 | -1.497 | 1.777 | -1.843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8954 | -0.4879 | -0.9089 | -1.137 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6116 | -0.8583 | -0.9915 | -0.3753 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 467.02543 | 92.58 | -6.106 | -0.9041 | -2.025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.581 | 0.1775 | 1.930 | 0.03038 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8214 | 0.06968 | 0.7076 | 0.6649 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 0.9686 | 0.7618 | 1.811 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 467.02543</span> | 92.58 | 0.002230 | 0.2882 | 0.1320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01025 | 0.5443 | 1.930 | 0.03038 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8214 | 0.06968 | 0.7076 | 0.6649 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.486 | 0.9686 | 0.7618 | 1.811 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 12.94 | -0.02385 | 1.879 | 0.1542 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4735 | -1.378 | -0.8918 | -1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.131 | 0.6590 | 1.631 | -3.618 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.430 | -0.2321 | -0.8462 | -0.6495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 118</span>| 466.99646 | 1.016 | -1.906 | -0.9273 | -0.7632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9670 | -1.494 | 1.776 | -1.841 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8958 | -0.4892 | -0.9132 | -1.133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6101 | -0.8587 | -0.9911 | -0.3725 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.99646 | 92.42 | -6.106 | -0.9050 | -2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.579 | 0.1788 | 1.930 | 0.03043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8212 | 0.06964 | 0.7044 | 0.6690 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 0.9682 | 0.7622 | 1.814 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.99646</span> | 92.42 | 0.002230 | 0.2880 | 0.1319 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01026 | 0.5446 | 1.930 | 0.03043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8212 | 0.06964 | 0.7044 | 0.6690 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.488 | 0.9682 | 0.7622 | 1.814 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.590 | -0.05004 | 1.738 | 0.1737 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4573 | -1.378 | -0.8791 | -1.534 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.117 | 0.8064 | 1.528 | -3.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8220 | 0.1296 | -0.3838 | -0.6246 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 119</span>| 466.97639 | 1.017 | -1.906 | -0.9282 | -0.7640 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9655 | -1.490 | 1.776 | -1.839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8964 | -0.4910 | -0.9175 | -1.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6092 | -0.8593 | -0.9910 | -0.3693 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.97639 | 92.52 | -6.106 | -0.9059 | -2.026 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.578 | 0.1803 | 1.930 | 0.03049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8210 | 0.06959 | 0.7013 | 0.6726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 0.9676 | 0.7623 | 1.818 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.97639</span> | 92.52 | 0.002230 | 0.2878 | 0.1318 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01028 | 0.5450 | 1.930 | 0.03049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8210 | 0.06959 | 0.7013 | 0.6726 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 0.9676 | 0.7623 | 1.818 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.027 | -0.06281 | 1.755 | 0.1604 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4507 | -1.349 | -0.8053 | -1.299 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.095 | 0.6623 | 1.032 | -2.794 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8171 | 0.07286 | -0.3538 | -0.5889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 120</span>| 466.96001 | 1.015 | -1.906 | -0.9299 | -0.7649 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9637 | -1.486 | 1.775 | -1.837 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8976 | -0.4931 | -0.9192 | -1.125 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6091 | -0.8600 | -0.9916 | -0.3657 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.96001 | 92.40 | -6.106 | -0.9074 | -2.027 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.576 | 0.1824 | 1.930 | 0.03055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8205 | 0.06953 | 0.7000 | 0.6758 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 0.9669 | 0.7618 | 1.823 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.96001</span> | 92.40 | 0.002230 | 0.2875 | 0.1317 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01029 | 0.5455 | 1.930 | 0.03055 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8205 | 0.06953 | 0.7000 | 0.6758 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.489 | 0.9669 | 0.7618 | 1.823 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.315 | -0.08361 | 1.595 | 0.1755 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4289 | -1.331 | -0.8104 | -1.428 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.055 | 0.7710 | 1.242 | -2.826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.346 | -0.3282 | -0.6399 | -0.5709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 121</span>| 466.94053 | 1.016 | -1.905 | -0.9315 | -0.7662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9617 | -1.480 | 1.774 | -1.835 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8987 | -0.4954 | -0.9193 | -1.121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6079 | -0.8601 | -0.9919 | -0.3632 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.94053 | 92.48 | -6.105 | -0.9088 | -2.029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.574 | 0.1849 | 1.929 | 0.03061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8200 | 0.06946 | 0.6999 | 0.6792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.490 | 0.9668 | 0.7615 | 1.826 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.94053</span> | 92.48 | 0.002231 | 0.2873 | 0.1315 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01031 | 0.5461 | 1.929 | 0.03061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8200 | 0.06946 | 0.6999 | 0.6792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.490 | 0.9668 | 0.7615 | 1.826 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.448 | -0.09452 | 1.578 | 0.1631 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4178 | -1.275 | -0.7880 | -1.291 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.013 | 0.7275 | 1.336 | -0.1176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.297 | -0.2757 | -0.6338 | -0.5586 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 122</span>| 466.92529 | 1.015 | -1.905 | -0.9321 | -0.7676 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9593 | -1.476 | 1.775 | -1.833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8992 | -0.4984 | -0.9232 | -1.122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6063 | -0.8604 | -0.9916 | -0.3612 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.92529 | 92.34 | -6.105 | -0.9093 | -2.030 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.572 | 0.1871 | 1.930 | 0.03066 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8198 | 0.06938 | 0.6971 | 0.6791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 0.9666 | 0.7618 | 1.828 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.92529</span> | 92.34 | 0.002233 | 0.2871 | 0.1313 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01034 | 0.5466 | 1.930 | 0.03066 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8198 | 0.06938 | 0.6971 | 0.6791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.492 | 0.9666 | 0.7618 | 1.828 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -12.72 | -0.09950 | 1.479 | 0.1754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4012 | -1.242 | -0.7866 | -1.413 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9668 | 0.6187 | 0.9349 | -2.630 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.260 | -0.3489 | -0.4063 | -0.5476 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 123</span>| 466.89942 | 1.016 | -1.904 | -0.9326 | -0.7693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9564 | -1.470 | 1.775 | -1.832 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8995 | -0.5006 | -0.9260 | -1.122 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6055 | -0.8609 | -0.9921 | -0.3587 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.89942 | 92.48 | -6.104 | -0.9097 | -2.032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.569 | 0.1897 | 1.929 | 0.03069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8197 | 0.06931 | 0.6950 | 0.6788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 0.9661 | 0.7614 | 1.831 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.89942</span> | 92.48 | 0.002235 | 0.2871 | 0.1311 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01037 | 0.5473 | 1.929 | 0.03069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8197 | 0.06931 | 0.6950 | 0.6788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 0.9661 | 0.7614 | 1.831 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.439 | -0.09008 | 1.544 | 0.1555 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3845 | -1.174 | -0.7709 | -1.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9305 | 0.6799 | 1.153 | -2.871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.766 | -0.2963 | -0.5389 | -0.5305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 124</span>| 466.87885 | 1.016 | -1.902 | -0.9335 | -0.7713 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9544 | -1.465 | 1.775 | -1.831 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8988 | -0.5028 | -0.9291 | -1.120 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6025 | -0.8609 | -0.9918 | -0.3573 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.87885 | 92.42 | -6.102 | -0.9106 | -2.034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.567 | 0.1922 | 1.930 | 0.03072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8200 | 0.06925 | 0.6928 | 0.6803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.497 | 0.9661 | 0.7616 | 1.833 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.87885</span> | 92.42 | 0.002239 | 0.2869 | 0.1309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01039 | 0.5479 | 1.930 | 0.03072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8200 | 0.06925 | 0.6928 | 0.6803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.497 | 0.9661 | 0.7616 | 1.833 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.274 | -0.09794 | 1.477 | 0.1445 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3711 | -1.126 | -0.7697 | -1.253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9213 | 0.5797 | 0.6929 | -2.254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4364 | 0.05549 | -0.07007 | -0.5105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 125</span>| 466.87374 | 1.017 | -1.901 | -0.9363 | -0.7725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9523 | -1.459 | 1.775 | -1.829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9004 | -0.5050 | -0.9284 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6029 | -0.8616 | -0.9930 | -0.3542 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.87374 | 92.57 | -6.101 | -0.9131 | -2.035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.565 | 0.1945 | 1.929 | 0.03078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8193 | 0.06919 | 0.6933 | 0.6817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9655 | 0.7605 | 1.836 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.87374</span> | 92.57 | 0.002241 | 0.2864 | 0.1307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01041 | 0.5485 | 1.929 | 0.03078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8193 | 0.06919 | 0.6933 | 0.6817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9655 | 0.7605 | 1.836 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 13.60 | -0.09484 | 1.445 | 0.1251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3584 | -1.070 | -0.7354 | -1.048 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8551 | 0.6144 | 0.8824 | -0.009520 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4410 | 0.04024 | -0.2274 | -0.5153 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 126</span>| 466.85547 | 1.016 | -1.900 | -0.9388 | -0.7737 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9500 | -1.454 | 1.774 | -1.828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9020 | -0.5070 | -0.9271 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6040 | -0.8622 | -0.9946 | -0.3509 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.85547 | 92.42 | -6.100 | -0.9152 | -2.036 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.562 | 0.1970 | 1.929 | 0.03083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8186 | 0.06913 | 0.6942 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.495 | 0.9648 | 0.7592 | 1.841 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.85547</span> | 92.42 | 0.002243 | 0.2859 | 0.1305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01044 | 0.5491 | 1.929 | 0.03083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8186 | 0.06913 | 0.6942 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.495 | 0.9648 | 0.7592 | 1.841 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.539 | -0.09755 | 1.262 | 0.1433 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3291 | -1.038 | -0.7482 | -1.225 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8087 | 0.5023 | 0.8171 | -0.005344 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4685 | 0.01356 | -0.1499 | -0.5112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 127</span>| 466.84409 | 1.016 | -1.899 | -0.9408 | -0.7751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9477 | -1.449 | 1.774 | -1.826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9037 | -0.5088 | -0.9269 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6048 | -0.8630 | -0.9960 | -0.3473 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.84409 | 92.47 | -6.099 | -0.9171 | -2.037 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.560 | 0.1996 | 1.929 | 0.03088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8179 | 0.06907 | 0.6944 | 0.6816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9641 | 0.7580 | 1.845 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.84409</span> | 92.47 | 0.002245 | 0.2856 | 0.1304 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01046 | 0.5497 | 1.929 | 0.03088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8179 | 0.06907 | 0.6944 | 0.6816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9641 | 0.7580 | 1.845 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.205 | -0.09489 | 1.201 | 0.1289 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3142 | -0.9889 | -0.7667 | -1.156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7401 | 0.5570 | 1.301 | -1.479 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.860 | -0.4540 | -0.5722 | -0.5005 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 128</span>| 466.83069 | 1.016 | -1.897 | -0.9405 | -0.7762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9462 | -1.443 | 1.775 | -1.825 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9047 | -0.5101 | -0.9307 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6046 | -0.8636 | -0.9969 | -0.3435 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.83069 | 92.41 | -6.097 | -0.9168 | -2.039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.559 | 0.2019 | 1.929 | 0.03091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8175 | 0.06904 | 0.6917 | 0.6819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9635 | 0.7572 | 1.850 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.83069</span> | 92.41 | 0.002250 | 0.2856 | 0.1302 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01048 | 0.5503 | 1.929 | 0.03091 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8175 | 0.06904 | 0.6917 | 0.6819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9635 | 0.7572 | 1.850 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 129</span>| 466.81923 | 1.016 | -1.894 | -0.9398 | -0.7773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9447 | -1.438 | 1.775 | -1.824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9056 | -0.5113 | -0.9343 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6049 | -0.8643 | -0.9979 | -0.3395 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.81923 | 92.43 | -6.094 | -0.9162 | -2.040 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.557 | 0.2043 | 1.930 | 0.03094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8171 | 0.06900 | 0.6890 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9628 | 0.7563 | 1.854 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.81923</span> | 92.43 | 0.002255 | 0.2857 | 0.1301 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01049 | 0.5509 | 1.930 | 0.03094 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8171 | 0.06900 | 0.6890 | 0.6818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.494 | 0.9628 | 0.7563 | 1.854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 130</span>| 466.78977 | 1.016 | -1.887 | -0.9376 | -0.7810 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9400 | -1.422 | 1.776 | -1.820 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9086 | -0.5153 | -0.9461 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6057 | -0.8666 | -1.001 | -0.3266 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.78977 | 92.47 | -6.087 | -0.9142 | -2.043 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.552 | 0.2120 | 1.930 | 0.03105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8159 | 0.06889 | 0.6804 | 0.6815 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 0.9606 | 0.7533 | 1.870 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.78977</span> | 92.47 | 0.002272 | 0.2861 | 0.1296 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01054 | 0.5528 | 1.930 | 0.03105 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8159 | 0.06889 | 0.6804 | 0.6815 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.493 | 0.9606 | 0.7533 | 1.870 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 131</span>| 466.76586 | 1.017 | -1.875 | -0.9340 | -0.7871 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9321 | -1.394 | 1.779 | -1.814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9134 | -0.5218 | -0.9656 | -1.119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6071 | -0.8705 | -1.007 | -0.3052 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.76586 | 92.53 | -6.075 | -0.9110 | -2.049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.545 | 0.2247 | 1.931 | 0.03121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8139 | 0.06870 | 0.6661 | 0.6811 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.491 | 0.9569 | 0.7485 | 1.896 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.76586</span> | 92.53 | 0.002300 | 0.2868 | 0.1288 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01062 | 0.5559 | 1.931 | 0.03121 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8139 | 0.06870 | 0.6661 | 0.6811 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.491 | 0.9569 | 0.7485 | 1.896 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 10.71 | -0.05605 | 1.440 | 0.09508 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1459 | -0.5070 | -0.9907 | -0.8007 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4069 | 0.2923 | 0.01818 | -1.553 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.109 | -0.3306 | -0.3991 | -0.2309 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 132</span>| 466.72646 | 1.014 | -1.848 | -0.9815 | -0.8092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9160 | -1.342 | 1.783 | -1.808 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9032 | -0.5322 | -0.9570 | -1.117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6032 | -0.8748 | -1.022 | -0.2748 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.72646 | 92.30 | -6.048 | -0.9533 | -2.072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.528 | 0.2483 | 1.933 | 0.03140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8182 | 0.06840 | 0.6724 | 0.6828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9528 | 0.7357 | 1.933 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.72646</span> | 92.30 | 0.002362 | 0.2782 | 0.1260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01080 | 0.5618 | 1.933 | 0.03140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8182 | 0.06840 | 0.6724 | 0.6828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9528 | 0.7357 | 1.933 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -13.11 | -0.01237 | -0.5306 | 0.001870 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01074 | -0.001553 | -0.5011 | -1.124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5240 | 0.3999 | 0.1337 | 0.6209 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3667 | -0.5464 | -0.9326 | -0.1861 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 133</span>| 466.72714 | 1.014 | -1.830 | -0.9704 | -0.8250 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9153 | -1.342 | 1.791 | -1.785 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9449 | -0.5943 | -0.9266 | -1.116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5962 | -0.8737 | -1.020 | -0.2698 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.72714 | 92.32 | -6.030 | -0.9434 | -2.087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.528 | 0.2486 | 1.936 | 0.03205 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8009 | 0.06660 | 0.6946 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.504 | 0.9539 | 0.7372 | 1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.72714</span> | 92.32 | 0.002405 | 0.2802 | 0.1240 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01081 | 0.5618 | 1.936 | 0.03205 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8009 | 0.06660 | 0.6946 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.504 | 0.9539 | 0.7372 | 1.939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 134</span>| 466.69721 | 1.015 | -1.839 | -0.9760 | -0.8170 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9156 | -1.342 | 1.787 | -1.797 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9238 | -0.5630 | -0.9420 | -1.117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5997 | -0.8742 | -1.021 | -0.2723 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.69721 | 92.41 | -6.039 | -0.9484 | -2.079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.528 | 0.2485 | 1.935 | 0.03173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8096 | 0.06750 | 0.6834 | 0.6836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.500 | 0.9534 | 0.7365 | 1.936 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.69721</span> | 92.41 | 0.002383 | 0.2792 | 0.1250 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01080 | 0.5618 | 1.935 | 0.03173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8096 | 0.06750 | 0.6834 | 0.6836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.500 | 0.9534 | 0.7365 | 1.936 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.5723 | 0.006769 | -0.2879 | -0.06332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01114 | -0.03155 | -0.3915 | -0.7923 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3201 | -0.2330 | 0.8086 | -1.424 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3663 | -0.4815 | -0.7933 | -0.2384 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 135</span>| 466.73286 | 1.017 | -1.834 | -0.9731 | -0.8131 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9227 | -1.351 | 1.796 | -1.779 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9201 | -0.5595 | -0.9572 | -1.109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6142 | -0.8686 | -1.016 | -0.2440 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.73286 | 92.54 | -6.034 | -0.9458 | -2.075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.535 | 0.2444 | 1.938 | 0.03223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8111 | 0.06760 | 0.6723 | 0.6901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.483 | 0.9587 | 0.7409 | 1.970 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.73286</span> | 92.54 | 0.002396 | 0.2797 | 0.1255 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01072 | 0.5608 | 1.938 | 0.03223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8111 | 0.06760 | 0.6723 | 0.6901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.483 | 0.9587 | 0.7409 | 1.970 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 136</span>| 466.69733 | 1.015 | -1.838 | -0.9750 | -0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9176 | -1.345 | 1.790 | -1.791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9226 | -0.5619 | -0.9467 | -1.114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6033 | -0.8723 | -1.019 | -0.2644 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.69733 | 92.40 | -6.038 | -0.9475 | -2.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.530 | 0.2474 | 1.936 | 0.03188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8101 | 0.06754 | 0.6799 | 0.6863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9552 | 0.7382 | 1.945 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.69733</span> | 92.40 | 0.002386 | 0.2794 | 0.1251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01078 | 0.5615 | 1.936 | 0.03188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8101 | 0.06754 | 0.6799 | 0.6863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.496 | 0.9552 | 0.7382 | 1.945 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 137</span>| 466.69584 | 1.015 | -1.839 | -0.9754 | -0.8165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9164 | -1.343 | 1.788 | -1.794 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9231 | -0.5623 | -0.9445 | -1.114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6009 | -0.8731 | -1.020 | -0.2689 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.69584 | 92.37 | -6.039 | -0.9478 | -2.079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.529 | 0.2480 | 1.935 | 0.03180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8099 | 0.06752 | 0.6815 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9544 | 0.7377 | 1.940 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.69584</span> | 92.37 | 0.002384 | 0.2793 | 0.1251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01079 | 0.5617 | 1.935 | 0.03180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8099 | 0.06752 | 0.6815 | 0.6857 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9544 | 0.7377 | 1.940 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.069 | -0.001275 | -0.2861 | -0.04975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01387 | -0.05203 | -0.3437 | -0.7173 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2694 | -0.1778 | 0.5026 | 0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9213 | -0.7376 | -0.9765 | -0.1682 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 138</span>| 466.68962 | 1.016 | -1.839 | -0.9764 | -0.8159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9167 | -1.342 | 1.790 | -1.793 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9191 | -0.5597 | -0.9461 | -1.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6002 | -0.8712 | -1.018 | -0.2680 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.68962 | 92.46 | -6.039 | -0.9488 | -2.078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.529 | 0.2485 | 1.936 | 0.03184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8115 | 0.06760 | 0.6803 | 0.6854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9562 | 0.7392 | 1.941 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.68962</span> | 92.46 | 0.002385 | 0.2791 | 0.1251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01079 | 0.5618 | 1.936 | 0.03184 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8115 | 0.06760 | 0.6803 | 0.6854 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9562 | 0.7392 | 1.941 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 6.342 | 0.001592 | -0.2787 | -0.05882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.004933 | -0.02534 | -0.4440 | -0.5467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1484 | -0.03146 | 0.4648 | -1.264 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3607 | -0.2274 | -0.5157 | -0.1312 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 139</span>| 466.68314 | 1.015 | -1.839 | -0.9751 | -0.8151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9166 | -1.339 | 1.792 | -1.792 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9160 | -0.5585 | -0.9470 | -1.115 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5998 | -0.8691 | -1.016 | -0.2676 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.68314 | 92.36 | -6.039 | -0.9476 | -2.077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.529 | 0.2501 | 1.937 | 0.03187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8128 | 0.06763 | 0.6797 | 0.6853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.500 | 0.9582 | 0.7404 | 1.942 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.68314</span> | 92.36 | 0.002385 | 0.2794 | 0.1252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01079 | 0.5622 | 1.937 | 0.03187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8128 | 0.06763 | 0.6797 | 0.6853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.500 | 0.9582 | 0.7404 | 1.942 |</span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.258 |-0.0003497 | -0.2788 | -0.03383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01408 | 0.02647 | -0.2857 | -0.5956 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05089 | 0.05050 | 0.4395 | 0.8187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2669 | -0.06868 | -0.3694 | -0.1159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 140</span>| 466.67997 | 1.015 | -1.839 | -0.9739 | -0.8142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9180 | -1.339 | 1.794 | -1.790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9137 | -0.5623 | -0.9494 | -1.116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6002 | -0.8690 | -1.016 | -0.2664 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.67997 | 92.38 | -6.039 | -0.9465 | -2.077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.531 | 0.2499 | 1.938 | 0.03191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.67997</span> | 92.38 | 0.002385 | 0.2796 | 0.1254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01078 | 0.5622 | 1.938 | 0.03191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> | M| Mixed Diff. | -1.882 |-7.391e+04 | -0.2259 | -0.03295 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.005718 | 0.01130 | -0.3842 | -0.4930 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04972 | -0.05953 | 0.5251 | -1.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3564 | -0.08212 | -0.3242 | -0.1008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 141</span>| 466.67997 | 1.015 | -1.839 | -0.9739 | -0.8142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9180 | -1.339 | 1.794 | -1.790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9137 | -0.5623 | -0.9494 | -1.116 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6002 | -0.8690 | -1.016 | -0.2664 |</span> +<span class="r-out co"><span class="r-pr">#></span> | U| 466.67997 | 92.38 | -6.039 | -0.9465 | -2.077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.531 | 0.2499 | 1.938 | 0.03191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 466.67997</span> | 92.38 | 0.002385 | 0.2796 | 0.1254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01078 | 0.5622 | 1.938 | 0.03191 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8138 | 0.06752 | 0.6779 | 0.6846 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.499 | 0.9583 | 0.7410 | 1.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="va">f_nlmixr_sfo_sfo_focei_const</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_focei_const</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_focei_const</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_saem_obs</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_focei_obs</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_saem_obs</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_focei_obs</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_focei_tc</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_focei_tc</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_saem_obs_tc</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_fomc_sfo_focei_obs_tc</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_saem_obs_tc</span><span class="op">$</span><span class="va">nm</span>,</span> +<span class="r-in"> <span class="va">f_nlmixr_dfop_sfo_focei_obs_tc</span><span class="op">$</span><span class="va">nm</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> df AIC</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_sfo_sfo_focei_const$nm 9 1082.4605</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_focei_const$nm 11 814.4261</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_focei_const$nm 13 870.2659</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_saem_obs$nm 12 788.8373</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_focei_obs$nm 12 794.5194</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_saem_obs$nm 14 815.0797</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_focei_obs$nm 14 834.8474</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_focei_tc$nm 12 812.3296</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_focei_tc$nm 14 819.4103</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_saem_obs_tc$nm 14 814.4248</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_fomc_sfo_focei_obs_tc$nm 14 787.4355</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_saem_obs_tc$nm 16 828.5143</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_focei_obs_tc$nm 16 811.1191</span> +<span class="r-in"><span class="co"># Currently, FOMC-SFO with two-component error by variable fitted by focei gives the</span></span> +<span class="r-in"><span class="co"># lowest AIC</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlmixr_fomc_sfo_focei_obs_tc</span><span class="op">)</span></span> +<span class="r-plt img"><img src="nlmixr.mmkin-2.png" alt="" width="700" height="433"></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_nlmixr_fomc_sfo_focei_obs_tc</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> nlmixr version used for fitting: 2.0.6 </span> +<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.1.0 </span> +<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.1.2 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of fit: Mon Feb 28 14:50:18 2022 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of summary: Mon Feb 28 14:51:57 2022 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Equations:</span> +<span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent</span> +<span class="r-out co"><span class="r-pr">#></span> d_A1/dt = + f_parent_to_A1 * (alpha/beta) * 1/((time/beta) + 1) *</span> +<span class="r-out co"><span class="r-pr">#></span> parent - k_A1 * A1</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Data:</span> +<span class="r-out co"><span class="r-pr">#></span> 170 observations of 2 variable(s) grouped in 5 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Degradation model predictions using RxODE</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fitted in 18.08 s</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Variance model: Two-component variance unique to each observed variable </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Mean of starting values for individual parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_A1 f_parent_qlogis log_alpha log_beta </span> +<span class="r-out co"><span class="r-pr">#></span> 93.1168 -5.3034 -0.9442 -0.1065 2.2909 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Mean of starting values for error model parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_parent rsd_high_parent sigma_low_A1 rsd_high_A1 </span> +<span class="r-out co"><span class="r-pr">#></span> 1.15958 0.03005 1.15958 0.03005 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed degradation parameter values:</span> +<span class="r-out co"><span class="r-pr">#></span> None</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Results:</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Likelihood calculated by focei </span> +<span class="r-out co"><span class="r-pr">#></span> AIC BIC logLik</span> +<span class="r-out co"><span class="r-pr">#></span> 787.4 831.3 -379.7</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Optimised parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 93.6717 91.2552 96.0882</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_A1 -6.3199 -8.4468 -4.1930</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -1.0089 -1.3823 -0.6356</span> +<span class="r-out co"><span class="r-pr">#></span> log_alpha -0.1616 -0.6624 0.3392</span> +<span class="r-out co"><span class="r-pr">#></span> log_beta 2.2088 1.6800 2.7376</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Correlation: </span> +<span class="r-out co"><span class="r-pr">#></span> prnt_0 lg__A1 f_prn_ lg_lph</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_A1 0.372 </span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.786 -0.409 </span> +<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.336 0.942 -0.306 </span> +<span class="r-out co"><span class="r-pr">#></span> log_beta -0.399 -0.759 0.248 -0.555</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects (omega):</span> +<span class="r-out co"><span class="r-pr">#></span> eta.parent_0 eta.log_k_A1 eta.f_parent_qlogis eta.log_alpha</span> +<span class="r-out co"><span class="r-pr">#></span> eta.parent_0 4.391 0.000 0.0000 0.0000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_A1 0.000 6.402 0.0000 0.0000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_parent_qlogis 0.000 0.000 0.1584 0.0000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_alpha 0.000 0.000 0.0000 0.3381</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_beta 0.000 0.000 0.0000 0.0000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_beta</span> +<span class="r-out co"><span class="r-pr">#></span> eta.parent_0 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_k_A1 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.f_parent_qlogis 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_alpha 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> eta.log_beta 0.358</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Variance model:</span> +<span class="r-out co"><span class="r-pr">#></span> sigma_low_parent rsd_high_parent sigma_low_A1 rsd_high_A1 </span> +<span class="r-out co"><span class="r-pr">#></span> 2.35616 0.00153 0.63564 0.08639 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Backtransformed parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 93.6717 9.126e+01 96.0882</span> +<span class="r-out co"><span class="r-pr">#></span> k_A1 0.0018 2.146e-04 0.0151</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_A1 0.2672 2.006e-01 0.3462</span> +<span class="r-out co"><span class="r-pr">#></span> alpha 0.8508 5.156e-01 1.4038</span> +<span class="r-out co"><span class="r-pr">#></span> beta 9.1049 5.366e+00 15.4499</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Resulting formation fractions:</span> +<span class="r-out co"><span class="r-pr">#></span> ff</span> +<span class="r-out co"><span class="r-pr">#></span> parent_A1 0.2672</span> +<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7328</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Estimated disappearance times:</span> +<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back</span> +<span class="r-out co"><span class="r-pr">#></span> parent 11.46 127.3 38.31</span> +<span class="r-out co"><span class="r-pr">#></span> A1 385.05 1279.1 NA</span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - 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-<![endif]--> - - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -77,8 +22,7 @@ </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -87,8 +31,7 @@ <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -112,34 +55,27 @@ <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/plot.mixed.mmkin.R'><code>R/plot.mixed.mmkin.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/plot.mixed.mmkin.R" class="external-link"><code>R/plot.mixed.mmkin.R</code></a></small> <div class="hidden name"><code>plot.mixed.mmkin.Rd</code></div> </div> @@ -147,193 +83,158 @@ <p>Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object</p> </div> - <pre class="usage"><span class='co'># S3 method for mixed.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span> - <span class='va'>x</span>, - i <span class='op'>=</span> <span class='fl'>1</span><span class='op'>:</span><span class='fu'><a href='https://rdrr.io/r/base/nrow.html'>ncol</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>mmkin</span><span class='op'>)</span>, - obs_vars <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>mkinmod</span><span class='op'>$</span><span class='va'>map</span><span class='op'>)</span>, - standardized <span class='op'>=</span> <span class='cn'>TRUE</span>, - xlab <span class='op'>=</span> <span class='st'>"Time"</span>, - xlim <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/range.html'>range</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>$</span><span class='va'>time</span><span class='op'>)</span>, - resplot <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"predicted"</span>, <span class='st'>"time"</span><span class='op'>)</span>, - pred_over <span class='op'>=</span> <span class='cn'>NULL</span>, - test_log_parms <span class='op'>=</span> <span class='cn'>FALSE</span>, - conf.level <span class='op'>=</span> <span class='fl'>0.6</span>, - ymax <span class='op'>=</span> <span class='st'>"auto"</span>, - maxabs <span class='op'>=</span> <span class='st'>"auto"</span>, - ncol.legend <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/ifelse.html'>ifelse</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'><=</span> <span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>+</span> <span class='fl'>1</span>, <span class='fu'><a href='https://rdrr.io/r/base/ifelse.html'>ifelse</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'><=</span> <span class='fl'>8</span>, <span class='fl'>3</span>, <span class='fl'>4</span><span class='op'>)</span><span class='op'>)</span>, - nrow.legend <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>ceiling</a></span><span class='op'>(</span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>+</span> <span class='fl'>1</span><span class='op'>)</span><span class='op'>/</span><span class='va'>ncol.legend</span><span class='op'>)</span>, - rel.height.legend <span class='op'>=</span> <span class='fl'>0.02</span> <span class='op'>+</span> <span class='fl'>0.07</span> <span class='op'>*</span> <span class='va'>nrow.legend</span>, - rel.height.bottom <span class='op'>=</span> <span class='fl'>1.1</span>, - pch_ds <span class='op'>=</span> <span class='fl'>1</span><span class='op'>:</span><span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span>, - col_ds <span class='op'>=</span> <span class='va'>pch_ds</span> <span class='op'>+</span> <span class='fl'>1</span>, - lty_ds <span class='op'>=</span> <span class='va'>col_ds</span>, - frame <span class='op'>=</span> <span class='cn'>TRUE</span>, - <span class='va'>...</span> -<span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for mixed.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span> + <span class="va">x</span>, + i <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">ncol</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">mmkin</span><span class="op">)</span>, + obs_vars <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">mkinmod</span><span class="op">$</span><span class="va">map</span><span class="op">)</span>, + standardized <span class="op">=</span> <span class="cn">TRUE</span>, + xlab <span class="op">=</span> <span class="st">"Time"</span>, + xlim <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/range.html" class="external-link">range</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">$</span><span class="va">time</span><span class="op">)</span>, + resplot <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"predicted"</span>, <span class="st">"time"</span><span class="op">)</span>, + pred_over <span class="op">=</span> <span class="cn">NULL</span>, + test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>, + conf.level <span class="op">=</span> <span class="fl">0.6</span>, + ymax <span class="op">=</span> <span class="st">"auto"</span>, + maxabs <span class="op">=</span> <span class="st">"auto"</span>, + ncol.legend <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/ifelse.html" class="external-link">ifelse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op"><=</span> <span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">+</span> <span class="fl">1</span>, <span class="fu"><a href="https://rdrr.io/r/base/ifelse.html" class="external-link">ifelse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op"><=</span> <span class="fl">8</span>, <span class="fl">3</span>, <span class="fl">4</span><span class="op">)</span><span class="op">)</span>, + nrow.legend <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">ceiling</a></span><span class="op">(</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">+</span> <span class="fl">1</span><span class="op">)</span><span class="op">/</span><span class="va">ncol.legend</span><span class="op">)</span>, + rel.height.legend <span class="op">=</span> <span class="fl">0.02</span> <span class="op">+</span> <span class="fl">0.07</span> <span class="op">*</span> <span class="va">nrow.legend</span>, + rel.height.bottom <span class="op">=</span> <span class="fl">1.1</span>, + pch_ds <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">i</span><span class="op">)</span>, + col_ds <span class="op">=</span> <span class="va">pch_ds</span> <span class="op">+</span> <span class="fl">1</span>, + lty_ds <span class="op">=</span> <span class="va">col_ds</span>, + frame <span class="op">=</span> <span class="cn">TRUE</span>, + <span class="va">...</span> +<span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>x</th> - <td><p>An object of class <a href='mixed.html'>mixed.mmkin</a>, <a href='saem.html'>saem.mmkin</a> or <a href='nlme.mmkin.html'>nlme.mmkin</a></p></td> - </tr> - <tr> - <th>i</th> - <td><p>A numeric index to select datasets for which to plot the individual predictions, -in case plots get too large</p></td> - </tr> - <tr> - <th>obs_vars</th> - <td><p>A character vector of names of the observed variables for + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>x</dt> +<dd><p>An object of class <a href="mixed.html">mixed.mmkin</a>, <a href="saem.html">saem.mmkin</a> or <a href="nlme.mmkin.html">nlme.mmkin</a></p></dd> +<dt>i</dt> +<dd><p>A numeric index to select datasets for which to plot the individual predictions, +in case plots get too large</p></dd> +<dt>obs_vars</dt> +<dd><p>A character vector of names of the observed variables for which the data and the model should be plotted. Defauls to all observed -variables in the model.</p></td> - </tr> - <tr> - <th>standardized</th> - <td><p>Should the residuals be standardized? Only takes effect if -<code>resplot = "time"</code>.</p></td> - </tr> - <tr> - <th>xlab</th> - <td><p>Label for the x axis.</p></td> - </tr> - <tr> - <th>xlim</th> - <td><p>Plot range in x direction.</p></td> - </tr> - <tr> - <th>resplot</th> - <td><p>Should the residuals plotted against time or against -predicted values?</p></td> - </tr> - <tr> - <th>pred_over</th> - <td><p>Named list of alternative predictions as obtained -from <a href='mkinpredict.html'>mkinpredict</a> with a compatible <a href='mkinmod.html'>mkinmod</a>.</p></td> - </tr> - <tr> - <th>test_log_parms</th> - <td><p>Passed to <a href='mean_degparms.html'>mean_degparms</a> in the case of an -<a href='mixed.html'>mixed.mmkin</a> object</p></td> - </tr> - <tr> - <th>conf.level</th> - <td><p>Passed to <a href='mean_degparms.html'>mean_degparms</a> in the case of an -<a href='mixed.html'>mixed.mmkin</a> object</p></td> - </tr> - <tr> - <th>ymax</th> - <td><p>Vector of maximum y axis values</p></td> - </tr> - <tr> - <th>maxabs</th> - <td><p>Maximum absolute value of the residuals. This is used for the -scaling of the y axis and defaults to "auto".</p></td> - </tr> - <tr> - <th>ncol.legend</th> - <td><p>Number of columns to use in the legend</p></td> - </tr> - <tr> - <th>nrow.legend</th> - <td><p>Number of rows to use in the legend</p></td> - </tr> - <tr> - <th>rel.height.legend</th> - <td><p>The relative height of the legend shown on top</p></td> - </tr> - <tr> - <th>rel.height.bottom</th> - <td><p>The relative height of the bottom plot row</p></td> - </tr> - <tr> - <th>pch_ds</th> - <td><p>Symbols to be used for plotting the data.</p></td> - </tr> - <tr> - <th>col_ds</th> - <td><p>Colors used for plotting the observed data and the -corresponding model prediction lines for the different datasets.</p></td> - </tr> - <tr> - <th>lty_ds</th> - <td><p>Line types to be used for the model predictions.</p></td> - </tr> - <tr> - <th>frame</th> - <td><p>Should a frame be drawn around the plots?</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Further arguments passed to <code><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></code>.</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - +variables in the model.</p></dd> +<dt>standardized</dt> +<dd><p>Should the residuals be standardized? Only takes effect if +<code>resplot = "time"</code>.</p></dd> +<dt>xlab</dt> +<dd><p>Label for the x axis.</p></dd> +<dt>xlim</dt> +<dd><p>Plot range in x direction.</p></dd> +<dt>resplot</dt> +<dd><p>Should the residuals plotted against time or against +predicted values?</p></dd> +<dt>pred_over</dt> +<dd><p>Named list of alternative predictions as obtained +from <a href="mkinpredict.html">mkinpredict</a> with a compatible <a href="mkinmod.html">mkinmod</a>.</p></dd> +<dt>test_log_parms</dt> +<dd><p>Passed to <a href="mean_degparms.html">mean_degparms</a> in the case of an +<a href="mixed.html">mixed.mmkin</a> object</p></dd> +<dt>conf.level</dt> +<dd><p>Passed to <a href="mean_degparms.html">mean_degparms</a> in the case of an +<a href="mixed.html">mixed.mmkin</a> object</p></dd> +<dt>ymax</dt> +<dd><p>Vector of maximum y axis values</p></dd> +<dt>maxabs</dt> +<dd><p>Maximum absolute value of the residuals. This is used for the +scaling of the y axis and defaults to "auto".</p></dd> +<dt>ncol.legend</dt> +<dd><p>Number of columns to use in the legend</p></dd> +<dt>nrow.legend</dt> +<dd><p>Number of rows to use in the legend</p></dd> +<dt>rel.height.legend</dt> +<dd><p>The relative height of the legend shown on top</p></dd> +<dt>rel.height.bottom</dt> +<dd><p>The relative height of the bottom plot row</p></dd> +<dt>pch_ds</dt> +<dd><p>Symbols to be used for plotting the data.</p></dd> +<dt>col_ds</dt> +<dd><p>Colors used for plotting the observed data and the +corresponding model prediction lines for the different datasets.</p></dd> +<dt>lty_ds</dt> +<dd><p>Line types to be used for the model predictions.</p></dd> +<dt>frame</dt> +<dd><p>Should a frame be drawn around the plots?</p></dd> +<dt>...</dt> +<dd><p>Further arguments passed to <code><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></code>.</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>The function is called for its side effect.</p> - <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2> - + </div> + <div id="author"> + <h2>Author</h2> <p>Johannes Ranke</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='va'>ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>experimental_data_for_UBA_2019</span><span class='op'>[</span><span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>]</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span> <span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>[</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"name"</span>, <span class='st'>"time"</span>, <span class='st'>"value"</span><span class='op'>)</span><span class='op'>]</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste0</a></span><span class='op'>(</span><span class='st'>"ds "</span>, <span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>)</span> -<span class='va'>dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='co'># \dontrun{</span> -<span class='va'>f</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f</span><span class='op'>[</span>, <span class='fl'>3</span><span class='op'>:</span><span class='fl'>4</span><span class='op'>]</span>, standardized <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='img'><img src='plot.mixed.mmkin-1.png' alt='' width='700' height='433' /></div><div class='input'> -<span class='co'># For this fit we need to increase pnlsMaxiter, and we increase the</span> -<span class='co'># tolerance in order to speed up the fit for this example evaluation</span> -<span class='co'># It still takes 20 seconds to run</span> -<span class='va'>f_nlme</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f</span>, control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>pnlsMaxIter <span class='op'>=</span> <span class='fl'>120</span>, tolerance <span class='op'>=</span> <span class='fl'>1e-3</span><span class='op'>)</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlme</span><span class='op'>)</span> -</div><div class='img'><img src='plot.mixed.mmkin-2.png' alt='' width='700' height='433' /></div><div class='input'> -<span class='va'>f_saem</span> <span class='op'><-</span> <span class='fu'><a href='saem.html'>saem</a></span><span class='op'>(</span><span class='va'>f</span>, transformations <span class='op'>=</span> <span class='st'>"saemix"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in saem(f, transformations = "saemix"): unused argument (transformations = "saemix")</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in plot(f_saem): object 'f_saem' not found</span></div><div class='input'> -<span class='va'>f_obs</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"obs"</span><span class='op'>)</span> -<span class='va'>f_nlmix</span> <span class='op'><-</span> <span class='fu'>nlmix</span><span class='op'>(</span><span class='va'>f_obs</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in nlmix(f_obs): could not find function "nlmix"</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_nlmix</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in plot(f_nlmix): object 'f_nlmix' not found</span></div><div class='input'> -<span class='co'># We can overlay the two variants if we generate predictions</span> -<span class='va'>pred_nlme</span> <span class='op'><-</span> <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span>, - <span class='va'>f_nlme</span><span class='op'>$</span><span class='va'>bparms.optim</span><span class='op'>[</span><span class='op'>-</span><span class='fl'>1</span><span class='op'>]</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='va'>f_nlme</span><span class='op'>$</span><span class='va'>bparms.optim</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span>, A1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/seq.html'>seq</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>180</span>, by <span class='op'>=</span> <span class='fl'>0.2</span><span class='op'>)</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem</span>, pred_over <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>nlme <span class='op'>=</span> <span class='va'>pred_nlme</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in plot(f_saem, pred_over = list(nlme = pred_nlme)): object 'f_saem' not found</span></div><div class='input'><span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="st">"ds "</span>, <span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="va">f</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f</span><span class="op">[</span>, <span class="fl">3</span><span class="op">:</span><span class="fl">4</span><span class="op">]</span>, standardized <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-plt img"><img src="plot.mixed.mmkin-1.png" alt="" width="700" height="433"></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># For this fit we need to increase pnlsMaxiter, and we increase the</span></span> +<span class="r-in"><span class="co"># tolerance in order to speed up the fit for this example evaluation</span></span> +<span class="r-in"><span class="co"># It still takes 20 seconds to run</span></span> +<span class="r-in"><span class="va">f_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f</span>, control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>pnlsMaxIter <span class="op">=</span> <span class="fl">120</span>, tolerance <span class="op">=</span> <span class="fl">1e-3</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlme</span><span class="op">)</span></span> +<span class="r-plt img"><img src="plot.mixed.mmkin-2.png" alt="" width="700" height="433"></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_saem</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f</span>, transformations <span class="op">=</span> <span class="st">"saemix"</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in saem(f, transformations = "saemix"):</span> unused argument (transformations = "saemix")</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in plot(f_saem):</span> object 'f_saem' not found</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_obs</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"obs"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_nlmix</span> <span class="op"><-</span> <span class="fu">nlmix</span><span class="op">(</span><span class="va">f_obs</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in nlmix(f_obs):</span> could not find function "nlmix"</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_nlmix</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in plot(f_nlmix):</span> object 'f_nlmix' not found</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># We can overlay the two variants if we generate predictions</span></span> +<span class="r-in"><span class="va">pred_nlme</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> +<span class="r-in"> <span class="va">f_nlme</span><span class="op">$</span><span class="va">bparms.optim</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="va">f_nlme</span><span class="op">$</span><span class="va">bparms.optim</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span>, A1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">180</span>, by <span class="op">=</span> <span class="fl">0.2</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem</span>, pred_over <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>nlme <span class="op">=</span> <span class="va">pred_nlme</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in plot(f_saem, pred_over = list(nlme = pred_nlme)):</span> object 'f_saem' not found</span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/reexports.html b/docs/dev/reference/reexports.html index 4fe5164b..b8ead4b5 100644 --- a/docs/dev/reference/reexports.html +++ b/docs/dev/reference/reexports.html @@ -1,76 +1,27 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Objects exported from 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exported from other packages — reexports" /> -<meta property="og:description" content="These objects are imported from other packages. Follow the links +<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Objects exported from other packages — reexports • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Objects exported from other packages — reexports"><meta property="og:description" content="These objects are imported from other packages. Follow the links below to see their documentation. - lmtestlrtest + lmtest +lrtest - nlmeintervals, nlme - nlmixrnlmixr + nlme +intervals, nlme -" /> + nlmixr +nlmixr -<meta name="robots" content="noindex"> -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +"><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - - - </head> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -86,8 +37,7 @@ below to see their documentation. </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -96,8 +46,7 @@ below to see their documentation. <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -121,78 +70,70 @@ below to see their documentation. <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Objects exported from other packages</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/intervals.R'><code>R/intervals.R</code></a>, <a href='https://github.com/jranke/mkin/blob/master/R/lrtest.mkinfit.R'><code>R/lrtest.mkinfit.R</code></a>, <a href='https://github.com/jranke/mkin/blob/master/R/nlme.mmkin.R'><code>R/nlme.mmkin.R</code></a>, and 1 more</small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/intervals.R" class="external-link"><code>R/intervals.R</code></a>, <a href="https://github.com/jranke/mkin/blob/HEAD/R/lrtest.mkinfit.R" class="external-link"><code>R/lrtest.mkinfit.R</code></a>, <a href="https://github.com/jranke/mkin/blob/HEAD/R/nlme.mmkin.R" class="external-link"><code>R/nlme.mmkin.R</code></a>, and 1 more</small> <div class="hidden name"><code>reexports.Rd</code></div> </div> <div class="ref-description"> <p>These objects are imported from other packages. Follow the links below to see their documentation.</p> -<dl> - <dt>lmtest</dt><dd><p><code><a href='https://rdrr.io/pkg/lmtest/man/lrtest.html'>lrtest</a></code></p></dd> +<dl><dt>lmtest</dt> +<dd><p><code><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></code></p></dd> - <dt>nlme</dt><dd><p><code><a href='https://rdrr.io/pkg/nlme/man/intervals.html'>intervals</a></code>, <code><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></code></p></dd> - <dt>nlmixr</dt><dd><p><code><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></code></p></dd> + <dt>nlme</dt> +<dd><p><code><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">intervals</a></code>, <code><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></code></p></dd> -</dl> - </div> + + <dt>nlmixr</dt> +<dd><p><code><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></code></p></dd> +</dl></div> + </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/saem.html b/docs/dev/reference/saem.html index 83a62359..c132647b 100644 --- a/docs/dev/reference/saem.html +++ b/docs/dev/reference/saem.html @@ -1,69 +1,14 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Fit nonlinear mixed models with SAEM — saem • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script> -<!-- Bootstrap --> - -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" /> - -<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script> - -<!-- bootstrap-toc --> -<link rel="stylesheet" href="../bootstrap-toc.css"> -<script src="../bootstrap-toc.js"></script> - -<!-- Font Awesome icons --> -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" /> -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" /> - -<!-- clipboard.js --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script> - -<!-- headroom.js --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script> - -<!-- pkgdown --> -<link href="../pkgdown.css" rel="stylesheet"> -<script src="../pkgdown.js"></script> - - - - -<meta property="og:title" content="Fit nonlinear mixed models with SAEM — saem" /> -<meta property="og:description" content="This function uses saemix::saemix() as a backend for fitting nonlinear mixed +<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fit nonlinear mixed models with SAEM — saem • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fit nonlinear mixed models with SAEM — saem"><meta property="og:description" content="This function uses saemix::saemix() as a backend for fitting nonlinear mixed effects models created from mmkin row objects using the Stochastic Approximation -Expectation Maximisation algorithm (SAEM)." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +Expectation Maximisation algorithm (SAEM)."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - - - </head> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -79,8 +24,7 @@ Expectation Maximisation algorithm (SAEM)." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -89,8 +33,7 @@ Expectation Maximisation algorithm (SAEM)." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -114,263 +57,267 @@ Expectation Maximisation algorithm (SAEM)." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Fit nonlinear mixed models with SAEM</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/saem.R'><code>R/saem.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/saem.R" class="external-link"><code>R/saem.R</code></a></small> <div class="hidden name"><code>saem.Rd</code></div> </div> <div class="ref-description"> - <p>This function uses <code><a href='https://rdrr.io/pkg/saemix/man/saemix.html'>saemix::saemix()</a></code> as a backend for fitting nonlinear mixed -effects models created from <a href='mmkin.html'>mmkin</a> row objects using the Stochastic Approximation + <p>This function uses <code><a href="https://rdrr.io/pkg/saemix/man/saemix.html" class="external-link">saemix::saemix()</a></code> as a backend for fitting nonlinear mixed +effects models created from <a href="mmkin.html">mmkin</a> row objects using the Stochastic Approximation Expectation Maximisation algorithm (SAEM).</p> </div> - <pre class="usage"><span class='fu'>saem</span><span class='op'>(</span><span class='va'>object</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='co'># S3 method for mmkin</span> -<span class='fu'>saem</span><span class='op'>(</span> - <span class='va'>object</span>, - transformations <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"mkin"</span>, <span class='st'>"saemix"</span><span class='op'>)</span>, - degparms_start <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/numeric.html'>numeric</a></span><span class='op'>(</span><span class='op'>)</span>, - test_log_parms <span class='op'>=</span> <span class='cn'>TRUE</span>, - conf.level <span class='op'>=</span> <span class='fl'>0.6</span>, - solution_type <span class='op'>=</span> <span class='st'>"auto"</span>, - nbiter.saemix <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>300</span>, <span class='fl'>100</span><span class='op'>)</span>, - control <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span>displayProgress <span class='op'>=</span> <span class='cn'>FALSE</span>, print <span class='op'>=</span> <span class='cn'>FALSE</span>, nbiter.saemix <span class='op'>=</span> <span class='va'>nbiter.saemix</span>, - save <span class='op'>=</span> <span class='cn'>FALSE</span>, save.graphs <span class='op'>=</span> <span class='cn'>FALSE</span><span class='op'>)</span>, - fail_with_errors <span class='op'>=</span> <span class='cn'>TRUE</span>, - verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, - quiet <span class='op'>=</span> <span class='cn'>FALSE</span>, - <span class='va'>...</span> -<span class='op'>)</span> - -<span class='co'># S3 method for saem.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, <span class='va'>...</span><span class='op'>)</span> - -<span class='fu'>saemix_model</span><span class='op'>(</span> - <span class='va'>object</span>, - solution_type <span class='op'>=</span> <span class='st'>"auto"</span>, - transformations <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"mkin"</span>, <span class='st'>"saemix"</span><span class='op'>)</span>, - degparms_start <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/numeric.html'>numeric</a></span><span class='op'>(</span><span class='op'>)</span>, - test_log_parms <span class='op'>=</span> <span class='cn'>FALSE</span>, - verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, - <span class='va'>...</span> -<span class='op'>)</span> - -<span class='fu'>saemix_data</span><span class='op'>(</span><span class='va'>object</span>, verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, <span class='va'>...</span><span class='op'>)</span></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">saem</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span> + +<span class="co"># S3 method for mmkin</span> +<span class="fu">saem</span><span class="op">(</span> + <span class="va">object</span>, + transformations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"mkin"</span>, <span class="st">"saemix"</span><span class="op">)</span>, + degparms_start <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/numeric.html" class="external-link">numeric</a></span><span class="op">(</span><span class="op">)</span>, + test_log_parms <span class="op">=</span> <span class="cn">TRUE</span>, + conf.level <span class="op">=</span> <span class="fl">0.6</span>, + solution_type <span class="op">=</span> <span class="st">"auto"</span>, + nbiter.saemix <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">300</span>, <span class="fl">100</span><span class="op">)</span>, + control <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>displayProgress <span class="op">=</span> <span class="cn">FALSE</span>, print <span class="op">=</span> <span class="cn">FALSE</span>, nbiter.saemix <span class="op">=</span> <span class="va">nbiter.saemix</span>, + save <span class="op">=</span> <span class="cn">FALSE</span>, save.graphs <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>, + fail_with_errors <span class="op">=</span> <span class="cn">TRUE</span>, + verbose <span class="op">=</span> <span class="cn">FALSE</span>, + quiet <span class="op">=</span> <span class="cn">FALSE</span>, + <span class="va">...</span> +<span class="op">)</span> + +<span class="co"># S3 method for saem.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span> + +<span class="fu">saemix_model</span><span class="op">(</span> + <span class="va">object</span>, + solution_type <span class="op">=</span> <span class="st">"auto"</span>, + transformations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"mkin"</span>, <span class="st">"saemix"</span><span class="op">)</span>, + degparms_start <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/numeric.html" class="external-link">numeric</a></span><span class="op">(</span><span class="op">)</span>, + test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>, + verbose <span class="op">=</span> <span class="cn">FALSE</span>, + <span class="va">...</span> +<span class="op">)</span> + +<span class="fu">saemix_data</span><span class="op">(</span><span class="va">object</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>An <a href='mmkin.html'>mmkin</a> row object containing several fits of the same -<a href='mkinmod.html'>mkinmod</a> model to different datasets</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Further parameters passed to <a href='https://rdrr.io/pkg/saemix/man/saemixModel.html'>saemix::saemixModel</a>.</p></td> - </tr> - <tr> - <th>transformations</th> - <td><p>Per default, all parameter transformations are done + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>An <a href="mmkin.html">mmkin</a> row object containing several fits of the same +<a href="mkinmod.html">mkinmod</a> model to different datasets</p></dd> +<dt>...</dt> +<dd><p>Further parameters passed to <a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel</a>.</p></dd> +<dt>transformations</dt> +<dd><p>Per default, all parameter transformations are done in mkin. If this argument is set to 'saemix', parameter transformations are done in 'saemix' for the supported cases. Currently this is only supported in cases where the initial concentration of the parent is not fixed, -SFO or DFOP is used for the parent and there is either no metabolite or one.</p></td> - </tr> - <tr> - <th>degparms_start</th> - <td><p>Parameter values given as a named numeric vector will -be used to override the starting values obtained from the 'mmkin' object.</p></td> - </tr> - <tr> - <th>test_log_parms</th> - <td><p>If TRUE, an attempt is made to use more robust starting +SFO or DFOP is used for the parent and there is either no metabolite or one.</p></dd> +<dt>degparms_start</dt> +<dd><p>Parameter values given as a named numeric vector will +be used to override the starting values obtained from the 'mmkin' object.</p></dd> +<dt>test_log_parms</dt> +<dd><p>If TRUE, an attempt is made to use more robust starting values for population parameters fitted as log parameters in mkin (like rate constants) by only considering rate constants that pass the t-test -when calculating mean degradation parameters using <a href='mean_degparms.html'>mean_degparms</a>.</p></td> - </tr> - <tr> - <th>conf.level</th> - <td><p>Possibility to adjust the required confidence level -for parameter that are tested if requested by 'test_log_parms'.</p></td> - </tr> - <tr> - <th>solution_type</th> - <td><p>Possibility to specify the solution type in case the -automatic choice is not desired</p></td> - </tr> - <tr> - <th>nbiter.saemix</th> - <td><p>Convenience option to increase the number of -iterations</p></td> - </tr> - <tr> - <th>control</th> - <td><p>Passed to <a href='https://rdrr.io/pkg/saemix/man/saemix.html'>saemix::saemix</a>.</p></td> - </tr> - <tr> - <th>fail_with_errors</th> - <td><p>Should a failure to compute standard errors -from the inverse of the Fisher Information Matrix be a failure?</p></td> - </tr> - <tr> - <th>verbose</th> - <td><p>Should we print information about created objects of -type <a href='https://rdrr.io/pkg/saemix/man/SaemixModel-class.html'>saemix::SaemixModel</a> and <a href='https://rdrr.io/pkg/saemix/man/SaemixData-class.html'>saemix::SaemixData</a>?</p></td> - </tr> - <tr> - <th>quiet</th> - <td><p>Should we suppress the messages saemix prints at the beginning -and the end of the optimisation process?</p></td> - </tr> - <tr> - <th>x</th> - <td><p>An saem.mmkin object to print</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - +when calculating mean degradation parameters using <a href="mean_degparms.html">mean_degparms</a>.</p></dd> +<dt>conf.level</dt> +<dd><p>Possibility to adjust the required confidence level +for parameter that are tested if requested by 'test_log_parms'.</p></dd> +<dt>solution_type</dt> +<dd><p>Possibility to specify the solution type in case the +automatic choice is not desired</p></dd> +<dt>nbiter.saemix</dt> +<dd><p>Convenience option to increase the number of +iterations</p></dd> +<dt>control</dt> +<dd><p>Passed to <a href="https://rdrr.io/pkg/saemix/man/saemix.html" class="external-link">saemix::saemix</a>.</p></dd> +<dt>fail_with_errors</dt> +<dd><p>Should a failure to compute standard errors +from the inverse of the Fisher Information Matrix be a failure?</p></dd> +<dt>verbose</dt> +<dd><p>Should we print information about created objects of +type <a href="https://rdrr.io/pkg/saemix/man/SaemixModel-class.html" class="external-link">saemix::SaemixModel</a> and <a href="https://rdrr.io/pkg/saemix/man/SaemixData-class.html" class="external-link">saemix::SaemixData</a>?</p></dd> +<dt>quiet</dt> +<dd><p>Should we suppress the messages saemix prints at the beginning +and the end of the optimisation process?</p></dd> +<dt>x</dt> +<dd><p>An saem.mmkin object to print</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>An S3 object of class 'saem.mmkin', containing the fitted -<a href='https://rdrr.io/pkg/saemix/man/SaemixObject-class.html'>saemix::SaemixObject</a> as a list component named 'so'. The -object also inherits from 'mixed.mmkin'.</p> -<p>An <a href='https://rdrr.io/pkg/saemix/man/SaemixModel-class.html'>saemix::SaemixModel</a> object.</p> -<p>An <a href='https://rdrr.io/pkg/saemix/man/SaemixData-class.html'>saemix::SaemixData</a> object.</p> - <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> - +<a href="https://rdrr.io/pkg/saemix/man/SaemixObject-class.html" class="external-link">saemix::SaemixObject</a> as a list component named 'so'. The +object also inherits from 'mixed.mmkin'. +An <a href="https://rdrr.io/pkg/saemix/man/SaemixModel-class.html" class="external-link">saemix::SaemixModel</a> object. +An <a href="https://rdrr.io/pkg/saemix/man/SaemixData-class.html" class="external-link">saemix::SaemixData</a> object.</p> + </div> + <div id="details"> + <h2>Details</h2> <p>An mmkin row object is essentially a list of mkinfit objects that have been -obtained by fitting the same model to a list of datasets using <a href='mkinfit.html'>mkinfit</a>.</p> +obtained by fitting the same model to a list of datasets using <a href="mkinfit.html">mkinfit</a>.</p> <p>Starting values for the fixed effects (population mean parameters, argument -psi0 of <code><a href='https://rdrr.io/pkg/saemix/man/saemixModel.html'>saemix::saemixModel()</a></code> are the mean values of the parameters found -using <a href='mmkin.html'>mmkin</a>.</p> - <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2> - - <div class='dont-index'><p><a href='summary.saem.mmkin.html'>summary.saem.mmkin</a> <a href='plot.mixed.mmkin.html'>plot.mixed.mmkin</a></p></div> - - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='co'># \dontrun{</span> -<span class='va'>ds</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>experimental_data_for_UBA_2019</span><span class='op'>[</span><span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>]</span>, - <span class='kw'>function</span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>subset</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>$</span><span class='va'>data</span><span class='op'>[</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"name"</span>, <span class='st'>"time"</span>, <span class='st'>"value"</span><span class='op'>)</span><span class='op'>]</span><span class='op'>)</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='st'>"Dataset"</span>, <span class='fl'>6</span><span class='op'>:</span><span class='fl'>10</span><span class='op'>)</span> -<span class='va'>f_mmkin_parent_p0_fixed</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='st'>"FOMC"</span>, <span class='va'>ds</span>, - state.ini <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span><span class='op'>)</span>, fixed_initials <span class='op'>=</span> <span class='st'>"parent"</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='va'>f_saem_p0_fixed</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin_parent_p0_fixed</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'> -<span class='va'>f_mmkin_parent</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"FOMC"</span>, <span class='st'>"DFOP"</span><span class='op'>)</span>, <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='va'>f_saem_sfo</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"SFO"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='va'>f_saem_fomc</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='va'>f_saem_dfop</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin_parent</span><span class='op'>[</span><span class='st'>"DFOP"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'> -<span class='co'># The returned saem.mmkin object contains an SaemixObject, therefore we can use</span> -<span class='co'># functions from saemix</span> -<span class='kw'><a href='https://rdrr.io/r/base/library.html'>library</a></span><span class='op'>(</span><span class='va'>saemix</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Package saemix, version 3.1.9000</span> -#> <span class='message'> please direct bugs, questions and feedback to emmanuelle.comets@inserm.fr</span></div><div class='output co'>#> <span class='message'></span> -#> <span class='message'>Attaching package: ‘saemix’</span></div><div class='output co'>#> <span class='message'>The following object is masked from ‘package:RxODE’:</span> -#> <span class='message'></span> -#> <span class='message'> phi</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/compare.saemix.html'>compare.saemix</a></span><span class='op'>(</span><span class='va'>f_saem_sfo</span><span class='op'>$</span><span class='va'>so</span>, <span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, <span class='va'>f_saem_dfop</span><span class='op'>$</span><span class='va'>so</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in compare.saemix(f_saem_sfo$so, f_saem_fomc$so, f_saem_dfop$so): object 'f_saem_sfo' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/plot-SaemixObject-method.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, plot.type <span class='op'>=</span> <span class='st'>"convergence"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/plot-SaemixObject-method.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, plot.type <span class='op'>=</span> <span class='st'>"individual.fit"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/plot-SaemixObject-method.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, plot.type <span class='op'>=</span> <span class='st'>"npde"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/plot-SaemixObject-method.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, plot.type <span class='op'>=</span> <span class='st'>"vpc"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span></div><div class='input'> -<span class='va'>f_mmkin_parent_tc</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span><span class='op'>(</span><span class='va'>f_mmkin_parent</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span><span class='op'>)</span> -<span class='va'>f_saem_fomc_tc</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin_parent_tc</span><span class='op'>[</span><span class='st'>"FOMC"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/compare.saemix.html'>compare.saemix</a></span><span class='op'>(</span><span class='va'>f_saem_fomc</span><span class='op'>$</span><span class='va'>so</span>, <span class='va'>f_saem_fomc_tc</span><span class='op'>$</span><span class='va'>so</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in compare.saemix(f_saem_fomc$so, f_saem_fomc_tc$so): object 'f_saem_fomc' not found</span></div><div class='input'> -<span class='va'>sfo_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Temporary DLL for differentials generated and loaded</span></div><div class='input'><span class='va'>fomc_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"FOMC"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Temporary DLL for differentials generated and loaded</span></div><div class='input'><span class='va'>dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"A1"</span><span class='op'>)</span>, - A1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Temporary DLL for differentials generated and loaded</span></div><div class='input'><span class='co'># The following fit uses analytical solutions for SFO-SFO and DFOP-SFO,</span> -<span class='co'># and compiled ODEs for FOMC that are much slower</span> -<span class='va'>f_mmkin</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span> - <span class='st'>"SFO-SFO"</span> <span class='op'>=</span> <span class='va'>sfo_sfo</span>, <span class='st'>"FOMC-SFO"</span> <span class='op'>=</span> <span class='va'>fomc_sfo</span>, <span class='st'>"DFOP-SFO"</span> <span class='op'>=</span> <span class='va'>dfop_sfo</span><span class='op'>)</span>, - <span class='va'>ds</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='co'># saem fits of SFO-SFO and DFOP-SFO to these data take about five seconds</span> -<span class='co'># each on this system, as we use analytical solutions written for saemix.</span> -<span class='co'># When using the analytical solutions written for mkin this took around</span> -<span class='co'># four minutes</span> -<span class='va'>f_saem_sfo_sfo</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin</span><span class='op'>[</span><span class='st'>"SFO-SFO"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='va'>f_saem_dfop_sfo</span> <span class='op'><-</span> <span class='fu'>saem</span><span class='op'>(</span><span class='va'>f_mmkin</span><span class='op'>[</span><span class='st'>"DFOP-SFO"</span>, <span class='op'>]</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='co'># We can use print, plot and summary methods to check the results</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>f_saem_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'print': object 'f_saem_dfop_sfo' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/plot-SaemixObject-method.html'>plot</a></span><span class='op'>(</span><span class='va'>f_saem_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_dfop_sfo' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_saem_dfop_sfo</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_saem_dfop_sfo' not found</span></div><div class='input'> -<span class='co'># The following takes about 6 minutes</span> -<span class='co'>#f_saem_dfop_sfo_deSolve <- saem(f_mmkin["DFOP-SFO", ], solution_type = "deSolve",</span> -<span class='co'># control = list(nbiter.saemix = c(200, 80), nbdisplay = 10))</span> - -<span class='co'>#saemix::compare.saemix(list(</span> -<span class='co'># f_saem_dfop_sfo$so,</span> -<span class='co'># f_saem_dfop_sfo_deSolve$so))</span> +psi0 of <code><a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel()</a></code> are the mean values of the parameters found +using <a href="mmkin.html">mmkin</a>.</p> + </div> + <div id="see-also"> + <h2>See also</h2> + <div class="dont-index"><p><a href="summary.saem.mmkin.html">summary.saem.mmkin</a> <a href="plot.mixed.mmkin.html">plot.mixed.mmkin</a></p></div> + </div> -<span class='co'># If the model supports it, we can also use eigenvalue based solutions, which</span> -<span class='co'># take a similar amount of time</span> -<span class='co'>#f_saem_sfo_sfo_eigen <- saem(f_mmkin["SFO-SFO", ], solution_type = "eigen",</span> -<span class='co'># control = list(nbiter.saemix = c(200, 80), nbdisplay = 10))</span> -<span class='co'># }</span> -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span> +<span class="r-in"> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"Dataset"</span>, <span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_mmkin_parent_p0_fixed</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="st">"FOMC"</span>, <span class="va">ds</span>,</span> +<span class="r-in"> state.ini <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, fixed_initials <span class="op">=</span> <span class="st">"parent"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_saem_p0_fixed</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin_parent_p0_fixed</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_mmkin_parent</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"FOMC"</span>, <span class="st">"DFOP"</span><span class="op">)</span>, <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_saem_sfo</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="va">f_saem_fomc</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="va">f_saem_dfop</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin_parent</span><span class="op">[</span><span class="st">"DFOP"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># The returned saem.mmkin object contains an SaemixObject, therefore we can use</span></span> +<span class="r-in"><span class="co"># functions from saemix</span></span> +<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va">saemix</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Loading required package: npde</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Attaching package: ‘npde’</span> +<span class="r-msg co"><span class="r-pr">#></span> The following object is masked from ‘package:nlmixr’:</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> warfarin</span> +<span class="r-msg co"><span class="r-pr">#></span> Package saemix, version 3.0</span> +<span class="r-msg co"><span class="r-pr">#></span> please direct bugs, questions and feedback to emmanuelle.comets@inserm.fr</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> Attaching package: ‘saemix’</span> +<span class="r-msg co"><span class="r-pr">#></span> The following objects are masked from ‘package:npde’:</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> kurtosis, skewness</span> +<span class="r-msg co"><span class="r-pr">#></span> The following object is masked from ‘package:RxODE’:</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> phi</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/compare.saemix.html" class="external-link">compare.saemix</a></span><span class="op">(</span><span class="va">f_saem_sfo</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_saem_dfop</span><span class="op">$</span><span class="va">so</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in compare.saemix(f_saem_sfo$so, f_saem_fomc$so, f_saem_dfop$so):</span> object 'f_saem_sfo' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"individual.fit"</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"npde"</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"vpc"</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_fomc' not found</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">f_mmkin_parent_tc</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">f_mmkin_parent</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_saem_fomc_tc</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin_parent_tc</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/compare.saemix.html" class="external-link">compare.saemix</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, <span class="va">f_saem_fomc_tc</span><span class="op">$</span><span class="va">so</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in compare.saemix(f_saem_fomc$so, f_saem_fomc_tc$so):</span> object 'f_saem_fomc' not found</span> +<span class="r-in"></span> +<span class="r-in"><span class="va">sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> +<span class="r-in"><span class="va">fomc_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"FOMC"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> +<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"A1"</span><span class="op">)</span>,</span> +<span class="r-in"> A1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> +<span class="r-in"><span class="co"># The following fit uses analytical solutions for SFO-SFO and DFOP-SFO,</span></span> +<span class="r-in"><span class="co"># and compiled ODEs for FOMC that are much slower</span></span> +<span class="r-in"><span class="va">f_mmkin</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">sfo_sfo</span>, <span class="st">"FOMC-SFO"</span> <span class="op">=</span> <span class="va">fomc_sfo</span>, <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="co"># saem fits of SFO-SFO and DFOP-SFO to these data take about five seconds</span></span> +<span class="r-in"><span class="co"># each on this system, as we use analytical solutions written for saemix.</span></span> +<span class="r-in"><span class="co"># When using the analytical solutions written for mkin this took around</span></span> +<span class="r-in"><span class="co"># four minutes</span></span> +<span class="r-in"><span class="va">f_saem_sfo_sfo</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">[</span><span class="st">"SFO-SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="va">f_saem_dfop_sfo</span> <span class="op"><-</span> <span class="fu">saem</span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">[</span><span class="st">"DFOP-SFO"</span>, <span class="op">]</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="co"># We can use print, plot and summary methods to check the results</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'print': object 'f_saem_dfop_sfo' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/plot-SaemixObject-ANY-method.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'x' in selecting a method for function 'plot': object 'f_saem_dfop_sfo' not found</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_saem_dfop_sfo' not found</span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># The following takes about 6 minutes</span></span> +<span class="r-in"><span class="co">#f_saem_dfop_sfo_deSolve <- saem(f_mmkin["DFOP-SFO", ], solution_type = "deSolve",</span></span> +<span class="r-in"><span class="co"># control = list(nbiter.saemix = c(200, 80), nbdisplay = 10))</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co">#saemix::compare.saemix(list(</span></span> +<span class="r-in"><span class="co"># f_saem_dfop_sfo$so,</span></span> +<span class="r-in"><span class="co"># f_saem_dfop_sfo_deSolve$so))</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># If the model supports it, we can also use eigenvalue based solutions, which</span></span> +<span class="r-in"><span class="co"># take a similar amount of time</span></span> +<span class="r-in"><span class="co">#f_saem_sfo_sfo_eigen <- saem(f_mmkin["SFO-SFO", ], solution_type = "eigen",</span></span> +<span class="r-in"><span class="co"># control = list(nbiter.saemix = c(200, 80), nbdisplay = 10))</span></span> +<span class="r-in"><span class="co"># }</span></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/summary.nlmixr.mmkin.html b/docs/dev/reference/summary.nlmixr.mmkin.html index 891e26ea..31f68f3f 100644 --- a/docs/dev/reference/summary.nlmixr.mmkin.html +++ b/docs/dev/reference/summary.nlmixr.mmkin.html @@ -1,71 +1,16 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Summary method for class "nlmixr.mmkin" — summary.nlmixr.mmkin • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script> -<!-- Bootstrap --> - -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" /> - -<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script> - -<!-- bootstrap-toc --> -<link rel="stylesheet" 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integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Summary method for class " nlmixr.mmkin summary.nlmixr.mmkin><meta property="og:description" content="Lists model equations, initial parameter values, optimised parameters for fixed effects (population), random effects (deviations from the population mean) and residual error model, as well as the resulting endpoints such as formation fractions and DT50 values. Optionally -(default is FALSE), the data are listed in full." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +(default is FALSE), the data are listed in full."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -81,8 +26,7 @@ endpoints such as formation fractions and DT50 values. Optionally </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -91,8 +35,7 @@ endpoints such as formation fractions and DT50 values. Optionally <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -116,34 +59,27 @@ endpoints such as formation fractions and DT50 values. Optionally <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Summary method for class "nlmixr.mmkin"</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/summary.nlmixr.mmkin.R'><code>R/summary.nlmixr.mmkin.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary.nlmixr.mmkin.R" class="external-link"><code>R/summary.nlmixr.mmkin.R</code></a></small> <div class="hidden name"><code>summary.nlmixr.mmkin.Rd</code></div> </div> @@ -155,868 +91,2824 @@ endpoints such as formation fractions and DT50 values. Optionally (default is FALSE), the data are listed in full.</p> </div> - <pre class="usage"><span class='co'># S3 method for nlmixr.mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>object</span>, data <span class='op'>=</span> <span class='cn'>FALSE</span>, verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, distimes <span class='op'>=</span> <span class='cn'>TRUE</span>, <span class='va'>...</span><span class='op'>)</span> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for nlmixr.mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">object</span>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span> -<span class='co'># S3 method for summary.nlmixr.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, verbose <span class='op'>=</span> <span class='va'>x</span><span class='op'>$</span><span class='va'>verbose</span>, <span class='va'>...</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>an object of class <a href='nlmixr.mmkin.html'>nlmixr.mmkin</a></p></td> - </tr> - <tr> - <th>data</th> - <td><p>logical, indicating whether the full data should be included in -the summary.</p></td> - </tr> - <tr> - <th>verbose</th> - <td><p>Should the summary be verbose?</p></td> - </tr> - <tr> - <th>distimes</th> - <td><p>logical, indicating whether DT50 and DT90 values should be -included.</p></td> - </tr> - <tr> - <th>...</th> - <td><p>optional arguments passed to methods like <code>print</code>.</p></td> - </tr> - <tr> - <th>x</th> - <td><p>an object of class summary.nlmixr.mmkin</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> +<span class="co"># S3 method for summary.nlmixr.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>an object of class <a href="nlmixr.mmkin.html">nlmixr.mmkin</a></p></dd> +<dt>data</dt> +<dd><p>logical, indicating whether the full data should be included in +the summary.</p></dd> +<dt>verbose</dt> +<dd><p>Should the summary be verbose?</p></dd> +<dt>distimes</dt> +<dd><p>logical, indicating whether DT50 and DT90 values should be +included.</p></dd> +<dt>...</dt> +<dd><p>optional arguments passed to methods like <code>print</code>.</p></dd> +<dt>x</dt> +<dd><p>an object of class summary.nlmixr.mmkin</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> <p>The summary function returns a list obtained in the fit, with at least the following additional components</p> -<dt>nlmixrversion, mkinversion, Rversion</dt><dd><p>The nlmixr, mkin and R versions used</p></dd> -<dt>date.fit, date.summary</dt><dd><p>The dates where the fit and the summary were +<dl><dt>nlmixrversion, mkinversion, Rversion</dt> +<dd><p>The nlmixr, mkin and R versions used</p></dd> +<dt>date.fit, date.summary</dt> +<dd><p>The dates where the fit and the summary were produced</p></dd> -<dt>diffs</dt><dd><p>The differential equations used in the degradation model</p></dd> -<dt>use_of_ff</dt><dd><p>Was maximum or minimum use made of formation fractions</p></dd> -<dt>data</dt><dd><p>The data</p></dd> -<dt>confint_back</dt><dd><p>Backtransformed parameters, with confidence intervals if available</p></dd> -<dt>ff</dt><dd><p>The estimated formation fractions derived from the fitted +<dt>diffs</dt> +<dd><p>The differential equations used in the degradation model</p></dd> +<dt>use_of_ff</dt> +<dd><p>Was maximum or minimum use made of formation fractions</p></dd> +<dt>data</dt> +<dd><p>The data</p></dd> +<dt>confint_back</dt> +<dd><p>Backtransformed parameters, with confidence intervals if available</p></dd> +<dt>ff</dt> +<dd><p>The estimated formation fractions derived from the fitted model.</p></dd> -<dt>distimes</dt><dd><p>The DT50 and DT90 values for each observed variable.</p></dd> -<dt>SFORB</dt><dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd> -The print method is called for its side effect, i.e. printing the summary. - - <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2> - +<dt>distimes</dt> +<dd><p>The DT50 and DT90 values for each observed variable.</p></dd> +<dt>SFORB</dt> +<dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd> +</dl><p>The print method is called for its side effect, i.e. printing the summary.</p> + </div> + <div id="author"> + <h2>Author</h2> <p>Johannes Ranke for the mkin specific parts nlmixr authors for the parts inherited from nlmixr.</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='co'># Generate five datasets following DFOP-SFO kinetics</span> -<span class='va'>sampling_times</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>3</span>, <span class='fl'>7</span>, <span class='fl'>14</span>, <span class='fl'>28</span>, <span class='fl'>60</span>, <span class='fl'>90</span>, <span class='fl'>120</span><span class='op'>)</span> -<span class='va'>dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"m1"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/Random.html'>set.seed</a></span><span class='op'>(</span><span class='fl'>1234</span><span class='op'>)</span> -<span class='va'>k1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.1</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> -<span class='va'>k2_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.02</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> -<span class='va'>g_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>qlogis</a></span><span class='op'>(</span><span class='fl'>0.5</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>f_parent_to_m1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>qlogis</a></span><span class='op'>(</span><span class='fl'>0.3</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>k_m1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.02</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> - -<span class='va'>pred_dfop_sfo</span> <span class='op'><-</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>k1</span>, <span class='va'>k2</span>, <span class='va'>g</span>, <span class='va'>f_parent_to_m1</span>, <span class='va'>k_m1</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k1 <span class='op'>=</span> <span class='va'>k1</span>, k2 <span class='op'>=</span> <span class='va'>k2</span>, g <span class='op'>=</span> <span class='va'>g</span>, f_parent_to_m1 <span class='op'>=</span> <span class='va'>f_parent_to_m1</span>, k_m1 <span class='op'>=</span> <span class='va'>k_m1</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span>, m1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, - <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='op'>}</span> - -<span class='va'>ds_mean_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>:</span><span class='fl'>5</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k1 <span class='op'>=</span> <span class='va'>k1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, k2 <span class='op'>=</span> <span class='va'>k2_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, g <span class='op'>=</span> <span class='va'>g_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, - f_parent_to_m1 <span class='op'>=</span> <span class='va'>f_parent_to_m1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, k_m1 <span class='op'>=</span> <span class='va'>k_m1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span>, m1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, - <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='op'>}</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds_mean_dfop_sfo</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='st'>"ds"</span>, <span class='fl'>1</span><span class='op'>:</span><span class='fl'>5</span><span class='op'>)</span> - -<span class='va'>ds_syn_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>ds_mean_dfop_sfo</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>ds</span>, - sdfunc <span class='op'>=</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>+</span> <span class='va'>value</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>*</span> <span class='fl'>0.07</span><span class='op'>^</span><span class='fl'>2</span><span class='op'>)</span>, - n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span> -<span class='op'>}</span><span class='op'>)</span> - -<span class='co'># \dontrun{</span> -<span class='co'># Evaluate using mmkin and nlmixr</span> -<span class='va'>f_mmkin_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span><span class='op'>)</span>, <span class='va'>ds_syn_dfop_sfo</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span>, cores <span class='op'>=</span> <span class='fl'>5</span><span class='op'>)</span> -<span class='va'>f_saemix_dfop_sfo</span> <span class='op'><-</span> <span class='fu'>mkin</span><span class='fu'>::</span><span class='fu'><a href='saem.html'>saem</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> Running main SAEM algorithm -#> [1] "Tue Oct 5 17:27:02 2021" -#> .... -#> Minimisation finished -#> [1] "Tue Oct 5 17:27:13 2021"</div><div class='input'><span class='va'>f_nlme_dfop_sfo</span> <span class='op'><-</span> <span class='fu'>mkin</span><span class='fu'>::</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: Iteration 4, LME step: nlminb() did not converge (code = 1). PORT message: false convergence (8)</span></div><div class='output co'>#> <span class='warning'>Warning: Iteration 6, LME step: nlminb() did not converge (code = 1). PORT message: false convergence (8)</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_saem</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span>, est <span class='op'>=</span> <span class='st'>"saem"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'>→ generate SAEM model</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> 1: 1.0127e+02 -3.8515e+00 -2.0719e+00 -3.7271e+00 -1.9335e+00 4.0311e-01 6.9594e+00 1.5021e-01 5.3947e-01 1.9686e-01 3.7429e-01 5.4209e-01 8.4121e+00 7.3391e-02 7.1185e+00 2.5869e-01 -#> 2: 1.0136e+02 -3.8005e+00 -2.3424e+00 -4.0759e+00 -1.6475e+00 1.1598e-01 6.6115e+00 1.4406e-01 5.1249e-01 1.8701e-01 3.5786e-01 5.1499e-01 4.9102e+00 6.2829e-02 4.7230e+00 7.8901e-02 -#> 3: 1.0126e+02 -4.0285e+00 -2.3629e+00 -4.1271e+00 -1.1733e+00 1.7634e-02 6.2809e+00 1.6892e-01 4.8687e-01 1.7766e-01 3.3997e-01 4.8924e-01 3.2256e+00 6.6693e-02 3.3261e+00 8.7190e-02 -#> 4: 1.0105e+02 -4.0894e+00 -2.5516e+00 -4.1037e+00 -1.0816e+00 4.5377e-02 5.9668e+00 1.6048e-01 4.6252e-01 1.6878e-01 3.2297e-01 4.6478e-01 2.4343e+00 7.0557e-02 2.2610e+00 9.2498e-02 -#> 5: 1.0101e+02 -4.1364e+00 -2.4605e+00 -4.0737e+00 -1.0920e+00 -4.7953e-03 5.9593e+00 1.5245e-01 4.3940e-01 1.8078e-01 3.0682e-01 5.4688e-01 1.7424e+00 7.4776e-02 1.5144e+00 1.0787e-01 -#> 6: 1.0042e+02 -4.0933e+00 -2.4472e+00 -4.1090e+00 -9.7996e-01 -9.0472e-02 6.0175e+00 1.4483e-01 4.1743e-01 1.8824e-01 2.9148e-01 5.3033e-01 1.5545e+00 6.8588e-02 1.3401e+00 9.8865e-02 -#> 7: 1.0078e+02 -4.0911e+00 -2.4335e+00 -4.0758e+00 -9.9422e-01 -7.8849e-02 6.6318e+00 1.3759e-01 3.9656e-01 1.7882e-01 2.7691e-01 5.0381e-01 1.3780e+00 6.9978e-02 1.1346e+00 9.6162e-02 -#> 8: 1.0077e+02 -4.0196e+00 -2.4345e+00 -4.0444e+00 -9.3483e-01 -1.1032e-01 6.3002e+00 1.3071e-01 3.7673e-01 1.6988e-01 2.6306e-01 4.8191e-01 1.1774e+00 7.4232e-02 1.0270e+00 9.5616e-02 -#> 9: 1.0118e+02 -4.0436e+00 -2.4649e+00 -4.0207e+00 -8.9829e-01 -1.7784e-01 5.9852e+00 1.2417e-01 3.5789e-01 1.6139e-01 2.4991e-01 5.5466e-01 1.1040e+00 7.1515e-02 1.0342e+00 9.3972e-02 -#> 10: 1.0143e+02 -4.0523e+00 -2.3737e+00 -4.0184e+00 -9.1167e-01 -2.3828e-01 5.8520e+00 1.1797e-01 3.4196e-01 1.5332e-01 2.3741e-01 5.2849e-01 1.0510e+00 7.5719e-02 1.0638e+00 9.3973e-02 -#> 11: 1.0119e+02 -4.0699e+00 -2.3680e+00 -4.0191e+00 -9.4858e-01 -1.7310e-01 6.9958e+00 1.1207e-01 3.6891e-01 1.4565e-01 2.2554e-01 5.0206e-01 1.0247e+00 7.5497e-02 1.0292e+00 9.3707e-02 -#> 12: 1.0121e+02 -4.0189e+00 -2.4198e+00 -4.0139e+00 -9.1693e-01 -2.0613e-01 6.6460e+00 1.0646e-01 3.5046e-01 1.3837e-01 2.1427e-01 5.7696e-01 1.1046e+00 7.6090e-02 9.3689e-01 9.4115e-02 -#> 13: 1.0083e+02 -4.0451e+00 -2.4395e+00 -4.0235e+00 -9.4535e-01 -1.4723e-01 6.3137e+00 1.0114e-01 3.3294e-01 1.3145e-01 2.0355e-01 5.4811e-01 1.0360e+00 7.3381e-02 9.7078e-01 9.1659e-02 -#> 14: 1.0056e+02 -4.0401e+00 -2.4045e+00 -4.0054e+00 -9.4191e-01 -1.3928e-01 5.9980e+00 9.6084e-02 3.4934e-01 1.2488e-01 1.9338e-01 5.2071e-01 1.0303e+00 7.7118e-02 8.8372e-01 9.0469e-02 -#> 15: 1.0070e+02 -4.0388e+00 -2.4210e+00 -4.0113e+00 -9.1136e-01 -1.2702e-01 5.6981e+00 9.1279e-02 3.3187e-01 1.1864e-01 1.8371e-01 4.9467e-01 1.0486e+00 7.2427e-02 7.8179e-01 9.1572e-02 -#> 16: 1.0078e+02 -4.0175e+00 -2.4766e+00 -4.0191e+00 -9.0733e-01 -1.1952e-01 5.4132e+00 8.6716e-02 3.1528e-01 1.1270e-01 1.7452e-01 4.8928e-01 9.7799e-01 8.1464e-02 8.2935e-01 8.6520e-02 -#> 17: 1.0069e+02 -4.0533e+00 -2.5110e+00 -4.0294e+00 -9.1841e-01 -6.8363e-03 5.1426e+00 8.2380e-02 2.9952e-01 1.0707e-01 1.6580e-01 4.6482e-01 9.1609e-01 8.1008e-02 8.1783e-01 8.8818e-02 -#> 18: 99.9647 -4.0672 -2.5327 -4.0416 -0.9273 0.0097 4.8854 0.0783 0.2970 0.1280 0.1941 0.5053 0.9306 0.0764 0.8097 0.0881 -#> 19: 1.0027e+02 -4.0667e+00 -2.4653e+00 -4.0579e+00 -9.2776e-01 3.0417e-02 4.6412e+00 7.4348e-02 3.3694e-01 1.2164e-01 1.8435e-01 5.1797e-01 9.7386e-01 7.4954e-02 7.9297e-01 8.9915e-02 -#> 20: 1.0006e+02 -4.0935e+00 -2.4804e+00 -4.0721e+00 -9.3737e-01 1.9496e-02 4.4091e+00 7.0630e-02 3.3728e-01 1.2544e-01 1.7513e-01 6.0925e-01 1.0232e+00 7.4618e-02 7.9988e-01 8.9642e-02 -#> 21: 1.0043e+02 -4.0542e+00 -2.5168e+00 -4.0623e+00 -9.1553e-01 3.9474e-02 4.1887e+00 6.7099e-02 3.4553e-01 1.1917e-01 1.6638e-01 6.0827e-01 1.0155e+00 8.0771e-02 7.8424e-01 8.6213e-02 -#> 22: 1.0049e+02 -4.0449e+00 -2.5082e+00 -4.0849e+00 -9.2553e-01 4.5424e-02 3.9792e+00 6.3744e-02 3.2825e-01 1.2365e-01 1.5806e-01 5.8922e-01 8.2860e-01 8.3384e-02 8.2525e-01 8.9218e-02 -#> 23: 1.0067e+02 -4.0411e+00 -2.5460e+00 -4.0736e+00 -9.2578e-01 5.2422e-02 3.7803e+00 6.0557e-02 3.1661e-01 1.2306e-01 1.5016e-01 5.8274e-01 9.3412e-01 8.0508e-02 8.1829e-01 8.6377e-02 -#> 24: 1.0091e+02 -4.0314e+00 -2.5298e+00 -4.0566e+00 -8.9743e-01 3.7634e-02 3.5913e+00 5.7529e-02 3.5267e-01 1.2194e-01 1.4265e-01 5.5360e-01 9.6271e-01 7.6960e-02 8.8466e-01 8.5693e-02 -#> 25: 1.0100e+02 -4.0442e+00 -2.5399e+00 -4.0568e+00 -8.9494e-01 1.7415e-02 3.4117e+00 5.4652e-02 3.3504e-01 1.2781e-01 1.3552e-01 5.2592e-01 9.6040e-01 7.7299e-02 8.9561e-01 8.6893e-02 -#> 26: 1.0111e+02 -4.0354e+00 -2.5182e+00 -4.0899e+00 -9.0799e-01 7.6464e-02 4.8614e+00 5.1920e-02 3.1829e-01 1.2142e-01 1.3110e-01 4.9963e-01 9.6997e-01 7.4932e-02 8.2521e-01 9.3659e-02 -#> 27: 1.0159e+02 -4.0653e+00 -2.4934e+00 -4.0803e+00 -9.5632e-01 2.8659e-03 4.6184e+00 4.9324e-02 3.0237e-01 1.1535e-01 1.4743e-01 4.7465e-01 9.4314e-01 7.7860e-02 8.9820e-01 8.8210e-02 -#> 28: 1.0154e+02 -4.0487e+00 -2.4844e+00 -4.0511e+00 -9.6473e-01 -4.7382e-02 4.3874e+00 4.6858e-02 3.2049e-01 1.0958e-01 1.5243e-01 4.5091e-01 9.8808e-01 7.4786e-02 8.6833e-01 8.8720e-02 -#> 29: 1.0144e+02 -4.0414e+00 -2.4105e+00 -4.0504e+00 -9.4039e-01 -3.6753e-02 4.1681e+00 4.4515e-02 3.2754e-01 1.0410e-01 1.4940e-01 4.2837e-01 9.5520e-01 7.8507e-02 8.2408e-01 8.5998e-02 -#> 30: 1.0137e+02 -4.0292e+00 -2.4174e+00 -4.0382e+00 -9.3180e-01 -7.1482e-02 5.4636e+00 4.2289e-02 3.2074e-01 9.8896e-02 1.6877e-01 4.0695e-01 8.8153e-01 7.5106e-02 8.5239e-01 8.8266e-02 -#> 31: 1.0105e+02 -4.0387e+00 -2.4368e+00 -4.0346e+00 -9.1098e-01 -5.4730e-02 5.1904e+00 4.0175e-02 3.0470e-01 9.3951e-02 1.6034e-01 3.8660e-01 8.7853e-01 8.0278e-02 8.7981e-01 8.6404e-02 -#> 32: 1.0147e+02 -4.0435e+00 -2.4530e+00 -4.0365e+00 -9.1241e-01 -7.1281e-02 4.9309e+00 3.8166e-02 2.8947e-01 9.4694e-02 1.7475e-01 3.6727e-01 8.7005e-01 8.1398e-02 8.7784e-01 8.8976e-02 -#> 33: 1.0144e+02 -4.0092e+00 -2.4279e+00 -4.0090e+00 -8.8656e-01 -1.4017e-01 5.2945e+00 3.6258e-02 2.9770e-01 1.0169e-01 1.6601e-01 3.4891e-01 9.2202e-01 7.8841e-02 8.7551e-01 8.4011e-02 -#> 34: 1.0157e+02 -3.9839e+00 -2.4469e+00 -4.0180e+00 -8.3877e-01 -1.4664e-01 6.3506e+00 3.4445e-02 2.8282e-01 1.0831e-01 1.6850e-01 3.3146e-01 8.4403e-01 7.9056e-02 8.4620e-01 8.6363e-02 -#> 35: 1.0149e+02 -3.9928e+00 -2.4771e+00 -4.0106e+00 -8.6974e-01 -1.4219e-01 6.2039e+00 3.2722e-02 2.8123e-01 1.1283e-01 1.6008e-01 3.1489e-01 9.1308e-01 7.8685e-02 7.8939e-01 8.7289e-02 -#> 36: 1.0162e+02 -4.0099e+00 -2.4822e+00 -3.9880e+00 -8.7959e-01 -1.3237e-01 5.8937e+00 3.1086e-02 3.2200e-01 1.0719e-01 1.6077e-01 2.9914e-01 9.0821e-01 8.4066e-02 7.5559e-01 8.4838e-02 -#> 37: 1.0102e+02 -3.9962e+00 -2.4852e+00 -3.9954e+00 -8.8307e-01 -9.2070e-02 5.5991e+00 2.9532e-02 3.3713e-01 1.0183e-01 1.5333e-01 2.8419e-01 8.3918e-01 8.5231e-02 7.6007e-01 8.9541e-02 -#> 38: 1.0102e+02 -3.9987e+00 -2.5129e+00 -3.9833e+00 -8.7454e-01 -1.6469e-01 5.3191e+00 2.8055e-02 3.2027e-01 1.0792e-01 1.4707e-01 2.6998e-01 9.1490e-01 8.4715e-02 7.6778e-01 8.9241e-02 -#> 39: 1.0054e+02 -3.9875e+00 -2.4301e+00 -3.9797e+00 -8.7222e-01 -1.9597e-01 7.3800e+00 2.6653e-02 3.0426e-01 1.0801e-01 1.4393e-01 2.5648e-01 9.5901e-01 7.8320e-02 8.1559e-01 9.2429e-02 -#> 40: 1.0077e+02 -4.0057e+00 -2.4630e+00 -3.9849e+00 -8.6788e-01 -1.9606e-01 7.0110e+00 2.5320e-02 3.0385e-01 1.3164e-01 1.4567e-01 3.0284e-01 9.7123e-01 7.6328e-02 8.3681e-01 8.9349e-02 -#> 41: 1.0069e+02 -4.0143e+00 -2.3805e+00 -3.9962e+00 -8.7503e-01 -1.8532e-01 6.6604e+00 2.4054e-02 3.0707e-01 1.4668e-01 1.5021e-01 3.0404e-01 1.0072e+00 7.3629e-02 9.4494e-01 8.4745e-02 -#> 42: 1.0073e+02 -3.9861e+00 -2.4464e+00 -3.9919e+00 -8.7912e-01 -1.8435e-01 6.3274e+00 2.2851e-02 2.9171e-01 1.3935e-01 1.5080e-01 2.8883e-01 9.6502e-01 7.7470e-02 9.4221e-01 8.2459e-02 -#> 43: 1.0104e+02 -3.9881e+00 -2.4156e+00 -3.9688e+00 -8.9448e-01 -2.3739e-01 6.0110e+00 2.1709e-02 2.7713e-01 1.3238e-01 1.5603e-01 2.7439e-01 9.7714e-01 7.1720e-02 8.5890e-01 8.6635e-02 -#> 44: 1.0084e+02 -4.0117e+00 -2.4455e+00 -3.9753e+00 -8.8716e-01 -2.0112e-01 5.7105e+00 2.0623e-02 2.6327e-01 1.2741e-01 1.5200e-01 2.6067e-01 9.3289e-01 8.0543e-02 8.5055e-01 8.2921e-02 -#> 45: 1.0071e+02 -3.9996e+00 -2.4359e+00 -3.9764e+00 -9.1082e-01 -2.4578e-01 5.4250e+00 1.9592e-02 2.5011e-01 1.3254e-01 1.6132e-01 2.8273e-01 9.5805e-01 7.7734e-02 7.8171e-01 8.4571e-02 -#> 46: 1.0018e+02 -4.0077e+00 -2.4835e+00 -3.9739e+00 -8.6079e-01 -1.6592e-01 5.1537e+00 1.8613e-02 2.3760e-01 1.3830e-01 1.5392e-01 3.0295e-01 1.0931e+00 7.3274e-02 8.9544e-01 8.8388e-02 -#> 47: 99.9834 -3.9991 -2.5292 -3.9863 -0.8820 -0.0796 4.8960 0.0177 0.2348 0.1376 0.1639 0.2878 0.9864 0.0837 0.9094 0.0832 -#> 48: 99.9155 -4.0224 -2.5422 -3.9854 -0.8719 -0.0750 4.6512 0.0184 0.2251 0.1307 0.1596 0.2734 0.9841 0.0835 0.8696 0.0843 -#> 49: 99.6136 -4.0397 -2.5172 -4.0115 -0.8774 -0.0922 5.2402 0.0175 0.2558 0.1242 0.1551 0.2597 0.9060 0.0816 0.8365 0.0869 -#> 50: 99.4747 -4.0542 -2.4192 -3.9834 -0.9041 -0.1798 4.9782 0.0219 0.2695 0.1234 0.1474 0.2468 0.9269 0.0783 0.8593 0.0854 -#> 51: 99.3401 -4.0386 -2.3951 -3.9661 -0.9181 -0.1887 4.7574 0.0213 0.2746 0.1522 0.1400 0.2344 0.9901 0.0781 0.8863 0.0928 -#> 52: 99.7109 -4.0509 -2.4227 -3.9770 -0.9247 -0.1431 4.9004 0.0203 0.2688 0.1446 0.1330 0.2227 0.8999 0.0791 1.0265 0.0890 -#> 53: 99.6496 -4.0397 -2.4398 -3.9752 -0.9193 -0.2119 5.1106 0.0193 0.2795 0.1527 0.1325 0.2116 0.8949 0.0788 0.9447 0.0872 -#> 54: 99.9071 -4.0211 -2.3887 -3.9812 -0.9233 -0.1946 5.0887 0.0183 0.2763 0.1450 0.1365 0.2010 0.8793 0.0875 0.8643 0.0903 -#> 55: 1.0012e+02 -4.0401e+00 -2.4203e+00 -3.9511e+00 -9.0712e-01 -2.5566e-01 5.7301e+00 1.7375e-02 2.7324e-01 1.3780e-01 1.6204e-01 1.9094e-01 9.7803e-01 7.6146e-02 9.0756e-01 8.7636e-02 -#> 56: 1.0032e+02 -4.0207e+00 -2.4263e+00 -3.9533e+00 -8.7574e-01 -2.3076e-01 6.5321e+00 1.6507e-02 3.0821e-01 1.3091e-01 1.5394e-01 1.8139e-01 8.8520e-01 7.6350e-02 9.2796e-01 8.5283e-02 -#> 57: 1.0028e+02 -4.0037e+00 -2.4301e+00 -3.9655e+00 -8.8472e-01 -1.8969e-01 9.8969e+00 1.5681e-02 2.9280e-01 1.2436e-01 1.4624e-01 1.7232e-01 9.2902e-01 7.4974e-02 8.9204e-01 8.4563e-02 -#> 58: 1.0048e+02 -3.9928e+00 -2.4961e+00 -3.9709e+00 -9.0263e-01 -1.4516e-01 9.4021e+00 1.6151e-02 2.7816e-01 1.1814e-01 1.4165e-01 1.6370e-01 9.5145e-01 8.0233e-02 8.2896e-01 8.3498e-02 -#> 59: 1.0060e+02 -4.0181e+00 -2.4963e+00 -3.9751e+00 -9.0684e-01 -1.1186e-01 8.9320e+00 1.9914e-02 3.0097e-01 1.1224e-01 1.4109e-01 1.5552e-01 9.9121e-01 7.3120e-02 8.6454e-01 8.2239e-02 -#> 60: 1.0047e+02 -3.9976e+00 -2.4797e+00 -3.9780e+00 -8.9328e-01 -1.0814e-01 8.4854e+00 1.8918e-02 3.2275e-01 1.1591e-01 1.3404e-01 1.4774e-01 9.6968e-01 7.4984e-02 8.9831e-01 8.1655e-02 -#> 61: 1.0040e+02 -4.0068e+00 -2.5217e+00 -3.9844e+00 -8.6447e-01 -1.0567e-01 8.0611e+00 1.7972e-02 3.1372e-01 1.1011e-01 1.2973e-01 1.4036e-01 9.1698e-01 7.8118e-02 9.1811e-01 8.4420e-02 -#> 62: 1.0076e+02 -4.0080e+00 -2.4931e+00 -3.9623e+00 -8.9789e-01 -8.3896e-02 7.6580e+00 1.7073e-02 3.0460e-01 1.1254e-01 1.2324e-01 1.3334e-01 9.9032e-01 7.7618e-02 8.3808e-01 8.5031e-02 -#> 63: 1.0064e+02 -4.0129e+00 -2.4731e+00 -3.9561e+00 -8.9103e-01 -8.8987e-02 7.2751e+00 1.6220e-02 2.8944e-01 1.1647e-01 1.4845e-01 1.2667e-01 1.0745e+00 7.6375e-02 8.4316e-01 8.6681e-02 -#> 64: 1.0098e+02 -4.0094e+00 -2.4541e+00 -3.9604e+00 -9.1524e-01 -9.3413e-02 6.9114e+00 1.5409e-02 2.7497e-01 1.2065e-01 1.7095e-01 1.2034e-01 1.0963e+00 7.8304e-02 8.7104e-01 8.5727e-02 -#> 65: 1.0070e+02 -4.0433e+00 -2.4793e+00 -3.9722e+00 -9.3012e-01 -6.5917e-02 6.5658e+00 1.4638e-02 2.7040e-01 1.1462e-01 1.9067e-01 1.1432e-01 9.7444e-01 8.4510e-02 8.7028e-01 8.6292e-02 -#> 66: 1.0049e+02 -4.0656e+00 -2.4659e+00 -3.9898e+00 -9.4278e-01 -7.5929e-02 6.2375e+00 1.3906e-02 2.9347e-01 1.1997e-01 1.8114e-01 1.0860e-01 9.9830e-01 8.0902e-02 9.3551e-01 8.5261e-02 -#> 67: 1.0046e+02 -4.0477e+00 -2.4685e+00 -3.9907e+00 -9.1503e-01 -9.8019e-02 5.9256e+00 1.3211e-02 3.2166e-01 1.1506e-01 1.7208e-01 1.0317e-01 8.6453e-01 9.0533e-02 8.3598e-01 8.6343e-02 -#> 68: 1.0077e+02 -4.0575e+00 -2.4709e+00 -3.9523e+00 -9.2903e-01 -8.1099e-02 5.6294e+00 1.2818e-02 3.1005e-01 1.3665e-01 1.6347e-01 9.8015e-02 9.0181e-01 8.7058e-02 8.4937e-01 8.3248e-02 -#> 69: 1.0086e+02 -4.0626e+00 -2.3922e+00 -3.9557e+00 -9.6741e-01 -3.5986e-02 5.3479e+00 1.2844e-02 3.3024e-01 1.2982e-01 1.5530e-01 9.3115e-02 9.8180e-01 8.3132e-02 8.6549e-01 8.8939e-02 -#> 70: 1.0082e+02 -4.0640e+00 -2.4449e+00 -3.9787e+00 -9.5159e-01 -3.2904e-02 5.0805e+00 1.4346e-02 3.1373e-01 1.2333e-01 1.4754e-01 8.8459e-02 1.0129e+00 7.4856e-02 8.6688e-01 8.4769e-02 -#> 71: 1.0072e+02 -4.0642e+00 -2.5069e+00 -3.9493e+00 -9.3453e-01 -4.4116e-02 4.8265e+00 1.3628e-02 3.0428e-01 1.2122e-01 1.4091e-01 8.4036e-02 1.0454e+00 7.7023e-02 8.9566e-01 8.1639e-02 -#> 72: 1.0049e+02 -4.0609e+00 -2.4472e+00 -3.9669e+00 -9.3972e-01 -7.7498e-02 4.5852e+00 1.4441e-02 3.2552e-01 1.3911e-01 1.4144e-01 8.1899e-02 1.0114e+00 7.7019e-02 8.2312e-01 8.2494e-02 -#> 73: 1.0022e+02 -4.0598e+00 -2.4410e+00 -3.9952e+00 -9.2810e-01 -1.1309e-01 4.3559e+00 1.3719e-02 3.3556e-01 1.3303e-01 1.4990e-01 1.1303e-01 9.6726e-01 7.6776e-02 8.6331e-01 8.3048e-02 -#> 74: 1.0024e+02 -4.0628e+00 -2.4358e+00 -3.9977e+00 -9.1347e-01 -9.1966e-02 4.1381e+00 1.3033e-02 3.4332e-01 1.3418e-01 1.8099e-01 1.0738e-01 1.0158e+00 7.4697e-02 8.6366e-01 8.4370e-02 -#> 75: 99.7847 -4.0500 -2.4401 -4.0018 -0.9252 -0.1013 4.4651 0.0124 0.3365 0.1399 0.1817 0.1020 1.0278 0.0779 0.9008 0.0841 -#> 76: 99.9526 -4.0482 -2.4819 -3.9947 -0.9049 -0.0557 4.2419 0.0126 0.3248 0.1494 0.1726 0.1135 1.0493 0.0778 0.9341 0.0804 -#> 77: 99.9982 -4.0184 -2.4951 -4.0043 -0.8927 -0.0688 5.2538 0.0120 0.3696 0.1419 0.1817 0.1078 1.0402 0.0839 0.9605 0.0848 -#> 78: 1.0007e+02 -4.0210e+00 -2.4725e+00 -4.0040e+00 -8.9827e-01 2.3164e-03 6.4464e+00 1.1395e-02 3.7410e-01 1.3481e-01 2.0294e-01 1.0879e-01 9.7822e-01 8.7445e-02 9.9990e-01 8.2845e-02 -#> 79: 99.3513 -4.0171 -2.5065 -4.0078 -0.8962 -0.0029 7.7527 0.0108 0.3554 0.1281 0.1928 0.1069 1.0455 0.0866 0.9982 0.0870 -#> 80: 98.9945 -4.0172 -2.5412 -4.0341 -0.8891 -0.0187 9.8218 0.0103 0.3376 0.1217 0.1831 0.1457 0.9733 0.0894 1.0164 0.0832 -#> 81: 99.0936 -4.0275 -2.5134 -4.0127 -0.8552 -0.0614 12.1567 0.0098 0.3494 0.1156 0.1740 0.1384 0.9509 0.0843 1.0171 0.0855 -#> 82: 99.2481 -3.9996 -2.4945 -4.0011 -0.8914 -0.0492 11.5489 0.0128 0.3792 0.1098 0.1653 0.1315 0.9915 0.0818 1.0405 0.0928 -#> 83: 99.6941 -3.9998 -2.4851 -3.9845 -0.8802 -0.0560 10.9714 0.0146 0.3602 0.1043 0.1570 0.1249 0.9934 0.0852 0.9707 0.0866 -#> 84: 99.2185 -3.9920 -2.4843 -4.0051 -0.8546 -0.0642 10.4228 0.0153 0.3422 0.0991 0.1492 0.1187 0.9923 0.0833 0.9799 0.0873 -#> 85: 98.8470 -3.9956 -2.4652 -4.0201 -0.8483 -0.0414 9.9017 0.0146 0.3251 0.0941 0.1417 0.1128 0.9732 0.0901 0.9035 0.0858 -#> 86: 98.5012 -3.9841 -2.5148 -4.0250 -0.8408 -0.0551 9.4066 0.0148 0.3088 0.0962 0.1346 0.1071 0.8570 0.0932 0.8532 0.0896 -#> 87: 99.0868 -4.0055 -2.5058 -4.0249 -0.8522 -0.0311 10.3528 0.0175 0.2934 0.1013 0.1411 0.1018 0.8802 0.0838 0.8849 0.0862 -#> 88: 99.5158 -4.0031 -2.4437 -3.9866 -0.8894 -0.0963 9.9832 0.0167 0.3049 0.1030 0.1447 0.0967 0.9955 0.0834 0.8861 0.0893 -#> 89: 99.5538 -4.0347 -2.4494 -4.0213 -0.8695 -0.0494 9.4841 0.0158 0.2897 0.0978 0.1543 0.0918 0.8597 0.0904 0.8959 0.0880 -#> 90: 99.4422 -4.0453 -2.4398 -4.0114 -0.9279 -0.0745 9.8221 0.0150 0.2842 0.0929 0.1466 0.0944 0.9009 0.0871 0.8696 0.0924 -#> 91: 98.8721 -4.0328 -2.4996 -4.0041 -0.8832 -0.0689 9.3310 0.0143 0.2700 0.0896 0.1444 0.1137 0.9567 0.0904 0.8680 0.0891 -#> 92: 99.8390 -4.0418 -2.4914 -4.0182 -0.9279 -0.0460 10.9801 0.0136 0.2585 0.0949 0.1461 0.1210 1.0043 0.0908 0.8310 0.0939 -#> 93: 1.0029e+02 -4.0313e+00 -2.4620e+00 -4.0187e+00 -8.9083e-01 -1.0908e-01 1.0431e+01 1.2890e-02 2.4559e-01 9.5757e-02 1.3878e-01 1.1565e-01 9.9174e-01 9.0056e-02 8.9538e-01 8.8925e-02 -#> 94: 99.3285 -4.0295 -2.4523 -4.0235 -0.8828 -0.1190 10.9003 0.0137 0.2333 0.0915 0.1318 0.1212 1.0729 0.0779 0.9543 0.0907 -#> 95: 99.4117 -4.0422 -2.3807 -4.0870 -0.8960 -0.0889 10.3553 0.0130 0.2216 0.0870 0.1253 0.1366 0.9127 0.0864 0.8901 0.0911 -#> 96: 99.3348 -4.0401 -2.4009 -4.0698 -0.8730 -0.0622 9.8375 0.0123 0.2106 0.0826 0.1241 0.1297 0.8504 0.0836 0.9140 0.0881 -#> 97: 99.4898 -4.0419 -2.4310 -4.0589 -0.8932 -0.0634 9.3456 0.0132 0.2000 0.0785 0.1224 0.1233 0.8770 0.0836 0.8715 0.0837 -#> 98: 99.3750 -4.0704 -2.4353 -4.0616 -0.9333 -0.0846 8.8783 0.0136 0.1900 0.0746 0.1245 0.1171 0.8907 0.0838 0.9066 0.0832 -#> 99: 99.6234 -4.0366 -2.3740 -4.0657 -0.9242 -0.0675 8.4344 0.0129 0.1805 0.0708 0.1182 0.1112 0.8814 0.0808 0.9511 0.0863 -#> 100: 1.0025e+02 -4.0420e+00 -2.3557e+00 -4.0579e+00 -9.5051e-01 -6.3418e-02 8.0319e+00 1.2286e-02 1.7150e-01 6.7291e-02 1.1232e-01 1.0568e-01 8.5851e-01 8.7881e-02 8.9363e-01 8.5897e-02 -#> 101: 1.0041e+02 -4.0461e+00 -2.3840e+00 -4.0384e+00 -9.3752e-01 -7.7594e-02 9.5649e+00 1.1672e-02 1.7509e-01 6.3926e-02 1.2760e-01 1.0039e-01 8.6733e-01 8.2748e-02 9.6277e-01 8.4274e-02 -#> 102: 1.0095e+02 -4.0372e+00 -2.3633e+00 -4.0286e+00 -9.1961e-01 -6.5350e-02 1.1428e+01 1.1088e-02 1.8557e-01 6.0730e-02 1.3211e-01 9.5374e-02 9.3928e-01 8.0161e-02 9.7913e-01 8.4081e-02 -#> 103: 1.0019e+02 -4.0236e+00 -2.4105e+00 -4.0337e+00 -9.1362e-01 -7.3859e-02 1.0856e+01 1.0534e-02 1.7629e-01 5.7693e-02 1.2695e-01 9.1362e-02 9.8491e-01 8.1430e-02 9.7682e-01 8.2250e-02 -#> 104: 99.7755 -4.0280 -2.4452 -4.0197 -0.9112 -0.0810 11.0317 0.0100 0.1796 0.0548 0.1301 0.0868 0.9418 0.0816 0.9170 0.0806 -#> 105: 1.0010e+02 -4.0418e+00 -2.4294e+00 -4.0225e+00 -9.1111e-01 -8.9920e-02 1.0480e+01 9.5070e-03 1.7060e-01 5.2068e-02 1.3987e-01 8.2454e-02 9.1944e-01 7.8110e-02 8.9266e-01 8.7228e-02 -#> 106: 1.0025e+02 -4.0507e+00 -2.4134e+00 -4.0343e+00 -9.0244e-01 -8.4683e-02 1.3506e+01 9.0316e-03 1.6207e-01 4.9465e-02 1.5337e-01 7.8331e-02 9.9609e-01 8.4473e-02 8.7046e-01 8.5479e-02 -#> 107: 1.0014e+02 -4.0468e+00 -2.3972e+00 -4.0196e+00 -9.3650e-01 -2.4087e-02 1.2830e+01 8.5801e-03 1.6027e-01 4.6992e-02 1.5429e-01 8.2493e-02 9.8959e-01 8.2626e-02 8.3427e-01 8.8197e-02 -#> 108: 1.0114e+02 -4.0338e+00 -2.4307e+00 -4.0724e+00 -9.1363e-01 1.1952e-02 1.2189e+01 8.1511e-03 1.5563e-01 4.4854e-02 1.7315e-01 7.8368e-02 9.8589e-01 7.8130e-02 9.0460e-01 8.2870e-02 -#> 109: 1.0066e+02 -4.0550e+00 -2.4094e+00 -4.0641e+00 -9.0945e-01 -1.5401e-03 1.3149e+01 7.7435e-03 1.4785e-01 4.2612e-02 1.7232e-01 7.4450e-02 1.0942e+00 7.4816e-02 9.1706e-01 8.5333e-02 -#> 110: 1.0111e+02 -4.0266e+00 -2.4047e+00 -4.0646e+00 -9.0541e-01 -1.7212e-02 1.2492e+01 7.3563e-03 1.4046e-01 4.0481e-02 1.8132e-01 7.0727e-02 1.0508e+00 7.9457e-02 9.8990e-01 8.2975e-02 -#> 111: 1.0155e+02 -4.0274e+00 -2.3645e+00 -4.0663e+00 -9.4902e-01 -1.8882e-02 1.1867e+01 8.7757e-03 1.4436e-01 3.8457e-02 1.7225e-01 6.7191e-02 1.0217e+00 7.7437e-02 9.9196e-01 8.1580e-02 -#> 112: 1.0209e+02 -4.0230e+00 -2.3938e+00 -4.0375e+00 -9.5447e-01 -5.0888e-02 1.4321e+01 8.3370e-03 1.4863e-01 3.6534e-02 1.6778e-01 8.2186e-02 9.3085e-01 8.3291e-02 9.8775e-01 7.9492e-02 -#> 113: 1.0188e+02 -4.0173e+00 -2.3804e+00 -4.0403e+00 -9.6152e-01 -7.7453e-02 1.3605e+01 7.9201e-03 1.5060e-01 3.4708e-02 1.7341e-01 8.4506e-02 9.0783e-01 8.7383e-02 9.4854e-01 8.2648e-02 -#> 114: 1.0239e+02 -4.0081e+00 -2.3724e+00 -4.0332e+00 -9.4315e-01 -7.4933e-02 1.2925e+01 7.5241e-03 1.4307e-01 3.2972e-02 1.6695e-01 8.0281e-02 9.2775e-01 8.4314e-02 9.6195e-01 7.9448e-02 -#> 115: 1.0199e+02 -4.0127e+00 -2.3773e+00 -4.0472e+00 -9.5157e-01 -2.0947e-02 1.2279e+01 7.4483e-03 1.3592e-01 3.1324e-02 1.6705e-01 7.6267e-02 9.4956e-01 7.6989e-02 1.0340e+00 8.5564e-02 -#> 116: 1.0122e+02 -4.0264e+00 -2.4014e+00 -4.0509e+00 -9.1462e-01 -2.3511e-02 1.1665e+01 7.0759e-03 1.2912e-01 2.9757e-02 1.5870e-01 7.2453e-02 9.3580e-01 8.2952e-02 9.3341e-01 8.3302e-02 -#> 117: 1.0112e+02 -4.0326e+00 -2.4093e+00 -4.0559e+00 -8.9743e-01 -2.0572e-02 1.1082e+01 6.7221e-03 1.2266e-01 2.8269e-02 1.5339e-01 6.8831e-02 9.0879e-01 8.4441e-02 9.1432e-01 8.0538e-02 -#> 118: 1.0123e+02 -4.0411e+00 -2.4077e+00 -4.0556e+00 -9.2971e-01 -2.1885e-02 1.0528e+01 6.3860e-03 1.1653e-01 3.3123e-02 1.6947e-01 6.5389e-02 9.7140e-01 8.6671e-02 8.9874e-01 8.1670e-02 -#> 119: 1.0098e+02 -4.0538e+00 -2.3515e+00 -4.0607e+00 -9.5433e-01 -7.5743e-02 1.0001e+01 6.0667e-03 1.1070e-01 3.1467e-02 1.8338e-01 6.2120e-02 9.1537e-01 8.4827e-02 9.2420e-01 8.2769e-02 -#> 120: 1.0076e+02 -4.0573e+00 -2.3627e+00 -4.0329e+00 -9.3251e-01 -6.7669e-02 9.5011e+00 5.7634e-03 1.0517e-01 3.2868e-02 1.7422e-01 6.6096e-02 9.5247e-01 8.5343e-02 9.4678e-01 8.5335e-02 -#> 121: 1.0085e+02 -4.0450e+00 -2.3478e+00 -4.0692e+00 -9.2333e-01 -9.8005e-03 9.0261e+00 5.4752e-03 9.9911e-02 3.1225e-02 1.6550e-01 7.1593e-02 8.5572e-01 8.8654e-02 1.0248e+00 8.0646e-02 -#> 122: 1.0164e+02 -4.0325e+00 -2.3562e+00 -4.0680e+00 -9.4287e-01 -1.2103e-02 8.5748e+00 5.3493e-03 9.4915e-02 2.9663e-02 1.6347e-01 6.8014e-02 8.4872e-01 8.6803e-02 1.0282e+00 8.0381e-02 -#> 123: 1.0184e+02 -4.0521e+00 -2.3504e+00 -4.0714e+00 -9.5966e-01 -9.1996e-05 8.1460e+00 5.0818e-03 9.8247e-02 3.0007e-02 1.7746e-01 6.4613e-02 9.7181e-01 8.0986e-02 9.8860e-01 8.0317e-02 -#> 124: 1.0235e+02 -4.0674e+00 -2.3315e+00 -4.0874e+00 -9.9802e-01 3.8818e-02 7.7387e+00 4.8277e-03 9.3335e-02 2.8506e-02 1.7611e-01 6.8940e-02 9.7376e-01 7.6658e-02 9.9156e-01 8.4407e-02 -#> 125: 1.0257e+02 -4.0718e+00 -2.3604e+00 -4.0627e+00 -1.0591e+00 2.4685e-02 7.3518e+00 4.5863e-03 8.8668e-02 3.0650e-02 1.8671e-01 6.5493e-02 1.0275e+00 8.2278e-02 1.0896e+00 8.0976e-02 -#> 126: 1.0287e+02 -4.0691e+00 -2.3103e+00 -4.0552e+00 -1.0174e+00 2.1863e-02 7.5644e+00 4.3570e-03 1.0937e-01 2.9117e-02 1.7738e-01 6.2218e-02 9.2668e-01 7.9560e-02 9.5409e-01 8.4671e-02 -#> 127: 1.0327e+02 -4.0528e+00 -2.3141e+00 -4.0522e+00 -1.0108e+00 4.4779e-03 7.1862e+00 4.1392e-03 1.2239e-01 2.7661e-02 1.6925e-01 5.9107e-02 9.1372e-01 7.9536e-02 9.9164e-01 8.2999e-02 -#> 128: 1.0352e+02 -4.0496e+00 -2.2880e+00 -4.0496e+00 -1.0063e+00 -1.3248e-02 7.6721e+00 3.9613e-03 1.1627e-01 2.6278e-02 1.7517e-01 8.0231e-02 8.4407e-01 8.5078e-02 9.4382e-01 8.7530e-02 -#> 129: 1.0345e+02 -4.0715e+00 -2.3090e+00 -4.0400e+00 -1.0276e+00 -1.8301e-02 8.2197e+00 3.7633e-03 1.1046e-01 2.7141e-02 1.9366e-01 7.6220e-02 9.3357e-01 8.2674e-02 9.7064e-01 8.6011e-02 -#> 130: 1.0245e+02 -4.0787e+00 -2.3263e+00 -4.0106e+00 -1.0200e+00 -8.5976e-02 7.8087e+00 4.0830e-03 1.3607e-01 2.6631e-02 2.2700e-01 7.2409e-02 9.8233e-01 7.9348e-02 9.6780e-01 8.2658e-02 -#> 131: 1.0217e+02 -4.0760e+00 -2.2525e+00 -4.0082e+00 -1.0099e+00 -1.6111e-01 7.4183e+00 3.8789e-03 1.3972e-01 2.5299e-02 2.2508e-01 6.8788e-02 1.0066e+00 7.8692e-02 9.4684e-01 8.4349e-02 -#> 132: 1.0185e+02 -4.0792e+00 -2.2309e+00 -3.9996e+00 -9.8302e-01 -2.2504e-01 7.0474e+00 4.0356e-03 1.3743e-01 2.4034e-02 2.1383e-01 7.7346e-02 9.4225e-01 7.9110e-02 9.5160e-01 8.4398e-02 -#> 133: 1.0135e+02 -4.0818e+00 -2.2219e+00 -4.0054e+00 -9.7264e-01 -1.8912e-01 7.1932e+00 3.8338e-03 1.3056e-01 2.2833e-02 2.0314e-01 7.6769e-02 1.0031e+00 8.5400e-02 1.0034e+00 8.4805e-02 -#> 134: 1.0148e+02 -4.0782e+00 -2.2492e+00 -3.9886e+00 -9.5184e-01 -1.5049e-01 6.8336e+00 3.6422e-03 1.2403e-01 2.3398e-02 1.9298e-01 7.2931e-02 9.3696e-01 8.3566e-02 9.4742e-01 8.9137e-02 -#> 135: 1.0145e+02 -4.0852e+00 -2.3062e+00 -4.0011e+00 -9.4444e-01 -1.6803e-01 6.4919e+00 3.4600e-03 1.1783e-01 2.2228e-02 1.8333e-01 6.9284e-02 9.4846e-01 8.3087e-02 9.7774e-01 8.2610e-02 -#> 136: 1.0177e+02 -4.0861e+00 -2.2785e+00 -3.9890e+00 -9.9625e-01 -1.8938e-01 6.1673e+00 3.2870e-03 1.1752e-01 2.1116e-02 1.8815e-01 6.5820e-02 9.3634e-01 8.5255e-02 1.1001e+00 8.5332e-02 -#> 137: 1.0200e+02 -4.0928e+00 -2.1946e+00 -3.9974e+00 -1.0098e+00 -1.8810e-01 5.8589e+00 3.1227e-03 1.2394e-01 2.1203e-02 1.7874e-01 7.2232e-02 1.0048e+00 7.3422e-02 1.0222e+00 8.3484e-02 -#> 138: 1.0214e+02 -4.0820e+00 -2.2052e+00 -3.9737e+00 -1.0420e+00 -2.0594e-01 5.5660e+00 3.8937e-03 1.9164e-01 2.0143e-02 1.6980e-01 6.8621e-02 1.0126e+00 7.6106e-02 1.0780e+00 8.2960e-02 -#> 139: 1.0249e+02 -4.0785e+00 -2.1649e+00 -3.9567e+00 -1.0095e+00 -2.8807e-01 5.2877e+00 3.6990e-03 1.8647e-01 1.9135e-02 1.6131e-01 6.5190e-02 1.0030e+00 7.9858e-02 1.0611e+00 8.4109e-02 -#> 140: 1.0184e+02 -4.0847e+00 -2.1800e+00 -3.9565e+00 -9.9415e-01 -2.8869e-01 5.0233e+00 4.0857e-03 1.9502e-01 1.8179e-02 1.6676e-01 6.2879e-02 9.5962e-01 7.8117e-02 9.9649e-01 8.4914e-02 -#> 141: 1.0195e+02 -4.1012e+00 -2.1831e+00 -3.9488e+00 -9.9515e-01 -3.1864e-01 4.7721e+00 3.8814e-03 1.8527e-01 1.7270e-02 1.6797e-01 6.1084e-02 9.0969e-01 8.2722e-02 1.0122e+00 8.2518e-02 -#> 142: 1.0233e+02 -4.1139e+00 -2.1692e+00 -3.9542e+00 -1.0023e+00 -3.3242e-01 4.5335e+00 3.6873e-03 2.0662e-01 1.6406e-02 1.5957e-01 5.8030e-02 9.4761e-01 8.4629e-02 1.0342e+00 8.3954e-02 -#> 143: 1.0217e+02 -4.1103e+00 -2.1380e+00 -3.9511e+00 -1.0300e+00 -2.5992e-01 5.2035e+00 4.7053e-03 1.9629e-01 1.5586e-02 1.5979e-01 5.5128e-02 8.9255e-01 7.9042e-02 1.0461e+00 8.6952e-02 -#> 144: 1.0185e+02 -4.1335e+00 -2.1911e+00 -3.9650e+00 -1.0440e+00 -2.4451e-01 5.0998e+00 4.4700e-03 1.8648e-01 1.9590e-02 1.5534e-01 5.2372e-02 9.7863e-01 8.3932e-02 1.0197e+00 8.7673e-02 -#> 145: 1.0242e+02 -4.1445e+00 -2.1203e+00 -3.9616e+00 -1.0426e+00 -2.7120e-01 4.8448e+00 4.2465e-03 1.7715e-01 1.8611e-02 1.4757e-01 4.9753e-02 1.0024e+00 8.4131e-02 1.0768e+00 8.5388e-02 -#> 146: 1.0236e+02 -4.1519e+00 -2.1958e+00 -3.9779e+00 -9.8615e-01 -2.5863e-01 4.6026e+00 4.0718e-03 1.6829e-01 1.7680e-02 1.6407e-01 4.7266e-02 1.0740e+00 8.2413e-02 1.0706e+00 8.3410e-02 -#> 147: 1.0251e+02 -4.1465e+00 -2.2042e+00 -3.9775e+00 -1.0317e+00 -2.2757e-01 4.3725e+00 3.8682e-03 1.5988e-01 1.6796e-02 1.7016e-01 4.4902e-02 9.7748e-01 8.3376e-02 1.0880e+00 8.1968e-02 -#> 148: 1.0244e+02 -4.1432e+00 -2.1786e+00 -3.9792e+00 -1.0442e+00 -2.2002e-01 4.9671e+00 3.6748e-03 1.5189e-01 1.5956e-02 2.2196e-01 4.2657e-02 1.0412e+00 7.8051e-02 1.1051e+00 8.1618e-02 -#> 149: 1.0219e+02 -4.1384e+00 -2.2318e+00 -3.9757e+00 -1.0438e+00 -2.4124e-01 4.7187e+00 3.4910e-03 1.4429e-01 1.6061e-02 2.1086e-01 4.0524e-02 1.0082e+00 8.0377e-02 1.1455e+00 8.0545e-02 -#> 150: 1.0264e+02 -4.1498e+00 -2.2352e+00 -3.9915e+00 -1.0669e+00 -2.1255e-01 4.4828e+00 3.3165e-03 1.3708e-01 1.7218e-02 2.0032e-01 3.8498e-02 9.5031e-01 8.7248e-02 9.8770e-01 8.3250e-02 -#> 151: 1.0250e+02 -4.1365e+00 -2.1876e+00 -3.9939e+00 -1.0568e+00 -1.8159e-01 4.2587e+00 3.1507e-03 1.3022e-01 1.7383e-02 1.9030e-01 3.6573e-02 9.6938e-01 8.0203e-02 1.0578e+00 8.3430e-02 -#> 152: 1.0256e+02 -4.1370e+00 -2.2238e+00 -4.0047e+00 -1.0406e+00 -1.8764e-01 1.9609e+00 1.4191e-03 1.1882e-01 1.7924e-02 1.6889e-01 4.1216e-02 9.1972e-01 7.8573e-02 1.0717e+00 8.0882e-02 -#> 153: 1.0219e+02 -4.1299e+00 -2.2139e+00 -3.9917e+00 -9.9964e-01 -2.0505e-01 1.8258e+00 1.0432e-03 8.4660e-02 2.1446e-02 1.7634e-01 3.5573e-02 9.3702e-01 8.4860e-02 1.0145e+00 8.3329e-02 -#> 154: 1.0199e+02 -4.1354e+00 -2.2231e+00 -3.9779e+00 -1.0155e+00 -2.2573e-01 2.6463e+00 5.8153e-04 8.8101e-02 2.3167e-02 1.6103e-01 3.3874e-02 9.5360e-01 8.6215e-02 9.5723e-01 8.4603e-02 -#> 155: 1.0234e+02 -4.1239e+00 -2.2137e+00 -3.9802e+00 -1.0070e+00 -2.3158e-01 2.9697e+00 6.6709e-04 1.1190e-01 2.0949e-02 1.8298e-01 3.1557e-02 9.2910e-01 8.2509e-02 9.8680e-01 8.5206e-02 -#> 156: 1.0253e+02 -4.1269e+00 -2.2370e+00 -3.9682e+00 -1.0420e+00 -2.1219e-01 2.7267e+00 6.8451e-04 8.9651e-02 2.4380e-02 1.6613e-01 3.4846e-02 9.3608e-01 8.7506e-02 9.0446e-01 8.1755e-02 -#> 157: 1.0265e+02 -4.1241e+00 -2.2179e+00 -3.9676e+00 -1.0308e+00 -2.2480e-01 2.1278e+00 4.9811e-04 6.7161e-02 1.9758e-02 1.5607e-01 4.4198e-02 9.4162e-01 8.7311e-02 9.9147e-01 7.9857e-02 -#> 158: 1.0239e+02 -4.1219e+00 -2.1615e+00 -3.9781e+00 -1.0384e+00 -2.6750e-01 2.5310e+00 4.8270e-04 6.5662e-02 1.8085e-02 1.7665e-01 4.4020e-02 8.8632e-01 8.6004e-02 1.0425e+00 8.2894e-02 -#> 159: 1.0270e+02 -4.1204e+00 -2.1837e+00 -3.9530e+00 -1.0587e+00 -2.5809e-01 3.4348e+00 5.6788e-04 6.5500e-02 1.9540e-02 1.8629e-01 4.0730e-02 9.5079e-01 8.2399e-02 9.9316e-01 8.3381e-02 -#> 160: 1.0282e+02 -4.1223e+00 -2.1325e+00 -3.9734e+00 -1.0068e+00 -2.8751e-01 3.9652e+00 7.6565e-04 8.5246e-02 1.7068e-02 1.7587e-01 3.0778e-02 9.1802e-01 8.0158e-02 9.9642e-01 8.1564e-02 -#> 161: 1.0330e+02 -4.1180e+00 -2.1879e+00 -3.9743e+00 -1.0268e+00 -2.8812e-01 4.9153e+00 5.8033e-04 8.0457e-02 1.8555e-02 1.7312e-01 3.3941e-02 8.6920e-01 8.2509e-02 9.5632e-01 8.1798e-02 -#> 162: 1.0335e+02 -4.1182e+00 -2.2089e+00 -3.9566e+00 -1.0409e+00 -2.7390e-01 3.6169e+00 2.8392e-04 1.0776e-01 1.9589e-02 1.6479e-01 2.8481e-02 8.8603e-01 8.7799e-02 9.5197e-01 7.9563e-02 -#> 163: 1.0294e+02 -4.1181e+00 -2.2025e+00 -3.9462e+00 -9.9783e-01 -3.0753e-01 3.7234e+00 1.6293e-04 9.6922e-02 2.4842e-02 1.9367e-01 3.1473e-02 9.0380e-01 9.1697e-02 9.4394e-01 8.2786e-02 -#> 164: 1.0246e+02 -4.1155e+00 -2.2157e+00 -3.9736e+00 -9.9866e-01 -2.9356e-01 3.9439e+00 1.9405e-04 1.0404e-01 2.8435e-02 1.9043e-01 3.1239e-02 8.9853e-01 8.9427e-02 9.2586e-01 8.3170e-02 -#> 165: 1.0204e+02 -4.1117e+00 -2.2133e+00 -3.9674e+00 -1.0079e+00 -2.6996e-01 3.0774e+00 1.6591e-04 7.0005e-02 2.8285e-02 2.0813e-01 2.4574e-02 8.9719e-01 9.1629e-02 9.8242e-01 8.3692e-02 -#> 166: 1.0207e+02 -4.1164e+00 -2.2192e+00 -3.9893e+00 -1.0354e+00 -2.7396e-01 1.8145e+00 8.4168e-05 9.0739e-02 2.7410e-02 2.1403e-01 2.4311e-02 8.9386e-01 9.2727e-02 9.4636e-01 8.4238e-02 -#> 167: 1.0187e+02 -4.1149e+00 -2.2185e+00 -3.9708e+00 -1.0036e+00 -2.5751e-01 1.5355e+00 4.0974e-05 9.9346e-02 2.2030e-02 2.1916e-01 2.6726e-02 9.1055e-01 8.1030e-02 1.0098e+00 7.9180e-02 -#> 168: 1.0172e+02 -4.1167e+00 -2.2673e+00 -3.9702e+00 -9.8388e-01 -2.1404e-01 1.4836e+00 2.7779e-05 7.7509e-02 2.9513e-02 1.9543e-01 3.4526e-02 1.0152e+00 8.1248e-02 9.7482e-01 8.0746e-02 -#> 169: 1.0175e+02 -4.1171e+00 -2.2634e+00 -3.9701e+00 -9.5962e-01 -2.4130e-01 1.4263e+00 4.7370e-05 5.0986e-02 2.8211e-02 2.2554e-01 3.9909e-02 9.8519e-01 7.8842e-02 1.0023e+00 8.5684e-02 -#> 170: 1.0177e+02 -4.1189e+00 -2.2417e+00 -3.9834e+00 -1.0059e+00 -2.6551e-01 9.9010e-01 3.7247e-05 4.2517e-02 2.9791e-02 1.8705e-01 4.2435e-02 9.6604e-01 8.8427e-02 9.6699e-01 8.3986e-02 -#> 171: 1.0182e+02 -4.1187e+00 -2.2464e+00 -3.9953e+00 -9.8154e-01 -2.5146e-01 7.4179e-01 3.2420e-05 5.0690e-02 3.0483e-02 1.7888e-01 6.3177e-02 9.2784e-01 8.4814e-02 1.0018e+00 8.4070e-02 -#> 172: 1.0184e+02 -4.1178e+00 -2.2483e+00 -4.0009e+00 -1.0096e+00 -2.2636e-01 9.6710e-01 2.6981e-05 3.1321e-02 2.7772e-02 1.9767e-01 7.4969e-02 9.9720e-01 8.1434e-02 9.5483e-01 8.3419e-02 -#> 173: 1.0160e+02 -4.1183e+00 -2.2513e+00 -3.9920e+00 -9.8456e-01 -2.0144e-01 4.9964e-01 2.1222e-05 4.1909e-02 2.8101e-02 2.1163e-01 1.2811e-01 9.6384e-01 8.0352e-02 9.2496e-01 8.2328e-02 -#> 174: 1.0159e+02 -4.1179e+00 -2.2334e+00 -4.0068e+00 -1.0316e+00 -2.0656e-01 4.6608e-01 1.8044e-05 4.4647e-02 2.8273e-02 2.0083e-01 1.2780e-01 9.4612e-01 8.3630e-02 8.9385e-01 8.3930e-02 -#> 175: 1.0159e+02 -4.1182e+00 -2.2567e+00 -3.9972e+00 -1.0299e+00 -1.6534e-01 4.5228e-01 2.0060e-05 8.5751e-02 2.5343e-02 1.7864e-01 8.6977e-02 9.5795e-01 7.8867e-02 8.9213e-01 8.4362e-02 -#> 176: 1.0159e+02 -4.1183e+00 -2.2109e+00 -3.9983e+00 -1.0210e+00 -2.0879e-01 5.3694e-01 2.0264e-05 1.2835e-01 2.5563e-02 1.9469e-01 6.0808e-02 9.1537e-01 7.8520e-02 9.3355e-01 8.3608e-02 -#> 177: 1.0155e+02 -4.1193e+00 -2.2587e+00 -3.9825e+00 -1.0180e+00 -1.6859e-01 4.4935e-01 3.0321e-05 1.3509e-01 2.4979e-02 2.0113e-01 6.3617e-02 9.7277e-01 7.8515e-02 9.2667e-01 8.5309e-02 -#> 178: 1.0158e+02 -4.1196e+00 -2.2679e+00 -4.0231e+00 -1.0143e+00 -1.6084e-01 6.7629e-01 3.2855e-05 6.8816e-02 2.7808e-02 1.8944e-01 8.1814e-02 8.8319e-01 8.0114e-02 9.5183e-01 8.2195e-02 -#> 179: 1.0166e+02 -4.1190e+00 -2.2764e+00 -3.9875e+00 -1.0061e+00 -1.8260e-01 7.1129e-01 3.8250e-05 7.5489e-02 2.4148e-02 1.8082e-01 7.1172e-02 9.1387e-01 8.0813e-02 9.6660e-01 8.2457e-02 -#> 180: 1.0179e+02 -4.1202e+00 -2.2848e+00 -3.9974e+00 -9.9825e-01 -2.0277e-01 5.5755e-01 2.8041e-05 8.6779e-02 2.7193e-02 1.8826e-01 6.5133e-02 8.8812e-01 8.2655e-02 9.2100e-01 7.9919e-02 -#> 181: 1.0176e+02 -4.1200e+00 -2.2704e+00 -3.9954e+00 -1.0194e+00 -1.6896e-01 4.3842e-01 2.2428e-05 7.4093e-02 3.0526e-02 2.3473e-01 1.0537e-01 9.2303e-01 8.2141e-02 9.2941e-01 8.4699e-02 -#> 182: 1.0182e+02 -4.1211e+00 -2.3159e+00 -4.0259e+00 -1.0162e+00 -1.2876e-01 3.4993e-01 1.5716e-05 5.9887e-02 2.6422e-02 2.1757e-01 1.0488e-01 9.1725e-01 9.4143e-02 9.7674e-01 8.8668e-02 -#> 183: 1.0184e+02 -4.1216e+00 -2.2985e+00 -4.0278e+00 -1.0136e+00 -1.3154e-01 2.6456e-01 1.2552e-05 5.7149e-02 3.2712e-02 2.0632e-01 1.5501e-01 9.2464e-01 8.5394e-02 8.8699e-01 8.4279e-02 -#> 184: 1.0172e+02 -4.1212e+00 -2.2726e+00 -4.0189e+00 -1.0280e+00 -1.2967e-01 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-4.1205e+00 -2.3141e+00 -4.0728e+00 -1.0010e+00 -2.5675e-03 6.5235e-02 6.9762e-07 5.8458e-02 2.8504e-02 2.0377e-01 4.9513e-02 8.5640e-01 8.6640e-02 9.5731e-01 8.4390e-02 -#> 201: 1.0195e+02 -4.1205e+00 -2.3106e+00 -4.0774e+00 -9.9012e-01 5.1724e-03 5.1225e-02 5.4222e-07 6.0577e-02 3.3554e-02 2.0505e-01 4.4738e-02 8.8073e-01 8.5488e-02 9.6928e-01 8.4895e-02 -#> 202: 1.0194e+02 -4.1205e+00 -2.3078e+00 -4.0767e+00 -9.9283e-01 3.9328e-03 4.5461e-02 4.8520e-07 6.7405e-02 3.4599e-02 2.1312e-01 4.6664e-02 9.0528e-01 8.4189e-02 9.8043e-01 8.5266e-02 -#> 203: 1.0193e+02 -4.1205e+00 -2.3029e+00 -4.0790e+00 -9.8990e-01 -9.1380e-03 4.7128e-02 5.0468e-07 6.8524e-02 3.6050e-02 2.1378e-01 5.1774e-02 9.0923e-01 8.4899e-02 9.8928e-01 8.4613e-02 -#> 204: 1.0192e+02 -4.1205e+00 -2.3080e+00 -4.0760e+00 -9.8833e-01 -1.2434e-02 4.8184e-02 4.9472e-07 6.4152e-02 3.5604e-02 2.0954e-01 5.1354e-02 9.1294e-01 8.5219e-02 9.8301e-01 8.4374e-02 -#> 205: 1.0192e+02 -4.1205e+00 -2.3100e+00 -4.0712e+00 -9.9253e-01 -2.3365e-02 4.5888e-02 5.0564e-07 5.9894e-02 3.5053e-02 2.0322e-01 5.4423e-02 9.0925e-01 8.5899e-02 9.8418e-01 8.3421e-02 -#> 206: 1.0192e+02 -4.1205e+00 -2.3095e+00 -4.0715e+00 -9.9721e-01 -2.6262e-02 4.3985e-02 5.1954e-07 5.8681e-02 3.4539e-02 2.0202e-01 5.8248e-02 9.1301e-01 8.5459e-02 9.8621e-01 8.3465e-02 -#> 207: 1.0192e+02 -4.1205e+00 -2.3179e+00 -4.0731e+00 -9.9906e-01 -2.3191e-02 4.3649e-02 5.3824e-07 5.7537e-02 3.4790e-02 2.0220e-01 6.0242e-02 9.1783e-01 8.5307e-02 9.8436e-01 8.3111e-02 -#> 208: 1.0191e+02 -4.1205e+00 -2.3238e+00 -4.0734e+00 -9.9920e-01 -1.9434e-02 4.3223e-02 5.3831e-07 5.7908e-02 3.4909e-02 2.0126e-01 6.0353e-02 9.2010e-01 8.5244e-02 9.8002e-01 8.2975e-02 -#> 209: 1.0191e+02 -4.1205e+00 -2.3279e+00 -4.0726e+00 -1.0053e+00 -1.5390e-02 4.1064e-02 5.3171e-07 5.8749e-02 3.4510e-02 1.9942e-01 6.3063e-02 9.3192e-01 8.4436e-02 9.8298e-01 8.3187e-02 -#> 210: 1.0191e+02 -4.1205e+00 -2.3310e+00 -4.0705e+00 -1.0061e+00 -1.3507e-02 3.8265e-02 5.2762e-07 5.9344e-02 3.3374e-02 1.9612e-01 6.7006e-02 9.3199e-01 8.4573e-02 9.8382e-01 8.3227e-02 -#> 211: 1.0191e+02 -4.1205e+00 -2.3383e+00 -4.0683e+00 -1.0043e+00 -1.3973e-02 3.6076e-02 5.2584e-07 6.1568e-02 3.2369e-02 1.9504e-01 6.9982e-02 9.4179e-01 8.4625e-02 9.9145e-01 8.3067e-02 -#> 212: 1.0192e+02 -4.1204e+00 -2.3396e+00 -4.0662e+00 -1.0055e+00 -1.8011e-02 3.4746e-02 5.4375e-07 6.2747e-02 3.1588e-02 1.9405e-01 7.2360e-02 9.4525e-01 8.4466e-02 9.9581e-01 8.2952e-02 -#> 213: 1.0192e+02 -4.1204e+00 -2.3407e+00 -4.0649e+00 -1.0066e+00 -2.1077e-02 3.4708e-02 5.5843e-07 6.1940e-02 3.0715e-02 1.9382e-01 7.4602e-02 9.4611e-01 8.4322e-02 9.9397e-01 8.2717e-02 -#> 214: 1.0192e+02 -4.1204e+00 -2.3392e+00 -4.0648e+00 -1.0076e+00 -2.3417e-02 3.4282e-02 5.8157e-07 6.1893e-02 3.0158e-02 1.9322e-01 7.8942e-02 9.5250e-01 8.3922e-02 9.9723e-01 8.2793e-02 -#> 215: 1.0192e+02 -4.1204e+00 -2.3410e+00 -4.0645e+00 -1.0087e+00 -2.1950e-02 3.5820e-02 6.0691e-07 6.2032e-02 2.9890e-02 1.9172e-01 8.3774e-02 9.5617e-01 8.3280e-02 1.0003e+00 8.2881e-02 -#> 216: 1.0192e+02 -4.1203e+00 -2.3425e+00 -4.0628e+00 -1.0069e+00 -2.4268e-02 3.7597e-02 6.4187e-07 6.1733e-02 2.9353e-02 1.9092e-01 8.8150e-02 9.5834e-01 8.3091e-02 1.0027e+00 8.2753e-02 -#> 217: 1.0192e+02 -4.1203e+00 -2.3439e+00 -4.0613e+00 -1.0064e+00 -2.4197e-02 3.9291e-02 6.5775e-07 6.2318e-02 2.8903e-02 1.8958e-01 9.0470e-02 9.5766e-01 8.3234e-02 1.0020e+00 8.2707e-02 -#> 218: 1.0191e+02 -4.1203e+00 -2.3441e+00 -4.0619e+00 -1.0065e+00 -2.2460e-02 4.0043e-02 6.4921e-07 6.2280e-02 2.8349e-02 1.8800e-01 9.4476e-02 9.5499e-01 8.3416e-02 1.0036e+00 8.2628e-02 -#> 219: 1.0191e+02 -4.1203e+00 -2.3437e+00 -4.0624e+00 -1.0066e+00 -1.9698e-02 3.9735e-02 6.3365e-07 6.2264e-02 2.7720e-02 1.8768e-01 9.7275e-02 9.4994e-01 8.3350e-02 1.0047e+00 8.2572e-02 -#> 220: 1.0191e+02 -4.1203e+00 -2.3447e+00 -4.0630e+00 -1.0070e+00 -1.5871e-02 4.0198e-02 6.3507e-07 6.1981e-02 2.7259e-02 1.8786e-01 9.9168e-02 9.4781e-01 8.3355e-02 1.0046e+00 8.2752e-02 -#> 221: 1.0191e+02 -4.1203e+00 -2.3459e+00 -4.0638e+00 -1.0069e+00 -1.4298e-02 4.0161e-02 6.2865e-07 6.2113e-02 2.7201e-02 1.8810e-01 1.0163e-01 9.4863e-01 8.3154e-02 1.0042e+00 8.2670e-02 -#> 222: 1.0191e+02 -4.1203e+00 -2.3472e+00 -4.0646e+00 -1.0064e+00 -1.0921e-02 4.0310e-02 6.2450e-07 6.2436e-02 2.6979e-02 1.8736e-01 1.0306e-01 9.4914e-01 8.3081e-02 1.0050e+00 8.2757e-02 -#> 223: 1.0191e+02 -4.1203e+00 -2.3478e+00 -4.0650e+00 -1.0063e+00 -1.1053e-02 3.9741e-02 6.1973e-07 6.2918e-02 2.6636e-02 1.8806e-01 1.0506e-01 9.4996e-01 8.2927e-02 1.0054e+00 8.2579e-02 -#> 224: 1.0191e+02 -4.1203e+00 -2.3478e+00 -4.0653e+00 -1.0061e+00 -1.0324e-02 3.9480e-02 6.1421e-07 6.4180e-02 2.6403e-02 1.8833e-01 1.0733e-01 9.4750e-01 8.2697e-02 1.0033e+00 8.2517e-02 -#> 225: 1.0191e+02 -4.1203e+00 -2.3479e+00 -4.0654e+00 -1.0060e+00 -1.0650e-02 3.9188e-02 6.0959e-07 6.3862e-02 2.6122e-02 1.8815e-01 1.0786e-01 9.4504e-01 8.2833e-02 1.0002e+00 8.2398e-02 -#> 226: 1.0192e+02 -4.1204e+00 -2.3469e+00 -4.0657e+00 -1.0052e+00 -1.0205e-02 3.9129e-02 6.0577e-07 6.4045e-02 2.5875e-02 1.8762e-01 1.0921e-01 9.4663e-01 8.2599e-02 9.9857e-01 8.2472e-02 -#> 227: 1.0192e+02 -4.1203e+00 -2.3467e+00 -4.0658e+00 -1.0053e+00 -1.0189e-02 3.8797e-02 6.0837e-07 6.5125e-02 2.5679e-02 1.8721e-01 1.1060e-01 9.4729e-01 8.2470e-02 9.9802e-01 8.2753e-02 -#> 228: 1.0192e+02 -4.1204e+00 -2.3469e+00 -4.0657e+00 -1.0054e+00 -1.0575e-02 3.8741e-02 6.0738e-07 6.5467e-02 2.5448e-02 1.8548e-01 1.1134e-01 9.4840e-01 8.2580e-02 9.9829e-01 8.2888e-02 -#> 229: 1.0192e+02 -4.1204e+00 -2.3479e+00 -4.0650e+00 -1.0056e+00 -1.1215e-02 3.9360e-02 6.0182e-07 6.4817e-02 2.5237e-02 1.8448e-01 1.1090e-01 9.5039e-01 8.2625e-02 9.9900e-01 8.2896e-02 -#> 230: 1.0192e+02 -4.1204e+00 -2.3482e+00 -4.0652e+00 -1.0060e+00 -9.9775e-03 3.9501e-02 5.9385e-07 6.4132e-02 2.5093e-02 1.8510e-01 1.1122e-01 9.4938e-01 8.2763e-02 9.9961e-01 8.2886e-02 -#> 231: 1.0192e+02 -4.1204e+00 -2.3479e+00 -4.0654e+00 -1.0070e+00 -8.9509e-03 3.9907e-02 5.9290e-07 6.3744e-02 2.4829e-02 1.8560e-01 1.1062e-01 9.4790e-01 8.2872e-02 1.0022e+00 8.2955e-02 -#> 232: 1.0192e+02 -4.1204e+00 -2.3484e+00 -4.0657e+00 -1.0081e+00 -6.9066e-03 4.0738e-02 5.7862e-07 6.3242e-02 2.4729e-02 1.8626e-01 1.0975e-01 9.4866e-01 8.2846e-02 1.0036e+00 8.3065e-02 -#> 233: 1.0191e+02 -4.1204e+00 -2.3487e+00 -4.0660e+00 -1.0080e+00 -5.1163e-03 4.0708e-02 5.7326e-07 6.2392e-02 2.4475e-02 1.8701e-01 1.0932e-01 9.4816e-01 8.2933e-02 1.0059e+00 8.3155e-02 -#> 234: 1.0191e+02 -4.1204e+00 -2.3500e+00 -4.0660e+00 -1.0077e+00 -4.0637e-03 4.1065e-02 5.6885e-07 6.1938e-02 2.4418e-02 1.8673e-01 1.0923e-01 9.5001e-01 8.3005e-02 1.0080e+00 8.3207e-02 -#> 235: 1.0191e+02 -4.1204e+00 -2.3526e+00 -4.0653e+00 -1.0074e+00 -3.6541e-03 4.1151e-02 5.6498e-07 6.2228e-02 2.4447e-02 1.8667e-01 1.0995e-01 9.5059e-01 8.3101e-02 1.0055e+00 8.3101e-02 -#> 236: 1.0191e+02 -4.1204e+00 -2.3540e+00 -4.0648e+00 -1.0078e+00 -4.0127e-03 4.0966e-02 5.7047e-07 6.1779e-02 2.4457e-02 1.8777e-01 1.0971e-01 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-1.0081e+00 6.1314e-03 3.8249e-02 5.4752e-07 6.5440e-02 2.3455e-02 1.8584e-01 1.0706e-01 9.4795e-01 8.3330e-02 1.0025e+00 8.2710e-02 -#> 248: 1.0189e+02 -4.1204e+00 -2.3617e+00 -4.0662e+00 -1.0084e+00 8.1978e-03 3.8017e-02 5.4713e-07 6.5853e-02 2.3439e-02 1.8637e-01 1.0634e-01 9.4748e-01 8.3377e-02 1.0016e+00 8.2677e-02 -#> 249: 1.0189e+02 -4.1204e+00 -2.3633e+00 -4.0667e+00 -1.0085e+00 9.8011e-03 3.7934e-02 5.5069e-07 6.6442e-02 2.3533e-02 1.8652e-01 1.0606e-01 9.4761e-01 8.3449e-02 1.0009e+00 8.2712e-02 -#> 250: 1.0189e+02 -4.1204e+00 -2.3644e+00 -4.0668e+00 -1.0087e+00 1.0992e-02 3.8199e-02 5.5486e-07 6.6746e-02 2.3638e-02 1.8739e-01 1.0611e-01 9.4838e-01 8.3442e-02 9.9958e-01 8.2692e-02 -#> 251: 1.0189e+02 -4.1204e+00 -2.3644e+00 -4.0671e+00 -1.0097e+00 1.2215e-02 3.8648e-02 5.5448e-07 6.6916e-02 2.3592e-02 1.8753e-01 1.0607e-01 9.4773e-01 8.3511e-02 9.9919e-01 8.2701e-02 -#> 252: 1.0189e+02 -4.1204e+00 -2.3645e+00 -4.0671e+00 -1.0100e+00 1.2881e-02 3.8792e-02 5.5615e-07 6.7323e-02 2.3559e-02 1.8811e-01 1.0641e-01 9.4665e-01 8.3575e-02 9.9809e-01 8.2743e-02 -#> 253: 1.0189e+02 -4.1204e+00 -2.3646e+00 -4.0675e+00 -1.0100e+00 1.3605e-02 3.9013e-02 5.5568e-07 6.7625e-02 2.3432e-02 1.8825e-01 1.0688e-01 9.4424e-01 8.3598e-02 9.9825e-01 8.2702e-02 -#> 254: 1.0189e+02 -4.1204e+00 -2.3642e+00 -4.0677e+00 -1.0101e+00 1.3119e-02 3.8838e-02 5.5231e-07 6.7802e-02 2.3429e-02 1.8849e-01 1.0680e-01 9.4281e-01 8.3706e-02 9.9829e-01 8.2631e-02 -#> 255: 1.0189e+02 -4.1204e+00 -2.3627e+00 -4.0679e+00 -1.0104e+00 1.2490e-02 3.8574e-02 5.4955e-07 6.8395e-02 2.3368e-02 1.8890e-01 1.0661e-01 9.4101e-01 8.3756e-02 9.9798e-01 8.2674e-02 -#> 256: 1.0189e+02 -4.1204e+00 -2.3615e+00 -4.0677e+00 -1.0102e+00 1.1525e-02 3.8502e-02 5.4764e-07 6.8824e-02 2.3405e-02 1.8912e-01 1.0649e-01 9.4109e-01 8.3709e-02 9.9811e-01 8.2698e-02 -#> 257: 1.0189e+02 -4.1204e+00 -2.3604e+00 -4.0673e+00 -1.0104e+00 1.0381e-02 3.8286e-02 5.4694e-07 6.9020e-02 2.3338e-02 1.8925e-01 1.0614e-01 9.4075e-01 8.3695e-02 9.9738e-01 8.2689e-02 -#> 258: 1.0189e+02 -4.1204e+00 -2.3591e+00 -4.0670e+00 -1.0103e+00 8.9559e-03 3.7972e-02 5.4665e-07 6.9077e-02 2.3267e-02 1.8919e-01 1.0590e-01 9.4089e-01 8.3618e-02 9.9742e-01 8.2681e-02 -#> 259: 1.0189e+02 -4.1204e+00 -2.3585e+00 -4.0669e+00 -1.0099e+00 8.6011e-03 3.7874e-02 5.4788e-07 6.9455e-02 2.3264e-02 1.8885e-01 1.0519e-01 9.3952e-01 8.3583e-02 9.9610e-01 8.2650e-02 -#> 260: 1.0189e+02 -4.1204e+00 -2.3584e+00 -4.0666e+00 -1.0098e+00 8.0471e-03 3.7771e-02 5.5294e-07 7.0269e-02 2.3292e-02 1.8877e-01 1.0442e-01 9.3898e-01 8.3519e-02 9.9504e-01 8.2641e-02 -#> 261: 1.0189e+02 -4.1204e+00 -2.3583e+00 -4.0664e+00 -1.0100e+00 7.9344e-03 3.7597e-02 5.5650e-07 7.1087e-02 2.3370e-02 1.8867e-01 1.0399e-01 9.3810e-01 8.3488e-02 9.9419e-01 8.2673e-02 -#> 262: 1.0189e+02 -4.1204e+00 -2.3575e+00 -4.0662e+00 -1.0106e+00 7.2123e-03 3.7203e-02 5.5375e-07 7.1794e-02 2.3393e-02 1.8855e-01 1.0356e-01 9.3773e-01 8.3458e-02 9.9406e-01 8.2739e-02 -#> 263: 1.0189e+02 -4.1204e+00 -2.3564e+00 -4.0659e+00 -1.0112e+00 6.6044e-03 3.6977e-02 5.5306e-07 7.2290e-02 2.3475e-02 1.8847e-01 1.0316e-01 9.3744e-01 8.3383e-02 9.9341e-01 8.2818e-02 -#> 264: 1.0189e+02 -4.1204e+00 -2.3549e+00 -4.0657e+00 -1.0118e+00 6.0119e-03 3.6749e-02 5.5152e-07 7.2896e-02 2.3530e-02 1.8849e-01 1.0277e-01 9.3658e-01 8.3443e-02 9.9248e-01 8.2877e-02 -#> 265: 1.0189e+02 -4.1204e+00 -2.3545e+00 -4.0655e+00 -1.0121e+00 5.6547e-03 3.6562e-02 5.4816e-07 7.3238e-02 2.3560e-02 1.8863e-01 1.0269e-01 9.3597e-01 8.3434e-02 9.9139e-01 8.2879e-02 -#> 266: 1.0189e+02 -4.1204e+00 -2.3545e+00 -4.0651e+00 -1.0121e+00 5.0995e-03 3.6357e-02 5.4458e-07 7.3522e-02 2.3561e-02 1.8883e-01 1.0270e-01 9.3607e-01 8.3407e-02 9.9133e-01 8.2857e-02 -#> 267: 1.0189e+02 -4.1204e+00 -2.3541e+00 -4.0648e+00 -1.0122e+00 4.0105e-03 3.6306e-02 5.4160e-07 7.3833e-02 2.3499e-02 1.8889e-01 1.0317e-01 9.3624e-01 8.3359e-02 9.9151e-01 8.2865e-02 -#> 268: 1.0189e+02 -4.1204e+00 -2.3530e+00 -4.0646e+00 -1.0122e+00 3.0925e-03 3.6248e-02 5.3845e-07 7.4663e-02 2.3413e-02 1.8895e-01 1.0371e-01 9.3624e-01 8.3277e-02 9.9210e-01 8.2909e-02 -#> 269: 1.0189e+02 -4.1204e+00 -2.3518e+00 -4.0643e+00 -1.0123e+00 2.0507e-03 3.6181e-02 5.3602e-07 7.5442e-02 2.3291e-02 1.8886e-01 1.0397e-01 9.3581e-01 8.3260e-02 9.9238e-01 8.2898e-02 -#> 270: 1.0189e+02 -4.1204e+00 -2.3513e+00 -4.0640e+00 -1.0127e+00 1.3309e-03 3.5900e-02 5.3234e-07 7.6677e-02 2.3220e-02 1.8860e-01 1.0367e-01 9.3573e-01 8.3250e-02 9.9169e-01 8.2904e-02 -#> 271: 1.0189e+02 -4.1204e+00 -2.3514e+00 -4.0637e+00 -1.0129e+00 1.1237e-03 3.5608e-02 5.3092e-07 7.7065e-02 2.3102e-02 1.8826e-01 1.0384e-01 9.3645e-01 8.3228e-02 9.9173e-01 8.2896e-02 -#> 272: 1.0189e+02 -4.1204e+00 -2.3510e+00 -4.0639e+00 -1.0134e+00 9.7855e-04 3.5328e-02 5.3100e-07 7.7173e-02 2.3014e-02 1.8817e-01 1.0367e-01 9.3538e-01 8.3266e-02 9.9139e-01 8.2943e-02 -#> 273: 1.0189e+02 -4.1204e+00 -2.3501e+00 -4.0643e+00 -1.0133e+00 1.1275e-03 3.5187e-02 5.3298e-07 7.7467e-02 2.2923e-02 1.8793e-01 1.0344e-01 9.3474e-01 8.3194e-02 9.9249e-01 8.2973e-02 -#> 274: 1.0189e+02 -4.1204e+00 -2.3498e+00 -4.0643e+00 -1.0134e+00 1.4524e-03 3.4996e-02 5.3407e-07 7.7929e-02 2.2819e-02 1.8837e-01 1.0316e-01 9.3399e-01 8.3168e-02 9.9307e-01 8.2981e-02 -#> 275: 1.0189e+02 -4.1204e+00 -2.3500e+00 -4.0641e+00 -1.0136e+00 1.3605e-03 3.4786e-02 5.3269e-07 7.8177e-02 2.2747e-02 1.8855e-01 1.0305e-01 9.3319e-01 8.3205e-02 9.9277e-01 8.2938e-02 -#> 276: 1.0189e+02 -4.1204e+00 -2.3504e+00 -4.0641e+00 -1.0136e+00 1.5273e-03 3.4581e-02 5.3172e-07 7.8495e-02 2.2764e-02 1.8824e-01 1.0297e-01 9.3267e-01 8.3223e-02 9.9204e-01 8.2884e-02 -#> 277: 1.0189e+02 -4.1204e+00 -2.3506e+00 -4.0643e+00 -1.0133e+00 1.2961e-03 3.4373e-02 5.2917e-07 7.8721e-02 2.2791e-02 1.8801e-01 1.0288e-01 9.3253e-01 8.3185e-02 9.9192e-01 8.2854e-02 -#> 278: 1.0189e+02 -4.1204e+00 -2.3508e+00 -4.0643e+00 -1.0129e+00 1.1750e-03 3.4396e-02 5.2693e-07 7.8999e-02 2.2787e-02 1.8793e-01 1.0278e-01 9.3279e-01 8.3113e-02 9.9144e-01 8.2856e-02 -#> 279: 1.0189e+02 -4.1204e+00 -2.3507e+00 -4.0642e+00 -1.0126e+00 1.2755e-03 3.4381e-02 5.2405e-07 7.9351e-02 2.2804e-02 1.8779e-01 1.0255e-01 9.3319e-01 8.3049e-02 9.9099e-01 8.2875e-02 -#> 280: 1.0189e+02 -4.1204e+00 -2.3507e+00 -4.0641e+00 -1.0127e+00 6.3408e-04 3.4519e-02 5.2180e-07 7.9825e-02 2.2801e-02 1.8775e-01 1.0292e-01 9.3349e-01 8.2970e-02 9.9076e-01 8.2918e-02 -#> 281: 1.0189e+02 -4.1204e+00 -2.3508e+00 -4.0639e+00 -1.0124e+00 6.2438e-04 3.4782e-02 5.1859e-07 8.0328e-02 2.2816e-02 1.8757e-01 1.0299e-01 9.3299e-01 8.3025e-02 9.9050e-01 8.2897e-02 -#> 282: 1.0189e+02 -4.1205e+00 -2.3511e+00 -4.0641e+00 -1.0122e+00 1.1770e-03 3.4754e-02 5.1798e-07 8.0649e-02 2.2836e-02 1.8766e-01 1.0297e-01 9.3351e-01 8.2989e-02 9.9171e-01 8.2893e-02 -#> 283: 1.0189e+02 -4.1205e+00 -2.3519e+00 -4.0644e+00 -1.0120e+00 2.1716e-03 3.4711e-02 5.1567e-07 8.0910e-02 2.2836e-02 1.8774e-01 1.0270e-01 9.3288e-01 8.3029e-02 9.9246e-01 8.2853e-02 -#> 284: 1.0189e+02 -4.1205e+00 -2.3524e+00 -4.0647e+00 -1.0115e+00 2.6623e-03 3.4646e-02 5.1350e-07 8.1153e-02 2.2950e-02 1.8775e-01 1.0277e-01 9.3238e-01 8.2990e-02 9.9212e-01 8.2836e-02 -#> 285: 1.0189e+02 -4.1205e+00 -2.3531e+00 -4.0649e+00 -1.0116e+00 3.7830e-03 3.4626e-02 5.1216e-07 8.1058e-02 2.3007e-02 1.8782e-01 1.0270e-01 9.3232e-01 8.3017e-02 9.9094e-01 8.2829e-02 -#> 286: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0651e+00 -1.0111e+00 5.1752e-03 3.4599e-02 5.0989e-07 8.0970e-02 2.3004e-02 1.8757e-01 1.0254e-01 9.3280e-01 8.3006e-02 9.9130e-01 8.2818e-02 -#> 287: 1.0189e+02 -4.1205e+00 -2.3541e+00 -4.0654e+00 -1.0112e+00 6.3747e-03 3.4592e-02 5.0930e-07 8.1117e-02 2.2959e-02 1.8756e-01 1.0222e-01 9.3212e-01 8.3146e-02 9.9183e-01 8.2863e-02 -#> 288: 1.0189e+02 -4.1205e+00 -2.3540e+00 -4.0656e+00 -1.0115e+00 6.5668e-03 3.4598e-02 5.0976e-07 8.1125e-02 2.2895e-02 1.8782e-01 1.0183e-01 9.3310e-01 8.3169e-02 9.9404e-01 8.2836e-02 -#> 289: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0658e+00 -1.0119e+00 7.3521e-03 3.4525e-02 5.1097e-07 8.1097e-02 2.2869e-02 1.8753e-01 1.0126e-01 9.3336e-01 8.3244e-02 9.9435e-01 8.2833e-02 -#> 290: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0659e+00 -1.0122e+00 7.5226e-03 3.4377e-02 5.0846e-07 8.1212e-02 2.2831e-02 1.8724e-01 1.0073e-01 9.3292e-01 8.3261e-02 9.9415e-01 8.2837e-02 -#> 291: 1.0189e+02 -4.1205e+00 -2.3536e+00 -4.0659e+00 -1.0122e+00 7.2889e-03 3.4263e-02 5.0823e-07 8.1182e-02 2.2801e-02 1.8711e-01 1.0056e-01 9.3309e-01 8.3300e-02 9.9427e-01 8.2805e-02 -#> 292: 1.0189e+02 -4.1205e+00 -2.3531e+00 -4.0659e+00 -1.0123e+00 7.1827e-03 3.4146e-02 5.0825e-07 8.1696e-02 2.2760e-02 1.8703e-01 1.0039e-01 9.3324e-01 8.3306e-02 9.9379e-01 8.2784e-02 -#> 293: 1.0189e+02 -4.1205e+00 -2.3528e+00 -4.0660e+00 -1.0125e+00 7.7142e-03 3.4126e-02 5.0971e-07 8.2026e-02 2.2705e-02 1.8721e-01 1.0036e-01 9.3316e-01 8.3316e-02 9.9357e-01 8.2756e-02 -#> 294: 1.0188e+02 -4.1204e+00 -2.3529e+00 -4.0663e+00 -1.0126e+00 8.5146e-03 3.4314e-02 5.0823e-07 8.2197e-02 2.2608e-02 1.8743e-01 1.0009e-01 9.3356e-01 8.3308e-02 9.9367e-01 8.2719e-02 -#> 295: 1.0188e+02 -4.1204e+00 -2.3532e+00 -4.0666e+00 -1.0123e+00 9.2199e-03 3.4472e-02 5.0839e-07 8.2550e-02 2.2529e-02 1.8745e-01 9.9731e-02 9.3393e-01 8.3255e-02 9.9373e-01 8.2686e-02 -#> 296: 1.0188e+02 -4.1204e+00 -2.3537e+00 -4.0667e+00 -1.0121e+00 9.7869e-03 3.4678e-02 5.0983e-07 8.3059e-02 2.2497e-02 1.8729e-01 9.9260e-02 9.3395e-01 8.3198e-02 9.9300e-01 8.2681e-02 -#> 297: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0670e+00 -1.0118e+00 1.0166e-02 3.4957e-02 5.1049e-07 8.3080e-02 2.2448e-02 1.8710e-01 9.8969e-02 9.3321e-01 8.3178e-02 9.9255e-01 8.2663e-02 -#> 298: 1.0188e+02 -4.1204e+00 -2.3544e+00 -4.0673e+00 -1.0117e+00 1.0649e-02 3.5259e-02 5.1103e-07 8.3179e-02 2.2383e-02 1.8704e-01 9.8442e-02 9.3227e-01 8.3199e-02 9.9266e-01 8.2646e-02 -#> 299: 1.0188e+02 -4.1204e+00 -2.3542e+00 -4.0676e+00 -1.0117e+00 1.0927e-02 3.5438e-02 5.1128e-07 8.3068e-02 2.2378e-02 1.8699e-01 9.8203e-02 9.3263e-01 8.3138e-02 9.9353e-01 8.2671e-02 -#> 300: 1.0188e+02 -4.1204e+00 -2.3544e+00 -4.0678e+00 -1.0116e+00 1.1083e-02 3.5694e-02 5.1107e-07 8.2896e-02 2.2344e-02 1.8733e-01 9.7775e-02 9.3179e-01 8.3124e-02 9.9379e-01 8.2657e-02 -#> 301: 1.0188e+02 -4.1204e+00 -2.3542e+00 -4.0680e+00 -1.0115e+00 1.0992e-02 3.5896e-02 5.1262e-07 8.2816e-02 2.2349e-02 1.8753e-01 9.7431e-02 9.3209e-01 8.3086e-02 9.9388e-01 8.2674e-02 -#> 302: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0681e+00 -1.0113e+00 1.0410e-02 3.6050e-02 5.1256e-07 8.2817e-02 2.2308e-02 1.8734e-01 9.7153e-02 9.3221e-01 8.3073e-02 9.9402e-01 8.2670e-02 -#> 303: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0681e+00 -1.0112e+00 1.0301e-02 3.6150e-02 5.1127e-07 8.2826e-02 2.2325e-02 1.8730e-01 9.6656e-02 9.3192e-01 8.3040e-02 9.9393e-01 8.2665e-02 -#> 304: 1.0188e+02 -4.1204e+00 -2.3536e+00 -4.0681e+00 -1.0113e+00 1.0235e-02 3.6393e-02 5.1176e-07 8.2606e-02 2.2353e-02 1.8724e-01 9.6171e-02 9.3161e-01 8.3068e-02 9.9361e-01 8.2698e-02 -#> 305: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0683e+00 -1.0112e+00 9.9655e-03 3.6369e-02 5.1442e-07 8.2520e-02 2.2378e-02 1.8707e-01 9.5656e-02 9.3113e-01 8.3109e-02 9.9338e-01 8.2731e-02 -#> 306: 1.0188e+02 -4.1204e+00 -2.3531e+00 -4.0684e+00 -1.0110e+00 9.9701e-03 3.6346e-02 5.1546e-07 8.2789e-02 2.2360e-02 1.8702e-01 9.5116e-02 9.3102e-01 8.3065e-02 9.9405e-01 8.2761e-02 -#> 307: 1.0188e+02 -4.1204e+00 -2.3530e+00 -4.0684e+00 -1.0112e+00 1.0194e-02 3.6300e-02 5.1196e-07 8.3035e-02 2.2381e-02 1.8704e-01 9.4760e-02 9.3082e-01 8.3003e-02 9.9410e-01 8.2779e-02 -#> 308: 1.0189e+02 -4.1204e+00 -2.3530e+00 -4.0685e+00 -1.0109e+00 9.9531e-03 3.6400e-02 5.1140e-07 8.3511e-02 2.2334e-02 1.8726e-01 9.4494e-02 9.3151e-01 8.2910e-02 9.9484e-01 8.2760e-02 -#> 309: 1.0188e+02 -4.1204e+00 -2.3530e+00 -4.0685e+00 -1.0107e+00 1.0089e-02 3.6382e-02 5.1081e-07 8.3917e-02 2.2276e-02 1.8728e-01 9.4285e-02 9.3133e-01 8.2875e-02 9.9545e-01 8.2757e-02 -#> 310: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0685e+00 -1.0105e+00 1.0805e-02 3.6375e-02 5.1041e-07 8.4245e-02 2.2246e-02 1.8753e-01 9.3894e-02 9.3052e-01 8.2899e-02 9.9500e-01 8.2743e-02 -#> 311: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0685e+00 -1.0103e+00 1.1449e-02 3.6311e-02 5.0884e-07 8.4434e-02 2.2231e-02 1.8783e-01 9.3542e-02 9.3039e-01 8.2864e-02 9.9458e-01 8.2733e-02 -#> 312: 1.0188e+02 -4.1204e+00 -2.3535e+00 -4.0685e+00 -1.0102e+00 1.2173e-02 3.6373e-02 5.0821e-07 8.4730e-02 2.2176e-02 1.8769e-01 9.3317e-02 9.2982e-01 8.2916e-02 9.9438e-01 8.2740e-02 -#> 313: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0688e+00 -1.0103e+00 1.2812e-02 3.6558e-02 5.0751e-07 8.5211e-02 2.2131e-02 1.8754e-01 9.3387e-02 9.2962e-01 8.2892e-02 9.9458e-01 8.2741e-02 -#> 314: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0690e+00 -1.0103e+00 1.3241e-02 3.6680e-02 5.0887e-07 8.5667e-02 2.2079e-02 1.8772e-01 9.3442e-02 9.2941e-01 8.2947e-02 9.9511e-01 8.2743e-02 -#> 315: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0691e+00 -1.0104e+00 1.3699e-02 3.6924e-02 5.0965e-07 8.5865e-02 2.2028e-02 1.8766e-01 9.3264e-02 9.2904e-01 8.2986e-02 9.9543e-01 8.2763e-02 -#> 316: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0693e+00 -1.0103e+00 1.4121e-02 3.7218e-02 5.1041e-07 8.6216e-02 2.2076e-02 1.8773e-01 9.3035e-02 9.2917e-01 8.3013e-02 9.9486e-01 8.2782e-02 -#> 317: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0694e+00 -1.0102e+00 1.4588e-02 3.7304e-02 5.0994e-07 8.6513e-02 2.2128e-02 1.8773e-01 9.2766e-02 9.2943e-01 8.3025e-02 9.9441e-01 8.2779e-02 -#> 318: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0693e+00 -1.0101e+00 1.4714e-02 3.7538e-02 5.0773e-07 8.6801e-02 2.2128e-02 1.8767e-01 9.2698e-02 9.2907e-01 8.3052e-02 9.9378e-01 8.2780e-02 -#> 319: 1.0187e+02 -4.1204e+00 -2.3533e+00 -4.0692e+00 -1.0099e+00 1.4582e-02 3.7563e-02 5.0550e-07 8.6669e-02 2.2135e-02 1.8775e-01 9.2604e-02 9.2925e-01 8.3042e-02 9.9356e-01 8.2773e-02 -#> 320: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0690e+00 -1.0102e+00 1.4511e-02 3.7580e-02 5.0281e-07 8.6617e-02 2.2121e-02 1.8780e-01 9.2508e-02 9.3001e-01 8.3032e-02 9.9322e-01 8.2780e-02 -#> 321: 1.0187e+02 -4.1204e+00 -2.3534e+00 -4.0688e+00 -1.0100e+00 1.4288e-02 3.7624e-02 5.0172e-07 8.6311e-02 2.2115e-02 1.8783e-01 9.2445e-02 9.3011e-01 8.3054e-02 9.9288e-01 8.2772e-02 -#> 322: 1.0187e+02 -4.1204e+00 -2.3532e+00 -4.0687e+00 -1.0098e+00 1.3834e-02 3.7497e-02 5.0086e-07 8.6187e-02 2.2111e-02 1.8791e-01 9.2699e-02 9.3037e-01 8.3069e-02 9.9284e-01 8.2773e-02 -#> 323: 1.0187e+02 -4.1204e+00 -2.3524e+00 -4.0683e+00 -1.0097e+00 1.2977e-02 3.7420e-02 4.9925e-07 8.6082e-02 2.2084e-02 1.8818e-01 9.3123e-02 9.3036e-01 8.3012e-02 9.9265e-01 8.2813e-02 -#> 324: 1.0187e+02 -4.1204e+00 -2.3523e+00 -4.0682e+00 -1.0096e+00 1.2679e-02 3.7420e-02 4.9836e-07 8.5721e-02 2.2071e-02 1.8829e-01 9.3535e-02 9.3062e-01 8.3011e-02 9.9241e-01 8.2827e-02 -#> 325: 1.0187e+02 -4.1204e+00 -2.3520e+00 -4.0680e+00 -1.0094e+00 1.2196e-02 3.7298e-02 4.9735e-07 8.5411e-02 2.2028e-02 1.8848e-01 9.3706e-02 9.3043e-01 8.3020e-02 9.9256e-01 8.2826e-02 -#> 326: 1.0187e+02 -4.1204e+00 -2.3517e+00 -4.0678e+00 -1.0091e+00 1.1924e-02 3.7185e-02 4.9661e-07 8.5453e-02 2.1983e-02 1.8830e-01 9.3688e-02 9.3050e-01 8.2996e-02 9.9284e-01 8.2806e-02 -#> 327: 1.0187e+02 -4.1204e+00 -2.3516e+00 -4.0677e+00 -1.0090e+00 1.1449e-02 3.7155e-02 4.9755e-07 8.5761e-02 2.1967e-02 1.8819e-01 9.3936e-02 9.3052e-01 8.2912e-02 9.9245e-01 8.2806e-02 -#> 328: 1.0187e+02 -4.1204e+00 -2.3514e+00 -4.0675e+00 -1.0089e+00 1.0758e-02 3.7146e-02 4.9892e-07 8.6019e-02 2.1971e-02 1.8806e-01 9.4361e-02 9.3070e-01 8.2833e-02 9.9182e-01 8.2840e-02 -#> 329: 1.0187e+02 -4.1204e+00 -2.3515e+00 -4.0672e+00 -1.0087e+00 1.0256e-02 3.7342e-02 5.0019e-07 8.5965e-02 2.1989e-02 1.8796e-01 9.4614e-02 9.3067e-01 8.2818e-02 9.9159e-01 8.2858e-02 -#> 330: 1.0187e+02 -4.1204e+00 -2.3520e+00 -4.0670e+00 -1.0086e+00 1.0021e-02 3.7376e-02 4.9911e-07 8.6124e-02 2.1978e-02 1.8796e-01 9.4836e-02 9.3036e-01 8.2819e-02 9.9148e-01 8.2866e-02 -#> 331: 1.0187e+02 -4.1204e+00 -2.3521e+00 -4.0668e+00 -1.0086e+00 9.5790e-03 3.7296e-02 4.9753e-07 8.6122e-02 2.1951e-02 1.8782e-01 9.5042e-02 9.3064e-01 8.2783e-02 9.9196e-01 8.2863e-02 -#> 332: 1.0187e+02 -4.1204e+00 -2.3523e+00 -4.0667e+00 -1.0085e+00 9.2971e-03 3.7221e-02 4.9729e-07 8.6215e-02 2.1952e-02 1.8787e-01 9.5082e-02 9.3103e-01 8.2782e-02 9.9224e-01 8.2861e-02 -#> 333: 1.0187e+02 -4.1204e+00 -2.3524e+00 -4.0667e+00 -1.0084e+00 9.2591e-03 3.7097e-02 4.9556e-07 8.6302e-02 2.1922e-02 1.8792e-01 9.5155e-02 9.3058e-01 8.2798e-02 9.9202e-01 8.2831e-02 -#> 334: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0667e+00 -1.0082e+00 9.5799e-03 3.6997e-02 4.9398e-07 8.6409e-02 2.1911e-02 1.8792e-01 9.5231e-02 9.3035e-01 8.2810e-02 9.9157e-01 8.2803e-02 -#> 335: 1.0187e+02 -4.1204e+00 -2.3529e+00 -4.0667e+00 -1.0080e+00 9.5724e-03 3.6912e-02 4.9206e-07 8.6310e-02 2.1923e-02 1.8791e-01 9.5379e-02 9.3054e-01 8.2759e-02 9.9143e-01 8.2776e-02 -#> 336: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0667e+00 -1.0082e+00 9.5794e-03 3.6983e-02 4.9255e-07 8.6282e-02 2.1882e-02 1.8789e-01 9.5422e-02 9.3064e-01 8.2705e-02 9.9138e-01 8.2778e-02 -#> 337: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0669e+00 -1.0083e+00 1.0008e-02 3.6943e-02 4.9278e-07 8.6483e-02 2.1844e-02 1.8794e-01 9.5240e-02 9.2981e-01 8.2753e-02 9.9100e-01 8.2774e-02 -#> 338: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0669e+00 -1.0084e+00 1.0297e-02 3.6869e-02 4.9309e-07 8.6547e-02 2.1803e-02 1.8808e-01 9.5094e-02 9.2978e-01 8.2764e-02 9.9113e-01 8.2759e-02 -#> 339: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0669e+00 -1.0083e+00 1.0465e-02 3.6822e-02 4.9257e-07 8.6779e-02 2.1769e-02 1.8813e-01 9.5062e-02 9.3020e-01 8.2702e-02 9.9135e-01 8.2750e-02 -#> 340: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0668e+00 -1.0083e+00 1.0321e-02 3.6733e-02 4.9228e-07 8.7033e-02 2.1721e-02 1.8827e-01 9.4862e-02 9.3062e-01 8.2698e-02 9.9195e-01 8.2729e-02 -#> 341: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0670e+00 -1.0085e+00 1.0501e-02 3.6671e-02 4.9236e-07 8.7297e-02 2.1733e-02 1.8820e-01 9.4558e-02 9.3121e-01 8.2677e-02 9.9238e-01 8.2713e-02 -#> 342: 1.0187e+02 -4.1204e+00 -2.3534e+00 -4.0670e+00 -1.0085e+00 1.0818e-02 3.6715e-02 4.9084e-07 8.7450e-02 2.1726e-02 1.8801e-01 9.4252e-02 9.3160e-01 8.2657e-02 9.9232e-01 8.2708e-02 -#> 343: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0670e+00 -1.0087e+00 1.1046e-02 3.6784e-02 4.8872e-07 8.7718e-02 2.1718e-02 1.8799e-01 9.3887e-02 9.3187e-01 8.2645e-02 9.9225e-01 8.2722e-02 -#> 344: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0670e+00 -1.0087e+00 1.0652e-02 3.6736e-02 4.8852e-07 8.7725e-02 2.1730e-02 1.8792e-01 9.3731e-02 9.3202e-01 8.2618e-02 9.9218e-01 8.2712e-02 -#> 345: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0669e+00 -1.0090e+00 1.0445e-02 3.6714e-02 4.8690e-07 8.7782e-02 2.1751e-02 1.8798e-01 9.3450e-02 9.3223e-01 8.2582e-02 9.9239e-01 8.2706e-02 -#> 346: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0668e+00 -1.0089e+00 1.0173e-02 3.6743e-02 4.8656e-07 8.7733e-02 2.1810e-02 1.8814e-01 9.3151e-02 9.3257e-01 8.2575e-02 9.9181e-01 8.2708e-02 -#> 347: 1.0187e+02 -4.1205e+00 -2.3532e+00 -4.0668e+00 -1.0089e+00 9.9457e-03 3.6808e-02 4.8756e-07 8.7948e-02 2.1819e-02 1.8813e-01 9.3040e-02 9.3255e-01 8.2599e-02 9.9124e-01 8.2727e-02 -#> 348: 1.0187e+02 -4.1205e+00 -2.3534e+00 -4.0667e+00 -1.0090e+00 9.8498e-03 3.6967e-02 4.8883e-07 8.7998e-02 2.1841e-02 1.8820e-01 9.3180e-02 9.3259e-01 8.2612e-02 9.9148e-01 8.2750e-02 -#> 349: 1.0187e+02 -4.1205e+00 -2.3535e+00 -4.0668e+00 -1.0091e+00 9.6211e-03 3.6891e-02 4.8867e-07 8.8006e-02 2.1930e-02 1.8819e-01 9.3390e-02 9.3232e-01 8.2612e-02 9.9073e-01 8.2738e-02 -#> 350: 1.0187e+02 -4.1205e+00 -2.3534e+00 -4.0669e+00 -1.0090e+00 9.7176e-03 3.6813e-02 4.8925e-07 8.7923e-02 2.1964e-02 1.8820e-01 9.3434e-02 9.3224e-01 8.2600e-02 9.9031e-01 8.2734e-02 -#> 351: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0669e+00 -1.0090e+00 9.6652e-03 3.6769e-02 4.8873e-07 8.7985e-02 2.2046e-02 1.8814e-01 9.3529e-02 9.3220e-01 8.2558e-02 9.8978e-01 8.2728e-02 -#> 352: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0669e+00 -1.0089e+00 9.8745e-03 3.6732e-02 4.8969e-07 8.8016e-02 2.2094e-02 1.8799e-01 9.3644e-02 9.3168e-01 8.2577e-02 9.8913e-01 8.2722e-02 -#> 353: 1.0187e+02 -4.1204e+00 -2.3537e+00 -4.0669e+00 -1.0088e+00 9.7530e-03 3.6700e-02 4.9008e-07 8.7949e-02 2.2116e-02 1.8798e-01 9.3769e-02 9.3165e-01 8.2559e-02 9.8871e-01 8.2711e-02 -#> 354: 1.0187e+02 -4.1204e+00 -2.3538e+00 -4.0667e+00 -1.0089e+00 9.4103e-03 3.6653e-02 4.9045e-07 8.7894e-02 2.2118e-02 1.8793e-01 9.3872e-02 9.3188e-01 8.2551e-02 9.8887e-01 8.2692e-02 -#> 355: 1.0187e+02 -4.1204e+00 -2.3540e+00 -4.0666e+00 -1.0088e+00 9.1684e-03 3.6536e-02 4.9125e-07 8.7920e-02 2.2107e-02 1.8812e-01 9.4123e-02 9.3223e-01 8.2517e-02 9.8893e-01 8.2687e-02 -#> 356: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0664e+00 -1.0086e+00 8.9025e-03 3.6431e-02 4.9325e-07 8.7949e-02 2.2110e-02 1.8827e-01 9.4135e-02 9.3252e-01 8.2503e-02 9.8907e-01 8.2649e-02 -#> 357: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0663e+00 -1.0085e+00 8.6757e-03 3.6417e-02 4.9505e-07 8.8052e-02 2.2096e-02 1.8848e-01 9.4192e-02 9.3281e-01 8.2490e-02 9.8957e-01 8.2624e-02 -#> 358: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0661e+00 -1.0084e+00 8.1812e-03 3.6349e-02 4.9610e-07 8.8344e-02 2.2104e-02 1.8844e-01 9.4129e-02 9.3294e-01 8.2493e-02 9.8977e-01 8.2614e-02 -#> 359: 1.0187e+02 -4.1204e+00 -2.3541e+00 -4.0659e+00 -1.0083e+00 8.0905e-03 3.6475e-02 4.9675e-07 8.8647e-02 2.2116e-02 1.8831e-01 9.4146e-02 9.3322e-01 8.2473e-02 9.8978e-01 8.2622e-02 -#> 360: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0657e+00 -1.0082e+00 7.8390e-03 3.6468e-02 4.9649e-07 8.8981e-02 2.2120e-02 1.8815e-01 9.4249e-02 9.3361e-01 8.2430e-02 9.8997e-01 8.2616e-02 -#> 361: 1.0187e+02 -4.1204e+00 -2.3545e+00 -4.0656e+00 -1.0083e+00 7.9104e-03 3.6434e-02 4.9737e-07 8.9447e-02 2.2133e-02 1.8808e-01 9.4085e-02 9.3387e-01 8.2426e-02 9.9025e-01 8.2616e-02 -#> 362: 1.0187e+02 -4.1204e+00 -2.3547e+00 -4.0655e+00 -1.0087e+00 7.6341e-03 3.6428e-02 4.9748e-07 8.9872e-02 2.2148e-02 1.8805e-01 9.4025e-02 9.3407e-01 8.2456e-02 9.9070e-01 8.2609e-02 -#> 363: 1.0187e+02 -4.1204e+00 -2.3546e+00 -4.0653e+00 -1.0087e+00 7.2351e-03 3.6392e-02 4.9842e-07 9.0125e-02 2.2179e-02 1.8818e-01 9.4157e-02 9.3437e-01 8.2439e-02 9.9051e-01 8.2626e-02 -#> 364: 1.0187e+02 -4.1204e+00 -2.3543e+00 -4.0651e+00 -1.0089e+00 6.7851e-03 3.6303e-02 4.9890e-07 9.0448e-02 2.2189e-02 1.8831e-01 9.4432e-02 9.3513e-01 8.2433e-02 9.9051e-01 8.2655e-02 -#> 365: 1.0187e+02 -4.1204e+00 -2.3538e+00 -4.0650e+00 -1.0089e+00 6.2935e-03 3.6267e-02 4.9829e-07 9.0718e-02 2.2204e-02 1.8818e-01 9.4507e-02 9.3580e-01 8.2387e-02 9.9049e-01 8.2678e-02 -#> 366: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0649e+00 -1.0088e+00 5.8910e-03 3.6339e-02 4.9911e-07 9.0727e-02 2.2231e-02 1.8801e-01 9.4683e-02 9.3567e-01 8.2359e-02 9.8997e-01 8.2681e-02 -#> 367: 1.0187e+02 -4.1204e+00 -2.3533e+00 -4.0649e+00 -1.0088e+00 5.8610e-03 3.6366e-02 5.0123e-07 9.0732e-02 2.2245e-02 1.8793e-01 9.4666e-02 9.3556e-01 8.2339e-02 9.8945e-01 8.2691e-02 -#> 368: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0650e+00 -1.0088e+00 6.1043e-03 3.6424e-02 5.0107e-07 9.0729e-02 2.2248e-02 1.8780e-01 9.4599e-02 9.3554e-01 8.2315e-02 9.8903e-01 8.2705e-02 -#> 369: 1.0187e+02 -4.1204e+00 -2.3530e+00 -4.0650e+00 -1.0088e+00 6.1767e-03 3.6436e-02 5.0046e-07 9.0617e-02 2.2226e-02 1.8787e-01 9.4410e-02 9.3504e-01 8.2361e-02 9.8843e-01 8.2694e-02 -#> 370: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0651e+00 -1.0088e+00 6.2532e-03 3.6467e-02 5.0024e-07 9.0741e-02 2.2223e-02 1.8794e-01 9.4288e-02 9.3472e-01 8.2374e-02 9.8781e-01 8.2703e-02 -#> 371: 1.0186e+02 -4.1204e+00 -2.3525e+00 -4.0652e+00 -1.0088e+00 6.2117e-03 3.6465e-02 4.9964e-07 9.0904e-02 2.2220e-02 1.8788e-01 9.4310e-02 9.3470e-01 8.2367e-02 9.8730e-01 8.2731e-02 -#> 372: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0651e+00 -1.0089e+00 6.1363e-03 3.6367e-02 5.0037e-07 9.1177e-02 2.2230e-02 1.8783e-01 9.4288e-02 9.3496e-01 8.2365e-02 9.8699e-01 8.2729e-02 -#> 373: 1.0186e+02 -4.1204e+00 -2.3523e+00 -4.0650e+00 -1.0089e+00 6.0384e-03 3.6353e-02 5.0195e-07 9.1402e-02 2.2219e-02 1.8764e-01 9.4343e-02 9.3478e-01 8.2430e-02 9.8641e-01 8.2747e-02 -#> 374: 1.0186e+02 -4.1204e+00 -2.3523e+00 -4.0650e+00 -1.0091e+00 5.9821e-03 3.6377e-02 5.0424e-07 9.1532e-02 2.2243e-02 1.8761e-01 9.4219e-02 9.3466e-01 8.2418e-02 9.8614e-01 8.2735e-02 -#> 375: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0649e+00 -1.0091e+00 5.8843e-03 3.6358e-02 5.0568e-07 9.1556e-02 2.2250e-02 1.8768e-01 9.4173e-02 9.3432e-01 8.2413e-02 9.8592e-01 8.2728e-02 -#> 376: 1.0186e+02 -4.1204e+00 -2.3526e+00 -4.0649e+00 -1.0090e+00 5.7256e-03 3.6406e-02 5.0673e-07 9.1590e-02 2.2260e-02 1.8765e-01 9.4159e-02 9.3417e-01 8.2400e-02 9.8565e-01 8.2701e-02 -#> 377: 1.0186e+02 -4.1204e+00 -2.3527e+00 -4.0647e+00 -1.0091e+00 5.2782e-03 3.6397e-02 5.0740e-07 9.1564e-02 2.2263e-02 1.8765e-01 9.4084e-02 9.3434e-01 8.2395e-02 9.8563e-01 8.2680e-02 -#> 378: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0646e+00 -1.0091e+00 4.8184e-03 3.6478e-02 5.0759e-07 9.1590e-02 2.2213e-02 1.8766e-01 9.4162e-02 9.3432e-01 8.2353e-02 9.8595e-01 8.2681e-02 -#> 379: 1.0186e+02 -4.1204e+00 -2.3521e+00 -4.0646e+00 -1.0089e+00 4.4861e-03 3.6557e-02 5.0710e-07 9.1595e-02 2.2159e-02 1.8767e-01 9.3894e-02 9.3395e-01 8.2341e-02 9.8636e-01 8.2671e-02 -#> 380: 1.0186e+02 -4.1204e+00 -2.3517e+00 -4.0644e+00 -1.0089e+00 3.9799e-03 3.6543e-02 5.0682e-07 9.1532e-02 2.2143e-02 1.8768e-01 9.3854e-02 9.3372e-01 8.2331e-02 9.8640e-01 8.2678e-02 -#> 381: 1.0186e+02 -4.1204e+00 -2.3515e+00 -4.0643e+00 -1.0089e+00 3.6269e-03 3.6531e-02 5.0770e-07 9.1364e-02 2.2157e-02 1.8768e-01 9.3897e-02 9.3383e-01 8.2326e-02 9.8630e-01 8.2675e-02 -#> 382: 1.0186e+02 -4.1204e+00 -2.3513e+00 -4.0643e+00 -1.0090e+00 3.1691e-03 3.6469e-02 5.0860e-07 9.1318e-02 2.2188e-02 1.8767e-01 9.3787e-02 9.3433e-01 8.2306e-02 9.8643e-01 8.2670e-02 -#> 383: 1.0186e+02 -4.1204e+00 -2.3508e+00 -4.0642e+00 -1.0090e+00 2.6209e-03 3.6416e-02 5.0893e-07 9.1374e-02 2.2165e-02 1.8759e-01 9.3654e-02 9.3443e-01 8.2289e-02 9.8663e-01 8.2672e-02 -#> 384: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0640e+00 -1.0090e+00 2.1556e-03 3.6403e-02 5.0834e-07 9.1550e-02 2.2148e-02 1.8750e-01 9.3422e-02 9.3444e-01 8.2277e-02 9.8639e-01 8.2670e-02 -#> 385: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0638e+00 -1.0089e+00 1.7048e-03 3.6391e-02 5.0788e-07 9.1717e-02 2.2160e-02 1.8746e-01 9.3178e-02 9.3457e-01 8.2261e-02 9.8616e-01 8.2636e-02 -#> 386: 1.0186e+02 -4.1204e+00 -2.3504e+00 -4.0637e+00 -1.0089e+00 1.4309e-03 3.6372e-02 5.0847e-07 9.1895e-02 2.2157e-02 1.8754e-01 9.2918e-02 9.3439e-01 8.2246e-02 9.8601e-01 8.2617e-02 -#> 387: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0636e+00 -1.0089e+00 1.3524e-03 3.6446e-02 5.0896e-07 9.2022e-02 2.2182e-02 1.8768e-01 9.2684e-02 9.3470e-01 8.2216e-02 9.8593e-01 8.2620e-02 -#> 388: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0635e+00 -1.0089e+00 1.2887e-03 3.6478e-02 5.0904e-07 9.2117e-02 2.2174e-02 1.8761e-01 9.2506e-02 9.3463e-01 8.2221e-02 9.8563e-01 8.2609e-02 -#> 389: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0635e+00 -1.0089e+00 1.2044e-03 3.6479e-02 5.0969e-07 9.2068e-02 2.2180e-02 1.8751e-01 9.2308e-02 9.3438e-01 8.2241e-02 9.8516e-01 8.2592e-02 -#> 390: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0635e+00 -1.0087e+00 1.1442e-03 3.6497e-02 5.0878e-07 9.1995e-02 2.2156e-02 1.8744e-01 9.2169e-02 9.3410e-01 8.2257e-02 9.8511e-01 8.2581e-02 -#> 391: 1.0186e+02 -4.1204e+00 -2.3508e+00 -4.0635e+00 -1.0089e+00 1.0925e-03 3.6454e-02 5.0876e-07 9.1945e-02 2.2177e-02 1.8739e-01 9.1989e-02 9.3439e-01 8.2254e-02 9.8472e-01 8.2579e-02 -#> 392: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0633e+00 -1.0091e+00 7.9940e-04 3.6417e-02 5.0874e-07 9.1956e-02 2.2185e-02 1.8730e-01 9.1977e-02 9.3422e-01 8.2244e-02 9.8463e-01 8.2589e-02 -#> 393: 1.0186e+02 -4.1204e+00 -2.3504e+00 -4.0632e+00 -1.0093e+00 4.2112e-04 3.6433e-02 5.0843e-07 9.1868e-02 2.2211e-02 1.8739e-01 9.2106e-02 9.3464e-01 8.2217e-02 9.8458e-01 8.2594e-02 -#> 394: 1.0186e+02 -4.1204e+00 -2.3502e+00 -4.0631e+00 -1.0093e+00 1.4926e-04 3.6534e-02 5.0862e-07 9.1713e-02 2.2244e-02 1.8735e-01 9.2105e-02 9.3454e-01 8.2239e-02 9.8410e-01 8.2601e-02 -#> 395: 1.0186e+02 -4.1204e+00 -2.3499e+00 -4.0630e+00 -1.0095e+00 5.2506e-05 3.6667e-02 5.0955e-07 9.1548e-02 2.2269e-02 1.8733e-01 9.2151e-02 9.3450e-01 8.2256e-02 9.8389e-01 8.2612e-02 -#> 396: 1.0186e+02 -4.1204e+00 -2.3497e+00 -4.0630e+00 -1.0097e+00 1.6581e-05 3.6789e-02 5.1002e-07 9.1431e-02 2.2299e-02 1.8742e-01 9.2120e-02 9.3450e-01 8.2252e-02 9.8367e-01 8.2620e-02 -#> 397: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0629e+00 -1.0098e+00 -5.0310e-05 3.6860e-02 5.0949e-07 9.1311e-02 2.2323e-02 1.8738e-01 9.2130e-02 9.3467e-01 8.2250e-02 9.8388e-01 8.2628e-02 -#> 398: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0629e+00 -1.0097e+00 -1.4918e-04 3.6902e-02 5.0935e-07 9.1211e-02 2.2330e-02 1.8747e-01 9.2144e-02 9.3478e-01 8.2260e-02 9.8420e-01 8.2632e-02 -#> 399: 1.0186e+02 -4.1205e+00 -2.3497e+00 -4.0628e+00 -1.0097e+00 -2.2152e-04 3.6932e-02 5.0927e-07 9.1209e-02 2.2377e-02 1.8750e-01 9.2136e-02 9.3481e-01 8.2286e-02 9.8431e-01 8.2622e-02 -#> 400: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0629e+00 -1.0097e+00 3.2878e-05 3.6943e-02 5.0892e-07 9.1092e-02 2.2388e-02 1.8752e-01 9.2072e-02 9.3534e-01 8.2276e-02 9.8472e-01 8.2615e-02 -#> 401: 1.0186e+02 -4.1205e+00 -2.3501e+00 -4.0630e+00 -1.0097e+00 2.6776e-04 3.6950e-02 5.0860e-07 9.1038e-02 2.2395e-02 1.8740e-01 9.1911e-02 9.3515e-01 8.2331e-02 9.8459e-01 8.2615e-02 -#> 402: 1.0186e+02 -4.1205e+00 -2.3502e+00 -4.0632e+00 -1.0097e+00 3.9988e-04 3.6912e-02 5.0849e-07 9.0944e-02 2.2401e-02 1.8737e-01 9.1701e-02 9.3494e-01 8.2353e-02 9.8479e-01 8.2609e-02 -#> 403: 1.0186e+02 -4.1205e+00 -2.3503e+00 -4.0633e+00 -1.0098e+00 4.9714e-04 3.6935e-02 5.0805e-07 9.0895e-02 2.2404e-02 1.8741e-01 9.1609e-02 9.3444e-01 8.2372e-02 9.8505e-01 8.2638e-02 -#> 404: 1.0186e+02 -4.1205e+00 -2.3504e+00 -4.0633e+00 -1.0100e+00 5.8465e-04 3.6978e-02 5.0889e-07 9.0862e-02 2.2453e-02 1.8746e-01 9.1650e-02 9.3491e-01 8.2364e-02 9.8484e-01 8.2653e-02 -#> 405: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0634e+00 -1.0099e+00 5.5970e-04 3.6999e-02 5.0964e-07 9.0930e-02 2.2480e-02 1.8742e-01 9.1823e-02 9.3458e-01 8.2371e-02 9.8465e-01 8.2670e-02 -#> 406: 1.0186e+02 -4.1205e+00 -2.3507e+00 -4.0634e+00 -1.0098e+00 5.4464e-04 3.7123e-02 5.1046e-07 9.1008e-02 2.2478e-02 1.8749e-01 9.1930e-02 9.3449e-01 8.2361e-02 9.8440e-01 8.2666e-02 -#> 407: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0097e+00 3.5564e-04 3.7226e-02 5.0978e-07 9.0891e-02 2.2469e-02 1.8751e-01 9.2130e-02 9.3444e-01 8.2380e-02 9.8462e-01 8.2660e-02 -#> 408: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0635e+00 -1.0097e+00 3.8362e-04 3.7354e-02 5.0967e-07 9.0892e-02 2.2461e-02 1.8747e-01 9.2230e-02 9.3453e-01 8.2363e-02 9.8466e-01 8.2661e-02 -#> 409: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0635e+00 -1.0097e+00 2.6671e-04 3.7473e-02 5.0928e-07 9.0894e-02 2.2519e-02 1.8751e-01 9.2243e-02 9.3447e-01 8.2347e-02 9.8449e-01 8.2667e-02 -#> 410: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0098e+00 1.7963e-04 3.7438e-02 5.0981e-07 9.0898e-02 2.2600e-02 1.8764e-01 9.2237e-02 9.3502e-01 8.2320e-02 9.8430e-01 8.2663e-02 -#> 411: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0098e+00 1.0085e-04 3.7381e-02 5.0970e-07 9.0820e-02 2.2618e-02 1.8767e-01 9.2103e-02 9.3480e-01 8.2324e-02 9.8427e-01 8.2652e-02 -#> 412: 1.0186e+02 -4.1205e+00 -2.3508e+00 -4.0633e+00 -1.0097e+00 1.9452e-04 3.7315e-02 5.0984e-07 9.0784e-02 2.2605e-02 1.8772e-01 9.2118e-02 9.3504e-01 8.2314e-02 9.8431e-01 8.2636e-02 -#> 413: 1.0186e+02 -4.1205e+00 -2.3508e+00 -4.0632e+00 -1.0097e+00 1.8432e-04 3.7243e-02 5.0946e-07 9.0798e-02 2.2604e-02 1.8765e-01 9.2206e-02 9.3499e-01 8.2299e-02 9.8426e-01 8.2636e-02 -#> 414: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0632e+00 -1.0097e+00 2.1744e-04 3.7203e-02 5.0880e-07 9.0769e-02 2.2604e-02 1.8757e-01 9.2403e-02 9.3516e-01 8.2279e-02 9.8414e-01 8.2659e-02 -#> 415: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0633e+00 -1.0097e+00 1.9330e-04 3.7197e-02 5.0896e-07 9.0657e-02 2.2618e-02 1.8764e-01 9.2565e-02 9.3514e-01 8.2264e-02 9.8435e-01 8.2655e-02 -#> 416: 1.0186e+02 -4.1205e+00 -2.3501e+00 -4.0634e+00 -1.0097e+00 2.1450e-04 3.7144e-02 5.0882e-07 9.0762e-02 2.2645e-02 1.8761e-01 9.2614e-02 9.3511e-01 8.2277e-02 9.8415e-01 8.2669e-02 -#> 417: 1.0186e+02 -4.1205e+00 -2.3498e+00 -4.0634e+00 -1.0099e+00 1.0737e-04 3.7092e-02 5.0932e-07 9.0804e-02 2.2631e-02 1.8754e-01 9.2581e-02 9.3509e-01 8.2284e-02 9.8430e-01 8.2667e-02 -#> 418: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0099e+00 2.4734e-05 3.7061e-02 5.0972e-07 9.0913e-02 2.2624e-02 1.8736e-01 9.2572e-02 9.3482e-01 8.2275e-02 9.8413e-01 8.2682e-02 -#> 419: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0099e+00 -3.9197e-05 3.7070e-02 5.1000e-07 9.1084e-02 2.2644e-02 1.8727e-01 9.2636e-02 9.3494e-01 8.2259e-02 9.8382e-01 8.2673e-02 -#> 420: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0633e+00 -1.0098e+00 -1.2434e-04 3.7103e-02 5.1037e-07 9.1152e-02 2.2631e-02 1.8733e-01 9.2862e-02 9.3515e-01 8.2244e-02 9.8388e-01 8.2656e-02 -#> 421: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0632e+00 -1.0097e+00 -1.5440e-04 3.7123e-02 5.1205e-07 9.1233e-02 2.2626e-02 1.8744e-01 9.2935e-02 9.3523e-01 8.2241e-02 9.8360e-01 8.2652e-02 -#> 422: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0095e+00 -8.9184e-05 3.7182e-02 5.1296e-07 9.1123e-02 2.2617e-02 1.8749e-01 9.2915e-02 9.3509e-01 8.2276e-02 9.8367e-01 8.2637e-02 -#> 423: 1.0186e+02 -4.1205e+00 -2.3497e+00 -4.0634e+00 -1.0095e+00 6.7469e-05 3.7194e-02 5.1323e-07 9.1083e-02 2.2642e-02 1.8739e-01 9.3097e-02 9.3529e-01 8.2270e-02 9.8367e-01 8.2642e-02 -#> 424: 1.0186e+02 -4.1205e+00 -2.3498e+00 -4.0635e+00 -1.0094e+00 1.5970e-04 3.7258e-02 5.1292e-07 9.0998e-02 2.2667e-02 1.8730e-01 9.3311e-02 9.3525e-01 8.2262e-02 9.8362e-01 8.2648e-02 -#> 425: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0636e+00 -1.0095e+00 2.7004e-04 3.7298e-02 5.1307e-07 9.0839e-02 2.2665e-02 1.8744e-01 9.3429e-02 9.3497e-01 8.2282e-02 9.8395e-01 8.2657e-02 -#> 426: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0636e+00 -1.0094e+00 3.9201e-04 3.7303e-02 5.1305e-07 9.0647e-02 2.2675e-02 1.8743e-01 9.3523e-02 9.3477e-01 8.2314e-02 9.8371e-01 8.2655e-02 -#> 427: 1.0186e+02 -4.1205e+00 -2.3496e+00 -4.0636e+00 -1.0093e+00 2.9359e-04 3.7366e-02 5.1245e-07 9.0630e-02 2.2673e-02 1.8738e-01 9.3813e-02 9.3495e-01 8.2291e-02 9.8368e-01 8.2653e-02 -#> 428: 1.0186e+02 -4.1204e+00 -2.3496e+00 -4.0635e+00 -1.0094e+00 2.5099e-04 3.7411e-02 5.1144e-07 9.0647e-02 2.2674e-02 1.8732e-01 9.3993e-02 9.3493e-01 8.2273e-02 9.8373e-01 8.2652e-02 -#> 429: 1.0186e+02 -4.1204e+00 -2.3495e+00 -4.0635e+00 -1.0095e+00 2.4723e-04 3.7543e-02 5.1084e-07 9.0600e-02 2.2677e-02 1.8723e-01 9.4269e-02 9.3518e-01 8.2286e-02 9.8396e-01 8.2659e-02 -#> 430: 1.0186e+02 -4.1204e+00 -2.3494e+00 -4.0635e+00 -1.0096e+00 2.7711e-04 3.7579e-02 5.1022e-07 9.0496e-02 2.2679e-02 1.8708e-01 9.4484e-02 9.3525e-01 8.2309e-02 9.8433e-01 8.2672e-02 -#> 431: 1.0186e+02 -4.1204e+00 -2.3494e+00 -4.0634e+00 -1.0095e+00 1.3934e-05 3.7631e-02 5.0908e-07 9.0378e-02 2.2671e-02 1.8708e-01 9.4770e-02 9.3528e-01 8.2302e-02 9.8470e-01 8.2682e-02 -#> 432: 1.0186e+02 -4.1204e+00 -2.3495e+00 -4.0633e+00 -1.0096e+00 -8.9401e-05 3.7677e-02 5.0861e-07 9.0278e-02 2.2654e-02 1.8702e-01 9.4882e-02 9.3518e-01 8.2318e-02 9.8488e-01 8.2667e-02 -#> 433: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0096e+00 -3.6841e-04 3.7706e-02 5.0854e-07 9.0108e-02 2.2652e-02 1.8703e-01 9.5039e-02 9.3487e-01 8.2331e-02 9.8494e-01 8.2669e-02 -#> 434: 1.0186e+02 -4.1205e+00 -2.3493e+00 -4.0632e+00 -1.0096e+00 -4.3399e-04 3.7671e-02 5.0796e-07 9.0036e-02 2.2661e-02 1.8701e-01 9.5122e-02 9.3474e-01 8.2331e-02 9.8474e-01 8.2675e-02 -#> 435: 1.0186e+02 -4.1205e+00 -2.3491e+00 -4.0632e+00 -1.0096e+00 -6.1398e-04 3.7654e-02 5.0727e-07 8.9940e-02 2.2664e-02 1.8691e-01 9.5242e-02 9.3451e-01 8.2346e-02 9.8466e-01 8.2677e-02 -#> 436: 1.0186e+02 -4.1205e+00 -2.3487e+00 -4.0632e+00 -1.0094e+00 -7.2148e-04 3.7647e-02 5.0649e-07 8.9838e-02 2.2661e-02 1.8694e-01 9.5465e-02 9.3429e-01 8.2365e-02 9.8475e-01 8.2683e-02 -#> 437: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0632e+00 -1.0093e+00 -1.1480e-03 3.7613e-02 5.0662e-07 8.9719e-02 2.2674e-02 1.8698e-01 9.5631e-02 9.3419e-01 8.2380e-02 9.8490e-01 8.2684e-02 -#> 438: 1.0186e+02 -4.1204e+00 -2.3482e+00 -4.0631e+00 -1.0092e+00 -1.5547e-03 3.7583e-02 5.0753e-07 8.9612e-02 2.2680e-02 1.8703e-01 9.5913e-02 9.3413e-01 8.2394e-02 9.8523e-01 8.2678e-02 -#> 439: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0630e+00 -1.0093e+00 -1.9392e-03 3.7463e-02 5.0769e-07 8.9410e-02 2.2706e-02 1.8706e-01 9.6149e-02 9.3392e-01 8.2425e-02 9.8512e-01 8.2670e-02 -#> 440: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0629e+00 -1.0094e+00 -2.1940e-03 3.7360e-02 5.0743e-07 8.9245e-02 2.2742e-02 1.8710e-01 9.6213e-02 9.3400e-01 8.2445e-02 9.8490e-01 8.2676e-02 -#> 441: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0095e+00 -2.3414e-03 3.7297e-02 5.0838e-07 8.9137e-02 2.2806e-02 1.8721e-01 9.6155e-02 9.3405e-01 8.2450e-02 9.8470e-01 8.2684e-02 -#> 442: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0628e+00 -1.0095e+00 -2.6378e-03 3.7241e-02 5.0923e-07 8.9066e-02 2.2846e-02 1.8727e-01 9.6135e-02 9.3389e-01 8.2465e-02 9.8454e-01 8.2686e-02 -#> 443: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0627e+00 -1.0094e+00 -2.8716e-03 3.7214e-02 5.1026e-07 8.9128e-02 2.2901e-02 1.8740e-01 9.6077e-02 9.3386e-01 8.2444e-02 9.8421e-01 8.2692e-02 -#> 444: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0627e+00 -1.0092e+00 -2.9147e-03 3.7196e-02 5.1104e-07 8.9190e-02 2.2985e-02 1.8744e-01 9.5999e-02 9.3390e-01 8.2424e-02 9.8381e-01 8.2696e-02 -#> 445: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0626e+00 -1.0090e+00 -2.9638e-03 3.7251e-02 5.1283e-07 8.9335e-02 2.3004e-02 1.8756e-01 9.5788e-02 9.3382e-01 8.2416e-02 9.8347e-01 8.2683e-02 -#> 446: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0627e+00 -1.0090e+00 -2.8796e-03 3.7331e-02 5.1479e-07 8.9470e-02 2.3017e-02 1.8762e-01 9.5656e-02 9.3368e-01 8.2405e-02 9.8325e-01 8.2680e-02 -#> 447: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0628e+00 -1.0091e+00 -2.7695e-03 3.7473e-02 5.1656e-07 8.9568e-02 2.3030e-02 1.8757e-01 9.5575e-02 9.3379e-01 8.2386e-02 9.8306e-01 8.2690e-02 -#> 448: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0091e+00 -2.6293e-03 3.7498e-02 5.1814e-07 8.9776e-02 2.3052e-02 1.8762e-01 9.5422e-02 9.3373e-01 8.2372e-02 9.8274e-01 8.2685e-02 -#> 449: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0628e+00 -1.0092e+00 -2.5640e-03 3.7542e-02 5.1867e-07 8.9888e-02 2.3056e-02 1.8763e-01 9.5364e-02 9.3400e-01 8.2365e-02 9.8239e-01 8.2691e-02 -#> 450: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0093e+00 -2.5816e-03 3.7622e-02 5.1849e-07 9.0050e-02 2.3061e-02 1.8765e-01 9.5274e-02 9.3435e-01 8.2341e-02 9.8235e-01 8.2699e-02 -#> 451: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0627e+00 -1.0094e+00 -2.4837e-03 3.7631e-02 5.1931e-07 9.0177e-02 2.3053e-02 1.8766e-01 9.5103e-02 9.3459e-01 8.2322e-02 9.8226e-01 8.2715e-02 -#> 452: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0627e+00 -1.0094e+00 -2.4156e-03 3.7606e-02 5.1901e-07 9.0333e-02 2.3047e-02 1.8763e-01 9.4959e-02 9.3485e-01 8.2289e-02 9.8210e-01 8.2713e-02 -#> 453: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0093e+00 -2.4619e-03 3.7552e-02 5.1874e-07 9.0495e-02 2.3066e-02 1.8761e-01 9.4960e-02 9.3485e-01 8.2293e-02 9.8178e-01 8.2703e-02 -#> 454: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0627e+00 -1.0092e+00 -2.4816e-03 3.7514e-02 5.1835e-07 9.0606e-02 2.3073e-02 1.8754e-01 9.4896e-02 9.3491e-01 8.2277e-02 9.8154e-01 8.2696e-02 -#> 455: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0092e+00 -2.3708e-03 3.7457e-02 5.1742e-07 9.0715e-02 2.3099e-02 1.8756e-01 9.4804e-02 9.3481e-01 8.2272e-02 9.8122e-01 8.2688e-02 -#> 456: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0093e+00 -2.2313e-03 3.7409e-02 5.1680e-07 9.0906e-02 2.3131e-02 1.8743e-01 9.4814e-02 9.3476e-01 8.2261e-02 9.8108e-01 8.2694e-02 -#> 457: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0095e+00 -2.1182e-03 3.7342e-02 5.1630e-07 9.0986e-02 2.3158e-02 1.8733e-01 9.4843e-02 9.3488e-01 8.2244e-02 9.8094e-01 8.2700e-02 -#> 458: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0095e+00 -1.9242e-03 3.7244e-02 5.1605e-07 9.1085e-02 2.3168e-02 1.8720e-01 9.4820e-02 9.3509e-01 8.2228e-02 9.8093e-01 8.2703e-02 -#> 459: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0629e+00 -1.0095e+00 -1.7643e-03 3.7203e-02 5.1566e-07 9.1179e-02 2.3175e-02 1.8715e-01 9.4809e-02 9.3516e-01 8.2216e-02 9.8087e-01 8.2690e-02 -#> 460: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.5479e-03 3.7151e-02 5.1547e-07 9.1211e-02 2.3155e-02 1.8712e-01 9.4703e-02 9.3539e-01 8.2201e-02 9.8100e-01 8.2683e-02 -#> 461: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0630e+00 -1.0095e+00 -1.4993e-03 3.7111e-02 5.1446e-07 9.1225e-02 2.3159e-02 1.8705e-01 9.4569e-02 9.3555e-01 8.2183e-02 9.8078e-01 8.2680e-02 -#> 462: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.4890e-03 3.7056e-02 5.1361e-07 9.1446e-02 2.3158e-02 1.8694e-01 9.4494e-02 9.3557e-01 8.2171e-02 9.8058e-01 8.2688e-02 -#> 463: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.3999e-03 3.6996e-02 5.1319e-07 9.1659e-02 2.3176e-02 1.8695e-01 9.4436e-02 9.3570e-01 8.2153e-02 9.8053e-01 8.2686e-02 -#> 464: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0630e+00 -1.0095e+00 -1.1544e-03 3.6949e-02 5.1300e-07 9.1885e-02 2.3162e-02 1.8688e-01 9.4378e-02 9.3599e-01 8.2134e-02 9.8051e-01 8.2694e-02 -#> 465: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0630e+00 -1.0097e+00 -9.7372e-04 3.6943e-02 5.1235e-07 9.2014e-02 2.3136e-02 1.8692e-01 9.4288e-02 9.3605e-01 8.2141e-02 9.8053e-01 8.2693e-02 -#> 466: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0630e+00 -1.0097e+00 -9.2442e-04 3.6916e-02 5.1246e-07 9.2074e-02 2.3132e-02 1.8688e-01 9.4254e-02 9.3590e-01 8.2131e-02 9.8016e-01 8.2691e-02 -#> 467: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0631e+00 -1.0098e+00 -8.2540e-04 3.6928e-02 5.1340e-07 9.2164e-02 2.3141e-02 1.8690e-01 9.4382e-02 9.3620e-01 8.2106e-02 9.7996e-01 8.2705e-02 -#> 468: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0631e+00 -1.0097e+00 -7.3368e-04 3.6925e-02 5.1395e-07 9.2218e-02 2.3136e-02 1.8695e-01 9.4504e-02 9.3629e-01 8.2094e-02 9.7985e-01 8.2716e-02 -#> 469: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0630e+00 -1.0096e+00 -7.4343e-04 3.6891e-02 5.1401e-07 9.2204e-02 2.3114e-02 1.8700e-01 9.4639e-02 9.3643e-01 8.2078e-02 9.7996e-01 8.2709e-02 -#> 470: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0630e+00 -1.0096e+00 -7.8250e-04 3.6874e-02 5.1370e-07 9.2209e-02 2.3083e-02 1.8702e-01 9.4728e-02 9.3646e-01 8.2073e-02 9.7989e-01 8.2703e-02 -#> 471: 1.0186e+02 -4.1205e+00 -2.3480e+00 -4.0629e+00 -1.0095e+00 -1.0440e-03 3.6843e-02 5.1358e-07 9.2194e-02 2.3062e-02 1.8710e-01 9.4741e-02 9.3649e-01 8.2082e-02 9.8003e-01 8.2701e-02 -#> 472: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0096e+00 -9.5438e-04 3.6869e-02 5.1330e-07 9.2176e-02 2.3050e-02 1.8712e-01 9.4766e-02 9.3666e-01 8.2080e-02 9.7996e-01 8.2691e-02 -#> 473: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0096e+00 -8.2178e-04 3.6877e-02 5.1283e-07 9.2191e-02 2.3021e-02 1.8703e-01 9.4747e-02 9.3670e-01 8.2072e-02 9.8007e-01 8.2693e-02 -#> 474: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0096e+00 -7.0189e-04 3.6927e-02 5.1196e-07 9.2195e-02 2.2989e-02 1.8702e-01 9.4746e-02 9.3669e-01 8.2054e-02 9.8029e-01 8.2689e-02 -#> 475: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0095e+00 -7.1989e-04 3.6993e-02 5.1125e-07 9.2159e-02 2.2963e-02 1.8700e-01 9.4813e-02 9.3681e-01 8.2051e-02 9.8027e-01 8.2680e-02 -#> 476: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0096e+00 -7.1806e-04 3.7018e-02 5.1105e-07 9.2091e-02 2.2933e-02 1.8696e-01 9.4837e-02 9.3713e-01 8.2067e-02 9.8033e-01 8.2674e-02 -#> 477: 1.0186e+02 -4.1205e+00 -2.3479e+00 -4.0630e+00 -1.0097e+00 -7.3438e-04 3.6986e-02 5.1121e-07 9.2046e-02 2.2909e-02 1.8698e-01 9.4809e-02 9.3743e-01 8.2059e-02 9.8045e-01 8.2693e-02 -#> 478: 1.0186e+02 -4.1205e+00 -2.3478e+00 -4.0630e+00 -1.0096e+00 -7.9338e-04 3.6912e-02 5.1224e-07 9.2056e-02 2.2881e-02 1.8698e-01 9.4791e-02 9.3757e-01 8.2042e-02 9.8072e-01 8.2682e-02 -#> 479: 1.0186e+02 -4.1205e+00 -2.3476e+00 -4.0629e+00 -1.0096e+00 -8.6158e-04 3.6882e-02 5.1284e-07 9.2159e-02 2.2867e-02 1.8694e-01 9.4774e-02 9.3749e-01 8.2051e-02 9.8088e-01 8.2679e-02 -#> 480: 1.0186e+02 -4.1205e+00 -2.3474e+00 -4.0629e+00 -1.0096e+00 -1.1334e-03 3.6851e-02 5.1423e-07 9.2253e-02 2.2869e-02 1.8696e-01 9.4820e-02 9.3751e-01 8.2063e-02 9.8097e-01 8.2693e-02 -#> 481: 1.0186e+02 -4.1205e+00 -2.3470e+00 -4.0629e+00 -1.0096e+00 -1.2444e-03 3.6785e-02 5.1490e-07 9.2397e-02 2.2853e-02 1.8694e-01 9.4838e-02 9.3770e-01 8.2031e-02 9.8124e-01 8.2707e-02 -#> 482: 1.0186e+02 -4.1205e+00 -2.3467e+00 -4.0629e+00 -1.0095e+00 -1.3612e-03 3.6750e-02 5.1658e-07 9.2440e-02 2.2842e-02 1.8683e-01 9.4800e-02 9.3786e-01 8.2041e-02 9.8107e-01 8.2719e-02 -#> 483: 1.0186e+02 -4.1205e+00 -2.3467e+00 -4.0628e+00 -1.0096e+00 -1.5168e-03 3.6783e-02 5.1708e-07 9.2590e-02 2.2804e-02 1.8674e-01 9.4804e-02 9.3790e-01 8.2042e-02 9.8116e-01 8.2719e-02 -#> 484: 1.0186e+02 -4.1205e+00 -2.3466e+00 -4.0628e+00 -1.0097e+00 -1.5218e-03 3.6848e-02 5.1669e-07 9.2717e-02 2.2775e-02 1.8670e-01 9.4940e-02 9.3798e-01 8.2028e-02 9.8106e-01 8.2719e-02 -#> 485: 1.0186e+02 -4.1205e+00 -2.3464e+00 -4.0628e+00 -1.0097e+00 -1.4177e-03 3.6867e-02 5.1615e-07 9.2806e-02 2.2765e-02 1.8669e-01 9.5018e-02 9.3816e-01 8.2020e-02 9.8090e-01 8.2721e-02 -#> 486: 1.0186e+02 -4.1205e+00 -2.3462e+00 -4.0628e+00 -1.0098e+00 -1.5257e-03 3.6968e-02 5.1513e-07 9.3019e-02 2.2762e-02 1.8663e-01 9.5111e-02 9.3816e-01 8.2013e-02 9.8071e-01 8.2732e-02 -#> 487: 1.0186e+02 -4.1205e+00 -2.3460e+00 -4.0628e+00 -1.0097e+00 -1.7055e-03 3.7021e-02 5.1446e-07 9.3161e-02 2.2732e-02 1.8652e-01 9.5373e-02 9.3832e-01 8.1997e-02 9.8078e-01 8.2737e-02 -#> 488: 1.0186e+02 -4.1205e+00 -2.3459e+00 -4.0628e+00 -1.0097e+00 -1.8502e-03 3.7069e-02 5.1391e-07 9.3282e-02 2.2741e-02 1.8641e-01 9.5414e-02 9.3818e-01 8.2001e-02 9.8064e-01 8.2738e-02 -#> 489: 1.0186e+02 -4.1205e+00 -2.3458e+00 -4.0628e+00 -1.0097e+00 -1.9091e-03 3.7017e-02 5.1291e-07 9.3286e-02 2.2738e-02 1.8639e-01 9.5453e-02 9.3808e-01 8.1991e-02 9.8047e-01 8.2728e-02 -#> 490: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0628e+00 -1.0097e+00 -1.8766e-03 3.6969e-02 5.1220e-07 9.3297e-02 2.2728e-02 1.8635e-01 9.5468e-02 9.3793e-01 8.1988e-02 9.8034e-01 8.2726e-02 -#> 491: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0627e+00 -1.0097e+00 -1.7736e-03 3.6915e-02 5.1153e-07 9.3298e-02 2.2716e-02 1.8634e-01 9.5548e-02 9.3772e-01 8.2005e-02 9.8025e-01 8.2722e-02 -#> 492: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0627e+00 -1.0097e+00 -1.7747e-03 3.6877e-02 5.1077e-07 9.3336e-02 2.2697e-02 1.8635e-01 9.5593e-02 9.3778e-01 8.2001e-02 9.8013e-01 8.2725e-02 -#> 493: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0628e+00 -1.0094e+00 -1.6324e-03 3.6857e-02 5.1020e-07 9.3348e-02 2.2668e-02 1.8636e-01 9.5735e-02 9.3764e-01 8.1984e-02 9.8019e-01 8.2723e-02 -#> 494: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0629e+00 -1.0094e+00 -1.5393e-03 3.6842e-02 5.1022e-07 9.3359e-02 2.2649e-02 1.8637e-01 9.5812e-02 9.3739e-01 8.1982e-02 9.8033e-01 8.2708e-02 -#> 495: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0629e+00 -1.0094e+00 -1.5166e-03 3.6841e-02 5.1004e-07 9.3321e-02 2.2642e-02 1.8640e-01 9.5849e-02 9.3716e-01 8.1979e-02 9.8016e-01 8.2700e-02 -#> 496: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0630e+00 -1.0095e+00 -1.4947e-03 3.6841e-02 5.0969e-07 9.3236e-02 2.2646e-02 1.8640e-01 9.5916e-02 9.3719e-01 8.1963e-02 9.8028e-01 8.2702e-02 -#> 497: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0629e+00 -1.0094e+00 -1.4507e-03 3.6827e-02 5.0937e-07 9.3185e-02 2.2663e-02 1.8638e-01 9.5991e-02 9.3707e-01 8.1954e-02 9.8047e-01 8.2718e-02 -#> 498: 1.0186e+02 -4.1205e+00 -2.3459e+00 -4.0630e+00 -1.0094e+00 -1.2569e-03 3.6805e-02 5.0854e-07 9.3089e-02 2.2677e-02 1.8634e-01 9.5931e-02 9.3719e-01 8.1952e-02 9.8051e-01 8.2718e-02 -#> 499: 1.0186e+02 -4.1205e+00 -2.3460e+00 -4.0630e+00 -1.0093e+00 -1.0466e-03 3.6769e-02 5.0789e-07 9.3029e-02 2.2690e-02 1.8631e-01 9.5862e-02 9.3729e-01 8.1956e-02 9.8046e-01 8.2731e-02 -#> 500: 1.0186e+02 -4.1205e+00 -2.3464e+00 -4.0630e+00 -1.0093e+00 -7.3346e-04 3.6766e-02 5.0769e-07 9.3093e-02 2.2701e-02 1.8633e-01 9.5687e-02 9.3739e-01 8.1977e-02 9.8039e-01 8.2728e-02</div><div class='output co'>#> <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT"</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='input'><span class='co'># The following takes a very long time but gives</span> -<span class='va'>f_nlmixr_dfop_sfo_focei</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#> <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ creating full model...</span></div><div class='output co'>#> <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ calculate jacobian</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling inner model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#> </div><div class='output co'>#> <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#> <span class='message'>Needed Covariates:</span></div><div class='output co'>#> [1] "CMT" -#> <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation -#> F: Forward difference gradient approximation -#> C: Central difference gradient approximation -#> M: Mixed forward and central difference gradient approximation -#> Unscaled parameters for Omegas=chol(solve(omega)); -#> Diagonals are transformed, as specified by foceiControl(diagXform=) -#> |-----+---------------+-----------+-----------+-----------+-----------| -#> | #| Objective Fun | parent_0 | log_k_m1 |f_parent_qlogis | log_k1 | -#> |.....................| log_k2 | g_qlogis | sigma_low | rsd_high | -#> |.....................| o1 | o2 | o3 | o4 | -#> <span style='text-decoration: underline;'>|.....................| o5 | o6 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 1</span>| 496.98032 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 496.98032 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 496.98032</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | G| Gill Diff. | 57.10 | -0.1453 | -0.1275 | 0.2854 | -#> |.....................| -0.6156 | 0.007043 | -23.49 | -32.87 | -#> |.....................| 3.669 | -17.46 | -13.05 | -13.08 | -#> <span style='text-decoration: underline;'>|.....................| -16.16 | -9.766 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 2</span>| 3094.8373 | 0.2572 | -0.9978 | -0.9392 | -0.9714 | -#> |.....................| -0.9920 | -0.9233 | -0.6037 | -0.4942 | -#> |.....................| -0.9579 | -0.6658 | -0.7293 | -0.7310 | -#> <span style='text-decoration: underline;'>|.....................| -0.6848 | -0.7742 |...........|...........|</span> -#> | U| 3094.8373 | 26.15 | -4.052 | -0.9415 | -2.363 | -#> |.....................| -4.062 | -0.01133 | 0.8386 | 0.08074 | -#> |.....................| 0.6445 | 1.946 | 1.477 | 1.348 | -#> <span style='text-decoration: underline;'>|.....................| 1.794 | 1.297 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 3094.8373</span> | 26.15 | 0.01739 | 0.2806 | 0.09412 | -#> |.....................| 0.01721 | 0.4972 | 0.8386 | 0.08074 | -#> |.....................| 0.6445 | 1.946 | 1.477 | 1.348 | -#> <span style='text-decoration: underline;'>|.....................| 1.794 | 1.297 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 3</span>| 557.60681 | 0.9257 | -0.9995 | -0.9407 | -0.9680 | -#> |.....................| -0.9992 | -0.9232 | -0.8787 | -0.8790 | -#> |.....................| -0.9150 | -0.8703 | -0.8821 | -0.8842 | -#> <span style='text-decoration: underline;'>|.....................| -0.8739 | -0.8885 |...........|...........|</span> -#> | U| 557.60681 | 94.11 | -4.053 | -0.9430 | -2.360 | -#> |.....................| -4.069 | -0.01133 | 0.7386 | 0.06794 | -#> |.....................| 0.6735 | 1.622 | 1.284 | 1.172 | -#> <span style='text-decoration: underline;'>|.....................| 1.513 | 1.165 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 557.60681</span> | 94.11 | 0.01736 | 0.2803 | 0.09444 | -#> |.....................| 0.01709 | 0.4972 | 0.7386 | 0.06794 | -#> |.....................| 0.6735 | 1.622 | 1.284 | 1.172 | -#> <span style='text-decoration: underline;'>|.....................| 1.513 | 1.165 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 4</span>| 543.47785 | 0.9926 | -0.9997 | -0.9408 | -0.9677 | -#> |.....................| -0.9999 | -0.9232 | -0.9062 | -0.9175 | -#> |.....................| -0.9107 | -0.8907 | -0.8974 | -0.8995 | -#> <span style='text-decoration: underline;'>|.....................| -0.8929 | -0.9000 |...........|...........|</span> -#> | U| 543.47785 | 100.9 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7286 | 0.06666 | -#> |.....................| 0.6764 | 1.589 | 1.264 | 1.154 | -#> <span style='text-decoration: underline;'>|.....................| 1.485 | 1.152 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 543.47785</span> | 100.9 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7286 | 0.06666 | -#> |.....................| 0.6764 | 1.589 | 1.264 | 1.154 | -#> <span style='text-decoration: underline;'>|.....................| 1.485 | 1.152 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 5</span>| 544.09017 | 0.9993 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9089 | -0.9213 | -#> |.....................| -0.9103 | -0.8928 | -0.8990 | -0.9010 | -#> <span style='text-decoration: underline;'>|.....................| -0.8948 | -0.9011 |...........|...........|</span> -#> | U| 544.09017 | 101.6 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7276 | 0.06654 | -#> |.....................| 0.6767 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.09017</span> | 101.6 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7276 | 0.06654 | -#> |.....................| 0.6767 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 6</span>| 544.17109 | 0.9999 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8949 | -0.9012 |...........|...........|</span> -#> | U| 544.17109 | 101.6 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.17109</span> | 101.6 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 7</span>| 544.17937 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.17937 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.17937</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 8</span>| 544.18025 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18025 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18025</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 9</span>| 544.18033 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18033 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18033</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 10</span>| 544.18034 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18034 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18034</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 11</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 12</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 13</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 14</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 15</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 16</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> |<span style='font-weight: bold;'> 17</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 | -#> |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 | -#> |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 | -#> <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span> -#> | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 | -#> |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 | -#> |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 | -#> |.....................| 0.6768 | 1.586 | 1.262 | 1.152 | -#> <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span> -#> calculating covariance matrix -#> done</div><div class='output co'>#> <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#> <span class='message'>done</span></div><div class='output co'>#> <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#> <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#> <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#> <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_dfop_sfo_focei</span><span class='op'>$</span><span class='va'>nm</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#> </div><div class='output co'>#> df AIC -#> f_nlmixr_dfop_sfo_saem$nm 16 Inf -#> f_nlmixr_dfop_sfo_focei$nm 14 886.4573</div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_sfo</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_nlmixr_dfop_sfo_sfo' not found</span></div><div class='input'><span class='co'># }</span> - -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="co"># Generate five datasets following DFOP-SFO kinetics</span></span> +<span class="r-in"><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">1234</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.1</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k2_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"><span class="va">g_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.5</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_parent_to_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.3</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">pred_dfop_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k1</span>, <span class="va">k2</span>, <span class="va">g</span>, <span class="va">f_parent_to_m1</span>, <span class="va">k_m1</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1</span>, k2 <span class="op">=</span> <span class="va">k2</span>, g <span class="op">=</span> <span class="va">g</span>, f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1</span>, k_m1 <span class="op">=</span> <span class="va">k_m1</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="op">}</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">ds_mean_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k2 <span class="op">=</span> <span class="va">k2_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, g <span class="op">=</span> <span class="va">g_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>,</span> +<span class="r-in"> f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k_m1 <span class="op">=</span> <span class="va">k_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"ds"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">ds_syn_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span> +<span class="r-in"> sdfunc <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="fl">1</span><span class="op">^</span><span class="fl">2</span> <span class="op">+</span> <span class="va">value</span><span class="op">^</span><span class="fl">2</span> <span class="op">*</span> <span class="fl">0.07</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span>,</span> +<span class="r-in"> n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="co"># Evaluate using mmkin and nlmixr</span></span> +<span class="r-in"><span class="va">f_mmkin_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">dfop_sfo</span><span class="op">)</span>, <span class="va">ds_syn_dfop_sfo</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_saemix_dfop_sfo</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_nlme_dfop_sfo</span> <span class="op"><-</span> <span class="fu">mkin</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_saem</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span>, est <span class="op">=</span> <span class="st">"saem"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → generate SAEM model</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-out co"><span class="r-pr">#></span> 1: 99.5921 -3.9040 -2.1350 -3.7103 -2.0097 0.3217 6.6502 0.1520 0.5415 0.1995 0.3705 0.5588 7.9084 0.0824 7.5666 0.1777</span> +<span class="r-out co"><span class="r-pr">#></span> 2: 99.9835 -3.8650 -2.3586 -4.0306 -1.6536 0.0696 6.3177 0.1590 0.5144 0.1895 0.3520 0.5308 4.7746 0.0649 4.5667 0.0865</span> +<span class="r-out co"><span class="r-pr">#></span> 3: 1.0014e+02 -4.0173e+00 -2.3869e+00 -4.0840e+00 -1.2338e+00 3.4899e-02 6.0018e+00 1.5109e-01 4.8870e-01 1.8005e-01 3.3438e-01 5.0428e-01 2.8890e+00 7.0377e-02 2.9045e+00 9.5437e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 4: 1.0024e+02 -4.1414e+00 -2.4972e+00 -4.1082e+00 -1.0291e+00 -1.0684e-02 5.7017e+00 1.4354e-01 4.6427e-01 1.7105e-01 3.1766e-01 4.7907e-01 2.1715e+00 8.9921e-02 1.8765e+00 1.0403e-01</span> +<span class="r-out co"><span class="r-pr">#></span> 5: 1.0068e+02 -4.1132e+00 -2.4776e+00 -4.0576e+00 -1.0391e+00 -8.8738e-02 5.8192e+00 1.3636e-01 4.4106e-01 1.6249e-01 3.0177e-01 4.5512e-01 1.6349e+00 8.3197e-02 1.4947e+00 1.0221e-01</span> +<span class="r-out co"><span class="r-pr">#></span> 6: 1.0044e+02 -4.0883e+00 -2.3931e+00 -4.1068e+00 -9.5058e-01 -1.2696e-01 5.5283e+00 1.2954e-01 4.1900e-01 1.5437e-01 2.8669e-01 4.5581e-01 1.4126e+00 8.1219e-02 1.2286e+00 1.0043e-01</span> +<span class="r-out co"><span class="r-pr">#></span> 7: 1.0103e+02 -4.0833e+00 -2.4194e+00 -4.0894e+00 -9.8547e-01 5.2360e-03 9.8755e+00 1.2306e-01 3.9805e-01 1.4665e-01 2.7235e-01 5.3394e-01 1.3620e+00 7.9842e-02 1.0649e+00 1.0298e-01</span> +<span class="r-out co"><span class="r-pr">#></span> 8: 1.0106e+02 -4.0535e+00 -2.3489e+00 -4.0682e+00 -9.4455e-01 -9.4310e-02 9.3818e+00 1.1691e-01 3.7815e-01 1.3932e-01 2.5873e-01 5.0724e-01 1.2163e+00 7.0820e-02 1.0147e+00 9.2362e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 9: 1.0150e+02 -4.0498e+00 -2.4037e+00 -4.0719e+00 -9.3384e-01 -1.2384e-01 8.9127e+00 1.1107e-01 3.5924e-01 1.3235e-01 2.4580e-01 5.3463e-01 1.0849e+00 7.7513e-02 9.8295e-01 8.5927e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 10: 1.0089e+02 -4.0313e+00 -2.3670e+00 -4.0573e+00 -9.0269e-01 -1.6427e-01 8.4670e+00 1.0551e-01 3.4128e-01 1.2573e-01 2.3351e-01 5.4980e-01 1.1274e+00 7.6000e-02 9.8582e-01 8.9740e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 11: 1.0089e+02 -4.0664e+00 -2.3547e+00 -4.0554e+00 -9.3659e-01 -1.6900e-01 8.0437e+00 1.0024e-01 3.2422e-01 1.1945e-01 2.2183e-01 5.2231e-01 1.1513e+00 7.5801e-02 9.7638e-01 8.5324e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 12: 1.0067e+02 -4.0427e+00 -2.3729e+00 -4.0413e+00 -9.2169e-01 -2.0927e-01 8.6156e+00 9.5225e-02 3.0801e-01 1.1348e-01 2.1074e-01 6.0288e-01 1.1918e+00 7.4830e-02 9.1899e-01 8.7983e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 13: 1.0042e+02 -4.0387e+00 -2.3650e+00 -4.0623e+00 -9.3973e-01 -2.2277e-01 8.1848e+00 9.0463e-02 2.9260e-01 1.0780e-01 2.0020e-01 5.7274e-01 1.1022e+00 7.3652e-02 9.1657e-01 8.7973e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 14: 1.0020e+02 -4.0227e+00 -2.3586e+00 -4.0333e+00 -9.4451e-01 -1.8020e-01 7.7756e+00 8.5940e-02 2.7797e-01 1.0241e-01 1.9019e-01 5.4410e-01 1.0728e+00 8.0169e-02 7.8974e-01 9.0162e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 15: 1.0045e+02 -4.0209e+00 -2.3544e+00 -4.0187e+00 -8.9758e-01 -2.4348e-01 7.3868e+00 8.1643e-02 2.6408e-01 9.7291e-02 1.8068e-01 6.4534e-01 1.0287e+00 7.9387e-02 7.3357e-01 9.0858e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 16: 1.0061e+02 -4.0195e+00 -2.3678e+00 -4.0419e+00 -8.9130e-01 -2.4248e-01 7.0175e+00 7.7561e-02 2.5087e-01 9.2427e-02 1.7165e-01 6.7145e-01 1.0440e+00 7.9292e-02 8.4681e-01 8.5285e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 17: 1.0034e+02 -4.0298e+00 -2.3685e+00 -4.0637e+00 -8.9550e-01 -1.0712e-01 6.6666e+00 7.3683e-02 2.3833e-01 8.7805e-02 1.6307e-01 6.3788e-01 1.0827e+00 7.1441e-02 8.5278e-01 8.8090e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 18: 99.8774 -4.0600 -2.3805 -4.0726 -0.9545 -0.1196 6.3333 0.0700 0.2264 0.0834 0.1549 0.6060 1.0056 0.0751 0.8017 0.0877</span> +<span class="r-out co"><span class="r-pr">#></span> 19: 1.0055e+02 -4.0731e+00 -2.2711e+00 -4.0824e+00 -9.5827e-01 -5.9764e-02 6.0166e+00 6.6499e-02 2.1509e-01 7.9244e-02 1.4717e-01 5.7835e-01 9.3185e-01 7.9396e-02 8.2332e-01 9.1277e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 20: 1.0060e+02 -4.1023e+00 -2.2841e+00 -4.0757e+00 -9.7931e-01 -1.0440e-01 5.7158e+00 6.3174e-02 2.0434e-01 7.5282e-02 1.3981e-01 6.4675e-01 1.0006e+00 7.7840e-02 8.7958e-01 9.1512e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 21: 1.0095e+02 -4.0955e+00 -2.3274e+00 -4.1038e+00 -9.5611e-01 -5.2481e-02 5.8063e+00 6.0015e-02 1.9412e-01 7.1518e-02 1.3282e-01 6.4943e-01 1.0926e+00 7.2665e-02 9.0450e-01 8.6278e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 22: 1.0083e+02 -4.0789e+00 -2.3108e+00 -4.1074e+00 -9.6548e-01 -4.9665e-02 5.5160e+00 5.7014e-02 1.8441e-01 6.7942e-02 1.2618e-01 6.7304e-01 9.3297e-01 8.1042e-02 8.9206e-01 9.2336e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 23: 1.0114e+02 -4.0924e+00 -2.4027e+00 -4.0947e+00 -9.7291e-01 -5.0773e-02 5.2567e+00 5.4164e-02 1.7519e-01 6.5747e-02 1.1987e-01 7.3402e-01 9.7858e-01 8.2133e-02 8.4928e-01 8.8254e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 24: 1.0151e+02 -4.0787e+00 -2.3696e+00 -4.0712e+00 -9.5647e-01 -5.4136e-02 4.9938e+00 5.1456e-02 1.6643e-01 6.2460e-02 1.1388e-01 7.1847e-01 9.7548e-01 7.7691e-02 9.0418e-01 8.9115e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 25: 1.0158e+02 -4.0830e+00 -2.3384e+00 -4.0705e+00 -9.5727e-01 -8.4974e-02 4.7442e+00 4.8883e-02 1.5811e-01 5.9337e-02 1.0818e-01 6.8255e-01 1.0340e+00 7.4497e-02 9.0691e-01 9.0886e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 26: 1.0156e+02 -4.0784e+00 -2.3030e+00 -4.1027e+00 -9.5638e-01 -4.9456e-03 4.5069e+00 4.6439e-02 1.5021e-01 5.6370e-02 1.1189e-01 6.4842e-01 1.0537e+00 7.7612e-02 9.6725e-01 8.7824e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 27: 1.0198e+02 -4.0828e+00 -2.3006e+00 -4.0803e+00 -9.9402e-01 -8.3280e-02 4.2816e+00 4.4117e-02 1.4270e-01 5.3552e-02 1.3300e-01 6.1600e-01 9.1051e-01 7.7677e-02 9.5949e-01 8.6552e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 28: 1.0183e+02 -4.0871e+00 -2.2822e+00 -4.0596e+00 -9.9920e-01 -1.1469e-01 4.0675e+00 4.1911e-02 1.3556e-01 5.0874e-02 1.4021e-01 5.8520e-01 1.0294e+00 7.0917e-02 8.6440e-01 9.0301e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 29: 1.0171e+02 -4.0838e+00 -2.2606e+00 -4.0885e+00 -9.8937e-01 -6.6488e-02 4.3393e+00 3.9815e-02 1.2878e-01 4.8330e-02 1.3320e-01 5.5594e-01 1.0042e+00 8.1585e-02 8.5434e-01 8.6032e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 30: 1.0177e+02 -4.0861e+00 -2.2615e+00 -4.0670e+00 -9.9119e-01 -1.1322e-01 6.3058e+00 3.7825e-02 1.2942e-01 4.5914e-02 1.4223e-01 5.2814e-01 9.6301e-01 7.3336e-02 9.2366e-01 8.9276e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 31: 1.0160e+02 -4.0900e+00 -2.2455e+00 -4.0514e+00 -9.8754e-01 -2.2617e-01 5.9905e+00 3.5933e-02 1.2295e-01 4.3618e-02 1.3512e-01 5.2898e-01 1.0441e+00 7.6262e-02 1.0227e+00 8.3759e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 32: 1.0193e+02 -4.0967e+00 -2.2599e+00 -4.0295e+00 -9.8917e-01 -1.6626e-01 5.6910e+00 3.4137e-02 1.2620e-01 4.1437e-02 1.4303e-01 5.0253e-01 9.8083e-01 7.4136e-02 1.0031e+00 8.5124e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 33: 1.0215e+02 -4.0713e+00 -2.2563e+00 -4.0313e+00 -9.7361e-01 -1.8246e-01 5.4065e+00 3.2430e-02 1.1989e-01 3.9365e-02 1.5371e-01 4.7741e-01 9.6935e-01 8.0491e-02 9.7610e-01 8.0590e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 34: 1.0251e+02 -4.0707e+00 -2.2635e+00 -4.0387e+00 -9.2149e-01 -1.3452e-01 6.3940e+00 3.0808e-02 1.1389e-01 3.7397e-02 1.6720e-01 4.5354e-01 9.2449e-01 7.4355e-02 1.0505e+00 8.3049e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 35: 1.0278e+02 -4.0579e+00 -2.2877e+00 -4.0289e+00 -9.6632e-01 -1.2910e-01 6.0743e+00 2.9268e-02 1.0820e-01 3.5527e-02 1.7242e-01 4.3086e-01 1.0129e+00 7.3224e-02 1.0035e+00 7.9411e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 36: 1.0283e+02 -4.0771e+00 -2.2977e+00 -4.0108e+00 -9.5228e-01 -2.1781e-01 5.7706e+00 2.7805e-02 1.0279e-01 3.3751e-02 1.7034e-01 4.0932e-01 9.0249e-01 7.9917e-02 9.4562e-01 8.2391e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 37: 1.0228e+02 -4.0442e+00 -2.3061e+00 -4.0150e+00 -9.5376e-01 -1.4873e-01 5.4821e+00 2.6414e-02 9.7651e-02 3.2063e-02 1.7772e-01 3.8885e-01 9.0446e-01 8.1418e-02 9.7276e-01 8.3331e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 38: 1.0220e+02 -4.0454e+00 -2.3204e+00 -4.0207e+00 -9.3198e-01 -1.9324e-01 5.2080e+00 2.5094e-02 1.0946e-01 3.0460e-02 1.6883e-01 3.6941e-01 8.9159e-01 7.8645e-02 9.5848e-01 8.2734e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 39: 1.0193e+02 -4.0306e+00 -2.2926e+00 -4.0131e+00 -9.3448e-01 -2.1869e-01 6.7005e+00 2.3839e-02 1.0399e-01 2.8937e-02 1.6039e-01 3.5571e-01 9.0078e-01 7.8982e-02 9.3495e-01 8.3462e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 40: 1.0217e+02 -4.0463e+00 -2.2823e+00 -4.0209e+00 -9.2912e-01 -2.3580e-01 8.7857e+00 2.2647e-02 9.8789e-02 2.7490e-02 1.5418e-01 3.3792e-01 8.5126e-01 7.8849e-02 9.5510e-01 8.3011e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 41: 1.0210e+02 -4.0564e+00 -2.2213e+00 -4.0041e+00 -9.4137e-01 -2.4103e-01 9.2761e+00 2.1515e-02 9.5179e-02 2.6116e-02 1.4795e-01 3.9870e-01 9.8312e-01 7.1947e-02 1.0015e+00 8.1407e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 42: 1.0201e+02 -4.0204e+00 -2.2598e+00 -3.9984e+00 -9.4412e-01 -2.6838e-01 8.8123e+00 2.0439e-02 9.0420e-02 2.4810e-02 1.5013e-01 4.0334e-01 9.5583e-01 7.5617e-02 9.5131e-01 8.2343e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 43: 1.0244e+02 -4.0107e+00 -2.2178e+00 -3.9923e+00 -9.4481e-01 -3.1831e-01 8.3717e+00 1.9417e-02 9.5791e-02 2.3569e-02 1.5440e-01 4.8194e-01 9.4582e-01 7.4374e-02 9.7798e-01 8.3391e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 44: 1.0211e+02 -4.0193e+00 -2.2379e+00 -3.9784e+00 -9.2192e-01 -3.0224e-01 7.9531e+00 1.8446e-02 9.1002e-02 2.6623e-02 1.4668e-01 4.5785e-01 9.4162e-01 7.4503e-02 9.3229e-01 7.8428e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 45: 1.0183e+02 -4.0198e+00 -2.2150e+00 -3.9966e+00 -9.6219e-01 -3.0236e-01 7.5554e+00 1.7524e-02 8.6452e-02 2.8045e-02 1.4346e-01 4.3495e-01 9.3318e-01 7.5937e-02 9.4917e-01 8.2946e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 46: 1.0132e+02 -4.0245e+00 -2.2215e+00 -3.9954e+00 -9.4368e-01 -2.6878e-01 7.1777e+00 1.6648e-02 9.5839e-02 2.6909e-02 1.4633e-01 4.1321e-01 9.7698e-01 7.1947e-02 9.6599e-01 8.3812e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 47: 1.0138e+02 -4.0076e+00 -2.2741e+00 -4.0047e+00 -9.0608e-01 -2.2839e-01 6.8188e+00 1.5815e-02 9.2192e-02 2.5563e-02 1.6160e-01 3.9255e-01 9.3678e-01 7.4216e-02 1.0295e+00 7.9396e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 48: 1.0102e+02 -4.0235e+00 -2.2764e+00 -4.0123e+00 -9.1050e-01 -2.0555e-01 6.4778e+00 1.5024e-02 8.7583e-02 2.4285e-02 1.6368e-01 3.7292e-01 9.2204e-01 7.6976e-02 1.0289e+00 8.1381e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 49: 1.0074e+02 -4.0407e+00 -2.2583e+00 -4.0142e+00 -9.2682e-01 -2.5941e-01 6.1540e+00 1.4273e-02 8.3203e-02 2.3071e-02 1.8251e-01 3.5427e-01 9.0436e-01 7.4192e-02 1.0237e+00 8.2178e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 50: 1.0046e+02 -4.0626e+00 -2.2464e+00 -4.0201e+00 -9.3021e-01 -2.6983e-01 5.8463e+00 1.4303e-02 7.9043e-02 2.3395e-02 1.7339e-01 3.3846e-01 9.1334e-01 7.8046e-02 9.5881e-01 8.1223e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 51: 1.0022e+02 -4.0414e+00 -2.2373e+00 -4.0107e+00 -9.2183e-01 -2.6371e-01 5.8667e+00 1.8681e-02 7.5091e-02 2.2225e-02 1.6472e-01 3.7327e-01 9.4906e-01 8.0171e-02 1.0278e+00 8.7157e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 52: 1.0059e+02 -4.0444e+00 -2.2676e+00 -4.0263e+00 -9.1269e-01 -2.1748e-01 5.5734e+00 1.7747e-02 7.1337e-02 2.1114e-02 1.5648e-01 3.5461e-01 8.6417e-01 8.2918e-02 1.0332e+00 8.1690e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 53: 1.0071e+02 -4.0384e+00 -2.2530e+00 -4.0171e+00 -9.2997e-01 -2.5319e-01 5.2947e+00 1.6860e-02 6.7770e-02 2.0058e-02 1.6621e-01 3.3688e-01 8.9792e-01 7.8990e-02 1.0230e+00 7.9862e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 54: 1.0067e+02 -4.0271e+00 -2.2540e+00 -4.0251e+00 -9.2151e-01 -2.2197e-01 5.0300e+00 1.6017e-02 6.4381e-02 1.9055e-02 1.7025e-01 3.2003e-01 8.7999e-01 8.0187e-02 1.0487e+00 8.1091e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 55: 1.0083e+02 -4.0326e+00 -2.2090e+00 -4.0230e+00 -9.2078e-01 -2.4936e-01 4.8429e+00 1.5216e-02 6.1162e-02 1.8103e-02 1.7211e-01 3.0403e-01 8.8923e-01 8.2248e-02 1.0522e+00 8.0777e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 56: 1.0082e+02 -4.0284e+00 -2.2350e+00 -4.0083e+00 -8.9532e-01 -1.9565e-01 5.3306e+00 1.4455e-02 5.8104e-02 1.7197e-02 1.6350e-01 2.8883e-01 8.7438e-01 7.9530e-02 1.0748e+00 7.9892e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 57: 1.0089e+02 -4.0118e+00 -2.2585e+00 -3.9924e+00 -9.5279e-01 -2.7691e-01 5.4228e+00 1.3733e-02 5.5199e-02 1.6338e-02 1.9088e-01 2.7439e-01 9.3164e-01 8.0286e-02 1.1149e+00 8.3224e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 58: 1.0103e+02 -4.0117e+00 -2.2470e+00 -3.9628e+00 -9.5632e-01 -3.1385e-01 5.1517e+00 1.3046e-02 6.2482e-02 1.5521e-02 1.8744e-01 2.8144e-01 9.6857e-01 8.0586e-02 1.0149e+00 8.0615e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 59: 1.0110e+02 -4.0400e+00 -2.2319e+00 -3.9749e+00 -9.3280e-01 -3.1491e-01 4.8941e+00 1.4375e-02 7.6521e-02 1.9982e-02 1.8994e-01 2.6736e-01 9.9294e-01 7.6723e-02 9.8321e-01 8.4135e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 60: 1.0135e+02 -4.0401e+00 -2.2969e+00 -4.0006e+00 -9.3649e-01 -2.7105e-01 4.6494e+00 1.5352e-02 7.2695e-02 1.8983e-02 1.8339e-01 2.5400e-01 9.7671e-01 8.0731e-02 1.0344e+00 8.4798e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 61: 1.0139e+02 -4.0447e+00 -2.3267e+00 -4.0036e+00 -9.2609e-01 -2.4279e-01 4.4169e+00 1.4584e-02 6.9060e-02 1.8034e-02 1.7844e-01 2.4130e-01 9.4921e-01 8.1065e-02 1.0031e+00 8.2364e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 62: 1.0187e+02 -4.0605e+00 -2.2435e+00 -4.0093e+00 -9.4594e-01 -2.2911e-01 4.1961e+00 1.3855e-02 6.5607e-02 2.0229e-02 1.6951e-01 2.2923e-01 8.5507e-01 8.5043e-02 1.0003e+00 8.4881e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 63: 1.0181e+02 -4.0665e+00 -2.2106e+00 -3.9954e+00 -9.5259e-01 -2.2539e-01 3.9863e+00 1.3162e-02 6.2327e-02 1.9217e-02 2.0722e-01 2.1777e-01 9.2699e-01 7.9303e-02 9.8900e-01 8.5477e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 64: 1.0178e+02 -4.0641e+00 -2.2152e+00 -3.9904e+00 -9.7044e-01 -2.2671e-01 3.8289e+00 1.2504e-02 5.9210e-02 1.8256e-02 2.1010e-01 2.0688e-01 8.6741e-01 8.9748e-02 9.9564e-01 8.6675e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 65: 1.0149e+02 -4.0871e+00 -2.2063e+00 -4.0000e+00 -9.7253e-01 -2.0360e-01 3.6375e+00 1.1879e-02 5.8060e-02 1.7344e-02 2.3758e-01 1.9654e-01 9.1092e-01 8.6259e-02 1.0674e+00 8.6171e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 66: 1.0131e+02 -4.0863e+00 -2.2283e+00 -4.0026e+00 -9.6884e-01 -2.2153e-01 3.4556e+00 1.1285e-02 5.5157e-02 1.6476e-02 2.5128e-01 1.8671e-01 9.2512e-01 7.7687e-02 1.0847e+00 8.2689e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 67: 1.0124e+02 -4.0691e+00 -2.2261e+00 -4.0021e+00 -9.2647e-01 -2.9309e-01 3.2828e+00 1.0721e-02 5.2400e-02 1.5653e-02 2.3872e-01 1.7738e-01 8.3514e-01 8.7680e-02 1.0093e+00 8.1515e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 68: 1.0160e+02 -4.0653e+00 -2.2627e+00 -3.9685e+00 -9.5325e-01 -2.9870e-01 3.1187e+00 1.0185e-02 5.0455e-02 1.6013e-02 2.2678e-01 1.6851e-01 9.3016e-01 8.4873e-02 1.0357e+00 8.0066e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 69: 1.0154e+02 -4.0667e+00 -2.2536e+00 -3.9686e+00 -9.8329e-01 -2.1749e-01 2.9628e+00 9.6753e-03 4.7932e-02 1.6408e-02 2.1544e-01 1.6008e-01 9.4932e-01 8.5396e-02 1.0298e+00 8.2915e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 70: 1.0140e+02 -4.0718e+00 -2.2809e+00 -4.0031e+00 -9.7818e-01 -1.5912e-01 2.8146e+00 1.2376e-02 4.5536e-02 1.5606e-02 2.0467e-01 1.5208e-01 9.8171e-01 8.4966e-02 1.0881e+00 8.4583e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 71: 1.0119e+02 -4.0810e+00 -2.2832e+00 -3.9945e+00 -9.7859e-01 -1.6288e-01 2.6739e+00 1.1757e-02 4.3259e-02 2.2477e-02 1.9444e-01 1.4447e-01 9.2355e-01 8.4027e-02 1.0557e+00 8.3942e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 72: 1.0133e+02 -4.0904e+00 -2.2582e+00 -4.0034e+00 -1.0103e+00 -1.9818e-01 2.5402e+00 1.1169e-02 6.0710e-02 2.4943e-02 1.8472e-01 1.3725e-01 8.8530e-01 8.8313e-02 9.6043e-01 8.6565e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 73: 1.0081e+02 -4.0852e+00 -2.2408e+00 -4.0324e+00 -9.8147e-01 -2.0245e-01 2.4132e+00 1.0611e-02 6.0672e-02 2.3696e-02 1.7586e-01 1.5058e-01 9.8632e-01 8.0072e-02 1.0754e+00 8.4211e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 74: 1.0096e+02 -4.0784e+00 -2.2415e+00 -4.0085e+00 -9.6374e-01 -2.1820e-01 2.2925e+00 1.0080e-02 7.8175e-02 2.2511e-02 2.0451e-01 1.4305e-01 9.7218e-01 7.5856e-02 1.0703e+00 8.2684e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 75: 1.0059e+02 -4.0614e+00 -2.2571e+00 -4.0069e+00 -9.6858e-01 -2.2415e-01 2.1779e+00 9.5763e-03 7.4266e-02 2.1385e-02 2.0050e-01 1.3590e-01 9.4625e-01 8.3873e-02 1.0545e+00 8.0628e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 76: 1.0071e+02 -4.0570e+00 -2.2509e+00 -4.0111e+00 -9.4159e-01 -2.0936e-01 2.0690e+00 9.0975e-03 1.0546e-01 2.0316e-02 1.9048e-01 1.2911e-01 9.1139e-01 8.4290e-02 1.0164e+00 8.0587e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 77: 1.0056e+02 -4.0315e+00 -2.2434e+00 -4.0068e+00 -9.1913e-01 -2.0655e-01 1.9656e+00 8.6426e-03 1.2867e-01 1.9300e-02 1.8971e-01 1.5112e-01 9.1748e-01 8.0221e-02 1.0080e+00 8.2126e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 78: 1.0054e+02 -4.0350e+00 -2.2335e+00 -4.0109e+00 -9.4315e-01 -1.7472e-01 2.6310e+00 8.2105e-03 1.3206e-01 1.8867e-02 2.0835e-01 1.8443e-01 9.7893e-01 7.9595e-02 1.0622e+00 8.3669e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 79: 1.0036e+02 -4.0500e+00 -2.2739e+00 -4.0223e+00 -9.6070e-01 -1.8756e-01 2.5665e+00 7.7999e-03 1.2546e-01 1.7924e-02 1.9794e-01 2.0106e-01 9.4360e-01 8.0070e-02 1.0209e+00 8.4807e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 80: 1.0030e+02 -4.0522e+00 -2.2890e+00 -4.0149e+00 -9.2615e-01 -2.1233e-01 2.4382e+00 7.4099e-03 1.2570e-01 1.7028e-02 1.8804e-01 2.4730e-01 9.6559e-01 8.0105e-02 1.0382e+00 7.9028e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 81: 1.0004e+02 -4.0462e+00 -2.2766e+00 -4.0158e+00 -9.0841e-01 -2.3731e-01 3.0663e+00 7.0394e-03 1.2300e-01 1.6176e-02 1.7864e-01 2.3493e-01 8.8273e-01 8.0620e-02 1.0835e+00 7.9915e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 82: 1.0015e+02 -4.0106e+00 -2.2696e+00 -3.9845e+00 -9.2535e-01 -2.7387e-01 2.9130e+00 6.6875e-03 1.5058e-01 1.5368e-02 1.6971e-01 2.4826e-01 1.0039e+00 7.8035e-02 1.1181e+00 8.5136e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 83: 1.0019e+02 -4.0111e+00 -2.2266e+00 -3.9884e+00 -8.8579e-01 -2.3822e-01 2.7674e+00 6.3531e-03 1.9061e-01 1.4599e-02 1.6122e-01 2.3585e-01 1.0256e+00 8.1065e-02 1.0988e+00 8.4111e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 84: 99.9333 -4.0014 -2.2848 -3.9877 -0.8906 -0.2014 2.6290 0.0060 0.2388 0.0139 0.1532 0.2628 0.9936 0.0809 1.1059 0.0847</span> +<span class="r-out co"><span class="r-pr">#></span> 85: 99.6658 -4.0093 -2.2848 -3.9884 -0.8922 -0.2517 2.4976 0.0057 0.2269 0.0132 0.1455 0.2920 0.9705 0.0823 1.0458 0.0834</span> +<span class="r-out co"><span class="r-pr">#></span> 86: 99.8823 -4.0064 -2.2659 -4.0038 -0.9174 -0.1848 2.3727 0.0054 0.2155 0.0125 0.1382 0.2774 0.9699 0.0796 0.9808 0.0839</span> +<span class="r-out co"><span class="r-pr">#></span> 87: 1.0051e+02 -4.0156e+00 -2.2877e+00 -4.0160e+00 -8.9867e-01 -1.3463e-01 2.3477e+00 6.2688e-03 2.0474e-01 1.1891e-02 1.4859e-01 2.6352e-01 9.0742e-01 7.8361e-02 1.0082e+00 8.1020e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 88: 1.0036e+02 -4.0013e+00 -2.2738e+00 -4.0184e+00 -9.1589e-01 -1.4154e-01 3.0581e+00 7.7930e-03 2.5551e-01 1.1297e-02 1.4116e-01 2.5035e-01 9.8581e-01 7.6769e-02 9.7255e-01 8.8653e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 89: 1.0031e+02 -4.0155e+00 -2.3418e+00 -4.0080e+00 -8.8958e-01 -1.4006e-01 3.3754e+00 7.4891e-03 2.4274e-01 1.2919e-02 1.3411e-01 2.3783e-01 8.9921e-01 8.3685e-02 9.2657e-01 8.1804e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 90: 1.0044e+02 -4.0279e+00 -2.3328e+00 -4.0081e+00 -9.1868e-01 -1.3077e-01 3.6776e+00 1.1221e-02 2.3380e-01 1.2419e-02 1.4247e-01 2.2594e-01 8.8620e-01 8.0520e-02 9.0269e-01 8.2413e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 91: 1.0007e+02 -4.0329e+00 -2.3865e+00 -4.0145e+00 -8.9566e-01 -1.2400e-01 3.7450e+00 1.0660e-02 2.2211e-01 1.3667e-02 1.3534e-01 2.1539e-01 9.5638e-01 8.0235e-02 9.4346e-01 8.5828e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 92: 1.0025e+02 -4.0506e+00 -2.3252e+00 -4.0445e+00 -9.2023e-01 -5.6654e-02 3.9282e+00 1.0127e-02 2.4912e-01 1.2984e-02 1.4349e-01 2.6955e-01 9.6021e-01 7.7975e-02 9.1878e-01 8.6695e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 93: 1.0091e+02 -4.0566e+00 -2.2760e+00 -4.0422e+00 -9.2960e-01 -5.8179e-02 3.7318e+00 9.6210e-03 2.6385e-01 1.3422e-02 1.5136e-01 2.5607e-01 9.7012e-01 7.7323e-02 1.0157e+00 8.6123e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 94: 1.0045e+02 -4.0682e+00 -2.3163e+00 -4.0391e+00 -9.3398e-01 -1.0367e-01 4.0009e+00 9.1399e-03 2.5066e-01 1.2751e-02 1.6029e-01 2.9867e-01 9.1442e-01 8.0048e-02 9.7607e-01 8.5436e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 95: 1.0029e+02 -4.0790e+00 -2.2791e+00 -4.0470e+00 -9.4031e-01 -7.2610e-02 3.8008e+00 8.6829e-03 2.3813e-01 1.2114e-02 1.5227e-01 2.8373e-01 8.9105e-01 8.2168e-02 9.5542e-01 8.5308e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 96: 1.0017e+02 -4.0818e+00 -2.3204e+00 -4.0507e+00 -9.2181e-01 -7.5195e-02 3.6108e+00 8.2488e-03 2.2622e-01 1.1508e-02 1.5273e-01 2.6955e-01 9.3179e-01 7.7026e-02 1.0092e+00 8.4966e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 97: 1.0007e+02 -4.0721e+00 -2.3606e+00 -4.0453e+00 -9.4375e-01 -7.2811e-02 3.4303e+00 1.0904e-02 2.1585e-01 1.2641e-02 1.8282e-01 2.5788e-01 9.3750e-01 8.0427e-02 9.3193e-01 8.3262e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 98: 1.0024e+02 -4.1025e+00 -2.3916e+00 -4.0401e+00 -9.6711e-01 -6.7764e-02 3.2587e+00 1.0359e-02 2.0506e-01 1.8712e-02 1.9260e-01 2.4499e-01 1.0086e+00 7.7282e-02 9.6010e-01 8.1760e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 99: 1.0024e+02 -4.0755e+00 -2.3237e+00 -4.0581e+00 -9.5543e-01 -8.1716e-02 3.0958e+00 9.8408e-03 1.9481e-01 1.7973e-02 1.8297e-01 2.5653e-01 8.6589e-01 7.7940e-02 9.2919e-01 8.4396e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 100: 1.0039e+02 -4.0828e+00 -2.2976e+00 -4.0616e+00 -9.8223e-01 -8.5593e-02 3.9873e+00 9.3488e-03 1.8507e-01 1.8837e-02 1.7382e-01 2.4370e-01 8.6471e-01 8.4021e-02 9.4587e-01 8.1697e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 101: 1.0089e+02 -4.0738e+00 -2.3406e+00 -4.0465e+00 -9.4824e-01 -4.4055e-02 5.2624e+00 8.8814e-03 1.8051e-01 1.7896e-02 1.6513e-01 2.3288e-01 8.4179e-01 8.2487e-02 8.8097e-01 8.1625e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 102: 1.0090e+02 -4.0777e+00 -2.3244e+00 -4.0500e+00 -9.4069e-01 -5.2554e-02 5.5339e+00 8.4373e-03 1.7148e-01 1.7001e-02 1.5688e-01 2.2124e-01 9.0419e-01 7.8446e-02 9.4721e-01 8.0896e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 103: 1.0067e+02 -4.0658e+00 -2.3188e+00 -4.0312e+00 -9.5981e-01 -7.3735e-02 7.0281e+00 8.0154e-03 1.6291e-01 1.6151e-02 1.7019e-01 2.1018e-01 9.3631e-01 8.1516e-02 9.8773e-01 8.0587e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 104: 1.0015e+02 -4.0729e+00 -2.3830e+00 -4.0458e+00 -9.4446e-01 -5.0075e-02 6.6767e+00 7.6147e-03 1.5476e-01 1.5343e-02 1.6822e-01 1.9967e-01 8.2373e-01 8.3029e-02 9.6909e-01 7.9505e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 105: 1.0022e+02 -4.0888e+00 -2.3301e+00 -4.0411e+00 -9.5279e-01 -1.1412e-01 6.3429e+00 7.2339e-03 1.4702e-01 1.4576e-02 1.8886e-01 2.2088e-01 9.2925e-01 7.3020e-02 1.0450e+00 8.6511e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 106: 1.0013e+02 -4.0846e+00 -2.3428e+00 -4.0530e+00 -9.1649e-01 -8.1899e-02 6.0257e+00 6.8722e-03 1.3967e-01 1.8939e-02 1.8350e-01 2.1970e-01 9.4571e-01 8.6259e-02 8.8509e-01 8.1023e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 107: 1.0026e+02 -4.0954e+00 -2.3362e+00 -4.0586e+00 -9.6302e-01 -8.0898e-03 5.7244e+00 6.5286e-03 1.3269e-01 2.2595e-02 2.0043e-01 2.4151e-01 8.8882e-01 8.8155e-02 8.2466e-01 8.5467e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 108: 1.0109e+02 -4.0796e+00 -2.3980e+00 -4.0841e+00 -9.5525e-01 2.0583e-02 5.4382e+00 6.2022e-03 1.2606e-01 3.4423e-02 2.2509e-01 2.3732e-01 9.0211e-01 8.1331e-02 9.2728e-01 8.4409e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 109: 1.0091e+02 -4.0872e+00 -2.3614e+00 -4.0620e+00 -9.5950e-01 -1.8283e-02 5.1663e+00 6.1750e-03 1.1975e-01 3.2702e-02 2.1384e-01 2.2546e-01 9.7296e-01 7.7298e-02 9.7366e-01 8.3784e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 110: 1.0137e+02 -4.0637e+00 -2.3734e+00 -4.0781e+00 -9.3874e-01 -6.0140e-03 4.9080e+00 6.5148e-03 1.1376e-01 3.1066e-02 2.0314e-01 2.3943e-01 9.2451e-01 8.4473e-02 9.7311e-01 8.4958e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 111: 1.0181e+02 -4.0588e+00 -2.3200e+00 -4.0792e+00 -9.9395e-01 -3.1776e-02 4.6626e+00 9.9112e-03 1.0808e-01 4.1755e-02 1.9299e-01 2.9896e-01 1.0697e+00 7.1561e-02 1.0062e+00 8.8034e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 112: 1.0222e+02 -4.0566e+00 -2.3525e+00 -4.0607e+00 -9.6055e-01 -6.3691e-02 4.4850e+00 9.4157e-03 1.0267e-01 4.0540e-02 1.8334e-01 3.5699e-01 1.0213e+00 7.5944e-02 1.0070e+00 8.3434e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 113: 1.0189e+02 -4.0478e+00 -2.3774e+00 -4.0434e+00 -9.6638e-01 -6.7729e-02 5.1753e+00 8.9449e-03 9.7539e-02 3.8513e-02 2.0339e-01 3.4044e-01 9.5484e-01 7.7854e-02 9.8545e-01 8.1852e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 114: 1.0225e+02 -4.0334e+00 -2.3728e+00 -4.0502e+00 -9.4795e-01 -7.3569e-02 4.9165e+00 8.8152e-03 9.2662e-02 3.7310e-02 2.0002e-01 3.2342e-01 9.3586e-01 8.1063e-02 9.5652e-01 8.3067e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 115: 1.0196e+02 -4.0302e+00 -2.3599e+00 -4.0812e+00 -9.6783e-01 7.1536e-03 4.8473e+00 9.4780e-03 1.0791e-01 3.7184e-02 1.9002e-01 3.0725e-01 9.1488e-01 7.6079e-02 1.0104e+00 8.7136e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 116: 1.0150e+02 -4.0420e+00 -2.3637e+00 -4.0535e+00 -9.4545e-01 -7.6387e-02 4.6049e+00 9.6408e-03 1.0251e-01 3.8115e-02 1.8052e-01 2.9189e-01 9.0583e-01 8.2597e-02 9.5680e-01 8.1246e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 117: 1.0161e+02 -4.0606e+00 -2.3853e+00 -4.0750e+00 -9.7273e-01 -2.7338e-03 4.3747e+00 9.1587e-03 9.7386e-02 3.7863e-02 1.8701e-01 2.7729e-01 8.4511e-01 8.4164e-02 9.4149e-01 8.0525e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 118: 1.0174e+02 -4.0727e+00 -2.3776e+00 -4.0850e+00 -9.6982e-01 -1.2188e-03 4.1560e+00 8.7008e-03 9.2516e-02 4.9300e-02 2.1364e-01 2.6343e-01 9.5447e-01 8.6627e-02 9.1835e-01 8.1284e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 119: 1.0141e+02 -4.0887e+00 -2.3138e+00 -4.0772e+00 -9.9409e-01 -5.0120e-02 3.9482e+00 8.2658e-03 8.7891e-02 4.6835e-02 2.5364e-01 2.5026e-01 9.4576e-01 8.4355e-02 9.5762e-01 8.5430e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 120: 1.0116e+02 -4.1014e+00 -2.3328e+00 -4.0418e+00 -9.7139e-01 -8.9664e-02 3.7508e+00 7.8525e-03 8.3496e-02 4.4493e-02 2.4096e-01 2.3774e-01 9.2816e-01 8.5558e-02 9.7817e-01 8.5169e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 121: 1.0099e+02 -4.0876e+00 -2.3277e+00 -4.0746e+00 -9.5453e-01 -2.6752e-02 3.5632e+00 7.4598e-03 7.9321e-02 4.2269e-02 2.2891e-01 2.2586e-01 8.9613e-01 8.0488e-02 9.7590e-01 8.4798e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 122: 1.0171e+02 -4.0620e+00 -2.3349e+00 -4.0659e+00 -9.4420e-01 -1.6907e-02 3.3851e+00 7.0869e-03 8.8424e-02 4.0155e-02 2.1747e-01 2.1456e-01 9.0159e-01 7.8017e-02 9.8579e-01 8.4585e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 123: 1.0191e+02 -4.0708e+00 -2.3487e+00 -4.0827e+00 -9.5025e-01 -5.7459e-03 3.2158e+00 6.7325e-03 1.0499e-01 3.8147e-02 2.0659e-01 2.0384e-01 9.6378e-01 7.4758e-02 9.6268e-01 8.4712e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 124: 1.0224e+02 -4.0798e+00 -2.2989e+00 -4.0724e+00 -9.8452e-01 -3.1802e-02 3.0550e+00 6.3959e-03 9.9739e-02 3.6240e-02 1.9626e-01 1.9364e-01 9.4424e-01 7.4219e-02 9.9842e-01 8.4793e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 125: 1.0242e+02 -4.0710e+00 -2.3242e+00 -4.0661e+00 -1.0094e+00 -2.9970e-02 2.9023e+00 6.0761e-03 9.4752e-02 3.6130e-02 1.8645e-01 1.8396e-01 9.2576e-01 8.0533e-02 9.9407e-01 8.1660e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 126: 1.0254e+02 -4.0685e+00 -2.3356e+00 -4.0599e+00 -1.0031e+00 4.0250e-03 2.7571e+00 5.7723e-03 1.0658e-01 3.4324e-02 1.7971e-01 1.7476e-01 9.4870e-01 7.4027e-02 9.2757e-01 8.3091e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 127: 1.0270e+02 -4.0492e+00 -2.3174e+00 -4.0476e+00 -9.9898e-01 -6.3197e-02 2.6193e+00 5.4837e-03 1.0746e-01 3.2607e-02 1.7072e-01 1.6603e-01 9.0721e-01 7.7941e-02 9.4624e-01 8.1077e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 128: 1.0284e+02 -4.0582e+00 -2.2991e+00 -4.0331e+00 -9.9114e-01 -5.6800e-02 2.4883e+00 5.2095e-03 1.2321e-01 3.1304e-02 1.6219e-01 1.5772e-01 8.7403e-01 8.4147e-02 8.9187e-01 8.5089e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 129: 1.0275e+02 -4.0773e+00 -2.2935e+00 -4.0389e+00 -9.9661e-01 -7.4747e-02 2.3639e+00 4.9922e-03 1.1705e-01 2.9738e-02 1.9667e-01 1.4984e-01 9.1481e-01 8.4947e-02 9.3224e-01 8.5270e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 130: 1.0222e+02 -4.0835e+00 -2.3177e+00 -4.0343e+00 -1.0044e+00 -7.6530e-02 2.2457e+00 4.7426e-03 1.1120e-01 3.1348e-02 2.0663e-01 1.4235e-01 1.0173e+00 7.4769e-02 9.9905e-01 8.6058e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 131: 1.0202e+02 -4.0767e+00 -2.2497e+00 -4.0270e+00 -1.0015e+00 -1.4868e-01 2.1334e+00 5.5790e-03 1.0564e-01 2.9781e-02 2.1254e-01 1.3523e-01 1.0223e+00 7.7587e-02 9.4151e-01 8.4206e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 132: 1.0191e+02 -4.0756e+00 -2.2363e+00 -4.0081e+00 -9.7264e-01 -2.0991e-01 2.0268e+00 5.3000e-03 1.0184e-01 2.8291e-02 2.0191e-01 1.7667e-01 9.2404e-01 7.9813e-02 9.2266e-01 8.6307e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 133: 1.0187e+02 -4.0743e+00 -2.1951e+00 -4.0196e+00 -9.7534e-01 -1.8742e-01 1.9254e+00 5.0350e-03 9.6744e-02 2.6877e-02 1.9181e-01 1.6784e-01 1.0007e+00 8.2043e-02 1.0028e+00 8.3921e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 134: 1.0182e+02 -4.0731e+00 -2.2321e+00 -4.0041e+00 -9.2800e-01 -1.4985e-01 1.8291e+00 4.7833e-03 9.1906e-02 2.7751e-02 1.8222e-01 1.6415e-01 9.7093e-01 7.5558e-02 9.8455e-01 8.4921e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 135: 1.0188e+02 -4.0724e+00 -2.2774e+00 -4.0213e+00 -9.3930e-01 -1.7385e-01 1.7377e+00 4.5441e-03 8.7311e-02 2.6363e-02 1.7311e-01 1.5594e-01 9.4053e-01 8.3922e-02 9.8689e-01 8.1203e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 136: 1.0202e+02 -4.0712e+00 -2.2711e+00 -4.0128e+00 -9.8747e-01 -1.3610e-01 1.6508e+00 4.3169e-03 1.0383e-01 2.5045e-02 1.8004e-01 1.4814e-01 9.6497e-01 8.1397e-02 1.0782e+00 8.2539e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 137: 1.0228e+02 -4.0676e+00 -2.2403e+00 -4.0069e+00 -9.7761e-01 -1.5314e-01 1.5683e+00 4.1011e-03 1.0931e-01 2.4722e-02 1.8328e-01 1.4074e-01 9.8300e-01 7.5906e-02 1.0221e+00 8.2306e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 138: 1.0229e+02 -4.0654e+00 -2.2510e+00 -3.9908e+00 -1.0400e+00 -1.4173e-01 1.4899e+00 4.2166e-03 1.3448e-01 2.3486e-02 1.8272e-01 1.3370e-01 1.0305e+00 8.0580e-02 1.0988e+00 8.3512e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 139: 1.0258e+02 -4.0599e+00 -2.2207e+00 -3.9622e+00 -1.0058e+00 -2.6676e-01 1.4154e+00 4.0057e-03 1.5190e-01 2.2312e-02 1.7359e-01 1.2702e-01 9.6425e-01 8.6887e-02 1.0373e+00 8.3853e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 140: 1.0224e+02 -4.0665e+00 -2.2479e+00 -4.0063e+00 -1.0054e+00 -1.6109e-01 1.3446e+00 3.8054e-03 1.4430e-01 2.4389e-02 1.6697e-01 1.2066e-01 9.9245e-01 8.3900e-02 1.1218e+00 8.2527e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 141: 1.0245e+02 -4.0843e+00 -2.2024e+00 -3.9657e+00 -1.0057e+00 -2.4900e-01 1.2774e+00 3.6152e-03 1.3709e-01 2.3170e-02 1.8559e-01 1.1463e-01 9.4091e-01 8.7616e-02 1.0760e+00 8.1871e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 142: 1.0253e+02 -4.0972e+00 -2.1943e+00 -3.9649e+00 -1.0160e+00 -2.9535e-01 1.2135e+00 3.4344e-03 1.6892e-01 2.2011e-02 1.7631e-01 1.0890e-01 9.2146e-01 9.0207e-02 1.0645e+00 8.5078e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 143: 1.0252e+02 -4.1005e+00 -2.1652e+00 -3.9687e+00 -1.0445e+00 -2.4274e-01 2.0559e+00 3.9136e-03 1.6047e-01 2.0911e-02 1.6750e-01 1.0345e-01 9.0785e-01 8.5522e-02 1.1734e+00 8.5544e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 144: 1.0257e+02 -4.1199e+00 -2.1994e+00 -3.9618e+00 -1.0480e+00 -2.0099e-01 1.9531e+00 4.2739e-03 1.5745e-01 1.9865e-02 1.6053e-01 9.8282e-02 9.3710e-01 8.5496e-02 1.0597e+00 8.4335e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 145: 1.0282e+02 -4.1356e+00 -2.1489e+00 -3.9708e+00 -1.0268e+00 -2.2250e-01 1.8554e+00 4.0602e-03 1.7177e-01 1.8872e-02 1.5251e-01 9.3368e-02 9.5312e-01 8.3609e-02 1.0695e+00 8.3492e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 146: 1.0282e+02 -4.1443e+00 -2.2103e+00 -3.9821e+00 -1.0080e+00 -2.2414e-01 1.7627e+00 4.0693e-03 1.6460e-01 1.7928e-02 1.5576e-01 8.8699e-02 9.8656e-01 8.4549e-02 1.0251e+00 7.9572e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 147: 1.0295e+02 -4.1363e+00 -2.1920e+00 -3.9828e+00 -1.0567e+00 -1.9047e-01 1.6745e+00 3.8659e-03 1.6104e-01 1.7032e-02 1.6551e-01 8.4264e-02 9.4144e-01 8.7085e-02 1.0623e+00 8.1949e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 148: 1.0299e+02 -4.1336e+00 -2.1967e+00 -3.9921e+00 -1.0425e+00 -1.7466e-01 1.7992e+00 3.6726e-03 1.5298e-01 1.9937e-02 1.9453e-01 8.0051e-02 9.9498e-01 8.3001e-02 1.0884e+00 8.1599e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 149: 1.0292e+02 -4.1282e+00 -2.2741e+00 -4.0028e+00 -1.0650e+00 -1.4879e-01 2.1425e+00 3.4890e-03 1.4534e-01 1.8941e-02 2.0240e-01 7.6049e-02 1.0080e+00 7.9550e-02 1.1679e+00 7.9115e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 150: 1.0302e+02 -4.1402e+00 -2.2769e+00 -4.0056e+00 -1.0488e+00 -1.2845e-01 2.7814e+00 3.3145e-03 1.3807e-01 2.0220e-02 1.9228e-01 7.2246e-02 9.9253e-01 8.0215e-02 1.0075e+00 8.2295e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 151: 1.0304e+02 -4.1281e+00 -2.2250e+00 -4.0169e+00 -1.0448e+00 -1.4468e-01 2.6423e+00 3.1488e-03 1.3117e-01 2.1298e-02 1.8267e-01 6.8634e-02 1.0207e+00 8.0317e-02 1.0813e+00 8.5492e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 152: 1.0321e+02 -4.1291e+00 -2.2281e+00 -4.0180e+00 -1.0232e+00 -1.4990e-01 1.6327e+00 2.8585e-03 1.0498e-01 1.8944e-02 1.6146e-01 5.0784e-02 9.5663e-01 7.9113e-02 1.1344e+00 8.2687e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 153: 1.0309e+02 -4.1280e+00 -2.2030e+00 -4.0149e+00 -1.0198e+00 -1.3442e-01 1.6757e+00 3.4142e-03 9.0693e-02 2.2471e-02 1.6167e-01 3.6279e-02 9.6659e-01 8.1655e-02 1.0345e+00 8.6113e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 154: 1.0298e+02 -4.1506e+00 -2.2176e+00 -3.9851e+00 -1.0417e+00 -1.6429e-01 1.9656e+00 3.3408e-03 9.5697e-02 2.1721e-02 1.6754e-01 2.9142e-02 1.0379e+00 7.9957e-02 1.0132e+00 8.5327e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 155: 1.0328e+02 -4.1204e+00 -2.2287e+00 -3.9772e+00 -1.0135e+00 -2.0459e-01 1.9195e+00 3.3987e-03 1.0293e-01 1.6897e-02 1.9470e-01 2.0826e-02 9.4310e-01 8.0528e-02 1.0639e+00 8.1926e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 156: 1.0338e+02 -4.1272e+00 -2.1962e+00 -3.9743e+00 -1.0491e+00 -1.8971e-01 1.7194e+00 3.2287e-03 7.8468e-02 1.8220e-02 1.8015e-01 2.0956e-02 9.2992e-01 8.6295e-02 9.5939e-01 8.1945e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 157: 1.0331e+02 -4.1188e+00 -2.1783e+00 -3.9779e+00 -1.0506e+00 -1.9810e-01 1.1127e+00 2.7176e-03 6.1234e-02 1.3748e-02 2.0147e-01 3.4800e-02 9.3006e-01 8.4794e-02 1.0579e+00 8.1604e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 158: 1.0326e+02 -4.1162e+00 -2.1734e+00 -3.9827e+00 -1.0632e+00 -2.0171e-01 1.3289e+00 2.7407e-03 7.1465e-02 1.2306e-02 2.1511e-01 3.4923e-02 8.9200e-01 8.4554e-02 1.1179e+00 8.2301e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 159: 1.0358e+02 -4.1075e+00 -2.2069e+00 -3.9725e+00 -1.0445e+00 -1.8044e-01 1.6656e+00 2.5282e-03 6.4340e-02 1.3587e-02 2.0355e-01 2.7629e-02 8.9557e-01 8.3727e-02 1.0560e+00 8.0934e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 160: 1.0364e+02 -4.1182e+00 -2.1514e+00 -3.9750e+00 -1.0378e+00 -2.2449e-01 1.8413e+00 3.5609e-03 7.2072e-02 1.5648e-02 2.0999e-01 3.1283e-02 9.1468e-01 8.2340e-02 1.0016e+00 8.0955e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 161: 1.0387e+02 -4.0964e+00 -2.1926e+00 -3.9808e+00 -1.0397e+00 -2.5178e-01 2.3706e+00 2.4158e-03 7.4658e-02 1.7789e-02 1.8587e-01 3.1647e-02 8.8257e-01 8.4503e-02 9.5909e-01 8.2216e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 162: 1.0399e+02 -4.0992e+00 -2.2056e+00 -3.9647e+00 -1.0388e+00 -2.4824e-01 1.9736e+00 2.2302e-03 1.0445e-01 1.9729e-02 1.9531e-01 2.9879e-02 8.3560e-01 8.6622e-02 9.5407e-01 7.9625e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 163: 1.0366e+02 -4.0956e+00 -2.1684e+00 -3.9612e+00 -1.0058e+00 -2.6882e-01 2.5872e+00 1.6246e-03 8.1892e-02 2.2777e-02 2.2429e-01 2.8371e-02 8.4799e-01 9.0947e-02 9.5842e-01 8.2649e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 164: 1.0325e+02 -4.0878e+00 -2.1946e+00 -3.9781e+00 -9.8890e-01 -2.6917e-01 2.0805e+00 1.3401e-03 8.2477e-02 2.6550e-02 1.8386e-01 2.4255e-02 8.5728e-01 8.9778e-02 9.1439e-01 7.9784e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 165: 1.0282e+02 -4.0801e+00 -2.1928e+00 -3.9664e+00 -9.9558e-01 -2.6059e-01 1.4087e+00 1.2155e-03 5.8081e-02 2.3833e-02 2.1871e-01 2.0911e-02 8.6998e-01 8.9895e-02 9.9363e-01 8.0284e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 166: 1.0285e+02 -4.0942e+00 -2.1855e+00 -3.9889e+00 -1.0234e+00 -2.4125e-01 8.5034e-01 6.8919e-04 6.5725e-02 2.3045e-02 2.1221e-01 2.6083e-02 8.7024e-01 9.4598e-02 9.5824e-01 8.3361e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 167: 1.0267e+02 -4.0904e+00 -2.2131e+00 -3.9917e+00 -9.9055e-01 -2.1449e-01 9.1382e-01 4.6145e-04 8.1337e-02 2.2154e-02 2.1431e-01 2.7524e-02 8.4730e-01 8.3563e-02 9.9458e-01 8.0138e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 168: 1.0249e+02 -4.0954e+00 -2.2174e+00 -3.9868e+00 -9.9799e-01 -1.8848e-01 6.5737e-01 4.2757e-04 6.9428e-02 2.8833e-02 2.0256e-01 4.1573e-02 9.8269e-01 7.6264e-02 1.0011e+00 8.1357e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 169: 1.0252e+02 -4.0995e+00 -2.2132e+00 -3.9792e+00 -9.8661e-01 -2.2724e-01 5.4553e-01 3.9691e-04 4.2460e-02 2.7545e-02 2.2594e-01 4.9079e-02 9.6027e-01 8.1006e-02 1.0261e+00 8.5194e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 170: 1.0246e+02 -4.1056e+00 -2.2389e+00 -3.9785e+00 -1.0354e+00 -2.4212e-01 4.5653e-01 2.8583e-04 2.8936e-02 2.5026e-02 1.8496e-01 4.3514e-02 9.2689e-01 9.6050e-02 9.9096e-01 8.3466e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 171: 1.0238e+02 -4.1027e+00 -2.2592e+00 -3.9859e+00 -1.0106e+00 -2.3962e-01 5.1080e-01 2.6715e-04 3.2138e-02 2.7859e-02 1.6505e-01 6.2560e-02 9.1886e-01 9.0993e-02 9.4634e-01 8.3542e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 172: 1.0242e+02 -4.0998e+00 -2.2415e+00 -3.9999e+00 -1.0234e+00 -2.2610e-01 5.1154e-01 1.8668e-04 2.2768e-02 2.9930e-02 2.0056e-01 7.5570e-02 9.4948e-01 8.4742e-02 9.1357e-01 8.3596e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 173: 1.0232e+02 -4.1005e+00 -2.2382e+00 -4.0022e+00 -1.0017e+00 -1.8406e-01 3.2169e-01 2.0484e-04 2.4102e-02 2.9249e-02 2.0445e-01 1.1517e-01 9.5169e-01 8.3951e-02 9.0402e-01 8.3130e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 174: 1.0233e+02 -4.0990e+00 -2.2337e+00 -3.9975e+00 -1.0298e+00 -1.8028e-01 4.2668e-01 2.1409e-04 2.4350e-02 2.4159e-02 2.0114e-01 1.4344e-01 9.3446e-01 8.6704e-02 9.6511e-01 8.3994e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 175: 1.0236e+02 -4.0991e+00 -2.2315e+00 -3.9883e+00 -1.0110e+00 -2.2190e-01 4.1564e-01 2.5844e-04 3.5664e-02 2.1844e-02 2.0315e-01 1.2876e-01 8.9006e-01 8.3016e-02 9.2369e-01 8.0410e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 176: 1.0222e+02 -4.0983e+00 -2.1991e+00 -3.9924e+00 -1.0148e+00 -2.3133e-01 1.7684e-01 2.5312e-04 5.3516e-02 2.2568e-02 2.0010e-01 1.0721e-01 8.9884e-01 7.6042e-02 1.0110e+00 7.9890e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 177: 1.0219e+02 -4.1022e+00 -2.2129e+00 -3.9804e+00 -1.0286e+00 -1.9916e-01 1.9962e-01 3.0338e-04 6.9476e-02 2.0133e-02 1.8707e-01 1.0631e-01 8.7419e-01 8.3199e-02 9.5450e-01 8.2626e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 178: 1.0225e+02 -4.1022e+00 -2.2135e+00 -4.0057e+00 -1.0264e+00 -2.2859e-01 2.1742e-01 2.9489e-04 5.1238e-02 2.2227e-02 1.7924e-01 1.4496e-01 8.5487e-01 8.3885e-02 9.7315e-01 8.1406e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 179: 1.0234e+02 -4.1015e+00 -2.2170e+00 -3.9999e+00 -1.0177e+00 -2.0895e-01 2.1196e-01 3.0802e-04 5.7417e-02 2.6776e-02 1.7214e-01 1.5197e-01 8.8641e-01 7.7789e-02 9.2725e-01 8.1277e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 180: 1.0243e+02 -4.1034e+00 -2.2337e+00 -4.0000e+00 -1.0018e+00 -2.3492e-01 2.0521e-01 3.1261e-04 6.0162e-02 2.7277e-02 1.7524e-01 1.6673e-01 8.8472e-01 7.8939e-02 9.1311e-01 8.3794e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 181: 1.0244e+02 -4.1031e+00 -2.2415e+00 -3.9951e+00 -9.9356e-01 -1.9938e-01 1.4850e-01 2.7894e-04 5.5244e-02 3.2404e-02 2.0701e-01 2.1022e-01 8.7495e-01 8.1883e-02 9.7574e-01 8.4575e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 182: 1.0245e+02 -4.1066e+00 -2.2849e+00 -4.0083e+00 -1.0260e+00 -1.9418e-01 1.0783e-01 1.7359e-04 2.9632e-02 3.2098e-02 2.0294e-01 1.7919e-01 9.0795e-01 9.1179e-02 9.8651e-01 8.3561e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 183: 1.0248e+02 -4.1066e+00 -2.2844e+00 -4.0201e+00 -1.0102e+00 -1.5510e-01 9.2727e-02 1.4337e-04 2.8436e-02 4.3941e-02 1.9683e-01 2.1943e-01 9.0334e-01 8.2113e-02 8.9037e-01 8.4506e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 184: 1.0239e+02 -4.1032e+00 -2.2726e+00 -4.0270e+00 -1.0162e+00 -1.4921e-01 9.0062e-02 1.0820e-04 3.5099e-02 4.7338e-02 1.8488e-01 2.2174e-01 9.1525e-01 7.9986e-02 8.6762e-01 8.4376e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 185: 1.0240e+02 -4.1028e+00 -2.3201e+00 -4.0248e+00 -9.8758e-01 -1.7235e-01 9.2455e-02 8.9653e-05 4.7097e-02 4.5964e-02 1.9093e-01 1.9093e-01 9.5192e-01 7.6980e-02 9.4058e-01 8.2740e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 186: 1.0250e+02 -4.1020e+00 -2.3095e+00 -4.0326e+00 -9.9767e-01 -1.2041e-01 1.0792e-01 7.3472e-05 3.6352e-02 4.6680e-02 1.7527e-01 1.7411e-01 9.6831e-01 8.3088e-02 9.7978e-01 8.1096e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 187: 1.0254e+02 -4.1022e+00 -2.3078e+00 -4.0329e+00 -1.0166e+00 -1.1644e-01 8.2987e-02 7.9222e-05 3.8388e-02 6.0452e-02 2.3498e-01 1.7389e-01 1.0450e+00 8.0354e-02 9.7366e-01 8.2504e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 188: 1.0253e+02 -4.1022e+00 -2.3172e+00 -4.0401e+00 -1.0276e+00 -8.2442e-02 8.3913e-02 7.1884e-05 4.3025e-02 4.8383e-02 1.9392e-01 1.6073e-01 9.7466e-01 7.5977e-02 9.0319e-01 8.4648e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 189: 1.0256e+02 -4.1013e+00 -2.3037e+00 -4.0402e+00 -1.0004e+00 -1.5946e-01 9.6273e-02 8.0773e-05 4.6130e-02 5.2356e-02 2.1044e-01 2.0403e-01 9.2931e-01 8.2686e-02 9.0103e-01 8.5442e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 190: 1.0245e+02 -4.1021e+00 -2.3143e+00 -4.0314e+00 -9.9314e-01 -8.5545e-02 8.0660e-02 7.3369e-05 4.1713e-02 4.4940e-02 1.7715e-01 1.6886e-01 9.7982e-01 8.1720e-02 8.9868e-01 8.4964e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 191: 1.0251e+02 -4.1021e+00 -2.2849e+00 -4.0229e+00 -1.0346e+00 -9.0261e-02 6.1956e-02 9.4824e-05 5.8037e-02 4.0685e-02 1.8455e-01 2.2838e-01 9.9679e-01 7.7457e-02 9.4591e-01 8.5446e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 192: 1.0249e+02 -4.1012e+00 -2.2915e+00 -4.0452e+00 -1.0323e+00 -1.1123e-01 5.1409e-02 1.1452e-04 7.2457e-02 3.6376e-02 1.6706e-01 2.1050e-01 8.7970e-01 8.6881e-02 9.2230e-01 8.6563e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 193: 1.0249e+02 -4.1011e+00 -2.3104e+00 -4.0569e+00 -1.0032e+00 -2.9383e-02 4.2462e-02 9.6872e-05 4.9405e-02 4.6840e-02 1.7348e-01 1.4473e-01 9.1758e-01 8.1380e-02 1.0057e+00 8.4481e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 194: 1.0250e+02 -4.1009e+00 -2.2960e+00 -4.0567e+00 -9.9145e-01 -1.0640e-01 2.6698e-02 5.3298e-05 4.3880e-02 5.1866e-02 2.0619e-01 1.4008e-01 9.8306e-01 8.0320e-02 9.8405e-01 8.0106e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 195: 1.0252e+02 -4.1001e+00 -2.2779e+00 -4.0677e+00 -9.9960e-01 -5.5605e-02 1.9114e-02 5.6472e-05 4.5810e-02 5.1552e-02 1.8363e-01 1.2037e-01 9.9334e-01 8.2093e-02 9.9128e-01 8.3930e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 196: 1.0251e+02 -4.0988e+00 -2.2515e+00 -4.0555e+00 -9.9701e-01 -1.0235e-01 1.3362e-02 3.2648e-05 4.0337e-02 4.4117e-02 1.9469e-01 1.2907e-01 9.1150e-01 8.5071e-02 9.7929e-01 8.2761e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 197: 1.0253e+02 -4.0985e+00 -2.2589e+00 -4.0427e+00 -1.0251e+00 -9.4695e-02 1.7104e-02 2.3125e-05 4.1773e-02 3.3831e-02 2.1013e-01 1.3727e-01 9.1462e-01 8.1836e-02 9.7695e-01 8.1326e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 198: 1.0253e+02 -4.0992e+00 -2.2745e+00 -4.0327e+00 -9.8743e-01 -1.4108e-01 9.3331e-03 2.3064e-05 3.7271e-02 2.7379e-02 2.1190e-01 9.3733e-02 9.0916e-01 8.4247e-02 9.8720e-01 7.7405e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 199: 1.0251e+02 -4.0981e+00 -2.2770e+00 -4.0275e+00 -1.0216e+00 -1.3364e-01 8.3776e-03 2.3195e-05 4.6827e-02 3.2861e-02 1.9817e-01 8.7748e-02 9.1184e-01 8.3773e-02 9.5209e-01 7.9056e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 200: 1.0252e+02 -4.0992e+00 -2.2757e+00 -4.0277e+00 -9.9266e-01 -8.4583e-02 6.8073e-03 2.9414e-05 5.3404e-02 2.5942e-02 1.9915e-01 7.4937e-02 8.7168e-01 8.5197e-02 9.3606e-01 8.0739e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 201: 1.0252e+02 -4.0989e+00 -2.2706e+00 -4.0333e+00 -9.8978e-01 -8.7996e-02 5.9272e-03 2.4268e-05 5.4295e-02 2.9276e-02 2.0543e-01 7.1533e-02 9.0557e-01 8.3204e-02 9.4913e-01 8.0398e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 202: 1.0251e+02 -4.0990e+00 -2.2661e+00 -4.0324e+00 -9.8785e-01 -9.8008e-02 5.7831e-03 2.1967e-05 5.7627e-02 3.0606e-02 2.1414e-01 6.9475e-02 9.2255e-01 8.2143e-02 9.5633e-01 8.1333e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 203: 1.0251e+02 -4.0992e+00 -2.2586e+00 -4.0297e+00 -9.9017e-01 -1.1012e-01 6.4046e-03 2.2234e-05 5.7955e-02 3.0102e-02 2.0473e-01 6.8225e-02 9.2900e-01 8.3228e-02 9.5862e-01 8.1460e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 204: 1.0251e+02 -4.0995e+00 -2.2570e+00 -4.0280e+00 -9.9135e-01 -1.0718e-01 6.5386e-03 2.2043e-05 5.6949e-02 2.9096e-02 2.0562e-01 6.8687e-02 9.3306e-01 8.2703e-02 9.6581e-01 8.1671e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 205: 1.0250e+02 -4.0997e+00 -2.2569e+00 -4.0256e+00 -9.9350e-01 -1.1491e-01 6.1521e-03 2.2570e-05 5.5450e-02 2.8152e-02 2.0423e-01 7.2820e-02 9.2469e-01 8.3272e-02 9.7372e-01 8.0814e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 206: 1.0250e+02 -4.0997e+00 -2.2567e+00 -4.0269e+00 -9.9869e-01 -1.1438e-01 5.9720e-03 2.3307e-05 5.5103e-02 2.8506e-02 2.0414e-01 7.8225e-02 9.2768e-01 8.3328e-02 9.8294e-01 8.0918e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 207: 1.0250e+02 -4.0998e+00 -2.2657e+00 -4.0311e+00 -1.0000e+00 -1.0595e-01 6.0030e-03 2.4031e-05 5.4378e-02 2.9468e-02 2.0222e-01 8.1455e-02 9.3397e-01 8.3285e-02 9.8989e-01 8.0967e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 208: 1.0250e+02 -4.0999e+00 -2.2759e+00 -4.0330e+00 -1.0001e+00 -9.6916e-02 5.9586e-03 2.3690e-05 5.3811e-02 2.9674e-02 1.9979e-01 8.1206e-02 9.3593e-01 8.4094e-02 9.8891e-01 8.1107e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 209: 1.0250e+02 -4.0998e+00 -2.2836e+00 -4.0344e+00 -1.0016e+00 -8.9119e-02 5.6137e-03 2.3512e-05 5.4159e-02 2.9780e-02 1.9778e-01 8.2635e-02 9.4080e-01 8.3757e-02 9.9062e-01 8.0979e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 210: 1.0251e+02 -4.0998e+00 -2.2898e+00 -4.0334e+00 -1.0017e+00 -8.3861e-02 5.2428e-03 2.3117e-05 5.4271e-02 2.9112e-02 1.9539e-01 8.3602e-02 9.4410e-01 8.4262e-02 9.8944e-01 8.1260e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 211: 1.0251e+02 -4.0998e+00 -2.2968e+00 -4.0329e+00 -9.9953e-01 -8.2036e-02 4.9312e-03 2.2863e-05 5.5392e-02 2.8432e-02 1.9466e-01 8.3724e-02 9.5395e-01 8.4317e-02 9.9876e-01 8.1402e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 212: 1.0251e+02 -4.0997e+00 -2.2982e+00 -4.0327e+00 -1.0018e+00 -8.2942e-02 4.6622e-03 2.3364e-05 5.5864e-02 2.7552e-02 1.9313e-01 8.3815e-02 9.5374e-01 8.4223e-02 1.0049e+00 8.1479e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 213: 1.0251e+02 -4.0995e+00 -2.2996e+00 -4.0322e+00 -1.0027e+00 -8.4931e-02 4.4988e-03 2.4085e-05 5.6000e-02 2.6729e-02 1.9184e-01 8.3522e-02 9.5091e-01 8.4321e-02 1.0026e+00 8.1310e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 214: 1.0251e+02 -4.0994e+00 -2.2997e+00 -4.0326e+00 -1.0033e+00 -8.7810e-02 4.3582e-03 2.5253e-05 5.6470e-02 2.6179e-02 1.9110e-01 8.5338e-02 9.5311e-01 8.4118e-02 1.0062e+00 8.1320e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 215: 1.0251e+02 -4.0993e+00 -2.3013e+00 -4.0331e+00 -1.0042e+00 -8.5053e-02 4.3765e-03 2.6370e-05 5.6978e-02 2.5984e-02 1.8960e-01 8.6633e-02 9.5505e-01 8.3787e-02 1.0092e+00 8.1298e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 216: 1.0251e+02 -4.0993e+00 -2.3032e+00 -4.0320e+00 -1.0033e+00 -8.5521e-02 4.4127e-03 2.7607e-05 5.7092e-02 2.5514e-02 1.8916e-01 8.8986e-02 9.5571e-01 8.3655e-02 1.0106e+00 8.1177e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 217: 1.0251e+02 -4.0993e+00 -2.3050e+00 -4.0309e+00 -1.0039e+00 -8.5267e-02 4.4663e-03 2.8101e-05 5.7536e-02 2.5186e-02 1.8803e-01 9.0776e-02 9.5624e-01 8.3792e-02 1.0100e+00 8.1214e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 218: 1.0251e+02 -4.0993e+00 -2.3068e+00 -4.0309e+00 -1.0052e+00 -8.3353e-02 4.4833e-03 2.7541e-05 5.7391e-02 2.4589e-02 1.8691e-01 9.4302e-02 9.5168e-01 8.4114e-02 1.0124e+00 8.1211e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 219: 1.0251e+02 -4.0993e+00 -2.3077e+00 -4.0316e+00 -1.0049e+00 -8.0885e-02 4.4529e-03 2.6825e-05 5.7273e-02 2.3909e-02 1.8700e-01 9.6040e-02 9.4675e-01 8.4115e-02 1.0115e+00 8.1075e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 220: 1.0251e+02 -4.0993e+00 -2.3095e+00 -4.0327e+00 -1.0051e+00 -7.6386e-02 4.5217e-03 2.6724e-05 5.7342e-02 2.3648e-02 1.8752e-01 9.7466e-02 9.4316e-01 8.4134e-02 1.0099e+00 8.1206e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 221: 1.0251e+02 -4.0993e+00 -2.3120e+00 -4.0339e+00 -1.0050e+00 -7.3314e-02 4.5361e-03 2.6133e-05 5.7387e-02 2.3612e-02 1.8744e-01 9.9108e-02 9.4164e-01 8.4073e-02 1.0096e+00 8.1143e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 222: 1.0251e+02 -4.0993e+00 -2.3136e+00 -4.0355e+00 -1.0049e+00 -6.8041e-02 4.5806e-03 2.5728e-05 5.7827e-02 2.3466e-02 1.8681e-01 9.9150e-02 9.4237e-01 8.3991e-02 1.0116e+00 8.1192e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 223: 1.0251e+02 -4.0993e+00 -2.3144e+00 -4.0364e+00 -1.0047e+00 -6.6770e-02 4.5349e-03 2.5412e-05 5.8823e-02 2.3232e-02 1.8728e-01 9.9882e-02 9.4051e-01 8.3808e-02 1.0097e+00 8.1028e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 224: 1.0251e+02 -4.0992e+00 -2.3155e+00 -4.0373e+00 -1.0040e+00 -6.4487e-02 4.4985e-03 2.5094e-05 6.0294e-02 2.3022e-02 1.8652e-01 1.0114e-01 9.3800e-01 8.3696e-02 1.0099e+00 8.0990e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 225: 1.0251e+02 -4.0992e+00 -2.3167e+00 -4.0384e+00 -1.0041e+00 -6.2966e-02 4.4783e-03 2.4741e-05 6.0569e-02 2.2900e-02 1.8622e-01 1.0072e-01 9.3574e-01 8.3833e-02 1.0075e+00 8.0893e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 226: 1.0251e+02 -4.0993e+00 -2.3173e+00 -4.0395e+00 -1.0036e+00 -6.0541e-02 4.4466e-03 2.4601e-05 6.0661e-02 2.2897e-02 1.8544e-01 1.0160e-01 9.3842e-01 8.3565e-02 1.0064e+00 8.1006e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 227: 1.0251e+02 -4.0993e+00 -2.3183e+00 -4.0403e+00 -1.0028e+00 -5.9061e-02 4.4290e-03 2.4610e-05 6.1093e-02 2.2836e-02 1.8582e-01 1.0184e-01 9.3983e-01 8.3421e-02 1.0066e+00 8.1225e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 228: 1.0251e+02 -4.0993e+00 -2.3190e+00 -4.0405e+00 -1.0027e+00 -5.8994e-02 4.4377e-03 2.4228e-05 6.0957e-02 2.2540e-02 1.8424e-01 1.0104e-01 9.4056e-01 8.3559e-02 1.0085e+00 8.1266e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 229: 1.0251e+02 -4.0993e+00 -2.3206e+00 -4.0398e+00 -1.0026e+00 -5.9258e-02 4.5021e-03 2.3801e-05 6.0331e-02 2.2380e-02 1.8409e-01 9.9681e-02 9.4320e-01 8.3678e-02 1.0111e+00 8.1236e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 230: 1.0251e+02 -4.0994e+00 -2.3217e+00 -4.0401e+00 -1.0028e+00 -5.7766e-02 4.5320e-03 2.3519e-05 5.9913e-02 2.2317e-02 1.8484e-01 9.9325e-02 9.4418e-01 8.3884e-02 1.0144e+00 8.1294e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 231: 1.0251e+02 -4.0994e+00 -2.3223e+00 -4.0400e+00 -1.0036e+00 -5.7213e-02 4.6519e-03 2.3658e-05 5.9386e-02 2.2185e-02 1.8526e-01 9.8374e-02 9.4356e-01 8.4167e-02 1.0171e+00 8.1315e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 232: 1.0251e+02 -4.0994e+00 -2.3231e+00 -4.0400e+00 -1.0045e+00 -5.5248e-02 4.7067e-03 2.3117e-05 5.9583e-02 2.2248e-02 1.8574e-01 9.7396e-02 9.4340e-01 8.4212e-02 1.0179e+00 8.1401e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 233: 1.0251e+02 -4.0994e+00 -2.3237e+00 -4.0401e+00 -1.0046e+00 -5.4085e-02 4.7534e-03 2.2858e-05 5.8985e-02 2.2248e-02 1.8649e-01 9.7364e-02 9.4271e-01 8.4248e-02 1.0189e+00 8.1456e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 234: 1.0251e+02 -4.0995e+00 -2.3238e+00 -4.0400e+00 -1.0042e+00 -5.2957e-02 4.8433e-03 2.2715e-05 5.8868e-02 2.2174e-02 1.8630e-01 9.7975e-02 9.4382e-01 8.4160e-02 1.0210e+00 8.1665e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 235: 1.0251e+02 -4.0995e+00 -2.3248e+00 -4.0396e+00 -1.0044e+00 -5.3132e-02 4.8769e-03 2.2540e-05 5.9052e-02 2.2120e-02 1.8627e-01 9.8772e-02 9.4330e-01 8.4170e-02 1.0196e+00 8.1627e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 236: 1.0251e+02 -4.0995e+00 -2.3244e+00 -4.0392e+00 -1.0052e+00 -5.3786e-02 4.8860e-03 2.2664e-05 5.8981e-02 2.2095e-02 1.8771e-01 9.8852e-02 9.4172e-01 8.4214e-02 1.0191e+00 8.1698e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 237: 1.0251e+02 -4.0996e+00 -2.3231e+00 -4.0386e+00 -1.0056e+00 -5.5158e-02 4.8731e-03 2.2576e-05 5.8788e-02 2.2037e-02 1.8860e-01 9.9599e-02 9.4242e-01 8.4097e-02 1.0198e+00 8.1684e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 238: 1.0251e+02 -4.0996e+00 -2.3222e+00 -4.0384e+00 -1.0054e+00 -5.6412e-02 4.8673e-03 2.2575e-05 5.8733e-02 2.1962e-02 1.8874e-01 9.9196e-02 9.4097e-01 8.4103e-02 1.0208e+00 8.1649e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 239: 1.0251e+02 -4.0996e+00 -2.3212e+00 -4.0382e+00 -1.0068e+00 -5.7131e-02 4.8223e-03 2.2398e-05 5.8674e-02 2.1817e-02 1.8926e-01 9.9323e-02 9.4261e-01 8.4059e-02 1.0229e+00 8.1670e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 240: 1.0251e+02 -4.0996e+00 -2.3216e+00 -4.0376e+00 -1.0073e+00 -5.6962e-02 4.7984e-03 2.2260e-05 5.8558e-02 2.1632e-02 1.8892e-01 9.9232e-02 9.4434e-01 8.4130e-02 1.0237e+00 8.1679e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 241: 1.0251e+02 -4.0996e+00 -2.3216e+00 -4.0371e+00 -1.0078e+00 -5.6984e-02 4.7767e-03 2.2074e-05 5.9552e-02 2.1436e-02 1.8860e-01 9.9285e-02 9.4491e-01 8.4026e-02 1.0247e+00 8.1680e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 242: 1.0251e+02 -4.0996e+00 -2.3222e+00 -4.0372e+00 -1.0079e+00 -5.6422e-02 4.7880e-03 2.2014e-05 6.0033e-02 2.1277e-02 1.8860e-01 9.8674e-02 9.4359e-01 8.3991e-02 1.0255e+00 8.1634e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 243: 1.0251e+02 -4.0995e+00 -2.3227e+00 -4.0376e+00 -1.0079e+00 -5.4330e-02 4.7944e-03 2.1687e-05 6.0189e-02 2.1088e-02 1.8830e-01 9.7952e-02 9.4207e-01 8.4036e-02 1.0257e+00 8.1666e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 244: 1.0251e+02 -4.0995e+00 -2.3237e+00 -4.0385e+00 -1.0076e+00 -5.2834e-02 4.7916e-03 2.1467e-05 6.0432e-02 2.1062e-02 1.8810e-01 9.7065e-02 9.4039e-01 8.4075e-02 1.0248e+00 8.1599e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 245: 1.0251e+02 -4.0995e+00 -2.3249e+00 -4.0390e+00 -1.0073e+00 -5.0542e-02 4.7926e-03 2.1549e-05 6.1095e-02 2.0981e-02 1.8814e-01 9.6715e-02 9.3900e-01 8.4049e-02 1.0226e+00 8.1505e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 246: 1.0251e+02 -4.0995e+00 -2.3261e+00 -4.0398e+00 -1.0066e+00 -4.7686e-02 4.8114e-03 2.1557e-05 6.1692e-02 2.0969e-02 1.8783e-01 9.6477e-02 9.3880e-01 8.4024e-02 1.0211e+00 8.1456e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 247: 1.0251e+02 -4.0996e+00 -2.3270e+00 -4.0406e+00 -1.0063e+00 -4.5794e-02 4.7864e-03 2.1709e-05 6.1819e-02 2.0928e-02 1.8765e-01 9.5549e-02 9.3939e-01 8.4076e-02 1.0201e+00 8.1427e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 248: 1.0251e+02 -4.0995e+00 -2.3282e+00 -4.0412e+00 -1.0064e+00 -4.3009e-02 4.7307e-03 2.1707e-05 6.2309e-02 2.0970e-02 1.8795e-01 9.5221e-02 9.3898e-01 8.4080e-02 1.0197e+00 8.1501e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 249: 1.0251e+02 -4.0996e+00 -2.3298e+00 -4.0417e+00 -1.0070e+00 -4.1062e-02 4.7070e-03 2.1737e-05 6.2607e-02 2.1094e-02 1.8796e-01 9.5103e-02 9.3917e-01 8.4069e-02 1.0194e+00 8.1525e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 250: 1.0251e+02 -4.0996e+00 -2.3313e+00 -4.0420e+00 -1.0073e+00 -3.9250e-02 4.7191e-03 2.1947e-05 6.2963e-02 2.1053e-02 1.8834e-01 9.4954e-02 9.3851e-01 8.4115e-02 1.0190e+00 8.1496e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 251: 1.0251e+02 -4.0997e+00 -2.3317e+00 -4.0424e+00 -1.0078e+00 -3.7549e-02 4.7501e-03 2.2063e-05 6.3160e-02 2.0958e-02 1.8840e-01 9.4783e-02 9.3749e-01 8.4137e-02 1.0185e+00 8.1476e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 252: 1.0251e+02 -4.0997e+00 -2.3319e+00 -4.0424e+00 -1.0083e+00 -3.6657e-02 4.7441e-03 2.2081e-05 6.3250e-02 2.0891e-02 1.8911e-01 9.4954e-02 9.3708e-01 8.4108e-02 1.0180e+00 8.1479e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 253: 1.0251e+02 -4.0997e+00 -2.3323e+00 -4.0425e+00 -1.0085e+00 -3.5826e-02 4.7409e-03 2.2021e-05 6.3513e-02 2.0810e-02 1.8920e-01 9.5196e-02 9.3509e-01 8.4179e-02 1.0184e+00 8.1440e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 254: 1.0251e+02 -4.0997e+00 -2.3324e+00 -4.0426e+00 -1.0086e+00 -3.6456e-02 4.7046e-03 2.1929e-05 6.3535e-02 2.0859e-02 1.9010e-01 9.5077e-02 9.3362e-01 8.4279e-02 1.0185e+00 8.1371e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 255: 1.0251e+02 -4.0997e+00 -2.3313e+00 -4.0424e+00 -1.0088e+00 -3.7358e-02 4.6636e-03 2.1827e-05 6.3864e-02 2.0820e-02 1.9126e-01 9.4979e-02 9.3183e-01 8.4380e-02 1.0185e+00 8.1434e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 256: 1.0251e+02 -4.0997e+00 -2.3306e+00 -4.0423e+00 -1.0086e+00 -3.8558e-02 4.6418e-03 2.1776e-05 6.4176e-02 2.0845e-02 1.9175e-01 9.4890e-02 9.3144e-01 8.4436e-02 1.0188e+00 8.1420e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 257: 1.0251e+02 -4.0997e+00 -2.3297e+00 -4.0419e+00 -1.0092e+00 -3.9580e-02 4.6134e-03 2.1742e-05 6.4408e-02 2.0751e-02 1.9188e-01 9.4692e-02 9.3113e-01 8.4507e-02 1.0187e+00 8.1412e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 258: 1.0251e+02 -4.0997e+00 -2.3287e+00 -4.0415e+00 -1.0090e+00 -4.0619e-02 4.5918e-03 2.1710e-05 6.4634e-02 2.0663e-02 1.9172e-01 9.4422e-02 9.3104e-01 8.4479e-02 1.0189e+00 8.1395e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 259: 1.0251e+02 -4.0997e+00 -2.3284e+00 -4.0412e+00 -1.0086e+00 -4.1245e-02 4.5889e-03 2.1741e-05 6.5035e-02 2.0678e-02 1.9132e-01 9.3998e-02 9.2986e-01 8.4448e-02 1.0177e+00 8.1368e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 260: 1.0251e+02 -4.0997e+00 -2.3283e+00 -4.0410e+00 -1.0084e+00 -4.1907e-02 4.5818e-03 2.1877e-05 6.5755e-02 2.0691e-02 1.9113e-01 9.3631e-02 9.2955e-01 8.4378e-02 1.0172e+00 8.1346e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 261: 1.0251e+02 -4.0998e+00 -2.3282e+00 -4.0409e+00 -1.0087e+00 -4.2022e-02 4.5724e-03 2.1946e-05 6.6396e-02 2.0714e-02 1.9084e-01 9.3140e-02 9.2882e-01 8.4426e-02 1.0166e+00 8.1329e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 262: 1.0251e+02 -4.0997e+00 -2.3275e+00 -4.0408e+00 -1.0092e+00 -4.2439e-02 4.5357e-03 2.1842e-05 6.6895e-02 2.0692e-02 1.9082e-01 9.2527e-02 9.2811e-01 8.4447e-02 1.0168e+00 8.1339e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 263: 1.0251e+02 -4.0998e+00 -2.3269e+00 -4.0407e+00 -1.0097e+00 -4.2867e-02 4.5244e-03 2.1830e-05 6.7068e-02 2.0721e-02 1.9077e-01 9.2003e-02 9.2800e-01 8.4366e-02 1.0171e+00 8.1343e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 264: 1.0251e+02 -4.0998e+00 -2.3262e+00 -4.0403e+00 -1.0102e+00 -4.3066e-02 4.4987e-03 2.1812e-05 6.7458e-02 2.0718e-02 1.9065e-01 9.1528e-02 9.2710e-01 8.4389e-02 1.0163e+00 8.1355e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 265: 1.0251e+02 -4.0998e+00 -2.3264e+00 -4.0401e+00 -1.0105e+00 -4.3042e-02 4.4865e-03 2.1721e-05 6.7680e-02 2.0722e-02 1.9057e-01 9.1243e-02 9.2631e-01 8.4430e-02 1.0154e+00 8.1321e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 266: 1.0251e+02 -4.0998e+00 -2.3264e+00 -4.0397e+00 -1.0107e+00 -4.3247e-02 4.4552e-03 2.1609e-05 6.8246e-02 2.0757e-02 1.9054e-01 9.1222e-02 9.2659e-01 8.4381e-02 1.0154e+00 8.1290e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 267: 1.0251e+02 -4.0999e+00 -2.3261e+00 -4.0396e+00 -1.0107e+00 -4.4145e-02 4.4367e-03 2.1505e-05 6.8834e-02 2.0735e-02 1.9038e-01 9.1594e-02 9.2661e-01 8.4338e-02 1.0153e+00 8.1308e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 268: 1.0251e+02 -4.0999e+00 -2.3249e+00 -4.0395e+00 -1.0112e+00 -4.5394e-02 4.4239e-03 2.1411e-05 6.9776e-02 2.0749e-02 1.9017e-01 9.1916e-02 9.2711e-01 8.4286e-02 1.0158e+00 8.1400e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 269: 1.0251e+02 -4.0999e+00 -2.3236e+00 -4.0391e+00 -1.0112e+00 -4.6744e-02 4.4119e-03 2.1310e-05 7.0528e-02 2.0709e-02 1.9026e-01 9.2008e-02 9.2638e-01 8.4248e-02 1.0160e+00 8.1389e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 270: 1.0251e+02 -4.0999e+00 -2.3231e+00 -4.0388e+00 -1.0116e+00 -4.7514e-02 4.3782e-03 2.1160e-05 7.1513e-02 2.0724e-02 1.9006e-01 9.1551e-02 9.2668e-01 8.4246e-02 1.0149e+00 8.1419e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 271: 1.0251e+02 -4.0999e+00 -2.3228e+00 -4.0387e+00 -1.0117e+00 -4.7755e-02 4.3389e-03 2.1121e-05 7.1868e-02 2.0670e-02 1.8969e-01 9.1369e-02 9.2678e-01 8.4228e-02 1.0145e+00 8.1437e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 272: 1.0251e+02 -4.0999e+00 -2.3222e+00 -4.0387e+00 -1.0121e+00 -4.8163e-02 4.3080e-03 2.1146e-05 7.2226e-02 2.0710e-02 1.8983e-01 9.0962e-02 9.2639e-01 8.4261e-02 1.0132e+00 8.1523e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 273: 1.0251e+02 -4.0999e+00 -2.3216e+00 -4.0389e+00 -1.0122e+00 -4.8336e-02 4.2916e-03 2.1202e-05 7.2734e-02 2.0689e-02 1.8982e-01 9.0422e-02 9.2618e-01 8.4177e-02 1.0134e+00 8.1561e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 274: 1.0251e+02 -4.0999e+00 -2.3211e+00 -4.0388e+00 -1.0124e+00 -4.8286e-02 4.2592e-03 2.1201e-05 7.3324e-02 2.0658e-02 1.9015e-01 8.9938e-02 9.2530e-01 8.4133e-02 1.0133e+00 8.1562e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 275: 1.0251e+02 -4.0999e+00 -2.3211e+00 -4.0387e+00 -1.0128e+00 -4.8312e-02 4.2368e-03 2.1092e-05 7.3673e-02 2.0639e-02 1.9018e-01 8.9708e-02 9.2404e-01 8.4155e-02 1.0130e+00 8.1535e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 276: 1.0251e+02 -4.0999e+00 -2.3212e+00 -4.0386e+00 -1.0126e+00 -4.8249e-02 4.2070e-03 2.0985e-05 7.4089e-02 2.0674e-02 1.8992e-01 8.9341e-02 9.2339e-01 8.4163e-02 1.0121e+00 8.1515e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 277: 1.0251e+02 -4.0999e+00 -2.3212e+00 -4.0387e+00 -1.0123e+00 -4.8743e-02 4.1781e-03 2.0914e-05 7.4488e-02 2.0779e-02 1.8959e-01 8.9106e-02 9.2352e-01 8.4100e-02 1.0112e+00 8.1477e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 278: 1.0251e+02 -4.0999e+00 -2.3213e+00 -4.0385e+00 -1.0118e+00 -4.9468e-02 4.1782e-03 2.0802e-05 7.4843e-02 2.0859e-02 1.8970e-01 8.8995e-02 9.2374e-01 8.4037e-02 1.0103e+00 8.1458e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 279: 1.0251e+02 -4.0999e+00 -2.3213e+00 -4.0384e+00 -1.0115e+00 -4.9612e-02 4.1736e-03 2.0737e-05 7.5385e-02 2.0899e-02 1.8969e-01 8.8806e-02 9.2347e-01 8.3989e-02 1.0095e+00 8.1440e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 280: 1.0251e+02 -4.0999e+00 -2.3213e+00 -4.0382e+00 -1.0114e+00 -5.0460e-02 4.1900e-03 2.0708e-05 7.6051e-02 2.0933e-02 1.8968e-01 8.9243e-02 9.2293e-01 8.3972e-02 1.0085e+00 8.1467e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 281: 1.0251e+02 -4.0999e+00 -2.3215e+00 -4.0378e+00 -1.0113e+00 -5.0583e-02 4.2096e-03 2.0638e-05 7.6759e-02 2.1003e-02 1.8941e-01 8.9450e-02 9.2294e-01 8.4027e-02 1.0080e+00 8.1467e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 282: 1.0251e+02 -4.0999e+00 -2.3218e+00 -4.0380e+00 -1.0114e+00 -5.0276e-02 4.2061e-03 2.0669e-05 7.7323e-02 2.1016e-02 1.8946e-01 8.9456e-02 9.2386e-01 8.3996e-02 1.0095e+00 8.1446e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 283: 1.0251e+02 -4.0999e+00 -2.3224e+00 -4.0383e+00 -1.0115e+00 -4.9357e-02 4.2005e-03 2.0601e-05 7.7856e-02 2.1072e-02 1.8968e-01 8.9327e-02 9.2480e-01 8.3964e-02 1.0101e+00 8.1418e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 284: 1.0251e+02 -4.0999e+00 -2.3226e+00 -4.0386e+00 -1.0110e+00 -4.8703e-02 4.1977e-03 2.0549e-05 7.8183e-02 2.1122e-02 1.8956e-01 8.9430e-02 9.2470e-01 8.3898e-02 1.0098e+00 8.1428e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 285: 1.0251e+02 -4.0999e+00 -2.3232e+00 -4.0389e+00 -1.0110e+00 -4.7526e-02 4.2063e-03 2.0546e-05 7.8449e-02 2.1151e-02 1.8967e-01 8.9133e-02 9.2438e-01 8.3889e-02 1.0089e+00 8.1428e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 286: 1.0251e+02 -4.0999e+00 -2.3242e+00 -4.0389e+00 -1.0103e+00 -4.6191e-02 4.2076e-03 2.0486e-05 7.8629e-02 2.1133e-02 1.8970e-01 8.8773e-02 9.2471e-01 8.3861e-02 1.0087e+00 8.1427e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 287: 1.0251e+02 -4.0999e+00 -2.3243e+00 -4.0391e+00 -1.0105e+00 -4.5159e-02 4.1980e-03 2.0488e-05 7.8916e-02 2.1071e-02 1.8955e-01 8.8297e-02 9.2415e-01 8.3957e-02 1.0084e+00 8.1464e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 288: 1.0251e+02 -4.0999e+00 -2.3237e+00 -4.0392e+00 -1.0109e+00 -4.4970e-02 4.1921e-03 2.0495e-05 7.8764e-02 2.0953e-02 1.8988e-01 8.8160e-02 9.2539e-01 8.3963e-02 1.0103e+00 8.1466e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 289: 1.0251e+02 -4.0999e+00 -2.3232e+00 -4.0392e+00 -1.0114e+00 -4.4592e-02 4.1763e-03 2.0584e-05 7.8632e-02 2.0841e-02 1.8982e-01 8.8037e-02 9.2559e-01 8.4031e-02 1.0111e+00 8.1469e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 290: 1.0251e+02 -4.0999e+00 -2.3228e+00 -4.0393e+00 -1.0118e+00 -4.4506e-02 4.1574e-03 2.0479e-05 7.8482e-02 2.0726e-02 1.8968e-01 8.7644e-02 9.2519e-01 8.4079e-02 1.0117e+00 8.1474e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 291: 1.0251e+02 -4.0999e+00 -2.3223e+00 -4.0392e+00 -1.0120e+00 -4.4578e-02 4.1365e-03 2.0488e-05 7.8220e-02 2.0662e-02 1.8952e-01 8.7558e-02 9.2534e-01 8.4128e-02 1.0119e+00 8.1459e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 292: 1.0251e+02 -4.0999e+00 -2.3219e+00 -4.0392e+00 -1.0120e+00 -4.4486e-02 4.1205e-03 2.0514e-05 7.8288e-02 2.0601e-02 1.8947e-01 8.7669e-02 9.2591e-01 8.4106e-02 1.0124e+00 8.1443e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 293: 1.0251e+02 -4.0999e+00 -2.3217e+00 -4.0395e+00 -1.0120e+00 -4.3914e-02 4.1076e-03 2.0606e-05 7.8474e-02 2.0557e-02 1.8960e-01 8.7970e-02 9.2580e-01 8.4052e-02 1.0124e+00 8.1443e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 294: 1.0251e+02 -4.0998e+00 -2.3218e+00 -4.0399e+00 -1.0123e+00 -4.3173e-02 4.1124e-03 2.0598e-05 7.8561e-02 2.0485e-02 1.8979e-01 8.7954e-02 9.2624e-01 8.4027e-02 1.0132e+00 8.1419e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 295: 1.0251e+02 -4.0998e+00 -2.3220e+00 -4.0399e+00 -1.0123e+00 -4.2805e-02 4.1150e-03 2.0599e-05 7.8804e-02 2.0397e-02 1.8985e-01 8.8079e-02 9.2637e-01 8.3980e-02 1.0139e+00 8.1382e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 296: 1.0251e+02 -4.0998e+00 -2.3224e+00 -4.0401e+00 -1.0121e+00 -4.2813e-02 4.1342e-03 2.0618e-05 7.9093e-02 2.0359e-02 1.8980e-01 8.8328e-02 9.2555e-01 8.3955e-02 1.0137e+00 8.1344e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 297: 1.0251e+02 -4.0998e+00 -2.3225e+00 -4.0403e+00 -1.0118e+00 -4.2861e-02 4.1653e-03 2.0599e-05 7.9236e-02 2.0318e-02 1.8969e-01 8.8659e-02 9.2477e-01 8.3916e-02 1.0135e+00 8.1323e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 298: 1.0251e+02 -4.0997e+00 -2.3228e+00 -4.0404e+00 -1.0116e+00 -4.2874e-02 4.2066e-03 2.0567e-05 7.9391e-02 2.0249e-02 1.8973e-01 8.8706e-02 9.2359e-01 8.3939e-02 1.0134e+00 8.1277e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 299: 1.0251e+02 -4.0997e+00 -2.3224e+00 -4.0404e+00 -1.0113e+00 -4.3190e-02 4.2168e-03 2.0532e-05 7.9379e-02 2.0187e-02 1.8973e-01 8.8757e-02 9.2294e-01 8.3916e-02 1.0137e+00 8.1243e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 300: 1.0251e+02 -4.0997e+00 -2.3221e+00 -4.0405e+00 -1.0111e+00 -4.3480e-02 4.2289e-03 2.0490e-05 7.9314e-02 2.0140e-02 1.8983e-01 8.8620e-02 9.2242e-01 8.3900e-02 1.0137e+00 8.1210e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 301: 1.0251e+02 -4.0997e+00 -2.3213e+00 -4.0404e+00 -1.0109e+00 -4.4169e-02 4.2524e-03 2.0546e-05 7.9499e-02 2.0117e-02 1.8991e-01 8.8503e-02 9.2226e-01 8.3843e-02 1.0136e+00 8.1235e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 302: 1.0251e+02 -4.0997e+00 -2.3205e+00 -4.0403e+00 -1.0108e+00 -4.5199e-02 4.2709e-03 2.0511e-05 7.9674e-02 2.0085e-02 1.8969e-01 8.8687e-02 9.2207e-01 8.3852e-02 1.0134e+00 8.1262e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 303: 1.0251e+02 -4.0997e+00 -2.3199e+00 -4.0401e+00 -1.0106e+00 -4.6193e-02 4.2807e-03 2.0440e-05 7.9845e-02 2.0104e-02 1.8985e-01 8.8661e-02 9.2135e-01 8.3843e-02 1.0128e+00 8.1274e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 304: 1.0251e+02 -4.0997e+00 -2.3189e+00 -4.0398e+00 -1.0105e+00 -4.7180e-02 4.3058e-03 2.0450e-05 7.9808e-02 2.0159e-02 1.8987e-01 8.8660e-02 9.2076e-01 8.3856e-02 1.0120e+00 8.1277e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 305: 1.0251e+02 -4.0997e+00 -2.3180e+00 -4.0396e+00 -1.0102e+00 -4.8474e-02 4.3050e-03 2.0527e-05 7.9932e-02 2.0184e-02 1.8970e-01 8.8567e-02 9.1986e-01 8.3867e-02 1.0111e+00 8.1290e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 306: 1.0251e+02 -4.0997e+00 -2.3175e+00 -4.0393e+00 -1.0101e+00 -4.9308e-02 4.3055e-03 2.0586e-05 8.0113e-02 2.0178e-02 1.8971e-01 8.8307e-02 9.1930e-01 8.3865e-02 1.0112e+00 8.1290e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 307: 1.0251e+02 -4.0997e+00 -2.3175e+00 -4.0393e+00 -1.0103e+00 -4.9278e-02 4.3027e-03 2.0441e-05 8.0168e-02 2.0211e-02 1.8973e-01 8.7993e-02 9.1919e-01 8.3837e-02 1.0109e+00 8.1287e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 308: 1.0251e+02 -4.0998e+00 -2.3175e+00 -4.0394e+00 -1.0103e+00 -4.9430e-02 4.2899e-03 2.0384e-05 8.0417e-02 2.0187e-02 1.8983e-01 8.7757e-02 9.1937e-01 8.3778e-02 1.0106e+00 8.1289e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 309: 1.0251e+02 -4.0998e+00 -2.3175e+00 -4.0393e+00 -1.0103e+00 -4.9319e-02 4.2773e-03 2.0349e-05 8.0807e-02 2.0161e-02 1.8959e-01 8.7493e-02 9.1950e-01 8.3734e-02 1.0108e+00 8.1279e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 310: 1.0251e+02 -4.0998e+00 -2.3174e+00 -4.0393e+00 -1.0101e+00 -4.8880e-02 4.2710e-03 2.0327e-05 8.1202e-02 2.0116e-02 1.8983e-01 8.7251e-02 9.1864e-01 8.3730e-02 1.0108e+00 8.1294e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 311: 1.0251e+02 -4.0998e+00 -2.3174e+00 -4.0394e+00 -1.0100e+00 -4.8080e-02 4.2611e-03 2.0272e-05 8.1332e-02 2.0078e-02 1.9003e-01 8.6995e-02 9.1844e-01 8.3699e-02 1.0105e+00 8.1319e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 312: 1.0251e+02 -4.0998e+00 -2.3173e+00 -4.0394e+00 -1.0100e+00 -4.7724e-02 4.2663e-03 2.0239e-05 8.1553e-02 2.0021e-02 1.8982e-01 8.6721e-02 9.1838e-01 8.3721e-02 1.0100e+00 8.1312e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 313: 1.0251e+02 -4.0998e+00 -2.3170e+00 -4.0395e+00 -1.0100e+00 -4.7216e-02 4.2775e-03 2.0213e-05 8.2001e-02 1.9971e-02 1.8980e-01 8.6651e-02 9.1837e-01 8.3697e-02 1.0100e+00 8.1318e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 314: 1.0251e+02 -4.0998e+00 -2.3169e+00 -4.0398e+00 -1.0100e+00 -4.6902e-02 4.2949e-03 2.0265e-05 8.2392e-02 1.9922e-02 1.8988e-01 8.6426e-02 9.1845e-01 8.3722e-02 1.0103e+00 8.1309e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 315: 1.0251e+02 -4.0998e+00 -2.3168e+00 -4.0399e+00 -1.0102e+00 -4.6480e-02 4.3206e-03 2.0314e-05 8.2534e-02 1.9912e-02 1.8972e-01 8.6211e-02 9.1792e-01 8.3758e-02 1.0103e+00 8.1337e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 316: 1.0251e+02 -4.0998e+00 -2.3169e+00 -4.0400e+00 -1.0100e+00 -4.6238e-02 4.3456e-03 2.0323e-05 8.2729e-02 1.9936e-02 1.8975e-01 8.5856e-02 9.1759e-01 8.3814e-02 1.0095e+00 8.1353e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 317: 1.0251e+02 -4.0998e+00 -2.3169e+00 -4.0402e+00 -1.0103e+00 -4.5470e-02 4.3521e-03 2.0275e-05 8.2864e-02 1.9965e-02 1.8980e-01 8.5438e-02 9.1755e-01 8.3894e-02 1.0088e+00 8.1373e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 318: 1.0251e+02 -4.0998e+00 -2.3169e+00 -4.0402e+00 -1.0106e+00 -4.5001e-02 4.3661e-03 2.0191e-05 8.2949e-02 1.9983e-02 1.9001e-01 8.5203e-02 9.1746e-01 8.3944e-02 1.0078e+00 8.1401e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 319: 1.0251e+02 -4.0998e+00 -2.3169e+00 -4.0403e+00 -1.0108e+00 -4.4545e-02 4.3665e-03 2.0114e-05 8.2694e-02 2.0003e-02 1.9041e-01 8.4997e-02 9.1774e-01 8.3940e-02 1.0073e+00 8.1417e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 320: 1.0251e+02 -4.0998e+00 -2.3171e+00 -4.0402e+00 -1.0109e+00 -4.4419e-02 4.3600e-03 2.0043e-05 8.2516e-02 1.9999e-02 1.9044e-01 8.4873e-02 9.1798e-01 8.3932e-02 1.0070e+00 8.1420e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 321: 1.0251e+02 -4.0998e+00 -2.3170e+00 -4.0401e+00 -1.0107e+00 -4.4267e-02 4.3539e-03 1.9995e-05 8.2307e-02 1.9967e-02 1.9050e-01 8.4982e-02 9.1814e-01 8.3919e-02 1.0067e+00 8.1429e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 322: 1.0251e+02 -4.0998e+00 -2.3170e+00 -4.0400e+00 -1.0106e+00 -4.4240e-02 4.3331e-03 1.9984e-05 8.2305e-02 1.9961e-02 1.9054e-01 8.5443e-02 9.1821e-01 8.3910e-02 1.0065e+00 8.1424e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 323: 1.0251e+02 -4.0998e+00 -2.3166e+00 -4.0397e+00 -1.0105e+00 -4.4793e-02 4.3199e-03 1.9921e-05 8.2300e-02 1.9935e-02 1.9078e-01 8.6081e-02 9.1836e-01 8.3854e-02 1.0062e+00 8.1448e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 324: 1.0251e+02 -4.0998e+00 -2.3167e+00 -4.0395e+00 -1.0104e+00 -4.4862e-02 4.3167e-03 1.9926e-05 8.2063e-02 1.9919e-02 1.9086e-01 8.6736e-02 9.1865e-01 8.3834e-02 1.0060e+00 8.1439e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 325: 1.0251e+02 -4.0998e+00 -2.3166e+00 -4.0394e+00 -1.0103e+00 -4.5123e-02 4.3012e-03 1.9902e-05 8.1871e-02 1.9888e-02 1.9103e-01 8.7030e-02 9.1829e-01 8.3865e-02 1.0059e+00 8.1436e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 326: 1.0251e+02 -4.0998e+00 -2.3166e+00 -4.0393e+00 -1.0100e+00 -4.5111e-02 4.2839e-03 1.9869e-05 8.2016e-02 1.9843e-02 1.9083e-01 8.7106e-02 9.1802e-01 8.3847e-02 1.0058e+00 8.1427e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 327: 1.0251e+02 -4.0998e+00 -2.3165e+00 -4.0393e+00 -1.0101e+00 -4.5297e-02 4.2847e-03 1.9858e-05 8.2297e-02 1.9823e-02 1.9075e-01 8.7398e-02 9.1826e-01 8.3771e-02 1.0054e+00 8.1451e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 328: 1.0251e+02 -4.0998e+00 -2.3162e+00 -4.0393e+00 -1.0100e+00 -4.5633e-02 4.2864e-03 1.9877e-05 8.2486e-02 1.9809e-02 1.9060e-01 8.7863e-02 9.1822e-01 8.3706e-02 1.0049e+00 8.1482e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 329: 1.0251e+02 -4.0998e+00 -2.3163e+00 -4.0392e+00 -1.0098e+00 -4.5698e-02 4.3097e-03 1.9869e-05 8.2469e-02 1.9795e-02 1.9047e-01 8.8220e-02 9.1805e-01 8.3704e-02 1.0045e+00 8.1502e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 330: 1.0251e+02 -4.0998e+00 -2.3168e+00 -4.0390e+00 -1.0099e+00 -4.5752e-02 4.3120e-03 1.9810e-05 8.2684e-02 1.9770e-02 1.9049e-01 8.8495e-02 9.1779e-01 8.3731e-02 1.0046e+00 8.1500e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 331: 1.0251e+02 -4.0998e+00 -2.3170e+00 -4.0390e+00 -1.0099e+00 -4.5957e-02 4.3052e-03 1.9736e-05 8.2748e-02 1.9734e-02 1.9034e-01 8.8651e-02 9.1818e-01 8.3707e-02 1.0050e+00 8.1489e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 332: 1.0251e+02 -4.0998e+00 -2.3171e+00 -4.0391e+00 -1.0098e+00 -4.5788e-02 4.2994e-03 1.9733e-05 8.2906e-02 1.9711e-02 1.9035e-01 8.8647e-02 9.1835e-01 8.3660e-02 1.0052e+00 8.1490e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 333: 1.0251e+02 -4.0998e+00 -2.3173e+00 -4.0392e+00 -1.0099e+00 -4.5316e-02 4.2822e-03 1.9667e-05 8.2967e-02 1.9695e-02 1.9041e-01 8.8729e-02 9.1832e-01 8.3666e-02 1.0056e+00 8.1484e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 334: 1.0251e+02 -4.0998e+00 -2.3179e+00 -4.0394e+00 -1.0097e+00 -4.4740e-02 4.2668e-03 1.9593e-05 8.3055e-02 1.9702e-02 1.9058e-01 8.8853e-02 9.1799e-01 8.3687e-02 1.0056e+00 8.1457e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 335: 1.0251e+02 -4.0998e+00 -2.3181e+00 -4.0395e+00 -1.0095e+00 -4.4451e-02 4.2558e-03 1.9535e-05 8.3023e-02 1.9762e-02 1.9027e-01 8.9035e-02 9.1828e-01 8.3673e-02 1.0052e+00 8.1469e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 336: 1.0251e+02 -4.0998e+00 -2.3178e+00 -4.0395e+00 -1.0098e+00 -4.4500e-02 4.2571e-03 1.9546e-05 8.3051e-02 1.9779e-02 1.9024e-01 8.9486e-02 9.1868e-01 8.3611e-02 1.0053e+00 8.1515e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 337: 1.0251e+02 -4.0998e+00 -2.3179e+00 -4.0396e+00 -1.0099e+00 -4.4018e-02 4.2494e-03 1.9584e-05 8.3206e-02 1.9764e-02 1.9011e-01 8.9643e-02 9.1871e-01 8.3659e-02 1.0056e+00 8.1531e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 338: 1.0251e+02 -4.0998e+00 -2.3180e+00 -4.0396e+00 -1.0101e+00 -4.3768e-02 4.2332e-03 1.9635e-05 8.3235e-02 1.9751e-02 1.9011e-01 8.9877e-02 9.1939e-01 8.3622e-02 1.0060e+00 8.1528e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 339: 1.0251e+02 -4.0998e+00 -2.3186e+00 -4.0397e+00 -1.0098e+00 -4.3605e-02 4.2237e-03 1.9638e-05 8.3611e-02 1.9725e-02 1.9014e-01 8.9946e-02 9.2025e-01 8.3580e-02 1.0064e+00 8.1528e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 340: 1.0251e+02 -4.0998e+00 -2.3190e+00 -4.0396e+00 -1.0097e+00 -4.3585e-02 4.2095e-03 1.9630e-05 8.3986e-02 1.9677e-02 1.9019e-01 8.9920e-02 9.2124e-01 8.3559e-02 1.0073e+00 8.1516e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 341: 1.0251e+02 -4.0998e+00 -2.3191e+00 -4.0398e+00 -1.0097e+00 -4.3238e-02 4.1994e-03 1.9636e-05 8.4311e-02 1.9683e-02 1.9023e-01 8.9809e-02 9.2179e-01 8.3517e-02 1.0079e+00 8.1498e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 342: 1.0251e+02 -4.0998e+00 -2.3194e+00 -4.0400e+00 -1.0097e+00 -4.2748e-02 4.1886e-03 1.9661e-05 8.4345e-02 1.9684e-02 1.9018e-01 8.9600e-02 9.2207e-01 8.3517e-02 1.0081e+00 8.1517e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 343: 1.0251e+02 -4.0998e+00 -2.3196e+00 -4.0402e+00 -1.0096e+00 -4.2336e-02 4.1813e-03 1.9615e-05 8.4331e-02 1.9666e-02 1.9016e-01 8.9379e-02 9.2231e-01 8.3534e-02 1.0083e+00 8.1548e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 344: 1.0251e+02 -4.0998e+00 -2.3197e+00 -4.0403e+00 -1.0097e+00 -4.2462e-02 4.1751e-03 1.9621e-05 8.4176e-02 1.9673e-02 1.8996e-01 8.9217e-02 9.2236e-01 8.3540e-02 1.0083e+00 8.1557e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 345: 1.0251e+02 -4.0998e+00 -2.3200e+00 -4.0403e+00 -1.0098e+00 -4.2327e-02 4.1705e-03 1.9552e-05 8.4159e-02 1.9684e-02 1.9017e-01 8.8957e-02 9.2232e-01 8.3511e-02 1.0085e+00 8.1566e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 346: 1.0251e+02 -4.0998e+00 -2.3200e+00 -4.0403e+00 -1.0097e+00 -4.2261e-02 4.1750e-03 1.9564e-05 8.4080e-02 1.9731e-02 1.9047e-01 8.8630e-02 9.2248e-01 8.3516e-02 1.0081e+00 8.1578e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 347: 1.0251e+02 -4.0999e+00 -2.3200e+00 -4.0403e+00 -1.0096e+00 -4.2296e-02 4.1883e-03 1.9634e-05 8.4231e-02 1.9747e-02 1.9061e-01 8.8399e-02 9.2250e-01 8.3557e-02 1.0075e+00 8.1580e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 348: 1.0251e+02 -4.0999e+00 -2.3199e+00 -4.0404e+00 -1.0096e+00 -4.2345e-02 4.2129e-03 1.9692e-05 8.4295e-02 1.9719e-02 1.9068e-01 8.8210e-02 9.2212e-01 8.3568e-02 1.0075e+00 8.1586e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 349: 1.0251e+02 -4.0999e+00 -2.3198e+00 -4.0404e+00 -1.0095e+00 -4.2617e-02 4.2066e-03 1.9720e-05 8.4289e-02 1.9731e-02 1.9054e-01 8.8147e-02 9.2185e-01 8.3565e-02 1.0070e+00 8.1590e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 350: 1.0251e+02 -4.0999e+00 -2.3196e+00 -4.0405e+00 -1.0093e+00 -4.2582e-02 4.2011e-03 1.9760e-05 8.4302e-02 1.9703e-02 1.9044e-01 8.8068e-02 9.2182e-01 8.3537e-02 1.0070e+00 8.1590e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 351: 1.0251e+02 -4.0998e+00 -2.3198e+00 -4.0405e+00 -1.0093e+00 -4.2377e-02 4.1970e-03 1.9750e-05 8.4587e-02 1.9708e-02 1.9045e-01 8.8008e-02 9.2169e-01 8.3507e-02 1.0067e+00 8.1584e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 352: 1.0251e+02 -4.0998e+00 -2.3201e+00 -4.0405e+00 -1.0091e+00 -4.2159e-02 4.1973e-03 1.9819e-05 8.4804e-02 1.9678e-02 1.9040e-01 8.7894e-02 9.2113e-01 8.3528e-02 1.0061e+00 8.1554e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 353: 1.0251e+02 -4.0998e+00 -2.3202e+00 -4.0405e+00 -1.0088e+00 -4.2123e-02 4.1968e-03 1.9855e-05 8.4945e-02 1.9634e-02 1.9049e-01 8.7941e-02 9.2108e-01 8.3500e-02 1.0058e+00 8.1548e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 354: 1.0251e+02 -4.0998e+00 -2.3204e+00 -4.0404e+00 -1.0087e+00 -4.2217e-02 4.1918e-03 1.9909e-05 8.5122e-02 1.9565e-02 1.9055e-01 8.7948e-02 9.2088e-01 8.3523e-02 1.0059e+00 8.1530e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 355: 1.0251e+02 -4.0998e+00 -2.3206e+00 -4.0404e+00 -1.0086e+00 -4.2057e-02 4.1853e-03 1.9973e-05 8.5389e-02 1.9505e-02 1.9057e-01 8.8109e-02 9.2100e-01 8.3496e-02 1.0058e+00 8.1520e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 356: 1.0251e+02 -4.0998e+00 -2.3209e+00 -4.0403e+00 -1.0084e+00 -4.1880e-02 4.1796e-03 2.0058e-05 8.5446e-02 1.9451e-02 1.9063e-01 8.7944e-02 9.2086e-01 8.3483e-02 1.0061e+00 8.1488e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 357: 1.0251e+02 -4.0998e+00 -2.3210e+00 -4.0404e+00 -1.0084e+00 -4.1565e-02 4.1858e-03 2.0131e-05 8.5481e-02 1.9391e-02 1.9072e-01 8.7879e-02 9.2119e-01 8.3465e-02 1.0066e+00 8.1468e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 358: 1.0251e+02 -4.0998e+00 -2.3213e+00 -4.0404e+00 -1.0084e+00 -4.1497e-02 4.1826e-03 2.0168e-05 8.5661e-02 1.9361e-02 1.9086e-01 8.7635e-02 9.2095e-01 8.3475e-02 1.0069e+00 8.1445e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 359: 1.0251e+02 -4.0997e+00 -2.3212e+00 -4.0405e+00 -1.0083e+00 -4.1127e-02 4.1993e-03 2.0188e-05 8.5904e-02 1.9347e-02 1.9078e-01 8.7558e-02 9.2087e-01 8.3451e-02 1.0068e+00 8.1461e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 360: 1.0251e+02 -4.0997e+00 -2.3215e+00 -4.0405e+00 -1.0082e+00 -4.0919e-02 4.2006e-03 2.0173e-05 8.6133e-02 1.9333e-02 1.9071e-01 8.7479e-02 9.2061e-01 8.3439e-02 1.0067e+00 8.1453e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 361: 1.0251e+02 -4.0997e+00 -2.3218e+00 -4.0406e+00 -1.0084e+00 -4.0317e-02 4.2013e-03 2.0253e-05 8.6558e-02 1.9351e-02 1.9075e-01 8.7309e-02 9.2060e-01 8.3425e-02 1.0069e+00 8.1464e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 362: 1.0251e+02 -4.0997e+00 -2.3221e+00 -4.0407e+00 -1.0086e+00 -3.9991e-02 4.2004e-03 2.0305e-05 8.6952e-02 1.9369e-02 1.9077e-01 8.7106e-02 9.2037e-01 8.3462e-02 1.0072e+00 8.1464e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 363: 1.0251e+02 -4.0997e+00 -2.3224e+00 -4.0407e+00 -1.0086e+00 -3.9745e-02 4.1920e-03 2.0350e-05 8.7210e-02 1.9373e-02 1.9095e-01 8.6967e-02 9.2025e-01 8.3462e-02 1.0070e+00 8.1489e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 364: 1.0251e+02 -4.0997e+00 -2.3225e+00 -4.0407e+00 -1.0088e+00 -3.9585e-02 4.1826e-03 2.0355e-05 8.7449e-02 1.9353e-02 1.9099e-01 8.7119e-02 9.2081e-01 8.3468e-02 1.0070e+00 8.1514e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 365: 1.0251e+02 -4.0997e+00 -2.3224e+00 -4.0407e+00 -1.0088e+00 -3.9531e-02 4.1781e-03 2.0298e-05 8.7646e-02 1.9346e-02 1.9083e-01 8.6997e-02 9.2106e-01 8.3455e-02 1.0068e+00 8.1546e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 366: 1.0251e+02 -4.0997e+00 -2.3223e+00 -4.0407e+00 -1.0088e+00 -3.9436e-02 4.1805e-03 2.0301e-05 8.7772e-02 1.9354e-02 1.9074e-01 8.7057e-02 9.2118e-01 8.3426e-02 1.0064e+00 8.1555e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 367: 1.0251e+02 -4.0997e+00 -2.3223e+00 -4.0408e+00 -1.0088e+00 -3.9172e-02 4.1791e-03 2.0368e-05 8.7914e-02 1.9333e-02 1.9063e-01 8.6948e-02 9.2106e-01 8.3409e-02 1.0060e+00 8.1558e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 368: 1.0251e+02 -4.0997e+00 -2.3222e+00 -4.0410e+00 -1.0088e+00 -3.8640e-02 4.1857e-03 2.0343e-05 8.7937e-02 1.9334e-02 1.9051e-01 8.6857e-02 9.2143e-01 8.3379e-02 1.0058e+00 8.1564e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 369: 1.0251e+02 -4.0997e+00 -2.3223e+00 -4.0411e+00 -1.0088e+00 -3.8331e-02 4.1862e-03 2.0309e-05 8.7933e-02 1.9319e-02 1.9046e-01 8.6689e-02 9.2126e-01 8.3410e-02 1.0053e+00 8.1559e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 370: 1.0251e+02 -4.0997e+00 -2.3222e+00 -4.0413e+00 -1.0088e+00 -3.7984e-02 4.1921e-03 2.0301e-05 8.8082e-02 1.9313e-02 1.9050e-01 8.6622e-02 9.2101e-01 8.3424e-02 1.0049e+00 8.1559e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 371: 1.0251e+02 -4.0998e+00 -2.3222e+00 -4.0415e+00 -1.0087e+00 -3.7729e-02 4.1972e-03 2.0277e-05 8.8271e-02 1.9308e-02 1.9035e-01 8.6655e-02 9.2092e-01 8.3426e-02 1.0046e+00 8.1575e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 372: 1.0251e+02 -4.0998e+00 -2.3222e+00 -4.0414e+00 -1.0087e+00 -3.7571e-02 4.1922e-03 2.0292e-05 8.8651e-02 1.9317e-02 1.9025e-01 8.6528e-02 9.2126e-01 8.3440e-02 1.0046e+00 8.1576e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 373: 1.0251e+02 -4.0998e+00 -2.3223e+00 -4.0415e+00 -1.0087e+00 -3.7327e-02 4.1971e-03 2.0343e-05 8.8865e-02 1.9290e-02 1.9002e-01 8.6437e-02 9.2122e-01 8.3475e-02 1.0044e+00 8.1571e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 374: 1.0251e+02 -4.0998e+00 -2.3224e+00 -4.0415e+00 -1.0089e+00 -3.7275e-02 4.2072e-03 2.0450e-05 8.9078e-02 1.9306e-02 1.9002e-01 8.6224e-02 9.2111e-01 8.3480e-02 1.0047e+00 8.1569e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 375: 1.0251e+02 -4.0998e+00 -2.3226e+00 -4.0415e+00 -1.0089e+00 -3.7080e-02 4.2062e-03 2.0489e-05 8.9178e-02 1.9320e-02 1.9016e-01 8.6141e-02 9.2116e-01 8.3483e-02 1.0047e+00 8.1586e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 376: 1.0251e+02 -4.0998e+00 -2.3230e+00 -4.0415e+00 -1.0089e+00 -3.7043e-02 4.2105e-03 2.0517e-05 8.9291e-02 1.9325e-02 1.9018e-01 8.6033e-02 9.2114e-01 8.3474e-02 1.0046e+00 8.1572e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 377: 1.0251e+02 -4.0998e+00 -2.3234e+00 -4.0414e+00 -1.0090e+00 -3.7302e-02 4.2097e-03 2.0524e-05 8.9438e-02 1.9333e-02 1.9012e-01 8.6018e-02 9.2123e-01 8.3476e-02 1.0046e+00 8.1545e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 378: 1.0251e+02 -4.0998e+00 -2.3234e+00 -4.0413e+00 -1.0089e+00 -3.7617e-02 4.2161e-03 2.0520e-05 8.9567e-02 1.9305e-02 1.9012e-01 8.6106e-02 9.2115e-01 8.3444e-02 1.0049e+00 8.1534e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 379: 1.0251e+02 -4.0998e+00 -2.3232e+00 -4.0412e+00 -1.0088e+00 -3.8039e-02 4.2231e-03 2.0484e-05 8.9704e-02 1.9276e-02 1.9015e-01 8.5914e-02 9.2060e-01 8.3438e-02 1.0048e+00 8.1532e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 380: 1.0251e+02 -4.0998e+00 -2.3229e+00 -4.0409e+00 -1.0088e+00 -3.8613e-02 4.2221e-03 2.0452e-05 8.9751e-02 1.9293e-02 1.9018e-01 8.5907e-02 9.2032e-01 8.3428e-02 1.0045e+00 8.1545e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 381: 1.0251e+02 -4.0998e+00 -2.3228e+00 -4.0408e+00 -1.0088e+00 -3.8992e-02 4.2177e-03 2.0475e-05 8.9641e-02 1.9314e-02 1.9014e-01 8.5978e-02 9.2015e-01 8.3429e-02 1.0040e+00 8.1535e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 382: 1.0251e+02 -4.0998e+00 -2.3228e+00 -4.0408e+00 -1.0088e+00 -3.9393e-02 4.2092e-03 2.0508e-05 8.9624e-02 1.9352e-02 1.9010e-01 8.5929e-02 9.2037e-01 8.3422e-02 1.0037e+00 8.1535e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 383: 1.0251e+02 -4.0998e+00 -2.3226e+00 -4.0407e+00 -1.0089e+00 -3.9650e-02 4.2080e-03 2.0503e-05 8.9621e-02 1.9349e-02 1.9000e-01 8.5735e-02 9.2021e-01 8.3436e-02 1.0038e+00 8.1544e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 384: 1.0251e+02 -4.0998e+00 -2.3223e+00 -4.0407e+00 -1.0089e+00 -3.9709e-02 4.2111e-03 2.0489e-05 8.9690e-02 1.9347e-02 1.8985e-01 8.5516e-02 9.2025e-01 8.3420e-02 1.0037e+00 8.1541e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 385: 1.0251e+02 -4.0998e+00 -2.3225e+00 -4.0406e+00 -1.0087e+00 -3.9762e-02 4.2130e-03 2.0458e-05 8.9795e-02 1.9380e-02 1.8978e-01 8.5306e-02 9.2055e-01 8.3405e-02 1.0034e+00 8.1518e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 386: 1.0251e+02 -4.0998e+00 -2.3226e+00 -4.0407e+00 -1.0087e+00 -3.9801e-02 4.2117e-03 2.0473e-05 8.9838e-02 1.9386e-02 1.8986e-01 8.5045e-02 9.2034e-01 8.3388e-02 1.0036e+00 8.1512e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 387: 1.0251e+02 -4.0998e+00 -2.3228e+00 -4.0408e+00 -1.0088e+00 -3.9548e-02 4.2221e-03 2.0474e-05 8.9914e-02 1.9399e-02 1.9001e-01 8.4840e-02 9.2080e-01 8.3373e-02 1.0037e+00 8.1503e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 388: 1.0251e+02 -4.0998e+00 -2.3230e+00 -4.0408e+00 -1.0088e+00 -3.9408e-02 4.2272e-03 2.0464e-05 8.9977e-02 1.9383e-02 1.9000e-01 8.4644e-02 9.2070e-01 8.3377e-02 1.0034e+00 8.1494e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 389: 1.0250e+02 -4.0998e+00 -2.3229e+00 -4.0408e+00 -1.0087e+00 -3.9326e-02 4.2285e-03 2.0459e-05 8.9927e-02 1.9366e-02 1.9001e-01 8.4485e-02 9.2063e-01 8.3367e-02 1.0032e+00 8.1487e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 390: 1.0250e+02 -4.0998e+00 -2.3231e+00 -4.0409e+00 -1.0086e+00 -3.9130e-02 4.2286e-03 2.0423e-05 8.9894e-02 1.9331e-02 1.8996e-01 8.4434e-02 9.2054e-01 8.3339e-02 1.0032e+00 8.1481e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 391: 1.0250e+02 -4.0998e+00 -2.3232e+00 -4.0410e+00 -1.0086e+00 -3.8976e-02 4.2242e-03 2.0419e-05 8.9782e-02 1.9299e-02 1.8992e-01 8.4344e-02 9.2089e-01 8.3320e-02 1.0032e+00 8.1480e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 392: 1.0250e+02 -4.0998e+00 -2.3232e+00 -4.0409e+00 -1.0086e+00 -3.8856e-02 4.2179e-03 2.0396e-05 8.9773e-02 1.9263e-02 1.8984e-01 8.4469e-02 9.2084e-01 8.3309e-02 1.0034e+00 8.1489e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 393: 1.0250e+02 -4.0998e+00 -2.3234e+00 -4.0409e+00 -1.0089e+00 -3.8820e-02 4.2135e-03 2.0375e-05 8.9746e-02 1.9259e-02 1.8972e-01 8.4731e-02 9.2088e-01 8.3310e-02 1.0031e+00 8.1481e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 394: 1.0250e+02 -4.0998e+00 -2.3234e+00 -4.0410e+00 -1.0089e+00 -3.8759e-02 4.2123e-03 2.0382e-05 8.9791e-02 1.9271e-02 1.8958e-01 8.5075e-02 9.2064e-01 8.3316e-02 1.0028e+00 8.1483e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 395: 1.0250e+02 -4.0998e+00 -2.3234e+00 -4.0410e+00 -1.0090e+00 -3.8565e-02 4.2179e-03 2.0420e-05 8.9844e-02 1.9279e-02 1.8948e-01 8.5286e-02 9.2070e-01 8.3311e-02 1.0027e+00 8.1499e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 396: 1.0250e+02 -4.0998e+00 -2.3233e+00 -4.0411e+00 -1.0092e+00 -3.8505e-02 4.2207e-03 2.0445e-05 8.9863e-02 1.9281e-02 1.8944e-01 8.5452e-02 9.2053e-01 8.3326e-02 1.0028e+00 8.1524e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 397: 1.0250e+02 -4.0998e+00 -2.3232e+00 -4.0411e+00 -1.0093e+00 -3.8366e-02 4.2115e-03 2.0410e-05 8.9792e-02 1.9287e-02 1.8938e-01 8.5649e-02 9.2063e-01 8.3351e-02 1.0034e+00 8.1519e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 398: 1.0250e+02 -4.0998e+00 -2.3234e+00 -4.0411e+00 -1.0093e+00 -3.8179e-02 4.2049e-03 2.0362e-05 8.9718e-02 1.9281e-02 1.8943e-01 8.5813e-02 9.2065e-01 8.3391e-02 1.0040e+00 8.1513e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 399: 1.0250e+02 -4.0998e+00 -2.3236e+00 -4.0411e+00 -1.0093e+00 -3.8020e-02 4.2015e-03 2.0320e-05 8.9743e-02 1.9283e-02 1.8934e-01 8.5899e-02 9.2056e-01 8.3426e-02 1.0045e+00 8.1500e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 400: 1.0250e+02 -4.0998e+00 -2.3237e+00 -4.0412e+00 -1.0093e+00 -3.7796e-02 4.2017e-03 2.0296e-05 8.9684e-02 1.9297e-02 1.8932e-01 8.5849e-02 9.2107e-01 8.3413e-02 1.0051e+00 8.1502e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 401: 1.0250e+02 -4.0998e+00 -2.3238e+00 -4.0413e+00 -1.0093e+00 -3.7697e-02 4.1959e-03 2.0275e-05 8.9618e-02 1.9291e-02 1.8914e-01 8.5796e-02 9.2086e-01 8.3480e-02 1.0051e+00 8.1510e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 402: 1.0250e+02 -4.0998e+00 -2.3238e+00 -4.0414e+00 -1.0093e+00 -3.7639e-02 4.1863e-03 2.0273e-05 8.9522e-02 1.9285e-02 1.8898e-01 8.5723e-02 9.2041e-01 8.3534e-02 1.0053e+00 8.1520e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 403: 1.0250e+02 -4.0998e+00 -2.3238e+00 -4.0415e+00 -1.0093e+00 -3.7634e-02 4.1878e-03 2.0250e-05 8.9456e-02 1.9288e-02 1.8895e-01 8.5791e-02 9.1990e-01 8.3549e-02 1.0055e+00 8.1545e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 404: 1.0250e+02 -4.0999e+00 -2.3239e+00 -4.0416e+00 -1.0094e+00 -3.7581e-02 4.1854e-03 2.0292e-05 8.9326e-02 1.9326e-02 1.8902e-01 8.5928e-02 9.2016e-01 8.3542e-02 1.0053e+00 8.1565e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 405: 1.0250e+02 -4.0999e+00 -2.3239e+00 -4.0415e+00 -1.0094e+00 -3.7740e-02 4.1804e-03 2.0333e-05 8.9304e-02 1.9334e-02 1.8892e-01 8.6225e-02 9.1978e-01 8.3559e-02 1.0052e+00 8.1588e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 406: 1.0250e+02 -4.0999e+00 -2.3241e+00 -4.0415e+00 -1.0093e+00 -3.7837e-02 4.1866e-03 2.0375e-05 8.9281e-02 1.9322e-02 1.8906e-01 8.6421e-02 9.1972e-01 8.3556e-02 1.0051e+00 8.1596e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 407: 1.0250e+02 -4.0999e+00 -2.3240e+00 -4.0415e+00 -1.0092e+00 -3.8211e-02 4.1948e-03 2.0335e-05 8.9117e-02 1.9303e-02 1.8913e-01 8.6644e-02 9.1975e-01 8.3592e-02 1.0052e+00 8.1594e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 408: 1.0250e+02 -4.0999e+00 -2.3239e+00 -4.0415e+00 -1.0091e+00 -3.8144e-02 4.2081e-03 2.0320e-05 8.9057e-02 1.9287e-02 1.8912e-01 8.6825e-02 9.1992e-01 8.3572e-02 1.0054e+00 8.1577e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 409: 1.0250e+02 -4.0999e+00 -2.3239e+00 -4.0415e+00 -1.0092e+00 -3.8261e-02 4.2186e-03 2.0295e-05 8.9007e-02 1.9339e-02 1.8923e-01 8.6869e-02 9.1991e-01 8.3568e-02 1.0053e+00 8.1578e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 410: 1.0250e+02 -4.0999e+00 -2.3239e+00 -4.0414e+00 -1.0093e+00 -3.8478e-02 4.2150e-03 2.0311e-05 8.9089e-02 1.9427e-02 1.8939e-01 8.7036e-02 9.2050e-01 8.3537e-02 1.0051e+00 8.1581e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 411: 1.0250e+02 -4.0999e+00 -2.3238e+00 -4.0413e+00 -1.0092e+00 -3.8732e-02 4.2116e-03 2.0289e-05 8.9015e-02 1.9467e-02 1.8939e-01 8.7005e-02 9.2025e-01 8.3538e-02 1.0049e+00 8.1581e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 412: 1.0250e+02 -4.0999e+00 -2.3238e+00 -4.0413e+00 -1.0092e+00 -3.8793e-02 4.2085e-03 2.0295e-05 8.9020e-02 1.9477e-02 1.8946e-01 8.7080e-02 9.2047e-01 8.3532e-02 1.0049e+00 8.1575e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 413: 1.0250e+02 -4.0999e+00 -2.3236e+00 -4.0412e+00 -1.0093e+00 -3.8937e-02 4.2069e-03 2.0288e-05 8.9121e-02 1.9495e-02 1.8939e-01 8.7203e-02 9.2043e-01 8.3528e-02 1.0046e+00 8.1581e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 414: 1.0250e+02 -4.0999e+00 -2.3233e+00 -4.0412e+00 -1.0093e+00 -3.9068e-02 4.2065e-03 2.0272e-05 8.9126e-02 1.9508e-02 1.8939e-01 8.7485e-02 9.2038e-01 8.3517e-02 1.0046e+00 8.1589e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 415: 1.0250e+02 -4.0999e+00 -2.3234e+00 -4.0412e+00 -1.0092e+00 -3.9299e-02 4.2117e-03 2.0277e-05 8.8971e-02 1.9564e-02 1.8955e-01 8.7734e-02 9.2051e-01 8.3502e-02 1.0048e+00 8.1575e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 416: 1.0250e+02 -4.0999e+00 -2.3232e+00 -4.0413e+00 -1.0092e+00 -3.9575e-02 4.2122e-03 2.0269e-05 8.8909e-02 1.9609e-02 1.8954e-01 8.7910e-02 9.2061e-01 8.3488e-02 1.0045e+00 8.1561e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 417: 1.0250e+02 -4.0999e+00 -2.3228e+00 -4.0412e+00 -1.0092e+00 -3.9794e-02 4.2133e-03 2.0289e-05 8.8845e-02 1.9606e-02 1.8949e-01 8.8036e-02 9.2065e-01 8.3481e-02 1.0047e+00 8.1558e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 418: 1.0250e+02 -4.0999e+00 -2.3226e+00 -4.0412e+00 -1.0092e+00 -4.0019e-02 4.2209e-03 2.0279e-05 8.8864e-02 1.9618e-02 1.8939e-01 8.8094e-02 9.2062e-01 8.3490e-02 1.0044e+00 8.1566e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 419: 1.0250e+02 -4.0999e+00 -2.3225e+00 -4.0411e+00 -1.0092e+00 -4.0090e-02 4.2242e-03 2.0258e-05 8.9089e-02 1.9644e-02 1.8924e-01 8.8285e-02 9.2082e-01 8.3484e-02 1.0040e+00 8.1567e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 420: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0410e+00 -1.0091e+00 -4.0260e-02 4.2298e-03 2.0249e-05 8.9215e-02 1.9640e-02 1.8919e-01 8.8683e-02 9.2127e-01 8.3454e-02 1.0041e+00 8.1564e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 421: 1.0250e+02 -4.0998e+00 -2.3222e+00 -4.0410e+00 -1.0090e+00 -4.0359e-02 4.2292e-03 2.0289e-05 8.9366e-02 1.9642e-02 1.8928e-01 8.8905e-02 9.2154e-01 8.3452e-02 1.0038e+00 8.1572e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 422: 1.0250e+02 -4.0998e+00 -2.3223e+00 -4.0410e+00 -1.0088e+00 -4.0380e-02 4.2311e-03 2.0289e-05 8.9318e-02 1.9636e-02 1.8934e-01 8.9025e-02 9.2137e-01 8.3486e-02 1.0039e+00 8.1562e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 423: 1.0250e+02 -4.0998e+00 -2.3224e+00 -4.0411e+00 -1.0088e+00 -4.0256e-02 4.2283e-03 2.0277e-05 8.9324e-02 1.9645e-02 1.8923e-01 8.9305e-02 9.2129e-01 8.3484e-02 1.0038e+00 8.1565e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 424: 1.0250e+02 -4.0998e+00 -2.3226e+00 -4.0412e+00 -1.0088e+00 -4.0075e-02 4.2333e-03 2.0245e-05 8.9193e-02 1.9657e-02 1.8914e-01 8.9480e-02 9.2122e-01 8.3487e-02 1.0039e+00 8.1587e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 425: 1.0250e+02 -4.0998e+00 -2.3226e+00 -4.0413e+00 -1.0088e+00 -3.9950e-02 4.2360e-03 2.0257e-05 8.9170e-02 1.9644e-02 1.8924e-01 8.9622e-02 9.2104e-01 8.3492e-02 1.0042e+00 8.1599e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 426: 1.0250e+02 -4.0998e+00 -2.3226e+00 -4.0413e+00 -1.0088e+00 -3.9789e-02 4.2376e-03 2.0245e-05 8.9143e-02 1.9654e-02 1.8917e-01 8.9791e-02 9.2100e-01 8.3514e-02 1.0039e+00 8.1607e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 427: 1.0250e+02 -4.0998e+00 -2.3224e+00 -4.0414e+00 -1.0087e+00 -3.9766e-02 4.2469e-03 2.0228e-05 8.9102e-02 1.9656e-02 1.8913e-01 9.0076e-02 9.2110e-01 8.3499e-02 1.0037e+00 8.1607e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 428: 1.0250e+02 -4.0998e+00 -2.3225e+00 -4.0414e+00 -1.0088e+00 -3.9662e-02 4.2522e-03 2.0205e-05 8.9151e-02 1.9669e-02 1.8912e-01 9.0312e-02 9.2102e-01 8.3483e-02 1.0036e+00 8.1599e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 429: 1.0250e+02 -4.0998e+00 -2.3225e+00 -4.0414e+00 -1.0089e+00 -3.9547e-02 4.2615e-03 2.0187e-05 8.9103e-02 1.9681e-02 1.8907e-01 9.0576e-02 9.2082e-01 8.3488e-02 1.0035e+00 8.1592e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 430: 1.0250e+02 -4.0998e+00 -2.3224e+00 -4.0414e+00 -1.0088e+00 -3.9593e-02 4.2613e-03 2.0159e-05 8.9075e-02 1.9692e-02 1.8894e-01 9.0762e-02 9.2073e-01 8.3487e-02 1.0035e+00 8.1603e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 431: 1.0250e+02 -4.0998e+00 -2.3223e+00 -4.0413e+00 -1.0088e+00 -3.9929e-02 4.2668e-03 2.0112e-05 8.8982e-02 1.9682e-02 1.8901e-01 9.0997e-02 9.2043e-01 8.3487e-02 1.0036e+00 8.1604e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 432: 1.0250e+02 -4.0998e+00 -2.3223e+00 -4.0413e+00 -1.0088e+00 -4.0182e-02 4.2693e-03 2.0089e-05 8.8860e-02 1.9659e-02 1.8898e-01 9.1110e-02 9.2024e-01 8.3490e-02 1.0036e+00 8.1585e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 433: 1.0250e+02 -4.0998e+00 -2.3222e+00 -4.0412e+00 -1.0088e+00 -4.0415e-02 4.2706e-03 2.0081e-05 8.8670e-02 1.9650e-02 1.8899e-01 9.1199e-02 9.1999e-01 8.3485e-02 1.0036e+00 8.1587e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 434: 1.0250e+02 -4.0998e+00 -2.3220e+00 -4.0412e+00 -1.0087e+00 -4.0405e-02 4.2661e-03 2.0060e-05 8.8576e-02 1.9667e-02 1.8897e-01 9.1180e-02 9.1998e-01 8.3468e-02 1.0034e+00 8.1594e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 435: 1.0250e+02 -4.0998e+00 -2.3218e+00 -4.0413e+00 -1.0087e+00 -4.0471e-02 4.2639e-03 2.0050e-05 8.8450e-02 1.9671e-02 1.8891e-01 9.1156e-02 9.1970e-01 8.3469e-02 1.0033e+00 8.1602e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 436: 1.0250e+02 -4.0998e+00 -2.3216e+00 -4.0413e+00 -1.0086e+00 -4.0478e-02 4.2614e-03 2.0025e-05 8.8470e-02 1.9677e-02 1.8892e-01 9.1234e-02 9.1948e-01 8.3484e-02 1.0033e+00 8.1608e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 437: 1.0250e+02 -4.0998e+00 -2.3214e+00 -4.0413e+00 -1.0086e+00 -4.0648e-02 4.2569e-03 2.0021e-05 8.8378e-02 1.9694e-02 1.8896e-01 9.1289e-02 9.1946e-01 8.3486e-02 1.0034e+00 8.1608e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 438: 1.0250e+02 -4.0998e+00 -2.3214e+00 -4.0413e+00 -1.0085e+00 -4.0807e-02 4.2559e-03 2.0029e-05 8.8244e-02 1.9704e-02 1.8898e-01 9.1352e-02 9.1920e-01 8.3494e-02 1.0034e+00 8.1604e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 439: 1.0250e+02 -4.0998e+00 -2.3215e+00 -4.0413e+00 -1.0084e+00 -4.0814e-02 4.2472e-03 2.0035e-05 8.8064e-02 1.9736e-02 1.8905e-01 9.1469e-02 9.1900e-01 8.3510e-02 1.0032e+00 8.1602e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 440: 1.0250e+02 -4.0998e+00 -2.3216e+00 -4.0414e+00 -1.0084e+00 -4.0845e-02 4.2385e-03 2.0044e-05 8.7953e-02 1.9775e-02 1.8906e-01 9.1482e-02 9.1902e-01 8.3529e-02 1.0029e+00 8.1605e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 441: 1.0250e+02 -4.0998e+00 -2.3218e+00 -4.0415e+00 -1.0084e+00 -4.0561e-02 4.2293e-03 2.0096e-05 8.7978e-02 1.9848e-02 1.8914e-01 9.1431e-02 9.1890e-01 8.3545e-02 1.0026e+00 8.1618e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 442: 1.0250e+02 -4.0998e+00 -2.3219e+00 -4.0415e+00 -1.0085e+00 -4.0297e-02 4.2190e-03 2.0140e-05 8.8016e-02 1.9884e-02 1.8912e-01 9.1373e-02 9.1910e-01 8.3556e-02 1.0025e+00 8.1632e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 443: 1.0250e+02 -4.0998e+00 -2.3222e+00 -4.0415e+00 -1.0086e+00 -4.0124e-02 4.2172e-03 2.0182e-05 8.8183e-02 1.9921e-02 1.8920e-01 9.1354e-02 9.1928e-01 8.3555e-02 1.0023e+00 8.1646e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 444: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0416e+00 -1.0084e+00 -4.0120e-02 4.2226e-03 2.0208e-05 8.8142e-02 1.9980e-02 1.8916e-01 9.1269e-02 9.1934e-01 8.3540e-02 1.0020e+00 8.1653e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 445: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0416e+00 -1.0083e+00 -4.0180e-02 4.2279e-03 2.0283e-05 8.8188e-02 2.0009e-02 1.8925e-01 9.1096e-02 9.1924e-01 8.3538e-02 1.0017e+00 8.1644e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 446: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0417e+00 -1.0084e+00 -4.0083e-02 4.2373e-03 2.0357e-05 8.8255e-02 2.0030e-02 1.8937e-01 9.0921e-02 9.1921e-01 8.3535e-02 1.0015e+00 8.1652e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 447: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0417e+00 -1.0083e+00 -4.0032e-02 4.2591e-03 2.0418e-05 8.8322e-02 2.0055e-02 1.8931e-01 9.0741e-02 9.1928e-01 8.3527e-02 1.0011e+00 8.1662e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 448: 1.0250e+02 -4.0999e+00 -2.3224e+00 -4.0417e+00 -1.0083e+00 -4.0042e-02 4.2759e-03 2.0499e-05 8.8372e-02 2.0083e-02 1.8935e-01 9.0554e-02 9.1942e-01 8.3524e-02 1.0010e+00 8.1661e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 449: 1.0250e+02 -4.0999e+00 -2.3224e+00 -4.0417e+00 -1.0083e+00 -4.0219e-02 4.2779e-03 2.0525e-05 8.8377e-02 2.0104e-02 1.8937e-01 9.0424e-02 9.1970e-01 8.3510e-02 1.0009e+00 8.1654e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 450: 1.0250e+02 -4.0999e+00 -2.3223e+00 -4.0416e+00 -1.0084e+00 -4.0390e-02 4.2779e-03 2.0520e-05 8.8387e-02 2.0120e-02 1.8939e-01 9.0277e-02 9.1991e-01 8.3489e-02 1.0010e+00 8.1662e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 451: 1.0250e+02 -4.0999e+00 -2.3221e+00 -4.0415e+00 -1.0085e+00 -4.0403e-02 4.2785e-03 2.0554e-05 8.8442e-02 2.0130e-02 1.8934e-01 9.0032e-02 9.2001e-01 8.3485e-02 1.0011e+00 8.1676e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 452: 1.0250e+02 -4.0999e+00 -2.3220e+00 -4.0415e+00 -1.0084e+00 -4.0503e-02 4.2730e-03 2.0537e-05 8.8507e-02 2.0135e-02 1.8926e-01 8.9777e-02 9.2031e-01 8.3473e-02 1.0013e+00 8.1671e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 453: 1.0250e+02 -4.0999e+00 -2.3221e+00 -4.0415e+00 -1.0084e+00 -4.0716e-02 4.2650e-03 2.0525e-05 8.8565e-02 2.0168e-02 1.8921e-01 8.9653e-02 9.2030e-01 8.3473e-02 1.0010e+00 8.1665e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 454: 1.0250e+02 -4.0999e+00 -2.3221e+00 -4.0415e+00 -1.0083e+00 -4.0900e-02 4.2583e-03 2.0505e-05 8.8572e-02 2.0194e-02 1.8912e-01 8.9524e-02 9.2039e-01 8.3457e-02 1.0009e+00 8.1658e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 455: 1.0250e+02 -4.0999e+00 -2.3220e+00 -4.0415e+00 -1.0083e+00 -4.0930e-02 4.2524e-03 2.0495e-05 8.8643e-02 2.0246e-02 1.8914e-01 8.9416e-02 9.2035e-01 8.3454e-02 1.0006e+00 8.1655e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 456: 1.0250e+02 -4.0999e+00 -2.3218e+00 -4.0414e+00 -1.0084e+00 -4.1008e-02 4.2455e-03 2.0482e-05 8.8831e-02 2.0290e-02 1.8904e-01 8.9438e-02 9.2042e-01 8.3448e-02 1.0005e+00 8.1672e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 457: 1.0250e+02 -4.0999e+00 -2.3216e+00 -4.0414e+00 -1.0085e+00 -4.1073e-02 4.2376e-03 2.0479e-05 8.8831e-02 2.0310e-02 1.8893e-01 8.9411e-02 9.2049e-01 8.3438e-02 1.0005e+00 8.1677e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 458: 1.0250e+02 -4.0999e+00 -2.3215e+00 -4.0414e+00 -1.0085e+00 -4.1036e-02 4.2288e-03 2.0479e-05 8.8894e-02 2.0311e-02 1.8879e-01 8.9378e-02 9.2055e-01 8.3419e-02 1.0006e+00 8.1689e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 459: 1.0250e+02 -4.0999e+00 -2.3216e+00 -4.0414e+00 -1.0085e+00 -4.1084e-02 4.2296e-03 2.0472e-05 8.8976e-02 2.0290e-02 1.8876e-01 8.9365e-02 9.2056e-01 8.3404e-02 1.0007e+00 8.1678e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 460: 1.0250e+02 -4.0999e+00 -2.3215e+00 -4.0414e+00 -1.0084e+00 -4.1065e-02 4.2257e-03 2.0473e-05 8.8978e-02 2.0254e-02 1.8871e-01 8.9287e-02 9.2061e-01 8.3386e-02 1.0007e+00 8.1663e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 461: 1.0250e+02 -4.0999e+00 -2.3213e+00 -4.0414e+00 -1.0084e+00 -4.1142e-02 4.2254e-03 2.0441e-05 8.8952e-02 2.0238e-02 1.8864e-01 8.9236e-02 9.2067e-01 8.3359e-02 1.0007e+00 8.1670e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 462: 1.0250e+02 -4.0999e+00 -2.3213e+00 -4.0413e+00 -1.0083e+00 -4.1199e-02 4.2230e-03 2.0409e-05 8.9161e-02 2.0235e-02 1.8852e-01 8.9179e-02 9.2070e-01 8.3339e-02 1.0005e+00 8.1686e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 463: 1.0250e+02 -4.0999e+00 -2.3214e+00 -4.0413e+00 -1.0084e+00 -4.1131e-02 4.2191e-03 2.0397e-05 8.9356e-02 2.0251e-02 1.8850e-01 8.9138e-02 9.2098e-01 8.3308e-02 1.0003e+00 8.1688e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 464: 1.0250e+02 -4.0999e+00 -2.3213e+00 -4.0414e+00 -1.0084e+00 -4.0937e-02 4.2187e-03 2.0395e-05 8.9553e-02 2.0237e-02 1.8848e-01 8.9097e-02 9.2108e-01 8.3293e-02 1.0001e+00 8.1684e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 465: 1.0250e+02 -4.0999e+00 -2.3213e+00 -4.0414e+00 -1.0086e+00 -4.0873e-02 4.2226e-03 2.0374e-05 8.9675e-02 2.0210e-02 1.8854e-01 8.9045e-02 9.2115e-01 8.3282e-02 1.0002e+00 8.1678e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 466: 1.0250e+02 -4.0999e+00 -2.3213e+00 -4.0414e+00 -1.0085e+00 -4.1046e-02 4.2312e-03 2.0379e-05 8.9703e-02 2.0232e-02 1.8852e-01 8.9031e-02 9.2100e-01 8.3294e-02 9.9982e-01 8.1665e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 467: 1.0250e+02 -4.0999e+00 -2.3214e+00 -4.0414e+00 -1.0086e+00 -4.1081e-02 4.2382e-03 2.0421e-05 8.9802e-02 2.0266e-02 1.8851e-01 8.9175e-02 9.2124e-01 8.3271e-02 9.9943e-01 8.1671e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 468: 1.0250e+02 -4.0999e+00 -2.3215e+00 -4.0414e+00 -1.0085e+00 -4.1107e-02 4.2412e-03 2.0446e-05 8.9937e-02 2.0281e-02 1.8857e-01 8.9238e-02 9.2125e-01 8.3255e-02 9.9912e-01 8.1659e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 469: 1.0250e+02 -4.0999e+00 -2.3214e+00 -4.0414e+00 -1.0084e+00 -4.1269e-02 4.2380e-03 2.0449e-05 8.9938e-02 2.0285e-02 1.8867e-01 8.9378e-02 9.2144e-01 8.3225e-02 9.9906e-01 8.1651e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 470: 1.0250e+02 -4.0999e+00 -2.3212e+00 -4.0413e+00 -1.0083e+00 -4.1552e-02 4.2384e-03 2.0437e-05 8.9924e-02 2.0280e-02 1.8878e-01 8.9520e-02 9.2149e-01 8.3205e-02 9.9880e-01 8.1648e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 471: 1.0250e+02 -4.0999e+00 -2.3210e+00 -4.0412e+00 -1.0082e+00 -4.2096e-02 4.2375e-03 2.0433e-05 8.9875e-02 2.0267e-02 1.8880e-01 8.9608e-02 9.2149e-01 8.3221e-02 9.9869e-01 8.1642e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 472: 1.0250e+02 -4.0999e+00 -2.3210e+00 -4.0411e+00 -1.0081e+00 -4.2380e-02 4.2446e-03 2.0435e-05 8.9823e-02 2.0262e-02 1.8885e-01 8.9602e-02 9.2156e-01 8.3233e-02 9.9868e-01 8.1643e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 473: 1.0250e+02 -4.0999e+00 -2.3210e+00 -4.0410e+00 -1.0080e+00 -4.2522e-02 4.2486e-03 2.0429e-05 8.9793e-02 2.0231e-02 1.8877e-01 8.9608e-02 9.2177e-01 8.3210e-02 9.9901e-01 8.1637e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 474: 1.0250e+02 -4.0999e+00 -2.3209e+00 -4.0410e+00 -1.0079e+00 -4.2640e-02 4.2536e-03 2.0403e-05 8.9731e-02 2.0213e-02 1.8876e-01 8.9632e-02 9.2177e-01 8.3192e-02 9.9942e-01 8.1632e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 475: 1.0250e+02 -4.0999e+00 -2.3208e+00 -4.0409e+00 -1.0079e+00 -4.2882e-02 4.2576e-03 2.0375e-05 8.9666e-02 2.0190e-02 1.8866e-01 8.9718e-02 9.2160e-01 8.3218e-02 9.9931e-01 8.1622e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 476: 1.0250e+02 -4.0999e+00 -2.3207e+00 -4.0409e+00 -1.0080e+00 -4.2983e-02 4.2599e-03 2.0368e-05 8.9563e-02 2.0171e-02 1.8859e-01 8.9777e-02 9.2162e-01 8.3236e-02 9.9932e-01 8.1620e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 477: 1.0250e+02 -4.0999e+00 -2.3205e+00 -4.0410e+00 -1.0081e+00 -4.3022e-02 4.2570e-03 2.0364e-05 8.9440e-02 2.0166e-02 1.8860e-01 8.9785e-02 9.2171e-01 8.3236e-02 9.9940e-01 8.1633e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 478: 1.0250e+02 -4.0999e+00 -2.3203e+00 -4.0410e+00 -1.0080e+00 -4.3129e-02 4.2505e-03 2.0371e-05 8.9374e-02 2.0151e-02 1.8859e-01 8.9826e-02 9.2171e-01 8.3224e-02 9.9970e-01 8.1620e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 479: 1.0250e+02 -4.1000e+00 -2.3201e+00 -4.0410e+00 -1.0080e+00 -4.3186e-02 4.2440e-03 2.0373e-05 8.9355e-02 2.0133e-02 1.8858e-01 8.9837e-02 9.2168e-01 8.3214e-02 9.9991e-01 8.1621e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 480: 1.0250e+02 -4.1000e+00 -2.3198e+00 -4.0410e+00 -1.0080e+00 -4.3477e-02 4.2424e-03 2.0440e-05 8.9311e-02 2.0121e-02 1.8857e-01 8.9848e-02 9.2158e-01 8.3221e-02 9.9995e-01 8.1627e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 481: 1.0250e+02 -4.1000e+00 -2.3194e+00 -4.0410e+00 -1.0079e+00 -4.3647e-02 4.2358e-03 2.0479e-05 8.9315e-02 2.0096e-02 1.8851e-01 8.9865e-02 9.2159e-01 8.3197e-02 1.0002e+00 8.1642e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 482: 1.0250e+02 -4.1000e+00 -2.3188e+00 -4.0409e+00 -1.0079e+00 -4.3909e-02 4.2370e-03 2.0551e-05 8.9382e-02 2.0085e-02 1.8840e-01 8.9799e-02 9.2147e-01 8.3229e-02 1.0001e+00 8.1656e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 483: 1.0250e+02 -4.1000e+00 -2.3189e+00 -4.0409e+00 -1.0078e+00 -4.4169e-02 4.2467e-03 2.0587e-05 8.9377e-02 2.0054e-02 1.8838e-01 8.9943e-02 9.2130e-01 8.3237e-02 1.0003e+00 8.1650e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 484: 1.0250e+02 -4.1000e+00 -2.3188e+00 -4.0408e+00 -1.0078e+00 -4.4346e-02 4.2627e-03 2.0605e-05 8.9450e-02 2.0020e-02 1.8840e-01 9.0090e-02 9.2114e-01 8.3237e-02 1.0004e+00 8.1639e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 485: 1.0250e+02 -4.1000e+00 -2.3185e+00 -4.0408e+00 -1.0079e+00 -4.4414e-02 4.2737e-03 2.0594e-05 8.9541e-02 1.9999e-02 1.8842e-01 9.0237e-02 9.2116e-01 8.3227e-02 1.0004e+00 8.1641e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 486: 1.0250e+02 -4.1000e+00 -2.3183e+00 -4.0408e+00 -1.0080e+00 -4.4572e-02 4.2902e-03 2.0581e-05 8.9733e-02 1.9978e-02 1.8837e-01 9.0412e-02 9.2098e-01 8.3224e-02 1.0003e+00 8.1642e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 487: 1.0250e+02 -4.1000e+00 -2.3182e+00 -4.0407e+00 -1.0081e+00 -4.4698e-02 4.2979e-03 2.0560e-05 8.9822e-02 1.9954e-02 1.8827e-01 9.0744e-02 9.2114e-01 8.3212e-02 1.0003e+00 8.1644e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 488: 1.0250e+02 -4.1000e+00 -2.3180e+00 -4.0406e+00 -1.0081e+00 -4.4892e-02 4.3035e-03 2.0549e-05 8.9849e-02 1.9928e-02 1.8816e-01 9.1000e-02 9.2118e-01 8.3206e-02 1.0003e+00 8.1644e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 489: 1.0250e+02 -4.1000e+00 -2.3180e+00 -4.0406e+00 -1.0081e+00 -4.5037e-02 4.2987e-03 2.0515e-05 8.9843e-02 1.9906e-02 1.8815e-01 9.1260e-02 9.2116e-01 8.3190e-02 1.0001e+00 8.1633e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 490: 1.0250e+02 -4.1000e+00 -2.3179e+00 -4.0405e+00 -1.0081e+00 -4.5139e-02 4.2930e-03 2.0508e-05 8.9827e-02 1.9887e-02 1.8814e-01 9.1545e-02 9.2114e-01 8.3178e-02 9.9991e-01 8.1624e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 491: 1.0250e+02 -4.1000e+00 -2.3179e+00 -4.0405e+00 -1.0081e+00 -4.5107e-02 4.2871e-03 2.0490e-05 8.9765e-02 1.9855e-02 1.8814e-01 9.1702e-02 9.2089e-01 8.3179e-02 9.9986e-01 8.1624e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 492: 1.0250e+02 -4.1000e+00 -2.3178e+00 -4.0405e+00 -1.0080e+00 -4.5192e-02 4.2818e-03 2.0470e-05 8.9791e-02 1.9831e-02 1.8810e-01 9.1846e-02 9.2086e-01 8.3164e-02 9.9977e-01 8.1630e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 493: 1.0250e+02 -4.1000e+00 -2.3179e+00 -4.0406e+00 -1.0078e+00 -4.4968e-02 4.2782e-03 2.0452e-05 8.9797e-02 1.9804e-02 1.8806e-01 9.1987e-02 9.2080e-01 8.3146e-02 9.9982e-01 8.1627e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 494: 1.0250e+02 -4.1000e+00 -2.3180e+00 -4.0406e+00 -1.0078e+00 -4.4773e-02 4.2766e-03 2.0453e-05 8.9696e-02 1.9781e-02 1.8805e-01 9.2096e-02 9.2057e-01 8.3148e-02 9.9999e-01 8.1611e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 495: 1.0250e+02 -4.1000e+00 -2.3181e+00 -4.0408e+00 -1.0078e+00 -4.4647e-02 4.2798e-03 2.0446e-05 8.9661e-02 1.9763e-02 1.8804e-01 9.2155e-02 9.2039e-01 8.3137e-02 9.9999e-01 8.1599e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 496: 1.0250e+02 -4.1000e+00 -2.3182e+00 -4.0408e+00 -1.0079e+00 -4.4482e-02 4.2851e-03 2.0434e-05 8.9630e-02 1.9750e-02 1.8796e-01 9.2258e-02 9.2042e-01 8.3124e-02 1.0000e+00 8.1601e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 497: 1.0250e+02 -4.1000e+00 -2.3184e+00 -4.0409e+00 -1.0079e+00 -4.4175e-02 4.2866e-03 2.0423e-05 8.9656e-02 1.9743e-02 1.8789e-01 9.2225e-02 9.2017e-01 8.3126e-02 1.0002e+00 8.1616e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 498: 1.0250e+02 -4.1000e+00 -2.3187e+00 -4.0409e+00 -1.0079e+00 -4.3826e-02 4.2847e-03 2.0406e-05 8.9587e-02 1.9730e-02 1.8781e-01 9.2143e-02 9.2017e-01 8.3156e-02 1.0002e+00 8.1613e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 499: 1.0250e+02 -4.1000e+00 -2.3190e+00 -4.0409e+00 -1.0078e+00 -4.3529e-02 4.2806e-03 2.0397e-05 8.9653e-02 1.9712e-02 1.8779e-01 9.2107e-02 9.2028e-01 8.3172e-02 1.0004e+00 8.1607e-02</span> +<span class="r-out co"><span class="r-pr">#></span> 500: 1.0250e+02 -4.1000e+00 -2.3193e+00 -4.0409e+00 -1.0077e+00 -4.3241e-02 4.2787e-03 2.0390e-05 8.9759e-02 1.9689e-02 1.8773e-01 9.2021e-02 9.2029e-01 8.3203e-02 1.0006e+00 8.1613e-02</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="co"># The following takes a very long time but gives</span></span> +<span class="r-in"><span class="va">f_nlmixr_dfop_sfo_focei</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlmixr/man/nlmixr.html" class="external-link">nlmixr</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span>, est <span class="op">=</span> <span class="st">"focei"</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Need to run with the source intact to parse comments</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → creating full model...</span> +<span class="r-msg co"><span class="r-pr">#></span> → pruning branches (`if`/`else`)...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → loading into <span style="color: #0000BB;">symengine</span> environment...</span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate jacobian</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate sensitivities</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(f)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → calculate ∂(R²)/∂(η)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in inner model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in EBE model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling inner model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → finding duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → optimizing duplicate expressions in FD model...</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling EBE model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> → compiling events FD model...</span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-msg co"><span class="r-pr">#></span> <span style="color: #00BB00;">✔</span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Needed Covariates:</span> +<span class="r-out co"><span class="r-pr">#></span> [1] "CMT"</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="font-weight: bold;">Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> F: Forward difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> C: Central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> M: Mixed forward and central difference gradient approximation</span> +<span class="r-out co"><span class="r-pr">#></span> Unscaled parameters for Omegas=chol(solve(omega));</span> +<span class="r-out co"><span class="r-pr">#></span> Diagonals are transformed, as specified by foceiControl(diagXform=)</span> +<span class="r-out co"><span class="r-pr">#></span> |-----+---------------+-----------+-----------+-----------+-----------|</span> +<span class="r-out co"><span class="r-pr">#></span> | #| Objective Fun | parent_0 | log_k_m1 |f_parent_qlogis | log_k1 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| log_k2 | g_qlogis | sigma_low | rsd_high |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| o1 | o2 | o3 | o4 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| o5 | o6 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 1</span>| 496.69520 | 1.000 | -1.000 | -0.9393 | -0.9673 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.000 | -0.9214 | -0.9072 | -0.9199 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9082 | -0.8909 | -0.8969 | -0.8991 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8928 | -0.8991 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 496.6952 | 100.0 | -4.100 | -0.9400 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.100 | -0.01100 | 0.7300 | 0.06700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6756 | 1.581 | 1.265 | 1.151 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.477 | 1.151 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 496.6952</span> | 100.0 | 0.01657 | 0.2809 | 0.09072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01657 | 0.4973 | 0.7300 | 0.06700 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6756 | 1.581 | 1.265 | 1.151 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.477 | 1.151 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | G| Gill Diff. | -72.99 | -3.907 | -0.8109 | 0.02803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.841 | 0.006841 | -22.18 | -32.78 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.538 | -16.93 | -12.84 | -12.77 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -15.02 | -9.608 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 2</span>| 1346.5436 | 1.823 | -0.9559 | -0.9301 | -0.9677 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9792 | -0.9215 | -0.6570 | -0.5501 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9482 | -0.6999 | -0.7521 | -0.7551 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7234 | -0.7907 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 1346.5436 | 182.3 | -4.056 | -0.9314 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.079 | -0.01100 | 0.8213 | 0.07939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6486 | 1.883 | 1.449 | 1.317 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.728 | 1.276 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 1346.5436</span> | 182.3 | 0.01732 | 0.2826 | 0.09069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01692 | 0.4972 | 0.8213 | 0.07939 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6486 | 1.883 | 1.449 | 1.317 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.728 | 1.276 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 3</span>| 512.48246 | 1.082 | -0.9956 | -0.9384 | -0.9674 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9979 | -0.9214 | -0.8822 | -0.8830 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9122 | -0.8718 | -0.8824 | -0.8847 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8759 | -0.8883 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 512.48246 | 108.2 | -4.096 | -0.9391 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.098 | -0.01100 | 0.7391 | 0.06824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6729 | 1.611 | 1.284 | 1.167 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.502 | 1.163 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 512.48246</span> | 108.2 | 0.01665 | 0.2811 | 0.09072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01661 | 0.4973 | 0.7391 | 0.06824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6729 | 1.611 | 1.284 | 1.167 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.502 | 1.163 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 4</span>| 495.95762 | 1.015 | -0.9992 | -0.9391 | -0.9673 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9996 | -0.9214 | -0.9027 | -0.9133 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9090 | -0.8874 | -0.8943 | -0.8965 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8898 | -0.8972 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.95762 | 101.5 | -4.099 | -0.9398 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.100 | -0.01100 | 0.7316 | 0.06722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6751 | 1.587 | 1.269 | 1.154 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.482 | 1.153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.95762</span> | 101.5 | 0.01659 | 0.2809 | 0.09072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01658 | 0.4973 | 0.7316 | 0.06722 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6751 | 1.587 | 1.269 | 1.154 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.482 | 1.153 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 41.81 | -3.013 | -0.08916 | -0.3303 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.914 | 0.005472 | -23.39 | -29.38 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.465 | -17.07 | -12.49 | -12.74 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -15.23 | -9.735 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 5</span>| 495.32815 | 1.003 | -0.9984 | -0.9391 | -0.9673 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9991 | -0.9214 | -0.8962 | -0.9051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9099 | -0.8826 | -0.8908 | -0.8930 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8855 | -0.8944 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 495.32815 | 100.3 | -4.098 | -0.9398 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.099 | -0.01100 | 0.7340 | 0.06750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6745 | 1.594 | 1.273 | 1.158 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.156 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 495.32815</span> | 100.3 | 0.01660 | 0.2809 | 0.09073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01659 | 0.4973 | 0.7340 | 0.06750 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6745 | 1.594 | 1.273 | 1.158 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.488 | 1.156 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -47.70 | -3.739 | -0.6694 | -0.04580 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.870 | 0.006670 | -22.76 | -30.26 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.613 | -16.75 | -12.29 | -12.38 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -15.09 | -9.486 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 6</span>| 494.72051 | 1.016 | -0.9974 | -0.9389 | -0.9672 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9986 | -0.9214 | -0.8902 | -0.8971 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9109 | -0.8782 | -0.8876 | -0.8897 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8816 | -0.8919 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.72051 | 101.6 | -4.097 | -0.9397 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.099 | -0.01100 | 0.7362 | 0.06777 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6738 | 1.601 | 1.277 | 1.162 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.159 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.72051</span> | 101.6 | 0.01662 | 0.2810 | 0.09073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01660 | 0.4973 | 0.7362 | 0.06777 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6738 | 1.601 | 1.277 | 1.162 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.494 | 1.159 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 48.34 | -2.939 | -0.03847 | -0.3608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.945 | 0.005434 | -20.90 | -26.17 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.821 | -17.00 | -12.53 | -12.70 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -15.56 | -9.587 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 7</span>| 494.15722 | 1.003 | -0.9966 | -0.9389 | -0.9671 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9981 | -0.9214 | -0.8845 | -0.8900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9119 | -0.8736 | -0.8842 | -0.8863 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8773 | -0.8893 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 494.15722 | 100.3 | -4.097 | -0.9396 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.098 | -0.01100 | 0.7383 | 0.06800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6731 | 1.608 | 1.282 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.500 | 1.162 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 494.15722</span> | 100.3 | 0.01663 | 0.2810 | 0.09074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01660 | 0.4973 | 0.7383 | 0.06800 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6731 | 1.608 | 1.282 | 1.166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.500 | 1.162 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -50.36 | -3.770 | -0.7003 | -0.03307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.882 | 0.006830 | -20.02 | -28.64 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.020 | -16.49 | -12.31 | -12.33 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.87 | -9.319 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 8</span>| 493.49185 | 1.015 | -0.9955 | -0.9387 | -0.9671 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9975 | -0.9214 | -0.8787 | -0.8818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9128 | -0.8688 | -0.8806 | -0.8827 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8730 | -0.8866 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 493.49185 | 101.5 | -4.096 | -0.9395 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.098 | -0.01100 | 0.7404 | 0.06828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6725 | 1.616 | 1.286 | 1.170 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.507 | 1.165 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 493.49185</span> | 101.5 | 0.01665 | 0.2810 | 0.09074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01661 | 0.4973 | 0.7404 | 0.06828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6725 | 1.616 | 1.286 | 1.170 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.507 | 1.165 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 41.03 | -2.976 | -0.07989 | -0.3421 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.950 | 0.005619 | -20.95 | -25.58 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.377 | -16.59 | -11.95 | -12.23 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.73 | -9.398 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 9</span>| 492.95463 | 1.003 | -0.9946 | -0.9387 | -0.9670 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9969 | -0.9215 | -0.8725 | -0.8742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9138 | -0.8639 | -0.8771 | -0.8790 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8686 | -0.8839 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 492.95463 | 100.3 | -4.095 | -0.9394 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.097 | -0.01100 | 0.7427 | 0.06853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6718 | 1.624 | 1.291 | 1.174 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.513 | 1.168 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 492.95463</span> | 100.3 | 0.01666 | 0.2810 | 0.09075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01662 | 0.4973 | 0.7427 | 0.06853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6718 | 1.624 | 1.291 | 1.174 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.513 | 1.168 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -49.97 | -3.772 | -0.7121 | -0.02926 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.890 | 0.006985 | -18.86 | -26.85 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.866 | -16.28 | -11.70 | -11.82 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.59 | -9.132 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 10</span>| 492.31444 | 1.015 | -0.9935 | -0.9385 | -0.9670 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9964 | -0.9215 | -0.8668 | -0.8662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9147 | -0.8589 | -0.8735 | -0.8755 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8642 | -0.8811 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 492.31444 | 101.5 | -4.094 | -0.9393 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.096 | -0.01100 | 0.7448 | 0.06880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6712 | 1.632 | 1.295 | 1.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.520 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 492.31444</span> | 101.5 | 0.01668 | 0.2810 | 0.09075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01663 | 0.4972 | 0.7448 | 0.06880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6712 | 1.632 | 1.295 | 1.178 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.520 | 1.172 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 40.47 | -2.944 | -0.07505 | -0.3464 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.962 | 0.005707 | -18.58 | -22.75 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.454 | -16.50 | -11.93 | -12.14 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -15.04 | -9.193 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 11</span>| 491.79472 | 1.003 | -0.9926 | -0.9385 | -0.9669 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9957 | -0.9215 | -0.8609 | -0.8590 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9158 | -0.8537 | -0.8697 | -0.8716 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8594 | -0.8781 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.79472 | 100.3 | -4.093 | -0.9392 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.096 | -0.01100 | 0.7469 | 0.06904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6705 | 1.640 | 1.300 | 1.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.527 | 1.175 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.79472</span> | 100.3 | 0.01670 | 0.2811 | 0.09076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01664 | 0.4972 | 0.7469 | 0.06904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6705 | 1.640 | 1.300 | 1.183 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.527 | 1.175 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -48.84 | -3.756 | -0.7183 | -0.02810 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.902 | 0.007122 | -19.51 | -25.13 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.711 | -16.03 | -11.73 | -11.80 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.28 | -8.965 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 12</span>| 491.12641 | 1.014 | -0.9913 | -0.9383 | -0.9669 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9951 | -0.9215 | -0.8546 | -0.8511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9167 | -0.8483 | -0.8658 | -0.8677 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8546 | -0.8752 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 491.12641 | 101.4 | -4.091 | -0.9390 | -2.400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.095 | -0.01100 | 0.7492 | 0.06931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6699 | 1.648 | 1.305 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.534 | 1.178 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 491.12641</span> | 101.4 | 0.01672 | 0.2811 | 0.09076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01665 | 0.4972 | 0.7492 | 0.06931 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6699 | 1.648 | 1.305 | 1.187 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.534 | 1.178 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 34.57 | -2.950 | -0.1076 | -0.3310 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.967 | 0.005897 | -18.06 | -21.71 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.154 | -16.24 | -11.62 | -11.87 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.73 | -8.995 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 13</span>| 490.65951 | 1.002 | -0.9903 | -0.9382 | -0.9668 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9944 | -0.9215 | -0.8485 | -0.8438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9178 | -0.8429 | -0.8619 | -0.8637 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8496 | -0.8721 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.65951 | 100.2 | -4.090 | -0.9390 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.094 | -0.01100 | 0.7514 | 0.06955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6692 | 1.657 | 1.310 | 1.192 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.541 | 1.182 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.65951</span> | 100.2 | 0.01673 | 0.2811 | 0.09077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01667 | 0.4972 | 0.7514 | 0.06955 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6692 | 1.657 | 1.310 | 1.192 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.541 | 1.182 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -50.76 | -3.759 | -0.7472 | -0.01668 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.908 | 0.007323 | -16.70 | -21.90 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.094 | -15.72 | -11.38 | -11.47 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.04 | -8.745 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 14</span>| 490.01300 | 1.014 | -0.9891 | -0.9380 | -0.9667 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9937 | -0.9215 | -0.8428 | -0.8366 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9189 | -0.8372 | -0.8579 | -0.8596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8446 | -0.8690 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 490.013 | 101.4 | -4.089 | -0.9388 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.094 | -0.01100 | 0.7535 | 0.06979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6684 | 1.666 | 1.315 | 1.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.549 | 1.186 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 490.013</span> | 101.4 | 0.01676 | 0.2811 | 0.09077 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01668 | 0.4972 | 0.7535 | 0.06979 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6684 | 1.666 | 1.315 | 1.196 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.549 | 1.186 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 34.25 | -2.890 | -0.09666 | -0.3362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.973 | 0.006003 | -17.09 | -20.19 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 3.007 | -15.95 | -11.25 | -11.56 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.42 | -8.788 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 15</span>| 489.51603 | 1.003 | -0.9880 | -0.9380 | -0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9930 | -0.9215 | -0.8366 | -0.8294 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9200 | -0.8313 | -0.8537 | -0.8553 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8392 | -0.8658 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 489.51603 | 100.3 | -4.088 | -0.9388 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.093 | -0.01100 | 0.7558 | 0.07003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6677 | 1.675 | 1.320 | 1.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.556 | 1.189 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 489.51603</span> | 100.3 | 0.01677 | 0.2812 | 0.09078 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01669 | 0.4972 | 0.7558 | 0.07003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6677 | 1.675 | 1.320 | 1.201 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.556 | 1.189 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -45.29 | -3.673 | -0.7179 | -0.03084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.907 | 0.007423 | -17.34 | -21.86 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.565 | -15.52 | -11.05 | -11.19 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.28 | -8.545 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 16</span>| 488.89410 | 1.014 | -0.9866 | -0.9377 | -0.9666 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9922 | -0.9215 | -0.8304 | -0.8220 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9210 | -0.8254 | -0.8495 | -0.8510 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8337 | -0.8625 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.8941 | 101.4 | -4.087 | -0.9385 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.092 | -0.01100 | 0.7580 | 0.07028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6670 | 1.685 | 1.325 | 1.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.565 | 1.193 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.8941</span> | 101.4 | 0.01680 | 0.2812 | 0.09079 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01670 | 0.4972 | 0.7580 | 0.07028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6670 | 1.685 | 1.325 | 1.206 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.565 | 1.193 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 32.56 | -2.827 | -0.09853 | -0.3366 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.968 | 0.006143 | -15.42 | -18.16 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.733 | -15.52 | -10.94 | -11.25 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.13 | -8.583 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 17</span>| 488.48678 | 1.002 | -0.9855 | -0.9377 | -0.9664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9915 | -0.9215 | -0.8246 | -0.8152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9220 | -0.8195 | -0.8454 | -0.8468 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8284 | -0.8593 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 488.48678 | 100.2 | -4.086 | -0.9385 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.091 | -0.01100 | 0.7601 | 0.07051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6663 | 1.694 | 1.331 | 1.211 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.572 | 1.197 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 488.48678</span> | 100.2 | 0.01681 | 0.2812 | 0.09080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01671 | 0.4972 | 0.7601 | 0.07051 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6663 | 1.694 | 1.331 | 1.211 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.572 | 1.197 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -50.86 | -3.681 | -0.7723 |-0.0007467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.892 | 0.007742 | -16.40 | -20.55 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.306 | -15.16 | -10.65 | -10.82 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -14.00 | -8.331 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 18</span>| 487.81394 | 1.012 | -0.9841 | -0.9374 | -0.9664 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9907 | -0.9215 | -0.8186 | -0.8083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9229 | -0.8132 | -0.8411 | -0.8424 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8225 | -0.8558 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.81394 | 101.2 | -4.084 | -0.9383 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.091 | -0.01100 | 0.7623 | 0.07074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6657 | 1.704 | 1.336 | 1.216 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.581 | 1.201 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.81394</span> | 101.2 | 0.01684 | 0.2812 | 0.09080 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01673 | 0.4972 | 0.7623 | 0.07074 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6657 | 1.704 | 1.336 | 1.216 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.581 | 1.201 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 24.73 | -2.818 | -0.1513 | -0.3103 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.952 | 0.006413 | -14.43 | -16.89 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.774 | -15.21 | -10.56 | -10.91 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -13.80 | -8.354 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 19</span>| 487.41354 | 1.002 | -0.9829 | -0.9374 | -0.9663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9898 | -0.9215 | -0.8126 | -0.8013 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9240 | -0.8068 | -0.8367 | -0.8378 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8167 | -0.8523 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 487.41354 | 100.2 | -4.083 | -0.9382 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.090 | -0.01100 | 0.7645 | 0.07098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6649 | 1.714 | 1.342 | 1.221 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.590 | 1.205 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 487.41354</span> | 100.2 | 0.01686 | 0.2813 | 0.09082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01674 | 0.4972 | 0.7645 | 0.07098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6649 | 1.714 | 1.342 | 1.221 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.590 | 1.205 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -49.04 | -3.605 | -0.7738 | -0.005231 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.885 | 0.007887 | -13.75 | -19.14 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.153 | -14.90 | -10.33 | -10.54 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -13.68 | -8.125 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 20</span>| 486.77105 | 1.012 | -0.9814 | -0.9371 | -0.9662 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9889 | -0.9215 | -0.8076 | -0.7947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9250 | -0.7999 | -0.8321 | -0.8330 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8104 | -0.8486 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 486.77105 | 101.2 | -4.081 | -0.9380 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.089 | -0.01100 | 0.7664 | 0.07119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6643 | 1.725 | 1.347 | 1.227 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.599 | 1.209 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 486.77105</span> | 101.2 | 0.01688 | 0.2813 | 0.09082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01676 | 0.4972 | 0.7664 | 0.07119 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6643 | 1.725 | 1.347 | 1.227 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.599 | 1.209 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 24.27 | -2.713 | -0.1438 | -0.3142 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.939 | 0.006562 | -14.18 | -16.12 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.525 | -14.86 | -10.17 | -10.57 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -13.46 | -8.131 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 21</span>| 486.40106 | 1.002 | -0.9802 | -0.9371 | -0.9661 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9881 | -0.9215 | -0.8015 | -0.7878 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9261 | -0.7935 | -0.8277 | -0.8285 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8046 | -0.8452 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 486.40106 | 100.2 | -4.080 | -0.9379 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.088 | -0.01100 | 0.7686 | 0.07143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6635 | 1.735 | 1.353 | 1.232 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.608 | 1.213 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 486.40106</span> | 100.2 | 0.01690 | 0.2813 | 0.09083 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01677 | 0.4972 | 0.7686 | 0.07143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6635 | 1.735 | 1.353 | 1.232 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.608 | 1.213 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -49.43 | -3.533 | -0.7907 | 0.002583 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.861 | 0.008122 | -12.85 | -17.77 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.313 | -14.52 | -9.868 | -10.18 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -13.34 | -7.899 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 22</span>| 485.77865 | 1.012 | -0.9786 | -0.9368 | -0.9660 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9871 | -0.9215 | -0.7966 | -0.7818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9271 | -0.7864 | -0.8231 | -0.8237 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7980 | -0.8414 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.77865 | 101.2 | -4.079 | -0.9376 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.087 | -0.01100 | 0.7704 | 0.07163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6629 | 1.746 | 1.359 | 1.238 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.617 | 1.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.77865</span> | 101.2 | 0.01693 | 0.2814 | 0.09084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01679 | 0.4972 | 0.7704 | 0.07163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6629 | 1.746 | 1.359 | 1.238 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.617 | 1.217 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 23.77 | -2.587 | -0.1355 | -0.3176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.913 | 0.006717 | -13.39 | -15.00 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.211 | -14.53 | -9.747 | -10.22 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -13.16 | -7.915 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 23</span>| 485.42886 | 1.002 | -0.9775 | -0.9367 | -0.9659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9862 | -0.9215 | -0.7907 | -0.7751 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9281 | -0.7799 | -0.8187 | -0.8190 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7921 | -0.8378 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 485.42886 | 100.2 | -4.077 | -0.9376 | -2.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.086 | -0.01100 | 0.7725 | 0.07185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6622 | 1.757 | 1.364 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.626 | 1.221 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 485.42886</span> | 100.2 | 0.01695 | 0.2814 | 0.09085 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01680 | 0.4972 | 0.7725 | 0.07185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6622 | 1.757 | 1.364 | 1.243 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.626 | 1.221 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -48.95 | -3.431 | -0.7980 | 0.007511 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.828 | 0.008340 | -12.05 | -16.59 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.177 | -14.27 | -9.567 | -9.843 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.98 | -7.655 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 24</span>| 484.82183 | 1.012 | -0.9759 | -0.9364 | -0.9658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9852 | -0.9215 | -0.7861 | -0.7697 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9290 | -0.7723 | -0.8141 | -0.8141 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7852 | -0.8339 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.82183 | 101.2 | -4.076 | -0.9373 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.085 | -0.01100 | 0.7742 | 0.07203 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6616 | 1.769 | 1.370 | 1.249 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.636 | 1.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.82183</span> | 101.2 | 0.01698 | 0.2814 | 0.09086 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01682 | 0.4972 | 0.7742 | 0.07203 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6616 | 1.769 | 1.370 | 1.249 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.636 | 1.226 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 22.05 | -2.460 | -0.1372 | -0.3150 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.875 | 0.006918 | -12.51 | -13.87 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.059 | -14.26 | -9.441 | -9.910 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.81 | -7.688 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 25</span>| 484.49026 | 1.002 | -0.9747 | -0.9363 | -0.9656 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9843 | -0.9215 | -0.7802 | -0.7632 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9300 | -0.7655 | -0.8095 | -0.8093 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7791 | -0.8302 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 484.49026 | 100.2 | -4.075 | -0.9372 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.084 | -0.01100 | 0.7764 | 0.07225 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6609 | 1.779 | 1.376 | 1.254 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.645 | 1.230 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 484.49026</span> | 100.2 | 0.01700 | 0.2815 | 0.09087 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01684 | 0.4972 | 0.7764 | 0.07225 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6609 | 1.779 | 1.376 | 1.254 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.645 | 1.230 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -48.40 | -3.314 | -0.8046 | 0.01082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.785 | 0.008564 | -11.34 | -13.90 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.095 | -13.95 | -9.157 | -9.483 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.66 | -7.448 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 26</span>| 483.91316 | 1.012 | -0.9731 | -0.9360 | -0.9656 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9832 | -0.9215 | -0.7758 | -0.7593 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9309 | -0.7575 | -0.8048 | -0.8042 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7719 | -0.8261 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.91316 | 101.2 | -4.073 | -0.9369 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.083 | -0.01100 | 0.7780 | 0.07238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6603 | 1.792 | 1.382 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.656 | 1.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.91316</span> | 101.2 | 0.01702 | 0.2815 | 0.09088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01685 | 0.4972 | 0.7780 | 0.07238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6603 | 1.792 | 1.382 | 1.260 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.656 | 1.235 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 21.71 | -2.295 | -0.1241 | -0.3190 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.824 | 0.007081 | -13.14 | -14.20 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.713 | -13.92 | -9.049 | -9.560 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.44 | -7.439 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 27</span>| 483.53972 | 1.003 | -0.9719 | -0.9359 | -0.9654 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9822 | -0.9215 | -0.7695 | -0.7529 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9317 | -0.7501 | -0.8002 | -0.7993 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7653 | -0.8222 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.53972 | 100.3 | -4.072 | -0.9368 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.082 | -0.01100 | 0.7803 | 0.07259 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6598 | 1.804 | 1.388 | 1.266 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.666 | 1.239 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.53972</span> | 100.3 | 0.01705 | 0.2815 | 0.09089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01687 | 0.4972 | 0.7803 | 0.07259 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6598 | 1.804 | 1.388 | 1.266 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.666 | 1.239 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -41.33 | -3.086 | -0.7421 | -0.01550 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.732 | 0.008667 | -12.24 | -14.31 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.879 | -13.57 | -8.704 | -9.151 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.31 | -7.231 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 28</span>| 483.02129 | 1.012 | -0.9704 | -0.9356 | -0.9653 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9811 | -0.9215 | -0.7639 | -0.7482 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9323 | -0.7422 | -0.7957 | -0.7943 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7582 | -0.8182 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 483.02129 | 101.2 | -4.070 | -0.9365 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.081 | -0.01100 | 0.7823 | 0.07275 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6594 | 1.816 | 1.393 | 1.271 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.676 | 1.244 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 483.02129</span> | 101.2 | 0.01707 | 0.2816 | 0.09090 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01689 | 0.4972 | 0.7823 | 0.07275 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6594 | 1.816 | 1.393 | 1.271 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.676 | 1.244 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 24.99 | -2.064 | -0.07177 | -0.3414 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.768 | 0.007186 | -12.35 | -13.09 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.619 | -13.63 | -8.749 | -9.199 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -12.40 | -7.209 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 29</span>| 482.63111 | 1.003 | -0.9692 | -0.9355 | -0.9651 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9800 | -0.9215 | -0.7579 | -0.7429 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9329 | -0.7344 | -0.7911 | -0.7893 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7510 | -0.8142 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.63111 | 100.3 | -4.069 | -0.9364 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.080 | -0.01100 | 0.7845 | 0.07293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6589 | 1.829 | 1.399 | 1.277 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.687 | 1.249 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.63111</span> | 100.3 | 0.01709 | 0.2816 | 0.09092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01691 | 0.4972 | 0.7845 | 0.07293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6589 | 1.829 | 1.399 | 1.277 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.687 | 1.249 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -36.55 | -2.873 | -0.6941 | -0.03251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.664 | 0.008820 | -11.56 | -13.31 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.468 | -13.22 | -8.319 | -8.815 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.93 | -7.014 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 30</span>| 482.15860 | 1.013 | -0.9679 | -0.9352 | -0.9650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9789 | -0.9215 | -0.7525 | -0.7387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9332 | -0.7261 | -0.7866 | -0.7843 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7435 | -0.8100 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 482.1586 | 101.3 | -4.068 | -0.9361 | -2.398 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.079 | -0.01100 | 0.7865 | 0.07307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6587 | 1.842 | 1.405 | 1.283 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.698 | 1.253 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 482.1586</span> | 101.3 | 0.01711 | 0.2817 | 0.09093 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01693 | 0.4972 | 0.7865 | 0.07307 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6587 | 1.842 | 1.405 | 1.283 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.698 | 1.253 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 26.18 | -1.853 | -0.03641 | -0.3540 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.697 | 0.007343 | -10.35 | -10.94 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.762 | -13.15 | -8.194 | -8.841 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.73 | -7.013 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 31</span>| 481.77253 | 1.004 | -0.9667 | -0.9350 | -0.9648 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9778 | -0.9215 | -0.7477 | -0.7350 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9339 | -0.7174 | -0.7818 | -0.7789 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7358 | -0.8055 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.77253 | 100.4 | -4.067 | -0.9360 | -2.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.078 | -0.01100 | 0.7882 | 0.07320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6583 | 1.855 | 1.411 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.709 | 1.259 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.77253</span> | 100.4 | 0.01713 | 0.2817 | 0.09095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01695 | 0.4972 | 0.7882 | 0.07320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6583 | 1.855 | 1.411 | 1.289 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.709 | 1.259 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -33.42 | -2.468 | -0.6588 | -0.04495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.582 | 0.009000 | -9.278 | -10.93 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 2.073 | -12.89 | -7.995 | -8.451 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.53 | -6.784 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 32</span>| 481.33405 | 1.012 | -0.9656 | -0.9347 | -0.9646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9766 | -0.9215 | -0.7446 | -0.7329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9352 | -0.7079 | -0.7769 | -0.7733 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7275 | -0.8008 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 481.33405 | 101.2 | -4.066 | -0.9357 | -2.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.077 | -0.01100 | 0.7894 | 0.07326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6574 | 1.870 | 1.417 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.721 | 1.264 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 481.33405</span> | 101.2 | 0.01715 | 0.2818 | 0.09096 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01697 | 0.4972 | 0.7894 | 0.07326 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6574 | 1.870 | 1.417 | 1.296 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.721 | 1.264 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 23.32 | -1.710 | -0.03967 | -0.3452 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.599 | 0.007614 | -9.890 | -10.44 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.650 | -12.78 | -7.841 | -8.441 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.31 | -6.748 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 33</span>| 480.95912 | 1.004 | -0.9646 | -0.9346 | -0.9644 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9754 | -0.9215 | -0.7406 | -0.7300 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9364 | -0.6985 | -0.7720 | -0.7677 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7193 | -0.7960 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.95912 | 100.4 | -4.065 | -0.9356 | -2.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.075 | -0.01100 | 0.7908 | 0.07336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6566 | 1.885 | 1.424 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.734 | 1.270 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.95912</span> | 100.4 | 0.01717 | 0.2818 | 0.09098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01699 | 0.4972 | 0.7908 | 0.07336 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6566 | 1.885 | 1.424 | 1.302 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.734 | 1.270 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -30.38 | -2.273 | -0.6168 | -0.05646 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.481 | 0.009185 | -8.899 | -11.86 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.510 | -12.49 | -7.578 | -8.069 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -11.13 | -6.546 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 34</span>| 480.53887 | 1.012 | -0.9637 | -0.9342 | -0.9642 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9743 | -0.9216 | -0.7379 | -0.7267 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9369 | -0.6888 | -0.7673 | -0.7623 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7109 | -0.7912 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.53887 | 101.2 | -4.064 | -0.9352 | -2.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.074 | -0.01100 | 0.7918 | 0.07347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 1.901 | 1.429 | 1.308 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.746 | 1.275 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.53887</span> | 101.2 | 0.01719 | 0.2819 | 0.09100 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01700 | 0.4972 | 0.7918 | 0.07347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 1.901 | 1.429 | 1.308 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.746 | 1.275 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 23.40 | -1.545 | -0.009684 | -0.3499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.497 | 0.007817 | -10.78 | -11.16 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.267 | -12.36 | -7.423 | -8.042 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.90 | -6.497 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 35</span>| 480.15983 | 1.005 | -0.9631 | -0.9341 | -0.9640 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9733 | -0.9216 | -0.7332 | -0.7223 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9371 | -0.6793 | -0.7629 | -0.7571 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7029 | -0.7866 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.15983 | 100.5 | -4.063 | -0.9351 | -2.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.073 | -0.01100 | 0.7935 | 0.07362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6561 | 1.916 | 1.435 | 1.314 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.758 | 1.280 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.15983</span> | 100.5 | 0.01720 | 0.2819 | 0.09102 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01702 | 0.4972 | 0.7935 | 0.07362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6561 | 1.916 | 1.435 | 1.314 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.758 | 1.280 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -28.57 | -2.381 | -0.5845 | -0.05882 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.378 | 0.009420 | -9.960 | -11.12 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.408 | -12.08 | -7.201 | -7.708 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.66 | -6.274 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 36</span>| 479.76525 | 1.013 | -0.9621 | -0.9338 | -0.9638 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9724 | -0.9216 | -0.7274 | -0.7189 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9370 | -0.6698 | -0.7590 | -0.7523 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6950 | -0.7821 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.76525 | 101.3 | -4.062 | -0.9349 | -2.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.072 | -0.01100 | 0.7956 | 0.07373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 1.931 | 1.440 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.770 | 1.286 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.76525</span> | 101.3 | 0.01721 | 0.2819 | 0.09104 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01704 | 0.4972 | 0.7956 | 0.07373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 1.931 | 1.440 | 1.320 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.770 | 1.286 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 25.60 | -1.145 | 0.04744 | -0.3638 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.405 | 0.007969 | -8.937 | -9.159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.481 | -11.97 | -7.076 | -7.721 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.46 | -6.241 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 37</span>| 479.40619 | 1.005 | -0.9617 | -0.9337 | -0.9635 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9714 | -0.9216 | -0.7231 | -0.7171 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9376 | -0.6597 | -0.7546 | -0.7470 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6867 | -0.7774 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.40619 | 100.5 | -4.062 | -0.9348 | -2.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.071 | -0.01100 | 0.7972 | 0.07380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.947 | 1.445 | 1.326 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.782 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.40619</span> | 100.5 | 0.01722 | 0.2820 | 0.09107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01705 | 0.4972 | 0.7972 | 0.07380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.947 | 1.445 | 1.326 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.782 | 1.291 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -26.68 | -2.255 | -0.5492 | -0.06756 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.289 | 0.009576 | -8.071 | -10.65 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.114 | -11.68 | -6.840 | -7.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.30 | -6.055 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 38</span>| 479.03445 | 1.012 | -0.9610 | -0.9335 | -0.9633 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9705 | -0.9216 | -0.7212 | -0.7148 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9376 | -0.6492 | -0.7503 | -0.7416 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6779 | -0.7724 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 479.03445 | 101.2 | -4.061 | -0.9345 | -2.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.071 | -0.01100 | 0.7979 | 0.07387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.963 | 1.451 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.795 | 1.297 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 479.03445</span> | 101.2 | 0.01723 | 0.2820 | 0.09109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01707 | 0.4972 | 0.7979 | 0.07387 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.963 | 1.451 | 1.332 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.795 | 1.297 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 22.12 | -1.081 | 0.03630 | -0.3485 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.311 | 0.008233 | -8.610 | -8.856 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.385 | -11.53 | -6.694 | -7.351 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -10.05 | -5.987 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 39</span>| 478.70046 | 1.005 | -0.9607 | -0.9334 | -0.9629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9697 | -0.9216 | -0.7185 | -0.7124 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9378 | -0.6386 | -0.7461 | -0.7363 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6692 | -0.7674 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.70046 | 100.5 | -4.061 | -0.9345 | -2.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.070 | -0.01100 | 0.7989 | 0.07395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6557 | 1.980 | 1.456 | 1.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.808 | 1.302 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.70046</span> | 100.5 | 0.01724 | 0.2820 | 0.09112 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01708 | 0.4972 | 0.7989 | 0.07395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6557 | 1.980 | 1.456 | 1.338 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.808 | 1.302 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -26.51 | -2.193 | -0.5308 | -0.05813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.191 | 0.009843 | -9.246 | -10.25 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.049 | -11.25 | -6.459 | -7.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.842 | -5.790 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 40</span>| 478.33460 | 1.012 | -0.9602 | -0.9332 | -0.9627 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9690 | -0.9216 | -0.7136 | -0.7111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9376 | -0.6278 | -0.7425 | -0.7314 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6607 | -0.7626 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.3346 | 101.2 | -4.060 | -0.9343 | -2.395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.069 | -0.01100 | 0.8007 | 0.07400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.997 | 1.461 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.820 | 1.308 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.3346</span> | 101.2 | 0.01724 | 0.2821 | 0.09114 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01709 | 0.4972 | 0.8007 | 0.07400 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6558 | 1.997 | 1.461 | 1.344 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.820 | 1.308 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 20.00 | -1.246 | 0.04282 | -0.3358 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.228 | 0.008460 | -8.250 | -8.533 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.305 | -11.09 | -6.335 | -6.999 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.637 | -5.739 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 41</span>| 478.02904 | 1.005 | -0.9595 | -0.9333 | -0.9623 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9683 | -0.9217 | -0.7087 | -0.7092 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9377 | -0.6173 | -0.7388 | -0.7264 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6523 | -0.7577 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 478.02904 | 100.5 | -4.060 | -0.9343 | -2.395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.068 | -0.01100 | 0.8025 | 0.07406 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6557 | 2.014 | 1.466 | 1.350 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.833 | 1.314 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 478.02904</span> | 100.5 | 0.01726 | 0.2820 | 0.09117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01711 | 0.4972 | 0.8025 | 0.07406 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6557 | 2.014 | 1.466 | 1.350 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.833 | 1.314 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -28.91 | -2.133 | -0.5430 | -0.03427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.114 | 0.01012 | -7.324 | -9.914 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9278 | -10.81 | -6.119 | -6.673 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.457 | -5.557 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 42</span>| 477.67480 | 1.012 | -0.9587 | -0.9331 | -0.9620 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9677 | -0.9217 | -0.7077 | -0.7075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9374 | -0.6060 | -0.7354 | -0.7215 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6433 | -0.7527 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.6748 | 101.2 | -4.059 | -0.9342 | -2.395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.068 | -0.01100 | 0.8028 | 0.07412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6559 | 2.032 | 1.470 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.846 | 1.319 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.6748</span> | 101.2 | 0.01727 | 0.2821 | 0.09120 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01712 | 0.4972 | 0.8028 | 0.07412 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6559 | 2.032 | 1.470 | 1.355 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.846 | 1.319 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 17.58 | -1.074 | 0.03251 | -0.3151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.162 | 0.008688 | -9.226 | -9.481 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9303 | -10.65 | -6.004 | -6.660 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.223 | -5.492 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 43</span>| 477.36674 | 1.005 | -0.9586 | -0.9332 | -0.9617 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9672 | -0.9217 | -0.7028 | -0.7029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9362 | -0.5954 | -0.7323 | -0.7170 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6350 | -0.7479 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.36674 | 100.5 | -4.059 | -0.9343 | -2.394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.067 | -0.01100 | 0.8046 | 0.07427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6567 | 2.048 | 1.474 | 1.361 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.858 | 1.325 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.36674</span> | 100.5 | 0.01727 | 0.2821 | 0.09123 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01713 | 0.4972 | 0.8046 | 0.07427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6567 | 2.048 | 1.474 | 1.361 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.858 | 1.325 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -26.86 | -1.999 | -0.5088 | -0.02993 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.056 | 0.01029 | -6.930 | -7.943 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.123 | -10.40 | -5.776 | -6.354 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -9.032 | -5.321 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 44</span>| 477.05158 | 1.012 | -0.9583 | -0.9331 | -0.9614 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9667 | -0.9217 | -0.6985 | -0.7029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9357 | -0.5841 | -0.7296 | -0.7125 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6265 | -0.7430 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 477.05158 | 101.2 | -4.058 | -0.9342 | -2.394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.067 | -0.01100 | 0.8062 | 0.07427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6570 | 2.066 | 1.477 | 1.366 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.871 | 1.331 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 477.05158</span> | 101.2 | 0.01728 | 0.2821 | 0.09126 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01713 | 0.4972 | 0.8062 | 0.07427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6570 | 2.066 | 1.477 | 1.366 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.871 | 1.331 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 21.59 | -0.9080 | 0.1072 | -0.3377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.120 | 0.008656 | -8.076 | -8.919 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8940 | -10.23 | -5.724 | -6.385 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.830 | -5.273 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 45</span>| 476.75116 | 1.006 | -0.9582 | -0.9333 | -0.9610 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9662 | -0.9217 | -0.6961 | -0.7025 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9353 | -0.5723 | -0.7265 | -0.7076 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6174 | -0.7378 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.75116 | 100.6 | -4.058 | -0.9343 | -2.394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.066 | -0.01100 | 0.8070 | 0.07428 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6573 | 2.085 | 1.481 | 1.371 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.884 | 1.337 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.75116</span> | 100.6 | 0.01728 | 0.2820 | 0.09129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01714 | 0.4972 | 0.8070 | 0.07428 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6573 | 2.085 | 1.481 | 1.371 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.884 | 1.337 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -19.26 | -1.806 | -0.3949 | -0.06769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | 0.01017 | -6.717 | -7.715 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.115 | -9.949 | -5.529 | -6.080 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.599 | -5.083 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 46</span>| 476.47529 | 1.013 | -0.9577 | -0.9333 | -0.9608 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9657 | -0.9218 | -0.6941 | -0.7020 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9354 | -0.5606 | -0.7233 | -0.7027 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6086 | -0.7326 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.47529 | 101.3 | -4.058 | -0.9343 | -2.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.066 | -0.01100 | 0.8078 | 0.07430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6573 | 2.103 | 1.485 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.897 | 1.342 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.47529</span> | 101.3 | 0.01729 | 0.2820 | 0.09132 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01715 | 0.4972 | 0.8078 | 0.07430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6573 | 2.103 | 1.485 | 1.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.897 | 1.342 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 23.23 | -0.7393 | 0.1467 | -0.3435 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.063 | 0.008714 | -6.650 | -7.604 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.072 | -9.778 | -5.421 | -6.068 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.413 | -5.023 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 47</span>| 476.20958 | 1.007 | -0.9575 | -0.9335 | -0.9604 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9651 | -0.9218 | -0.6949 | -0.7035 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9364 | -0.5488 | -0.7198 | -0.6977 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5996 | -0.7274 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 476.20958 | 100.7 | -4.058 | -0.9345 | -2.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.065 | -0.01100 | 0.8075 | 0.07425 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6566 | 2.122 | 1.490 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.910 | 1.349 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 476.20958</span> | 100.7 | 0.01729 | 0.2820 | 0.09135 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01716 | 0.4972 | 0.8075 | 0.07425 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6566 | 2.122 | 1.490 | 1.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.910 | 1.349 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -16.91 | -1.652 | -0.3580 | -0.07063 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9392 | 0.01022 | -6.706 | -7.708 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9788 | -9.498 | -5.202 | -5.742 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -8.208 | -4.851 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 48</span>| 475.96032 | 1.013 | -0.9572 | -0.9335 | -0.9601 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9647 | -0.9218 | -0.6944 | -0.7034 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9370 | -0.5368 | -0.7166 | -0.6928 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5905 | -0.7221 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.96032 | 101.3 | -4.057 | -0.9346 | -2.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.065 | -0.01100 | 0.8077 | 0.07425 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 2.141 | 1.494 | 1.388 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.924 | 1.355 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.96032</span> | 101.3 | 0.01730 | 0.2820 | 0.09138 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01717 | 0.4972 | 0.8077 | 0.07425 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6562 | 2.141 | 1.494 | 1.388 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.924 | 1.355 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 22.21 | -0.6469 | 0.1490 | -0.3297 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9912 | 0.008804 | -6.697 | -7.730 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.011 | -9.295 | -5.014 | -5.737 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.990 | -4.768 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 49</span>| 475.69232 | 1.007 | -0.9579 | -0.9338 | -0.9597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9645 | -0.9219 | -0.6939 | -0.7032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9375 | -0.5243 | -0.7149 | -0.6885 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5813 | -0.7168 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.69232 | 100.7 | -4.058 | -0.9348 | -2.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.064 | -0.01100 | 0.8078 | 0.07426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6559 | 2.161 | 1.496 | 1.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.937 | 1.361 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.69232</span> | 100.7 | 0.01729 | 0.2819 | 0.09141 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01717 | 0.4972 | 0.8078 | 0.07426 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6559 | 2.161 | 1.496 | 1.393 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.937 | 1.361 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -16.63 | -1.703 | -0.3428 | -0.06069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9074 | 0.01024 | -7.409 | -9.759 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6668 | -9.063 | -4.970 | -5.451 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.786 | -4.607 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 50</span>| 475.41012 | 1.012 | -0.9580 | -0.9340 | -0.9594 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9645 | -0.9219 | -0.6912 | -0.6928 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9358 | -0.5138 | -0.7150 | -0.6862 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5743 | -0.7128 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.41012 | 101.2 | -4.058 | -0.9351 | -2.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.064 | -0.01101 | 0.8088 | 0.07461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6570 | 2.177 | 1.496 | 1.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.948 | 1.365 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.41012</span> | 101.2 | 0.01728 | 0.2819 | 0.09144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01717 | 0.4972 | 0.8088 | 0.07461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6570 | 2.177 | 1.496 | 1.396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.948 | 1.365 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 17.88 | -0.8521 | 0.09625 | -0.2834 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.006 | 0.008928 | -8.320 | -8.272 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6841 | -8.896 | -4.958 | -5.482 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.690 | -4.565 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 51</span>| 475.17343 | 1.006 | -0.9580 | -0.9344 | -0.9592 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9643 | -0.9219 | -0.6806 | -0.6840 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9328 | -0.5062 | -0.7153 | -0.6852 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5694 | -0.7102 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 475.17343 | 100.6 | -4.058 | -0.9354 | -2.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.064 | -0.01101 | 0.8127 | 0.07490 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6590 | 2.189 | 1.495 | 1.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.955 | 1.368 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 475.17343</span> | 100.6 | 0.01728 | 0.2818 | 0.09146 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01718 | 0.4972 | 0.8127 | 0.07490 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6590 | 2.189 | 1.495 | 1.397 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.955 | 1.368 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -22.54 | -1.885 | -0.4332 | -0.003109 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9120 | 0.01053 | -7.129 | -7.659 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8338 | -8.700 | -4.918 | -5.365 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.558 | -4.481 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 52</span>| 474.94312 | 1.012 | -0.9570 | -0.9345 | -0.9591 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9638 | -0.9220 | -0.6676 | -0.6825 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9307 | -0.4984 | -0.7146 | -0.6834 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5639 | -0.7072 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.94312 | 101.2 | -4.057 | -0.9355 | -2.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.064 | -0.01101 | 0.8175 | 0.07495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6604 | 2.202 | 1.496 | 1.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.963 | 1.372 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.94312</span> | 101.2 | 0.01730 | 0.2818 | 0.09147 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01718 | 0.4972 | 0.8175 | 0.07495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6604 | 2.202 | 1.496 | 1.399 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.963 | 1.372 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 20.08 | -0.5236 | 0.1181 | -0.2986 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9599 | 0.008866 | -5.310 | -6.088 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8565 | -8.707 | -4.867 | -5.430 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.458 | -4.464 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 53</span>| 474.70657 | 1.007 | -0.9569 | -0.9346 | -0.9588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9629 | -0.9220 | -0.6640 | -0.6851 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9296 | -0.4868 | -0.7112 | -0.6784 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5553 | -0.7021 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.70657 | 100.7 | -4.057 | -0.9356 | -2.392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.063 | -0.01101 | 0.8188 | 0.07487 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6612 | 2.220 | 1.500 | 1.405 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.976 | 1.378 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.70657</span> | 100.7 | 0.01730 | 0.2818 | 0.09149 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01720 | 0.4972 | 0.8188 | 0.07487 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6612 | 2.220 | 1.500 | 1.405 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.976 | 1.378 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -17.64 | -1.502 | -0.3627 | -0.03824 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.7798 | 0.01049 | -5.965 | -8.154 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5631 | -8.385 | -4.675 | -5.151 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.306 | -4.317 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 54</span>| 474.46623 | 1.012 | -0.9580 | -0.9346 | -0.9586 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9630 | -0.9221 | -0.6659 | -0.6813 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9264 | -0.4751 | -0.7083 | -0.6739 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5464 | -0.6970 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.46623 | 101.2 | -4.058 | -0.9356 | -2.391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.063 | -0.01101 | 0.8181 | 0.07499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6633 | 2.239 | 1.504 | 1.410 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.989 | 1.384 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.46623</span> | 101.2 | 0.01728 | 0.2818 | 0.09151 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01720 | 0.4972 | 0.8181 | 0.07499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6633 | 2.239 | 1.504 | 1.410 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 1.989 | 1.384 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.93 | -0.7754 | 0.09266 | -0.2754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8835 | 0.009135 | -6.026 | -6.068 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.8217 | -8.210 | -4.532 | -5.141 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -7.011 | -4.237 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 55</span>| 474.23394 | 1.006 | -0.9577 | -0.9351 | -0.9581 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9633 | -0.9221 | -0.6610 | -0.6793 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9234 | -0.4633 | -0.7068 | -0.6694 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5382 | -0.6917 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 474.23394 | 100.6 | -4.058 | -0.9360 | -2.391 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.063 | -0.01101 | 0.8199 | 0.07506 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6654 | 2.257 | 1.506 | 1.415 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.001 | 1.390 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 474.23394</span> | 100.6 | 0.01729 | 0.2817 | 0.09156 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01719 | 0.4972 | 0.8199 | 0.07506 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6654 | 2.257 | 1.506 | 1.415 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.001 | 1.390 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -20.30 | -1.703 | -0.3919 | -0.002629 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8653 | 0.01064 | -4.947 | -7.765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7818 | -8.010 | -4.437 | -4.875 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -6.938 | -4.094 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 56</span>| 473.98878 | 1.011 | -0.9542 | -0.9354 | -0.9578 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9619 | -0.9222 | -0.6621 | -0.6770 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9235 | -0.4507 | -0.7053 | -0.6648 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5298 | -0.6863 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.98878 | 101.1 | -4.054 | -0.9363 | -2.390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.062 | -0.01101 | 0.8195 | 0.07514 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6653 | 2.277 | 1.508 | 1.421 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.013 | 1.396 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.98878</span> | 101.1 | 0.01735 | 0.2816 | 0.09159 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01722 | 0.4972 | 0.8195 | 0.07514 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6653 | 2.277 | 1.508 | 1.421 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.013 | 1.396 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 57</span>| 473.76836 | 1.011 | -0.9500 | -0.9359 | -0.9574 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9601 | -0.9223 | -0.6653 | -0.6763 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9234 | -0.4357 | -0.7046 | -0.6601 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5205 | -0.6802 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 473.76836 | 101.1 | -4.050 | -0.9368 | -2.390 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.060 | -0.01101 | 0.8183 | 0.07516 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6654 | 2.301 | 1.509 | 1.426 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.027 | 1.403 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 473.76836</span> | 101.1 | 0.01742 | 0.2815 | 0.09163 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01725 | 0.4972 | 0.8183 | 0.07516 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6654 | 2.301 | 1.509 | 1.426 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.027 | 1.403 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 58</span>| 472.96708 | 1.009 | -0.9317 | -0.9384 | -0.9555 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9527 | -0.9228 | -0.6791 | -0.6735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9230 | -0.3711 | -0.7015 | -0.6396 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4802 | -0.6537 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.96708 | 100.9 | -4.032 | -0.9391 | -2.388 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.053 | -0.01101 | 0.8133 | 0.07525 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6656 | 2.403 | 1.513 | 1.450 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.087 | 1.433 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.96708</span> | 100.9 | 0.01774 | 0.2811 | 0.09180 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01737 | 0.4972 | 0.8133 | 0.07525 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6656 | 2.403 | 1.513 | 1.450 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.087 | 1.433 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 59</span>| 472.23802 | 1.005 | -0.8811 | -0.9451 | -0.9502 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9323 | -0.9240 | -0.7172 | -0.6658 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9220 | -0.1924 | -0.6930 | -0.5829 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3688 | -0.5805 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.23802 | 100.5 | -3.981 | -0.9455 | -2.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.032 | -0.01103 | 0.7994 | 0.07551 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6663 | 2.686 | 1.523 | 1.515 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.251 | 1.518 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.23802</span> | 100.5 | 0.01866 | 0.2798 | 0.09228 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01773 | 0.4972 | 0.7994 | 0.07551 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6663 | 2.686 | 1.523 | 1.515 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.251 | 1.518 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -10.41 | 25.09 | -1.964 | 0.8913 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.956 | 0.02208 | -7.724 | -8.360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01123 | -2.619 | -3.185 | -1.886 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -3.376 | -1.727 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 60</span>| 470.34942 | 1.020 | -1.007 | -0.9408 | -0.9496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9429 | -0.9259 | -0.7397 | -0.6282 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9207 | 0.06578 | -0.6693 | -0.4998 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2002 | -0.4722 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 470.34942 | 102.0 | -4.107 | -0.9414 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.043 | -0.01105 | 0.7911 | 0.07677 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6672 | 3.094 | 1.553 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 470.34942</span> | 102.0 | 0.01646 | 0.2806 | 0.09235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01755 | 0.4972 | 0.7911 | 0.07677 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6672 | 3.094 | 1.553 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 49.94 | -17.10 | 1.872 | -1.413 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.684 | 0.005064 | -7.591 | -5.431 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2085 | -2.165 | -1.196 | -0.1732 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4074 | -0.2957 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 61</span>| 480.76065 | 0.9913 | -0.9789 | -0.9482 | -0.9314 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.207 | -0.9279 | -0.6546 | -0.4866 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9168 | 0.2296 | -0.6593 | -0.5083 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1307 | -0.4332 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 480.76065 | 99.13 | -4.079 | -0.9483 | -2.364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.307 | -0.01107 | 0.8222 | 0.08152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6698 | 3.353 | 1.566 | 1.601 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.603 | 1.687 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 480.76065</span> | 99.13 | 0.01693 | 0.2792 | 0.09404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01347 | 0.4972 | 0.8222 | 0.08152 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6698 | 3.353 | 1.566 | 1.601 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.603 | 1.687 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 62</span>| 472.12595 | 0.9860 | -0.9933 | -0.9428 | -0.9466 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9755 | -0.9261 | -0.7254 | -0.6089 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9204 | 0.08558 | -0.6674 | -0.5007 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1921 | -0.4676 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 472.12595 | 98.60 | -4.093 | -0.9433 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.076 | -0.01105 | 0.7964 | 0.07742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6674 | 3.125 | 1.556 | 1.609 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.512 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 472.12595</span> | 98.60 | 0.01668 | 0.2802 | 0.09262 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01698 | 0.4972 | 0.7964 | 0.07742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6674 | 3.125 | 1.556 | 1.609 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.512 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 63</span>| 470.26696 | 1.005 | -1.002 | -0.9414 | -0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9444 | -0.9259 | -0.7373 | -0.6265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9207 | 0.06646 | -0.6689 | -0.4998 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2001 | -0.4721 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 470.26696 | 100.5 | -4.102 | -0.9420 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.044 | -0.01105 | 0.7920 | 0.07683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6672 | 3.095 | 1.554 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 470.26696</span> | 100.5 | 0.01654 | 0.2805 | 0.09239 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01752 | 0.4972 | 0.7920 | 0.07683 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6672 | 3.095 | 1.554 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -57.97 | -21.53 | 0.3336 | -0.1964 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 4.949 | 0.01388 | -7.299 | -5.475 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3363 | -1.951 | -1.200 | 0.1716 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4705 | -0.2755 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 64</span>| 469.85165 | 1.014 | -0.9972 | -0.9415 | -0.9489 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9548 | -0.9260 | -0.7307 | -0.6235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9208 | 0.07069 | -0.6682 | -0.5004 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1987 | -0.4712 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.85165 | 101.4 | -4.097 | -0.9421 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.055 | -0.01105 | 0.7944 | 0.07693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6671 | 3.101 | 1.555 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.85165</span> | 101.4 | 0.01662 | 0.2805 | 0.09241 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01734 | 0.4972 | 0.7944 | 0.07693 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6671 | 3.101 | 1.555 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.302 | -15.01 | 1.055 | -0.6015 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.082 | 0.004567 | -8.090 | -5.650 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2579 | -2.336 | -1.339 | -0.08766 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5208 | -0.3062 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 65</span>| 469.69998 | 1.007 | -0.9853 | -0.9423 | -0.9484 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9564 | -0.9260 | -0.7231 | -0.6186 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9204 | 0.07309 | -0.6671 | -0.5006 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1982 | -0.4709 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.69998 | 100.7 | -4.085 | -0.9429 | -2.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01105 | 0.7972 | 0.07709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6674 | 3.105 | 1.556 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.69998</span> | 100.7 | 0.01682 | 0.2803 | 0.09245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.7972 | 0.07709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6674 | 3.105 | 1.556 | 1.610 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -36.86 | -12.39 | 0.1028 | 0.1354 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7614 | 0.008951 | -8.542 | -6.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2246 | -2.313 | -1.235 | 0.1010 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5654 | -0.2998 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 66</span>| 469.45579 | 1.013 | -0.9821 | -0.9425 | -0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9562 | -0.9260 | -0.7099 | -0.6134 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9182 | 0.07758 | -0.6674 | -0.5042 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1996 | -0.4719 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.45579 | 101.3 | -4.082 | -0.9430 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01105 | 0.8020 | 0.07727 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6689 | 3.112 | 1.556 | 1.605 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.45579</span> | 101.3 | 0.01687 | 0.2803 | 0.09239 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.8020 | 0.07727 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6689 | 3.112 | 1.556 | 1.605 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.383 | -7.976 | 0.5709 | -0.2773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.4749 | 0.005686 | -7.013 | -4.742 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3037 | -2.186 | -1.089 | -0.04880 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5661 | -0.3435 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 67</span>| 469.35718 | 1.007 | -0.9760 | -0.9430 | -0.9493 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9561 | -0.9261 | -0.6977 | -0.6075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9166 | 0.08278 | -0.6675 | -0.5068 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2001 | -0.4722 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.35718 | 100.7 | -4.076 | -0.9435 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01105 | 0.8065 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6700 | 3.121 | 1.556 | 1.602 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.35718</span> | 100.7 | 0.01698 | 0.2802 | 0.09237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01732 | 0.4972 | 0.8065 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6700 | 3.121 | 1.556 | 1.602 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -28.34 | -7.406 | -0.07810 | 0.1748 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6873 | 0.009156 | -6.696 | -4.901 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2913 | -2.170 | -1.086 | -0.02443 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6503 | -0.3607 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 68</span>| 469.19639 | 1.012 | -0.9749 | -0.9431 | -0.9497 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9576 | -0.9262 | -0.6862 | -0.6021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9137 | 0.09137 | -0.6688 | -0.5111 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2009 | -0.4726 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.19639 | 101.2 | -4.075 | -0.9436 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01105 | 0.8107 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6719 | 3.134 | 1.554 | 1.597 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.19639</span> | 101.2 | 0.01699 | 0.2802 | 0.09233 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8107 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6719 | 3.134 | 1.554 | 1.597 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.760 | -4.629 | 0.3091 | -0.1325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04401 | 0.005819 | -5.826 | -2.903 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1562 | -2.130 | -1.121 | -0.2535 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6922 | -0.4141 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 69</span>| 469.12263 | 1.008 | -0.9713 | -0.9434 | -0.9499 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9575 | -0.9262 | -0.6727 | -0.6012 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9123 | 0.09974 | -0.6678 | -0.5134 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2010 | -0.4726 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.12263 | 100.8 | -4.071 | -0.9438 | -2.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01105 | 0.8156 | 0.07768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6728 | 3.147 | 1.555 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.12263</span> | 100.8 | 0.01706 | 0.2801 | 0.09232 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8156 | 0.07768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6728 | 3.147 | 1.555 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -20.86 | -4.532 | -0.1251 | 0.1663 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1284 | 0.008177 | -5.101 | -3.487 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2183 | -2.137 | -1.171 | -0.2991 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6817 | -0.4261 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 70</span>| 469.02483 | 1.011 | -0.9711 | -0.9434 | -0.9500 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9569 | -0.9263 | -0.6616 | -0.6038 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9105 | 0.1111 | -0.6656 | -0.5157 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2026 | -0.4730 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 469.02483 | 101.1 | -4.071 | -0.9439 | -2.383 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01105 | 0.8196 | 0.07759 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6741 | 3.165 | 1.558 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.641 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 469.02483</span> | 101.1 | 0.01706 | 0.2801 | 0.09230 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8196 | 0.07759 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6741 | 3.165 | 1.558 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.641 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.786 | -2.589 | 0.2046 | -0.1061 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1383 | 0.006373 | -4.080 | -2.588 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1418 | -1.956 | -0.9118 | -0.4226 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7530 | -0.4429 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 71</span>| 468.97618 | 1.009 | -0.9710 | -0.9439 | -0.9494 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9625 | -0.9265 | -0.6573 | -0.5998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9085 | 0.1255 | -0.6648 | -0.5157 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2015 | -0.4719 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.97618 | 100.9 | -4.071 | -0.9443 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.063 | -0.01106 | 0.8212 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6755 | 3.188 | 1.559 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.97618</span> | 100.9 | 0.01706 | 0.2800 | 0.09236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01721 | 0.4972 | 0.8212 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6755 | 3.188 | 1.559 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -11.25 | -3.431 | -0.02518 | 0.1501 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -1.529 | 0.005347 | -4.655 | -3.448 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3102 | -2.013 | -0.8937 | -0.3742 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7403 | -0.4511 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 72</span>| 468.91299 | 1.010 | -0.9702 | -0.9444 | -0.9496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9534 | -0.9266 | -0.6524 | -0.5929 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9051 | 0.1362 | -0.6665 | -0.5172 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2029 | -0.4725 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.91299 | 101.0 | -4.070 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.053 | -0.01106 | 0.8230 | 0.07796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6777 | 3.205 | 1.557 | 1.590 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.496 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.91299</span> | 101.0 | 0.01707 | 0.2799 | 0.09234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01736 | 0.4972 | 0.8230 | 0.07796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6777 | 3.205 | 1.557 | 1.590 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.496 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -8.129 | -2.859 | -0.02802 | -0.004107 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 1.281 | 0.009120 | -4.291 | -2.058 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1551 | -2.052 | -1.121 | -0.5699 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7547 | -0.4743 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 73</span>| 471.25018 | 1.036 | -0.9607 | -0.9443 | -0.9496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9576 | -0.9266 | -0.6382 | -0.5860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9046 | 0.1430 | -0.6628 | -0.5153 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2004 | -0.4709 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 471.25018 | 103.6 | -4.061 | -0.9447 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01106 | 0.8282 | 0.07819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6781 | 3.216 | 1.562 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 471.25018</span> | 103.6 | 0.01724 | 0.2800 | 0.09234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8282 | 0.07819 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6781 | 3.216 | 1.562 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 74</span>| 468.90555 | 1.012 | -0.9692 | -0.9444 | -0.9496 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9538 | -0.9266 | -0.6510 | -0.5922 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9050 | 0.1369 | -0.6661 | -0.5170 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2027 | -0.4723 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.90555 | 101.2 | -4.069 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.054 | -0.01106 | 0.8235 | 0.07798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6778 | 3.206 | 1.557 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.90555</span> | 101.2 | 0.01709 | 0.2799 | 0.09234 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01736 | 0.4972 | 0.8235 | 0.07798 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6778 | 3.206 | 1.557 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 11.48 | -1.027 | 0.1960 | -0.1655 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9827 | 0.007474 | -3.960 | -2.226 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2199 | -2.046 | -1.158 | -0.6171 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7493 | -0.4797 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 75</span>| 468.88608 | 1.010 | -0.9691 | -0.9444 | -0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9542 | -0.9266 | -0.6497 | -0.5917 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9044 | 0.1391 | -0.6659 | -0.5166 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2026 | -0.4722 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.88608 | 101.0 | -4.069 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.054 | -0.01106 | 0.8240 | 0.07799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6782 | 3.210 | 1.558 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.88608</span> | 101.0 | 0.01709 | 0.2799 | 0.09235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01735 | 0.4972 | 0.8240 | 0.07799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6782 | 3.210 | 1.558 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.497 | 1.642 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.784 | -1.944 | 0.009889 | -0.02065 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.9781 | 0.008521 | -3.685 | -1.489 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08345 | -1.963 | -0.9408 | -0.4978 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7271 | -0.4658 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 76</span>| 468.87604 | 1.012 | -0.9680 | -0.9444 | -0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9547 | -0.9266 | -0.6476 | -0.5909 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9043 | 0.1402 | -0.6654 | -0.5163 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2021 | -0.4719 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.87604 | 101.2 | -4.068 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.055 | -0.01106 | 0.8248 | 0.07802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6783 | 3.211 | 1.558 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.87604</span> | 101.2 | 0.01711 | 0.2799 | 0.09235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01734 | 0.4972 | 0.8248 | 0.07802 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6783 | 3.211 | 1.558 | 1.591 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.309 | -0.5261 | 0.1314 | -0.1053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6891 | 0.007435 | -3.809 | -2.129 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2297 | -2.013 | -1.108 | -0.5855 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7533 | -0.4780 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 77</span>| 468.85962 | 1.010 | -0.9680 | -0.9444 | -0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9550 | -0.9266 | -0.6462 | -0.5907 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9037 | 0.1428 | -0.6653 | -0.5160 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2020 | -0.4717 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.85962 | 101.0 | -4.068 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.055 | -0.01106 | 0.8253 | 0.07803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6787 | 3.215 | 1.558 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.85962</span> | 101.0 | 0.01711 | 0.2799 | 0.09235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01734 | 0.4972 | 0.8253 | 0.07803 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6787 | 3.215 | 1.558 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.556 | -1.258 | -0.007590 | 0.001179 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7035 | 0.008243 | -4.446 | -2.277 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2406 | -1.984 | -1.075 | -0.5476 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7588 | -0.4741 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 78</span>| 468.84535 | 1.011 | -0.9673 | -0.9444 | -0.9495 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9554 | -0.9266 | -0.6436 | -0.5895 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9036 | 0.1439 | -0.6647 | -0.5157 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2016 | -0.4714 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.84535 | 101.1 | -4.067 | -0.9448 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.055 | -0.01106 | 0.8262 | 0.07807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6788 | 3.217 | 1.559 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.84535</span> | 101.1 | 0.01712 | 0.2799 | 0.09235 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01733 | 0.4972 | 0.8262 | 0.07807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6788 | 3.217 | 1.559 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.498 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.130 | -0.4165 | 0.05789 | -0.04298 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5152 | 0.007618 | -4.342 | -2.024 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2412 | -1.936 | -0.8986 | -0.4874 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7551 | -0.4761 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 79</span>| 468.83559 | 1.009 | -0.9672 | -0.9445 | -0.9494 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9556 | -0.9266 | -0.6414 | -0.5890 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9032 | 0.1455 | -0.6647 | -0.5153 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2012 | -0.4711 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.83559 | 100.9 | -4.067 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8270 | 0.07809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6790 | 3.220 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.83559</span> | 100.9 | 0.01713 | 0.2799 | 0.09236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01733 | 0.4972 | 0.8270 | 0.07809 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6790 | 3.220 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.643 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.676 | -1.212 | -0.1115 | 0.08612 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.5488 | 0.008589 | -2.761 | -2.165 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2456 | -1.924 | -0.8622 | -0.4413 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7592 | -0.4720 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 80</span>| 468.82320 | 1.011 | -0.9670 | -0.9445 | -0.9494 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9559 | -0.9267 | -0.6401 | -0.5885 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9025 | 0.1478 | -0.6651 | -0.5152 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2008 | -0.4708 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.8232 | 101.1 | -4.067 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8275 | 0.07810 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6795 | 3.223 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.8232</span> | 101.1 | 0.01713 | 0.2799 | 0.09236 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01732 | 0.4972 | 0.8275 | 0.07810 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6795 | 3.223 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.499 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.440 | -0.1810 | 0.05193 | -0.03082 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3483 | 0.007438 | -3.541 | -1.923 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2409 | -1.947 | -1.058 | -0.5469 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7518 | -0.4735 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 81</span>| 468.81154 | 1.010 | -0.9671 | -0.9445 | -0.9493 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9562 | -0.9267 | -0.6389 | -0.5880 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9017 | 0.1505 | -0.6652 | -0.5150 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2005 | -0.4704 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.81154 | 101.0 | -4.067 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8279 | 0.07812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6800 | 3.228 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.81154</span> | 101.0 | 0.01713 | 0.2799 | 0.09237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01732 | 0.4972 | 0.8279 | 0.07812 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6800 | 3.228 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.500 | 1.644 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.875 | -0.7736 | -0.05343 | 0.05244 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.3113 | 0.007978 | -4.161 | -2.012 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2433 | -1.896 | -0.8853 | -0.4539 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7524 | -0.4694 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 82</span>| 468.80001 | 1.011 | -0.9668 | -0.9445 | -0.9493 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9563 | -0.9267 | -0.6364 | -0.5873 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9013 | 0.1522 | -0.6651 | -0.5147 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2001 | -0.4701 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.80001 | 101.1 | -4.067 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8288 | 0.07814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6803 | 3.230 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.80001</span> | 101.1 | 0.01713 | 0.2799 | 0.09237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.8288 | 0.07814 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6803 | 3.230 | 1.559 | 1.593 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 6.046 | 0.03721 | 0.05257 | -0.02595 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1943 | 0.007238 | -2.985 | -2.233 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3122 | -1.891 | -0.9609 | -0.5652 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.8019 | -0.4712 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 83</span>| 468.79133 | 1.009 | -0.9669 | -0.9445 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9565 | -0.9267 | -0.6348 | -0.5869 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9006 | 0.1543 | -0.6654 | -0.5144 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1996 | -0.4698 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.79133 | 100.9 | -4.067 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8294 | 0.07816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6807 | 3.234 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.79133</span> | 100.9 | 0.01713 | 0.2799 | 0.09237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.8294 | 0.07816 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6807 | 3.234 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.501 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.226 | -0.9038 | -0.1166 | 0.1039 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2475 | 0.008246 | -3.388 | -1.948 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2420 | -1.872 | -0.8620 | -0.4291 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7186 | -0.4561 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 84</span>| 468.77848 | 1.011 | -0.9668 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9568 | -0.9267 | -0.6338 | -0.5863 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8997 | 0.1569 | -0.6658 | -0.5142 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1992 | -0.4695 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.77848 | 101.1 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8298 | 0.07818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6814 | 3.238 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.502 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.77848</span> | 101.1 | 0.01713 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8298 | 0.07818 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6814 | 3.238 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.502 | 1.645 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.503 | -0.1762 | 0.005994 | 0.01651 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.06327 | 0.007339 | -4.407 | -2.185 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3133 | -1.836 | -0.8110 | -0.4803 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7946 | -0.4665 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 85</span>| 468.76805 | 1.010 | -0.9668 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9569 | -0.9267 | -0.6312 | -0.5853 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8993 | 0.1583 | -0.6657 | -0.5139 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1987 | -0.4691 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.76805 | 101.0 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8307 | 0.07821 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6816 | 3.240 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.76805</span> | 101.0 | 0.01713 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8307 | 0.07821 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6816 | 3.240 | 1.558 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.980 | -0.7098 | -0.1045 | 0.1001 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.1097 | 0.008007 | -2.998 | -1.799 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2421 | -1.902 | -1.021 | -0.4929 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7234 | -0.4545 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 86</span>| 468.76178 | 1.012 | -0.9666 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9569 | -0.9268 | -0.6296 | -0.5849 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8987 | 0.1602 | -0.6657 | -0.5136 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1982 | -0.4689 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.76178 | 101.2 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8313 | 0.07822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6820 | 3.243 | 1.558 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.76178</span> | 101.2 | 0.01714 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8313 | 0.07822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6820 | 3.243 | 1.558 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.503 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 9.381 | 0.4945 | 0.08709 | -0.04347 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04178 | 0.006758 | -3.785 | -1.947 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3007 | -1.819 | -0.8940 | -0.4901 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7836 | -0.4662 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 87</span>| 468.74724 | 1.010 | -0.9668 | -0.9447 | -0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6284 | -0.5849 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8978 | 0.1628 | -0.6658 | -0.5134 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1979 | -0.4686 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.74724 | 101.0 | -4.067 | -0.9451 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8318 | 0.07822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6827 | 3.247 | 1.558 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.504 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.74724</span> | 101.0 | 0.01713 | 0.2799 | 0.09239 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8318 | 0.07822 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6827 | 3.247 | 1.558 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.504 | 1.646 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.251 | -0.3146 | -0.04610 | 0.05724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.02086 | 0.007590 | -4.230 | -2.098 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3136 | -1.833 | -0.9365 | -0.5244 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7857 | -0.4618 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 88</span>| 468.73570 | 1.011 | -0.9666 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6257 | -0.5836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8976 | 0.1639 | -0.6652 | -0.5131 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1974 | -0.4683 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.7357 | 101.1 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8327 | 0.07827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6828 | 3.249 | 1.559 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.504 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.7357</span> | 101.1 | 0.01714 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8327 | 0.07827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6828 | 3.249 | 1.559 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.504 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 4.473 | 0.2106 | 0.02342 | 0.003517 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03354 | 0.007130 | -3.431 | -1.904 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3114 | -1.829 | -0.9161 | -0.5352 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7806 | -0.4641 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 89</span>| 468.73562 | 1.009 | -0.9667 | -0.9447 | -0.9491 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6239 | -0.5826 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8973 | 0.1651 | -0.6648 | -0.5128 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1970 | -0.4681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.73562 | 100.9 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8334 | 0.07830 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6830 | 3.251 | 1.559 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.505 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.73562</span> | 100.9 | 0.01713 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8334 | 0.07830 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6830 | 3.251 | 1.559 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.505 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | C| Central Diff. | -12.26 | -1.176 | -0.2138 | 0.1217 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.02157 | 0.008077 | -2.776 | -1.301 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1367 | -1.738 | -0.7465 | -0.4531 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7359 | -0.4611 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 90</span>| 468.72331 | 1.010 | -0.9665 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6235 | -0.5825 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8973 | 0.1654 | -0.6647 | -0.5127 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1969 | -0.4680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.72331 | 101.0 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8335 | 0.07831 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6830 | 3.251 | 1.559 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.505 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.72331</span> | 101.0 | 0.01714 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8335 | 0.07831 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6830 | 3.251 | 1.559 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.505 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.3583 | -0.08989 | -0.03828 | 0.04946 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.006154 | 0.007526 | -3.405 | -1.898 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3214 | -1.836 | -0.8751 | -0.5118 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7778 | -0.4622 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 91</span>| 468.71715 | 1.011 | -0.9665 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6223 | -0.5817 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8972 | 0.1661 | -0.6643 | -0.5125 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1966 | -0.4678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.71715 | 101.1 | -4.067 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8340 | 0.07833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6831 | 3.252 | 1.560 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.506 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.71715</span> | 101.1 | 0.01714 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8340 | 0.07833 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6831 | 3.252 | 1.560 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.506 | 1.647 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 92</span>| 468.70862 | 1.011 | -0.9665 | -0.9446 | -0.9492 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6204 | -0.5807 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8970 | 0.1671 | -0.6639 | -0.5123 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1962 | -0.4676 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.70862 | 101.1 | -4.066 | -0.9450 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8347 | 0.07836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6832 | 3.254 | 1.560 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.506 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.70862</span> | 101.1 | 0.01714 | 0.2799 | 0.09238 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8347 | 0.07836 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6832 | 3.254 | 1.560 | 1.596 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.506 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 93</span>| 468.69301 | 1.011 | -0.9664 | -0.9446 | -0.9493 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9268 | -0.6166 | -0.5786 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8967 | 0.1691 | -0.6629 | -0.5117 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1953 | -0.4671 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.69301 | 101.1 | -4.066 | -0.9449 | -2.382 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01106 | 0.8361 | 0.07843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6834 | 3.257 | 1.562 | 1.597 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.508 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.69301</span> | 101.1 | 0.01714 | 0.2799 | 0.09237 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8361 | 0.07843 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6834 | 3.257 | 1.562 | 1.597 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.508 | 1.648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.000 | 0.4463 | 0.03173 | -0.005614 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04729 | 0.007073 | -3.041 | -1.513 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3269 | -1.766 | -0.6347 | -0.4208 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.7611 | -0.4631 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 94</span>| 468.66018 | 1.011 | -0.9666 | -0.9442 | -0.9484 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9562 | -0.9269 | -0.6101 | -0.5828 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8947 | 0.1828 | -0.6704 | -0.5138 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1918 | -0.4639 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.66018 | 101.1 | -4.067 | -0.9446 | -2.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01106 | 0.8385 | 0.07829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6847 | 3.279 | 1.552 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.513 | 1.652 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.66018</span> | 101.1 | 0.01714 | 0.2800 | 0.09245 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.8385 | 0.07829 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6847 | 3.279 | 1.552 | 1.594 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.513 | 1.652 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 95</span>| 468.61872 | 1.011 | -0.9669 | -0.9434 | -0.9467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9547 | -0.9271 | -0.5984 | -0.5914 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8911 | 0.2086 | -0.6849 | -0.5181 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1852 | -0.4581 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.61872 | 101.1 | -4.067 | -0.9439 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.055 | -0.01106 | 0.8427 | 0.07801 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6872 | 3.320 | 1.534 | 1.589 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.523 | 1.658 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.61872</span> | 101.1 | 0.01713 | 0.2801 | 0.09261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01734 | 0.4972 | 0.8427 | 0.07801 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6872 | 3.320 | 1.534 | 1.589 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.523 | 1.658 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.484 | 0.5384 | 0.08463 | 0.09865 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7055 | 0.007848 | -2.909 | -1.559 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2162 | -1.642 | -1.728 | -0.7121 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5947 | -0.3648 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 96</span>| 468.58548 | 1.008 | -0.9690 | -0.9515 | -0.9524 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9418 | -0.9281 | -0.5713 | -0.6320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8823 | 0.2961 | -0.6589 | -0.5284 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1884 | -0.4503 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.58548 | 100.8 | -4.069 | -0.9515 | -2.385 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.042 | -0.01107 | 0.8526 | 0.07665 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6931 | 3.458 | 1.567 | 1.578 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.518 | 1.667 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.58548</span> | 100.8 | 0.01709 | 0.2786 | 0.09208 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01757 | 0.4972 | 0.8526 | 0.07665 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6931 | 3.458 | 1.567 | 1.578 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.518 | 1.667 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -20.63 | -1.258 | -0.4941 | -0.2790 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 5.133 | 0.01399 | -2.360 | -3.936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.04374 | -1.146 | -0.2901 | -1.004 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6864 | -0.2503 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 97</span>| 468.42330 | 1.011 | -0.9777 | -0.9596 | -0.9476 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9583 | -0.9295 | -0.5827 | -0.6211 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8760 | 0.3979 | -0.6632 | -0.5247 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1834 | -0.4404 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.4233 | 101.1 | -4.078 | -0.9591 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8485 | 0.07701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6974 | 3.619 | 1.561 | 1.582 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.525 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.4233</span> | 101.1 | 0.01695 | 0.2771 | 0.09253 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8485 | 0.07701 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6974 | 3.619 | 1.561 | 1.582 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.525 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.203 | -3.445 | -0.3661 | -0.1876 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3413 | 0.004713 | -2.617 | -2.520 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09908 | -0.8887 | -0.1336 | -0.9981 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6593 | -0.1712 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 98</span>| 468.44544 | 1.015 | -0.9711 | -0.9083 | -0.9392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9571 | -0.9308 | -0.5728 | -0.6140 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9111 | 0.4459 | -0.6774 | -0.4582 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1728 | -0.4486 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.44544 | 101.5 | -4.071 | -0.9109 | -2.372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01110 | 0.8520 | 0.07725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6737 | 3.695 | 1.543 | 1.658 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.541 | 1.669 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.44544</span> | 101.5 | 0.01706 | 0.2868 | 0.09331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8520 | 0.07725 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6737 | 3.695 | 1.543 | 1.658 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.541 | 1.669 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 99</span>| 468.45245 | 1.016 | -0.9696 | -0.9377 | -0.9438 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9573 | -0.9300 | -0.5745 | -0.6143 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8908 | 0.4193 | -0.6689 | -0.4955 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1780 | -0.4435 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.45245 | 101.6 | -4.070 | -0.9385 | -2.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01109 | 0.8514 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6874 | 3.653 | 1.554 | 1.615 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.533 | 1.675 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.45245</span> | 101.6 | 0.01708 | 0.2812 | 0.09288 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8514 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6874 | 3.653 | 1.554 | 1.615 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.533 | 1.675 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 100</span>| 468.50368 | 1.017 | -0.9688 | -0.9537 | -0.9463 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9573 | -0.9296 | -0.5755 | -0.6144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8797 | 0.4047 | -0.6643 | -0.5158 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1808 | -0.4408 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.50368 | 101.7 | -4.069 | -0.9536 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01109 | 0.8511 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6949 | 3.630 | 1.560 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.529 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.50368</span> | 101.7 | 0.01710 | 0.2782 | 0.09265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8511 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6949 | 3.630 | 1.560 | 1.592 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.529 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 101</span>| 468.41664 | 1.014 | -0.9744 | -0.9593 | -0.9474 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9295 | -0.5802 | -0.6187 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8761 | 0.3987 | -0.6631 | -0.5237 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1828 | -0.4402 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.41664 | 101.4 | -4.074 | -0.9588 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8494 | 0.07709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6973 | 3.620 | 1.561 | 1.583 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.526 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.41664</span> | 101.4 | 0.01700 | 0.2771 | 0.09254 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8494 | 0.07709 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6973 | 3.620 | 1.561 | 1.583 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.526 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 15.72 | -0.02243 | -0.2559 | -0.2642 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4515 | 0.003975 | -3.178 | -2.839 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.02889 | -0.8526 | -0.3239 | -1.069 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6251 | -0.1666 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 102</span>| 468.39161 | 1.011 | -0.9744 | -0.9571 | -0.9468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9295 | -0.5795 | -0.6181 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8777 | 0.4014 | -0.6637 | -0.5208 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1824 | -0.4404 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.39161 | 101.1 | -4.074 | -0.9567 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8496 | 0.07711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6962 | 3.624 | 1.561 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.527 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.39161</span> | 101.1 | 0.01700 | 0.2775 | 0.09260 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8496 | 0.07711 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6962 | 3.624 | 1.561 | 1.586 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.527 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.3129 | -1.347 | -0.3359 | -0.08922 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3284 | 0.005471 | -2.643 | -3.028 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08821 | -0.8778 | -0.3083 | -0.9349 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6501 | -0.1781 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 103</span>| 468.37315 | 1.012 | -0.9728 | -0.9567 | -0.9467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9576 | -0.9295 | -0.5763 | -0.6144 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8776 | 0.4024 | -0.6633 | -0.5197 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1816 | -0.4402 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.37315 | 101.2 | -4.073 | -0.9564 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8508 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6963 | 3.626 | 1.561 | 1.588 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.528 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.37315</span> | 101.2 | 0.01703 | 0.2776 | 0.09261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8508 | 0.07724 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6963 | 3.626 | 1.561 | 1.588 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.528 | 1.679 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.643 | -0.05906 | -0.3284 | -0.08464 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2659 | 0.005628 | -2.441 | -2.741 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1033 | -0.8597 | -0.2783 | -0.9091 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.6423 | -0.1835 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 104</span>| 468.35774 | 1.011 | -0.9727 | -0.9524 | -0.9471 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9577 | -0.9297 | -0.5762 | -0.6128 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8791 | 0.4096 | -0.6644 | -0.5136 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1797 | -0.4410 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.35774 | 101.1 | -4.073 | -0.9523 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8508 | 0.07729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6953 | 3.637 | 1.560 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.531 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.35774</span> | 101.1 | 0.01703 | 0.2784 | 0.09257 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8508 | 0.07729 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6953 | 3.637 | 1.560 | 1.595 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.531 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -4.235 | -0.7549 | -0.2072 | -0.03117 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2512 | 0.006470 | -2.488 | -2.805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1485 | -0.7903 | -0.1532 | -0.6368 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5813 | -0.1871 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 105</span>| 468.34230 | 1.012 | -0.9728 | -0.9537 | -0.9473 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9300 | -0.5748 | -0.6111 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8817 | 0.4177 | -0.6661 | -0.5086 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1765 | -0.4413 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.3423 | 101.2 | -4.073 | -0.9535 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01109 | 0.8513 | 0.07735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6935 | 3.650 | 1.558 | 1.600 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.535 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.3423</span> | 101.2 | 0.01703 | 0.2782 | 0.09256 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8513 | 0.07735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6935 | 3.650 | 1.558 | 1.600 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.535 | 1.678 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 5.528 | 0.1613 | -0.1518 | -0.1427 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4211 | 0.005662 | -2.339 | -2.549 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1833 | -0.8387 | -0.3838 | -0.5791 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5586 | -0.2081 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 106</span>| 468.32828 | 1.011 | -0.9730 | -0.9582 | -0.9446 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9579 | -0.9303 | -0.5739 | -0.6081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8827 | 0.4247 | -0.6653 | -0.5110 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1721 | -0.4394 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.32828 | 101.1 | -4.073 | -0.9578 | -2.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01110 | 0.8517 | 0.07745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6929 | 3.661 | 1.559 | 1.598 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.542 | 1.680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.32828</span> | 101.1 | 0.01703 | 0.2773 | 0.09281 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8517 | 0.07745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6929 | 3.661 | 1.559 | 1.598 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.542 | 1.680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.625 | -0.2716 | -0.4478 | 0.07059 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3746 | 0.006164 | -2.097 | -1.611 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.05708 | -0.8042 | -0.2658 | -0.6338 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.5023 | -0.1867 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 107</span>| 468.31633 | 1.012 | -0.9727 | -0.9524 | -0.9447 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9305 | -0.5707 | -0.6067 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8839 | 0.4327 | -0.6650 | -0.5105 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1703 | -0.4382 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.31633 | 101.2 | -4.073 | -0.9523 | -2.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01110 | 0.8528 | 0.07749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6921 | 3.674 | 1.559 | 1.598 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.545 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.31633</span> | 101.2 | 0.01703 | 0.2784 | 0.09280 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8528 | 0.07749 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6921 | 3.674 | 1.559 | 1.598 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.545 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 8.853 | 0.6395 | -0.04718 | -0.01095 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5142 | 0.005281 | -1.984 | -1.469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.06825 | -0.7616 | -0.1275 | -0.5767 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4529 | -0.1729 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 108</span>| 468.30195 | 1.011 | -0.9730 | -0.9497 | -0.9482 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9586 | -0.9308 | -0.5675 | -0.6075 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8868 | 0.4402 | -0.6670 | -0.5066 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1704 | -0.4381 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.30195 | 101.1 | -4.073 | -0.9498 | -2.381 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.059 | -0.01110 | 0.8540 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6901 | 3.686 | 1.556 | 1.603 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.544 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.30195</span> | 101.1 | 0.01703 | 0.2789 | 0.09247 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01727 | 0.4972 | 0.8540 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6901 | 3.686 | 1.556 | 1.603 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.544 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.407 | -0.4624 | -0.02880 | -0.1214 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5499 | 0.005628 | -1.325 | -1.518 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1161 | -0.7707 | -0.3300 | -0.4912 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4772 | -0.1931 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 109</span>| 468.29210 | 1.012 | -0.9733 | -0.9523 | -0.9459 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9581 | -0.9311 | -0.5658 | -0.6073 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8878 | 0.4488 | -0.6682 | -0.5015 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1697 | -0.4385 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.2921 | 101.2 | -4.073 | -0.9523 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01111 | 0.8546 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6894 | 3.699 | 1.555 | 1.608 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.546 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.2921</span> | 101.2 | 0.01702 | 0.2784 | 0.09269 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8546 | 0.07747 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6894 | 3.699 | 1.555 | 1.608 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.546 | 1.681 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 110</span>| 468.28540 | 1.012 | -0.9739 | -0.9554 | -0.9432 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9581 | -0.9314 | -0.5648 | -0.6081 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8889 | 0.4579 | -0.6697 | -0.4962 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1692 | -0.4390 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.2854 | 101.2 | -4.074 | -0.9551 | -2.376 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01111 | 0.8550 | 0.07745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6886 | 3.714 | 1.553 | 1.615 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.546 | 1.680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.2854</span> | 101.2 | 0.01701 | 0.2779 | 0.09293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8550 | 0.07745 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6886 | 3.714 | 1.553 | 1.615 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.546 | 1.680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 3.644 | 0.03668 | -0.1986 | 0.05251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5265 | 0.006364 | -2.013 | -2.999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3077 | -0.7577 | -0.4283 | -0.2217 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.4457 | -0.1968 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 111</span>| 468.26285 | 1.012 | -0.9738 | -0.9546 | -0.9455 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9321 | -0.5638 | -0.6053 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8894 | 0.4796 | -0.6701 | -0.4937 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1665 | -0.4375 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.26285 | 101.2 | -4.074 | -0.9544 | -2.378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01112 | 0.8554 | 0.07754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6883 | 3.748 | 1.552 | 1.617 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.550 | 1.682 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.26285</span> | 101.2 | 0.01701 | 0.2780 | 0.09272 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8554 | 0.07754 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6883 | 3.748 | 1.552 | 1.617 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.550 | 1.682 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 112</span>| 468.24808 | 1.012 | -0.9737 | -0.9538 | -0.9478 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9581 | -0.9328 | -0.5632 | -0.6032 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8900 | 0.5018 | -0.6707 | -0.4913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1639 | -0.4361 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.24808 | 101.2 | -4.074 | -0.9537 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8556 | 0.07761 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6879 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.24808</span> | 101.2 | 0.01701 | 0.2781 | 0.09251 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8556 | 0.07761 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6879 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 7.572 | 0.7442 | -0.1004 | -0.2485 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5511 | 0.005645 | -1.896 | -1.976 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3421 | -0.6164 | -0.3384 | -0.1002 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3637 | -0.1858 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 113</span>| 468.24925 | 1.009 | -0.9744 | -0.9459 | -0.9275 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9342 | -0.5606 | -0.6003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8814 | 0.5390 | -0.6664 | -0.4916 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1575 | -0.4319 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.24925 | 100.9 | -4.074 | -0.9463 | -2.360 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01114 | 0.8565 | 0.07771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6937 | 3.842 | 1.557 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.563 | 1.689 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.24925</span> | 100.9 | 0.01700 | 0.2796 | 0.09441 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8565 | 0.07771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6937 | 3.842 | 1.557 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.563 | 1.689 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 114</span>| 468.25666 | 1.009 | -0.9742 | -0.9500 | -0.9379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9574 | -0.9335 | -0.5615 | -0.6013 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8858 | 0.5198 | -0.6685 | -0.4914 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1608 | -0.4340 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.25666 | 100.9 | -4.074 | -0.9501 | -2.371 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8562 | 0.07768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6908 | 3.812 | 1.554 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.559 | 1.686 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.25666</span> | 100.9 | 0.01701 | 0.2789 | 0.09342 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8562 | 0.07768 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6908 | 3.812 | 1.554 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.559 | 1.686 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 115</span>| 468.26483 | 1.009 | -0.9741 | -0.9524 | -0.9439 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9577 | -0.9331 | -0.5620 | -0.6018 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8883 | 0.5089 | -0.6697 | -0.4913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1626 | -0.4352 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.26483 | 100.9 | -4.074 | -0.9523 | -2.377 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8560 | 0.07766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6891 | 3.794 | 1.553 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.556 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.26483</span> | 100.9 | 0.01701 | 0.2784 | 0.09287 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8560 | 0.07766 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6891 | 3.794 | 1.553 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.556 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 116</span>| 468.25961 | 1.009 | -0.9740 | -0.9538 | -0.9477 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9579 | -0.9328 | -0.5624 | -0.6023 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8898 | 0.5020 | -0.6705 | -0.4913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1637 | -0.4360 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.25961 | 100.9 | -4.074 | -0.9536 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8558 | 0.07764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6880 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.25961</span> | 100.9 | 0.01701 | 0.2782 | 0.09252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8558 | 0.07764 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6880 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 117</span>| 468.24351 | 1.011 | -0.9738 | -0.9538 | -0.9477 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9580 | -0.9328 | -0.5629 | -0.6029 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8899 | 0.5019 | -0.6706 | -0.4913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1638 | -0.4360 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.24351 | 101.1 | -4.074 | -0.9537 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8557 | 0.07762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6880 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.24351</span> | 101.1 | 0.01701 | 0.2781 | 0.09252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8557 | 0.07762 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6880 | 3.783 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -0.7570 | -0.04882 | -0.1901 | -0.1704 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4436 | 0.006358 | -1.944 | -2.069 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3547 | -0.6277 | -0.2411 | -0.07768 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3909 | -0.1932 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 118</span>| 468.24096 | 1.012 | -0.9738 | -0.9538 | -0.9477 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9579 | -0.9328 | -0.5622 | -0.6021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8898 | 0.5021 | -0.6705 | -0.4913 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1637 | -0.4360 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.24096 | 101.2 | -4.074 | -0.9536 | -2.380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8559 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.784 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.24096</span> | 101.2 | 0.01701 | 0.2782 | 0.09252 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8559 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.784 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.456 | 0.1549 | -0.1619 | -0.1892 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4078 | 0.006267 | -1.860 | -2.735 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3543 | -0.6265 | -0.1851 | -0.08656 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3612 | -0.1856 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 119</span>| 468.23716 | 1.012 | -0.9738 | -0.9536 | -0.9467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9576 | -0.9329 | -0.5614 | -0.6008 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8898 | 0.5037 | -0.6704 | -0.4911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1638 | -0.4357 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23716 | 101.2 | -4.074 | -0.9534 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8562 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.786 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23716</span> | 101.2 | 0.01701 | 0.2782 | 0.09261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8562 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.786 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.250 | 0.2329 | -0.1405 | -0.1467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3393 | 0.006453 | -1.023 | -1.889 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3583 | -0.6239 | -0.2353 | -0.09107 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3636 | -0.1837 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 120</span>| 468.26529 | 1.008 | -0.9742 | -0.9534 | -0.9465 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9571 | -0.9329 | -0.5599 | -0.5980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8893 | 0.5046 | -0.6700 | -0.4910 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1633 | -0.4354 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.26529 | 100.8 | -4.074 | -0.9532 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8568 | 0.07778 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6884 | 3.788 | 1.553 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.26529</span> | 100.8 | 0.01701 | 0.2782 | 0.09263 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8568 | 0.07778 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6884 | 3.788 | 1.553 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 121</span>| 468.23604 | 1.011 | -0.9739 | -0.9535 | -0.9467 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9575 | -0.9329 | -0.5612 | -0.6003 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8897 | 0.5039 | -0.6703 | -0.4911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1637 | -0.4357 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23604 | 101.1 | -4.074 | -0.9534 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01113 | 0.8563 | 0.07771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.786 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23604</span> | 101.1 | 0.01701 | 0.2782 | 0.09261 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8563 | 0.07771 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6881 | 3.786 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.554 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.188 | -0.1927 | -0.1868 | -0.1045 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2665 | 0.006857 | -1.024 | -1.172 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2153 | -0.6125 | -0.1502 | -0.07921 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3902 | -0.1918 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 122</span>| 468.23464 | 1.012 | -0.9738 | -0.9534 | -0.9465 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9574 | -0.9329 | -0.5609 | -0.6000 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8895 | 0.5043 | -0.6702 | -0.4911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1635 | -0.4356 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23464 | 101.2 | -4.074 | -0.9533 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8564 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6883 | 3.787 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23464</span> | 101.2 | 0.01701 | 0.2782 | 0.09263 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8564 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6883 | 3.787 | 1.552 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.857 | 0.1925 | -0.1360 | -0.1332 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2859 | 0.006578 | -0.9819 | -1.076 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2136 | -0.6087 | -0.2154 | -0.09459 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3609 | -0.1836 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 123</span>| 468.23346 | 1.011 | -0.9739 | -0.9532 | -0.9463 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9574 | -0.9329 | -0.5607 | -0.5998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8893 | 0.5049 | -0.6701 | -0.4911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1633 | -0.4355 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23346 | 101.1 | -4.074 | -0.9531 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8565 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6884 | 3.788 | 1.552 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23346</span> | 101.1 | 0.01701 | 0.2783 | 0.09265 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8565 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6884 | 3.788 | 1.552 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.684 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.112 | -0.08635 | -0.1600 | -0.09176 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2402 | 0.006873 | -0.9941 | -1.084 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2133 | -0.6080 | -0.2006 | -0.08423 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.3853 | -0.1906 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 124</span>| 468.23209 | 1.012 | -0.9738 | -0.9531 | -0.9461 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9573 | -0.9329 | -0.5604 | -0.5995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8891 | 0.5054 | -0.6700 | -0.4910 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1631 | -0.4354 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23209 | 101.2 | -4.074 | -0.9530 | -2.379 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8566 | 0.07774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6885 | 3.789 | 1.553 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23209</span> | 101.2 | 0.01701 | 0.2783 | 0.09266 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8566 | 0.07774 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6885 | 3.789 | 1.553 | 1.621 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.555 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 125</span>| 468.23061 | 1.012 | -0.9738 | -0.9526 | -0.9453 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9573 | -0.9330 | -0.5604 | -0.5995 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8885 | 0.5071 | -0.6698 | -0.4911 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1626 | -0.4353 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.23061 | 101.2 | -4.074 | -0.9525 | -2.378 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8566 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6889 | 3.791 | 1.553 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.556 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.23061</span> | 101.2 | 0.01701 | 0.2784 | 0.09274 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8566 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6889 | 3.791 | 1.553 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.556 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 126</span>| 468.22552 | 1.012 | -0.9738 | -0.9506 | -0.9419 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9573 | -0.9333 | -0.5606 | -0.5998 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8861 | 0.5138 | -0.6689 | -0.4912 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1606 | -0.4347 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.22552 | 101.2 | -4.074 | -0.9506 | -2.375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01113 | 0.8565 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6906 | 3.802 | 1.554 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.559 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.22552</span> | 101.2 | 0.01701 | 0.2788 | 0.09305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8565 | 0.07773 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6906 | 3.802 | 1.554 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.559 | 1.685 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 127</span>| 468.21689 | 1.012 | -0.9737 | -0.9426 | -0.9286 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9574 | -0.9344 | -0.5614 | -0.6009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8763 | 0.5405 | -0.6653 | -0.4919 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1525 | -0.4325 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.21689 | 101.2 | -4.074 | -0.9431 | -2.361 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01114 | 0.8562 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6972 | 3.844 | 1.558 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.571 | 1.688 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.21689</span> | 101.2 | 0.01701 | 0.2803 | 0.09430 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8562 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.6972 | 3.844 | 1.558 | 1.620 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.571 | 1.688 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.525 | 0.5842 | 0.4183 | 0.9468 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.5439 | 0.008618 | -1.874 | -1.936 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2463 | -0.5498 | 0.04440 | -0.1490 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.2038 | -0.1015 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 128</span>| 468.19158 | 1.011 | -0.9737 | -0.9504 | -0.9293 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9577 | -0.9362 | -0.5600 | -0.6009 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8523 | 0.5756 | -0.6644 | -0.4878 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1417 | -0.4298 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.19158 | 101.1 | -4.074 | -0.9504 | -2.362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01116 | 0.8567 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7134 | 3.900 | 1.560 | 1.624 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.587 | 1.691 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.19158</span> | 101.1 | 0.01701 | 0.2788 | 0.09423 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8567 | 0.07769 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7134 | 3.900 | 1.560 | 1.624 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.587 | 1.691 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -7.990 | 0.8226 | -0.02734 | 0.9308 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.6358 | 0.008756 | -3.089 | -2.706 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.08468 | -0.5047 | 0.1760 | -0.08785 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.06839 | -0.06706 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 129</span>| 468.16872 | 1.012 | -0.9746 | -0.9536 | -0.9297 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9583 | -0.9383 | -0.5551 | -0.6021 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8428 | 0.6190 | -0.6652 | -0.4874 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1424 | -0.4276 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.16872 | 101.2 | -4.075 | -0.9534 | -2.362 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.058 | -0.01118 | 0.8585 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7198 | 3.968 | 1.559 | 1.625 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.586 | 1.694 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.16872</span> | 101.2 | 0.01700 | 0.2782 | 0.09420 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01728 | 0.4972 | 0.8585 | 0.07765 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7198 | 3.968 | 1.559 | 1.625 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.586 | 1.694 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 1.949 | 1.224 | -0.09904 | 0.8335 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8902 | 0.008091 | -1.732 | -1.975 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.02618 | -0.4349 | 0.2067 | -0.1419 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.09587 | -0.05531 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 130</span>| 468.14579 | 1.011 | -0.9759 | -0.9465 | -0.9356 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9575 | -0.9407 | -0.5519 | -0.5999 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8420 | 0.6626 | -0.6664 | -0.4855 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1418 | -0.4273 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.14579 | 101.1 | -4.076 | -0.9467 | -2.368 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01121 | 0.8597 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7204 | 4.037 | 1.557 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.587 | 1.694 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.14579</span> | 101.1 | 0.01698 | 0.2795 | 0.09364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4972 | 0.8597 | 0.07772 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7204 | 4.037 | 1.557 | 1.627 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.587 | 1.694 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -9.402 | -0.5832 | 0.1847 | 0.5188 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4155 | 0.008564 | -1.671 | -1.980 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.03632 | -0.3649 | 0.3304 | -0.09551 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1039 | -0.08698 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 131</span>| 468.12514 | 1.011 | -0.9763 | -0.9445 | -0.9403 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9555 | -0.9442 | -0.5537 | -0.5953 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8391 | 0.7059 | -0.6668 | -0.4805 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1376 | -0.4223 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.12514 | 101.1 | -4.076 | -0.9449 | -2.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01125 | 0.8590 | 0.07788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7223 | 4.106 | 1.557 | 1.633 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.593 | 1.700 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.12514</span> | 101.1 | 0.01697 | 0.2799 | 0.09320 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01733 | 0.4972 | 0.8590 | 0.07788 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7223 | 4.106 | 1.557 | 1.633 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.593 | 1.700 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -5.823 | -0.4010 | 0.3316 | 0.1628 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2993 | 0.008766 | -1.373 | -1.049 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.008284 | -0.3402 | 0.4029 | 0.04088 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.03436 | -0.04680 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 132</span>| 468.10920 | 1.012 | -0.9773 | -0.9503 | -0.9395 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9556 | -0.9476 | -0.5516 | -0.5942 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8420 | 0.7499 | -0.6684 | -0.4836 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1347 | -0.4216 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.1092 | 101.2 | -4.077 | -0.9504 | -2.372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01129 | 0.8598 | 0.07791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7204 | 4.175 | 1.555 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.597 | 1.700 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.1092</span> | 101.2 | 0.01695 | 0.2788 | 0.09328 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01732 | 0.4972 | 0.8598 | 0.07791 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7204 | 4.175 | 1.555 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.597 | 1.700 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 0.4262 | -0.09925 | 0.1213 | 0.1364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.2200 | 0.008054 | -0.8480 | -0.9224 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.002683 | -0.2932 | 0.3866 | -0.06974 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.01820 | -0.05063 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 133</span>| 468.09766 | 1.011 | -0.9774 | -0.9506 | -0.9392 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9564 | -0.9508 | -0.5497 | -0.5929 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8318 | 0.7901 | -0.6724 | -0.4776 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1474 | -0.4133 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.09766 | 101.1 | -4.077 | -0.9507 | -2.372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.056 | -0.01132 | 0.8605 | 0.07796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7273 | 4.239 | 1.550 | 1.636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.578 | 1.710 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.09766</span> | 101.1 | 0.01695 | 0.2788 | 0.09331 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01731 | 0.4972 | 0.8605 | 0.07796 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7273 | 4.239 | 1.550 | 1.636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.578 | 1.710 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -1.610 | 0.04645 | 0.08092 | 0.1870 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1143 | 0.008788 | -0.7906 | -0.9380 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.03576 | -0.2567 | 0.2790 | 0.04583 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1853 | 0.03622 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 134</span>| 468.08577 | 1.011 | -0.9779 | -0.9521 | -0.9394 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9569 | -0.9550 | -0.5484 | -0.5900 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8316 | 0.8332 | -0.6752 | -0.4781 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1428 | -0.4231 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.08577 | 101.1 | -4.078 | -0.9520 | -2.372 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01137 | 0.8610 | 0.07805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7274 | 4.307 | 1.546 | 1.635 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.585 | 1.699 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.08577</span> | 101.1 | 0.01694 | 0.2785 | 0.09329 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4972 | 0.8610 | 0.07805 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7274 | 4.307 | 1.546 | 1.635 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.585 | 1.699 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -2.835 | -0.08271 | 0.01028 | 0.1502 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.2859 | 0.008536 | -0.7298 | -0.7597 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.09519 | -0.2281 | 0.1720 | -0.01715 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1386 | -0.1062 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 135</span>| 468.06947 | 1.011 | -0.9795 | -0.9573 | -0.9407 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9575 | -0.9652 | -0.5443 | -0.5834 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8515 | 0.9153 | -0.6785 | -0.4834 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1291 | -0.4003 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.06947 | 101.1 | -4.080 | -0.9569 | -2.373 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01148 | 0.8625 | 0.07827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7139 | 4.437 | 1.542 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.605 | 1.725 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.06947</span> | 101.1 | 0.01692 | 0.2775 | 0.09316 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01729 | 0.4971 | 0.8625 | 0.07827 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7139 | 4.437 | 1.542 | 1.629 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.605 | 1.725 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | -3.887 | -0.6407 | -0.1939 | 0.08469 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.4208 | 0.006503 | -1.301 | -1.072 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1255 | -0.1861 | 0.1431 | -0.06050 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.01658 | 0.1111 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 136</span>| 468.05012 | 1.012 | -0.9812 | -0.9547 | -0.9420 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9873 | -0.5356 | -0.5736 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8556 | 1.092 | -0.6884 | -0.4796 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1211 | -0.3873 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.05012 | 101.2 | -4.081 | -0.9544 | -2.375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01172 | 0.8656 | 0.07860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7112 | 4.716 | 1.529 | 1.634 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.617 | 1.740 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.05012</span> | 101.2 | 0.01689 | 0.2780 | 0.09305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4971 | 0.8656 | 0.07860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7112 | 4.716 | 1.529 | 1.634 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.617 | 1.740 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | F| Forward Diff. | 2.331 | -0.3124 | 0.04539 | -0.09325 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.3359 | 0.005628 | -0.9294 | -0.4404 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.1788 | -0.1003 | -0.1180 | -0.02636 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 0.09915 | 0.1820 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 137</span>| 468.05341 | 1.012 | -0.9836 | -0.9687 | -0.9317 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9507 | -1.013 | -0.5235 | -0.5660 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8472 | 1.268 | -0.6904 | -0.4754 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1200 | -0.3857 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.05341 | 101.2 | -4.084 | -0.9676 | -2.364 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.051 | -0.01201 | 0.8700 | 0.07886 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7168 | 4.995 | 1.527 | 1.639 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.619 | 1.742 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.05341</span> | 101.2 | 0.01685 | 0.2754 | 0.09401 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01741 | 0.4970 | 0.8700 | 0.07886 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7168 | 4.995 | 1.527 | 1.639 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.619 | 1.742 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> |<span style="font-weight: bold;"> 138</span>| 468.05012 | 1.012 | -0.9812 | -0.9547 | -0.9420 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.9570 | -0.9873 | -0.5356 | -0.5736 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -0.8556 | 1.092 | -0.6884 | -0.4796 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| -0.1211 | -0.3873 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | U| 468.05012 | 101.2 | -4.081 | -0.9544 | -2.375 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| -4.057 | -0.01172 | 0.8656 | 0.07860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7112 | 4.716 | 1.529 | 1.634 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.617 | 1.740 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> | X|<span style="font-weight: bold;"> 468.05012</span> | 101.2 | 0.01689 | 0.2780 | 0.09305 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.01730 | 0.4971 | 0.8656 | 0.07860 |</span> +<span class="r-out co"><span class="r-pr">#></span> |.....................| 0.7112 | 4.716 | 1.529 | 1.634 |</span> +<span class="r-out co"><span class="r-pr">#></span> <span style="text-decoration: underline;">|.....................| 2.617 | 1.740 |...........|...........|</span></span> +<span class="r-out co"><span class="r-pr">#></span> calculating covariance matrix</span> +<span class="r-out co"><span class="r-pr">#></span> done</span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating residuals/tables</span> +<span class="r-msg co"><span class="r-pr">#></span> done</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></span><span class="op">(</span><span class="va">f_nlmixr_dfop_sfo_saem</span><span class="op">$</span><span class="va">nm</span>, <span class="va">f_nlmixr_dfop_sfo_focei</span><span class="op">$</span><span class="va">nm</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> df AIC</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_saem$nm 16 1105.3725</span> +<span class="r-out co"><span class="r-pr">#></span> f_nlmixr_dfop_sfo_focei$nm 14 810.3271</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_nlmixr_dfop_sfo_sfo</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_nlmixr_dfop_sfo_sfo' not found</span> +<span class="r-in"><span class="co"># }</span></span> +<span class="r-in"></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/summary.saem.mmkin.html b/docs/dev/reference/summary.saem.mmkin.html index fe537320..febf25b4 100644 --- a/docs/dev/reference/summary.saem.mmkin.html +++ b/docs/dev/reference/summary.saem.mmkin.html @@ -1,71 +1,16 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Summary method for class "saem.mmkin" — summary.saem.mmkin • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" 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edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Summary method for class "saem.mmkin" — summary.saem.mmkin • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Summary method for class " saem.mmkin summary.saem.mmkin><meta property="og:description" content="Lists model equations, initial parameter values, optimised parameters for fixed effects (population), random effects (deviations from the population mean) and residual error model, as well as the resulting endpoints such as formation fractions and DT50 values. Optionally -(default is FALSE), the data are listed in full." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +(default is FALSE), the data are listed in full."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - </head> - - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -81,8 +26,7 @@ endpoints such as formation fractions and DT50 values. Optionally </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -91,8 +35,7 @@ endpoints such as formation fractions and DT50 values. Optionally <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -116,34 +59,27 @@ endpoints such as formation fractions and DT50 values. Optionally <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Summary method for class "saem.mmkin"</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/summary.saem.mmkin.R'><code>R/summary.saem.mmkin.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary.saem.mmkin.R" class="external-link"><code>R/summary.saem.mmkin.R</code></a></small> <div class="hidden name"><code>summary.saem.mmkin.Rd</code></div> </div> @@ -155,139 +91,137 @@ endpoints such as formation fractions and DT50 values. Optionally (default is FALSE), the data are listed in full.</p> </div> - <pre class="usage"><span class='co'># S3 method for saem.mmkin</span> -<span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>object</span>, data <span class='op'>=</span> <span class='cn'>FALSE</span>, verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, distimes <span class='op'>=</span> <span class='cn'>TRUE</span>, <span class='va'>...</span><span class='op'>)</span> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for saem.mmkin</span> +<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">object</span>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span> -<span class='co'># S3 method for summary.saem.mmkin</span> -<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, verbose <span class='op'>=</span> <span class='va'>x</span><span class='op'>$</span><span class='va'>verbose</span>, <span class='va'>...</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>object</th> - <td><p>an object of class <a href='saem.html'>saem.mmkin</a></p></td> - </tr> - <tr> - <th>data</th> - <td><p>logical, indicating whether the full data should be included in -the summary.</p></td> - </tr> - <tr> - <th>verbose</th> - <td><p>Should the summary be verbose?</p></td> - </tr> - <tr> - <th>distimes</th> - <td><p>logical, indicating whether DT50 and DT90 values should be -included.</p></td> - </tr> - <tr> - <th>...</th> - <td><p>optional arguments passed to methods like <code>print</code>.</p></td> - </tr> - <tr> - <th>x</th> - <td><p>an object of class summary.saem.mmkin</p></td> - </tr> - <tr> - <th>digits</th> - <td><p>Number of digits to use for printing</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> +<span class="co"># S3 method for summary.saem.mmkin</span> +<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> + </div> - <p>The summary function returns a list based on the <a href='https://rdrr.io/pkg/saemix/man/SaemixObject-class.html'>saemix::SaemixObject</a> -obtained in the fit, with at least the following additional components</p> -<dt>saemixversion, mkinversion, Rversion</dt><dd><p>The saemix, mkin and R versions used</p></dd> -<dt>date.fit, date.summary</dt><dd><p>The dates where the fit and the summary were + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>object</dt> +<dd><p>an object of class <a href="saem.html">saem.mmkin</a></p></dd> +<dt>data</dt> +<dd><p>logical, indicating whether the full data should be included in +the summary.</p></dd> +<dt>verbose</dt> +<dd><p>Should the summary be verbose?</p></dd> +<dt>distimes</dt> +<dd><p>logical, indicating whether DT50 and DT90 values should be +included.</p></dd> +<dt>...</dt> +<dd><p>optional arguments passed to methods like <code>print</code>.</p></dd> +<dt>x</dt> +<dd><p>an object of class summary.saem.mmkin</p></dd> +<dt>digits</dt> +<dd><p>Number of digits to use for printing</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> + <p>The summary function returns a list based on the <a href="https://rdrr.io/pkg/saemix/man/SaemixObject-class.html" class="external-link">saemix::SaemixObject</a>obtained in the fit, with at least the following additional components</p> +<dl><dt>saemixversion, mkinversion, Rversion</dt> +<dd><p>The saemix, mkin and R versions used</p></dd> +<dt>date.fit, date.summary</dt> +<dd><p>The dates where the fit and the summary were produced</p></dd> -<dt>diffs</dt><dd><p>The differential equations used in the degradation model</p></dd> -<dt>use_of_ff</dt><dd><p>Was maximum or minimum use made of formation fractions</p></dd> -<dt>data</dt><dd><p>The data</p></dd> -<dt>confint_trans</dt><dd><p>Transformed parameters as used in the optimisation, with confidence intervals</p></dd> -<dt>confint_back</dt><dd><p>Backtransformed parameters, with confidence intervals if available</p></dd> -<dt>confint_errmod</dt><dd><p>Error model parameters with confidence intervals</p></dd> -<dt>ff</dt><dd><p>The estimated formation fractions derived from the fitted +<dt>diffs</dt> +<dd><p>The differential equations used in the degradation model</p></dd> +<dt>use_of_ff</dt> +<dd><p>Was maximum or minimum use made of formation fractions</p></dd> +<dt>data</dt> +<dd><p>The data</p></dd> +<dt>confint_trans</dt> +<dd><p>Transformed parameters as used in the optimisation, with confidence intervals</p></dd> +<dt>confint_back</dt> +<dd><p>Backtransformed parameters, with confidence intervals if available</p></dd> +<dt>confint_errmod</dt> +<dd><p>Error model parameters with confidence intervals</p></dd> +<dt>ff</dt> +<dd><p>The estimated formation fractions derived from the fitted model.</p></dd> -<dt>distimes</dt><dd><p>The DT50 and DT90 values for each observed variable.</p></dd> -<dt>SFORB</dt><dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd> -The print method is called for its side effect, i.e. printing the summary. - - <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2> - +<dt>distimes</dt> +<dd><p>The DT50 and DT90 values for each observed variable.</p></dd> +<dt>SFORB</dt> +<dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd> +</dl><p>The print method is called for its side effect, i.e. printing the summary.</p> + </div> + <div id="author"> + <h2>Author</h2> <p>Johannes Ranke for the mkin specific parts saemix authors for the parts inherited from saemix.</p> + </div> - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='co'># Generate five datasets following DFOP-SFO kinetics</span> -<span class='va'>sampling_times</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>3</span>, <span class='fl'>7</span>, <span class='fl'>14</span>, <span class='fl'>28</span>, <span class='fl'>60</span>, <span class='fl'>90</span>, <span class='fl'>120</span><span class='op'>)</span> -<span class='va'>dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"DFOP"</span>, <span class='st'>"m1"</span><span class='op'>)</span>, - m1 <span class='op'>=</span> <span class='fu'><a href='mkinmod.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span>, quiet <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/Random.html'>set.seed</a></span><span class='op'>(</span><span class='fl'>1234</span><span class='op'>)</span> -<span class='va'>k1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.1</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> -<span class='va'>k2_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.02</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> -<span class='va'>g_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>qlogis</a></span><span class='op'>(</span><span class='fl'>0.5</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>f_parent_to_m1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>plogis</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/stats/Logistic.html'>qlogis</a></span><span class='op'>(</span><span class='fl'>0.3</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span><span class='op'>)</span> -<span class='va'>k_m1_in</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>0.02</span><span class='op'>)</span>, <span class='fl'>0.3</span><span class='op'>)</span> - -<span class='va'>pred_dfop_sfo</span> <span class='op'><-</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>k1</span>, <span class='va'>k2</span>, <span class='va'>g</span>, <span class='va'>f_parent_to_m1</span>, <span class='va'>k_m1</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k1 <span class='op'>=</span> <span class='va'>k1</span>, k2 <span class='op'>=</span> <span class='va'>k2</span>, g <span class='op'>=</span> <span class='va'>g</span>, f_parent_to_m1 <span class='op'>=</span> <span class='va'>f_parent_to_m1</span>, k_m1 <span class='op'>=</span> <span class='va'>k_m1</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span>, m1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, - <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='op'>}</span> - -<span class='va'>ds_mean_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>:</span><span class='fl'>5</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>i</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k1 <span class='op'>=</span> <span class='va'>k1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, k2 <span class='op'>=</span> <span class='va'>k2_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, g <span class='op'>=</span> <span class='va'>g_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, - f_parent_to_m1 <span class='op'>=</span> <span class='va'>f_parent_to_m1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span>, k_m1 <span class='op'>=</span> <span class='va'>k_m1_in</span><span class='op'>[</span><span class='va'>i</span><span class='op'>]</span><span class='op'>)</span>, - <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span>, m1 <span class='op'>=</span> <span class='fl'>0</span><span class='op'>)</span>, - <span class='va'>sampling_times</span><span class='op'>)</span> -<span class='op'>}</span><span class='op'>)</span> -<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds_mean_dfop_sfo</span><span class='op'>)</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='st'>"ds"</span>, <span class='fl'>1</span><span class='op'>:</span><span class='fl'>5</span><span class='op'>)</span> - -<span class='va'>ds_syn_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>ds_mean_dfop_sfo</span>, <span class='kw'>function</span><span class='op'>(</span><span class='va'>ds</span><span class='op'>)</span> <span class='op'>{</span> - <span class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>ds</span>, - sdfunc <span class='op'>=</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>+</span> <span class='va'>value</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>*</span> <span class='fl'>0.07</span><span class='op'>^</span><span class='fl'>2</span><span class='op'>)</span>, - n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span> -<span class='op'>}</span><span class='op'>)</span> - -<span class='co'># \dontrun{</span> -<span class='co'># Evaluate using mmkin and saem</span> -<span class='va'>f_mmkin_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span><span class='op'>(</span><span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span><span class='op'>(</span><span class='va'>dfop_sfo</span><span class='op'>)</span>, <span class='va'>ds_syn_dfop_sfo</span>, - quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span>, cores <span class='op'>=</span> <span class='fl'>5</span><span class='op'>)</span> -<span class='va'>f_saem_dfop_sfo</span> <span class='op'><-</span> <span class='fu'><a href='saem.html'>saem</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='warning'>Warning: argument is not a function</span></div><div class='output co'>#> <span class='message'> </span></div><div class='output co'>#> <span class='error'>Error in rxModelVars_(obj): Not compatible with STRSXP: [type=NULL].</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_saem_dfop_sfo</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span> -</div><div class='output co'>#> <span class='error'>Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_saem_dfop_sfo' not found</span></div><div class='input'><span class='co'># }</span> - -</div></pre> + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="co"># Generate five datasets following DFOP-SFO kinetics</span></span> +<span class="r-in"><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span> +<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> +<span class="r-in"> m1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">1234</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.1</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k2_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"><span class="va">g_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.5</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_parent_to_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.3</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> +<span class="r-in"><span class="va">k_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">pred_dfop_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k1</span>, <span class="va">k2</span>, <span class="va">g</span>, <span class="va">f_parent_to_m1</span>, <span class="va">k_m1</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1</span>, k2 <span class="op">=</span> <span class="va">k2</span>, g <span class="op">=</span> <span class="va">g</span>, f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1</span>, k_m1 <span class="op">=</span> <span class="va">k_m1</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="op">}</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">ds_mean_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k2 <span class="op">=</span> <span class="va">k2_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, g <span class="op">=</span> <span class="va">g_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>,</span> +<span class="r-in"> f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k_m1 <span class="op">=</span> <span class="va">k_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> +<span class="r-in"> <span class="va">sampling_times</span><span class="op">)</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"ds"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="va">ds_syn_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span> +<span class="r-in"> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span> +<span class="r-in"> sdfunc <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="fl">1</span><span class="op">^</span><span class="fl">2</span> <span class="op">+</span> <span class="va">value</span><span class="op">^</span><span class="fl">2</span> <span class="op">*</span> <span class="fl">0.07</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span>,</span> +<span class="r-in"> n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span> +<span class="r-in"><span class="op">}</span><span class="op">)</span></span> +<span class="r-in"></span> +<span class="r-in"><span class="co"># \dontrun{</span></span> +<span class="r-in"><span class="co"># Evaluate using mmkin and saem</span></span> +<span class="r-in"><span class="va">f_mmkin_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">dfop_sfo</span><span class="op">)</span>, <span class="va">ds_syn_dfop_sfo</span>,</span> +<span class="r-in"> quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span> +<span class="r-in"><span class="va">f_saem_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span><span class="op">)</span></span> +<span class="r-msg co"><span class="r-pr">#></span> </span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> +<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> +<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_saem_dfop_sfo' not found</span> +<span class="r-in"><span class="co"># }</span></span> +<span class="r-in"></span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/reference/tffm0.html b/docs/dev/reference/tffm0.html index c7b5b6de..8988b5a2 100644 --- a/docs/dev/reference/tffm0.html +++ b/docs/dev/reference/tffm0.html @@ -1,46 +1,5 @@ -<!-- Generated by pkgdown: do not edit by hand --> <!DOCTYPE html> -<html lang="en"> - <head> - <meta charset="utf-8"> -<meta http-equiv="X-UA-Compatible" content="IE=edge"> -<meta name="viewport" content="width=device-width, initial-scale=1.0"> - -<title>Transform formation fractions as in the first published mkin version — tffm0 • mkin</title> - - -<!-- jquery --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script> -<!-- Bootstrap --> - -<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" /> - -<script 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property="og:title" content="Transform formation fractions as in the first published mkin version — tffm0"><meta property="og:description" content="The transformed fractions can be restricted between 0 and 1 in model optimisations. Therefore this transformation was used originally in mkin. It was later replaced by the ilr transformation because the ilr transformed fractions can assumed to follow normal distribution. As the ilr @@ -49,28 +8,14 @@ the nlmixr modelling language, this transformation is currently used for translating mkin models with formation fractions to more than one target compartment for fitting with nlmixr in nlmixr_model. However, this implementation cannot be used there, as it is not accessible -from RxODE." /> - - -<meta name="robots" content="noindex"> - -<!-- mathjax --> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> -<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> - -<!--[if lt IE 9]> +from RxODE."><meta name="robots" content="noindex"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--> - - - - </head> +<![endif]--></head><body data-spy="scroll" data-target="#toc"> + - <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> - <header> - <div class="navbar navbar-default navbar-fixed-top" role="navigation"> + <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> @@ -86,8 +31,7 @@ from RxODE." /> </div> <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> + <ul class="nav navbar-nav"><li> <a href="../reference/index.html">Functions and data</a> </li> <li class="dropdown"> @@ -96,8 +40,7 @@ from RxODE." /> <span class="caret"></span> </a> - <ul class="dropdown-menu" role="menu"> - <li> + <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li> @@ -121,106 +64,95 @@ from RxODE." /> <li> <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> </li> - </ul> -</li> + </ul></li> <li> <a href="../news/index.html">News</a> </li> - </ul> - <ul class="nav navbar-nav navbar-right"> - <li> - <a href="https://github.com/jranke/mkin/"> + </ul><ul class="nav navbar-nav navbar-right"><li> + <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> - </ul> - - </div><!--/.nav-collapse --> + </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> - </header> - -<div class="row"> + </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Transform formation fractions as in the first published mkin version</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/tffm0.R'><code>R/tffm0.R</code></a></small> + <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/tffm0.R" class="external-link"><code>R/tffm0.R</code></a></small> <div class="hidden name"><code>tffm0.Rd</code></div> </div> <div class="ref-description"> <p>The transformed fractions can be restricted between 0 and 1 in model optimisations. Therefore this transformation was used originally in mkin. It -was later replaced by the <a href='ilr.html'>ilr</a> transformation because the ilr transformed +was later replaced by the <a href="ilr.html">ilr</a> transformation because the ilr transformed fractions can assumed to follow normal distribution. As the ilr -transformation is not available in <a href='https://nlmixrdevelopment.github.io/RxODE/reference/RxODE.html'>RxODE</a> and can therefore not be used in +transformation is not available in <a href="https://nlmixrdevelopment.github.io/RxODE/reference/RxODE.html" class="external-link">RxODE</a> and can therefore not be used in the nlmixr modelling language, this transformation is currently used for translating mkin models with formation fractions to more than one target -compartment for fitting with nlmixr in <a href='nlmixr.mmkin.html'>nlmixr_model</a>. However, +compartment for fitting with nlmixr in <a href="nlmixr.mmkin.html">nlmixr_model</a>. However, this implementation cannot be used there, as it is not accessible from RxODE.</p> </div> - <pre class="usage"><span class='fu'>tffm0</span><span class='op'>(</span><span class='va'>ff</span><span class='op'>)</span> - -<span class='fu'>invtffm0</span><span class='op'>(</span><span class='va'>ff_trans</span><span class='op'>)</span></pre> - - <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> - <table class="ref-arguments"> - <colgroup><col class="name" /><col class="desc" /></colgroup> - <tr> - <th>ff</th> - <td><p>Vector of untransformed formation fractions. The sum -must be smaller or equal to one</p></td> - </tr> - <tr> - <th>ff_trans</th> - <td><p>Vector of transformed formation fractions that can be -restricted to the interval from 0 to 1</p></td> - </tr> - </table> - - <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2> - - <p>A vector of the transformed formation fractions</p> -<p>A vector of backtransformed formation fractions for natural use in degradation models</p> - - <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> - <pre class="examples"><div class='input'><span class='va'>ff_example</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span> - <span class='fl'>0.10983681</span>, <span class='fl'>0.09035905</span>, <span class='fl'>0.08399383</span> -<span class='op'>)</span> -<span class='va'>ff_example_trans</span> <span class='op'><-</span> <span class='fu'>tffm0</span><span class='op'>(</span><span class='va'>ff_example</span><span class='op'>)</span> -<span class='fu'>invtffm0</span><span class='op'>(</span><span class='va'>ff_example_trans</span><span class='op'>)</span> -</div><div class='output co'>#> [1] 0.10983681 0.09035905 0.08399383</div></pre> + <div id="ref-usage"> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">tffm0</span><span class="op">(</span><span class="va">ff</span><span class="op">)</span> + +<span class="fu">invtffm0</span><span class="op">(</span><span class="va">ff_trans</span><span class="op">)</span></code></pre></div> + </div> + + <div id="arguments"> + <h2>Arguments</h2> + <dl><dt>ff</dt> +<dd><p>Vector of untransformed formation fractions. The sum +must be smaller or equal to one</p></dd> +<dt>ff_trans</dt> +<dd><p>Vector of transformed formation fractions that can be +restricted to the interval from 0 to 1</p></dd> +</dl></div> + <div id="value"> + <h2>Value</h2> + <p>A vector of the transformed formation fractions +A vector of backtransformed formation fractions for natural use in degradation models</p> + </div> + + <div id="ref-examples"> + <h2>Examples</h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="va">ff_example</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span> +<span class="r-in"> <span class="fl">0.10983681</span>, <span class="fl">0.09035905</span>, <span class="fl">0.08399383</span></span> +<span class="r-in"><span class="op">)</span></span> +<span class="r-in"><span class="va">ff_example_trans</span> <span class="op"><-</span> <span class="fu">tffm0</span><span class="op">(</span><span class="va">ff_example</span><span class="op">)</span></span> +<span class="r-in"><span class="fu">invtffm0</span><span class="op">(</span><span class="va">ff_example_trans</span><span class="op">)</span></span> +<span class="r-out co"><span class="r-pr">#></span> [1] 0.10983681 0.09035905 0.08399383</span> +</code></pre></div> + </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"> - <h2 data-toc-skip>Contents</h2> - </nav> - </div> + <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> + </nav></div> </div> - <footer> - <div class="copyright"> - <p>Developed by Johannes Ranke.</p> + <footer><div class="copyright"> + <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> - <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.6.1.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p> </div> - </footer> - </div> + </footer></div> - </body> -</html> + + </body></html> diff --git a/docs/dev/sitemap.xml b/docs/dev/sitemap.xml index 963d4200..77355cd5 100644 --- a/docs/dev/sitemap.xml +++ b/docs/dev/sitemap.xml @@ -1,9 +1,48 @@ <?xml version="1.0" encoding="UTF-8"?> <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"> <url> + <loc>https://pkgdown.jrwb.de/mkin/404.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/FOCUS_D.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/FOCUS_L.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/index.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/mkin.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/twa.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/web_only/FOCUS_Z.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/web_only/NAFTA_examples.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/web_only/benchmarks.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/web_only/compiled_models.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/articles/web_only/dimethenamid_2018.html</loc> + </url> + <url> + <loc>https://pkgdown.jrwb.de/mkin/authors.html</loc> + </url> + <url> <loc>https://pkgdown.jrwb.de/mkin/index.html</loc> </url> <url> + <loc>https://pkgdown.jrwb.de/mkin/news/index.html</loc> + </url> + <url> <loc>https://pkgdown.jrwb.de/mkin/reference/AIC.mmkin.html</loc> </url> <url> @@ -88,6 +127,9 @@ <loc>https://pkgdown.jrwb.de/mkin/reference/ilr.html</loc> </url> <url> + <loc>https://pkgdown.jrwb.de/mkin/reference/index.html</loc> + </url> + <url> <loc>https://pkgdown.jrwb.de/mkin/reference/intervals.nlmixr.mmkin.html</loc> </url> <url> @@ -187,6 +229,9 @@ <loc>https://pkgdown.jrwb.de/mkin/reference/plot.nafta.html</loc> </url> <url> + <loc>https://pkgdown.jrwb.de/mkin/reference/print.mmkin.html</loc> + </url> + <url> <loc>https://pkgdown.jrwb.de/mkin/reference/reexports.html</loc> </url> <url> @@ -228,31 +273,4 @@ <url> <loc>https://pkgdown.jrwb.de/mkin/reference/update.mkinfit.html</loc> </url> - 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