diff options
Diffstat (limited to 'docs/dev/reference')
184 files changed, 0 insertions, 40178 deletions
diff --git a/docs/dev/reference/AIC.mmkin.html b/docs/dev/reference/AIC.mmkin.html deleted file mode 100644 index ebfe052d..00000000 --- a/docs/dev/reference/AIC.mmkin.html +++ /dev/null @@ -1,220 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Calculate the AIC for a column of an mmkin object — AIC.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="Calculate the AIC for a column of an mmkin object — AIC.mmkin"><meta property="og:description" content="Provides a convenient way to compare different kinetic models fitted to the -same dataset."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Calculate the AIC for a column of an mmkin object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/AIC.mmkin.R" class="external-link"><code>R/AIC.mmkin.R</code></a></small> - <div class="hidden name"><code>AIC.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Provides a convenient way to compare different kinetic models fitted to the -same dataset.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mmkin</span></span> -<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">object</span>, <span class="va">...</span>, k <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">BIC</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An object of class <code><a href="mmkin.html">mmkin</a></code>, containing only one -column.</p></dd> - - -<dt>...</dt> -<dd><p>For compatibility with the generic method</p></dd> - - -<dt>k</dt> -<dd><p>As in the generic method</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>As in the generic method (a numeric value for single fits, or a -dataframe if there are several fits in the column).</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># skip, as it takes > 10 s on winbuilder</span></span></span> -<span class="r-in"><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" 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></span> -<span class="r-in"><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">"FOCUS A"</span> <span class="op">=</span> <span class="va">FOCUS_2006_A</span>,</span></span> -<span class="r-in"><span> <span class="st">"FOCUS C"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</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> -<span class="r-in"><span> <span class="co"># We get a warning because the FOMC model does not converge for the</span></span></span> -<span class="r-in"><span> <span class="co"># FOCUS A dataset, as it is well described by SFO</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="st">"FOCUS A"</span><span class="op">]</span><span class="op">)</span> <span class="co"># We get a single number for a single fit</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 55.28197</span> -<span class="r-in"><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</span><span class="op">[[</span><span class="st">"SFO"</span>, <span class="st">"FOCUS A"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span> <span class="co"># or when extracting an mkinfit object</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 55.28197</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># For FOCUS A, the models fit almost equally well, so the higher the number</span></span></span> -<span class="r-in"><span> <span class="co"># of parameters, the higher (worse) the AIC</span></span></span> -<span class="r-in"><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</span><span class="op">[</span>, <span class="st">"FOCUS A"</span><span class="op">]</span><span class="op">)</span></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> SFO 3 55.28197</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 4 57.28222</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 5 59.28197</span> -<span class="r-in"><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</span><span class="op">[</span>, <span class="st">"FOCUS A"</span><span class="op">]</span>, k <span class="op">=</span> <span class="fl">0</span><span class="op">)</span> <span class="co"># If we do not penalize additional parameters, we get nearly the same</span></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> SFO 3 49.28197</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 4 49.28222</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 5 49.28197</span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">BIC</a></span><span class="op">(</span><span class="va">f</span><span class="op">[</span>, <span class="st">"FOCUS A"</span><span class="op">]</span><span class="op">)</span> <span class="co"># Comparing the BIC gives a very similar picture</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> df BIC</span> -<span class="r-out co"><span class="r-pr">#></span> SFO 3 55.52030</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 4 57.59999</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 5 59.67918</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># For FOCUS C, the more complex models fit better</span></span></span> -<span class="r-in"><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</span><span class="op">[</span>, <span class="st">"FOCUS C"</span><span class="op">]</span><span class="op">)</span></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> SFO 3 59.29336</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 4 44.68652</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 5 29.02372</span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">BIC</a></span><span class="op">(</span><span class="va">f</span><span class="op">[</span>, <span class="st">"FOCUS C"</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> df BIC</span> -<span class="r-out co"><span class="r-pr">#></span> SFO 3 59.88504</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 4 45.47542</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 5 30.00984</span> -<span class="r-in"><span> </span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/CAKE_export.html b/docs/dev/reference/CAKE_export.html deleted file mode 100644 index 7b52a8c5..00000000 --- a/docs/dev/reference/CAKE_export.html +++ /dev/null @@ -1,225 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Export a list of datasets format to a CAKE study file — CAKE_export • 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="Export a list of datasets format to a CAKE study file — CAKE_export"><meta property="og:description" content="In addition to the datasets, the pathways in the degradation model can be -specified as well."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Export a list of datasets format to a CAKE study file</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/CAKE_export.R" class="external-link"><code>R/CAKE_export.R</code></a></small> - <div class="hidden name"><code>CAKE_export.Rd</code></div> - </div> - - <div class="ref-description"> - <p>In addition to the datasets, the pathways in the degradation model can be -specified as well.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">CAKE_export</span><span class="op">(</span></span> -<span> <span class="va">ds</span>,</span> -<span> map <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="st">"Parent"</span><span class="op">)</span>,</span> -<span> links <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> filename <span class="op">=</span> <span class="st">"CAKE_export.csf"</span>,</span> -<span> path <span class="op">=</span> <span class="st">"."</span>,</span> -<span> overwrite <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> study <span class="op">=</span> <span class="st">"Degradinol aerobic soil degradation"</span>,</span> -<span> description <span class="op">=</span> <span class="st">""</span>,</span> -<span> time_unit <span class="op">=</span> <span class="st">"days"</span>,</span> -<span> res_unit <span class="op">=</span> <span class="st">"% AR"</span>,</span> -<span> comment <span class="op">=</span> <span class="st">""</span>,</span> -<span> date <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span>,</span> -<span> optimiser <span class="op">=</span> <span class="st">"IRLS"</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>ds</dt> -<dd><p>A named list of datasets in long format as compatible with -<code><a href="mkinfit.html">mkinfit</a></code>.</p></dd> - - -<dt>map</dt> -<dd><p>A character vector with CAKE compartment names (Parent, A1, ...), -named with the names used in the list of datasets.</p></dd> - - -<dt>links</dt> -<dd><p>An optional character vector of target compartments, named with -the names of the source compartments. In order to make this easier, the -names are used as in the datasets supplied.</p></dd> - - -<dt>filename</dt> -<dd><p>Where to write the result. Should end in .csf in order to be -compatible with CAKE.</p></dd> - - -<dt>path</dt> -<dd><p>An optional path to the output file.</p></dd> - - -<dt>overwrite</dt> -<dd><p>If TRUE, existing files are overwritten.</p></dd> - - -<dt>study</dt> -<dd><p>The name of the study.</p></dd> - - -<dt>description</dt> -<dd><p>An optional description.</p></dd> - - -<dt>time_unit</dt> -<dd><p>The time unit for the residue data.</p></dd> - - -<dt>res_unit</dt> -<dd><p>The unit used for the residues.</p></dd> - - -<dt>comment</dt> -<dd><p>An optional comment.</p></dd> - - -<dt>date</dt> -<dd><p>The date of file creation.</p></dd> - - -<dt>optimiser</dt> -<dd><p>Can be OLS or IRLS.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The function is called for its side effect.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/D24_2014.html b/docs/dev/reference/D24_2014.html deleted file mode 100644 index 8af0a8e2..00000000 --- a/docs/dev/reference/D24_2014.html +++ /dev/null @@ -1,261 +0,0 @@ -<!DOCTYPE html> -<!-- 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 2,4-D from the EU assessment in 2014 — D24_2014 • 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 2,4-D from the EU assessment in 2014 — D24_2014"><meta property="og:description" content="The five 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Aerobic soil degradation data on 2,4-D from the EU assessment in 2014</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/D24_2014.R" class="external-link"><code>R/D24_2014.R</code></a></small> - <div class="hidden name"><code>D24_2014.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The five 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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">D24_2014</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>An <a href="mkindsg.html">mkindsg</a> object grouping five datasets</p> - </div> - <div id="source"> - <h2>Source</h2> - <p>Hellenic Ministry of Rural Development and Agriculture (2014) -Final addendum to the Renewal Assessment Report - public version - 2,4-D -Volume 3 Annex B.8 Fate and behaviour in the environment -<a href="https://open.efsa.europa.eu/study-inventory/EFSA-Q-2013-00811" class="external-link">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2013-00811</a></p> - </div> - <div id="details"> - <h2>Details</h2> - <p>Data for the first dataset are from p. 685. Data for the other four -datasets were used in the preprocessed versions given in the kinetics -section (p. 761ff.), with the exception of residues smaller than 1 for DCP -in the soil from Site I2, where the values given on p. 694 were used.</p> -<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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><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">D24_2014</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkindsg> holding 5 mkinds objects</span> -<span class="r-out co"><span class="r-pr">#></span> Title $title: Aerobic soil degradation data on 2,4-D from the EU assessment in 2014 </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> D24 DCP DCA </span> -<span class="r-out co"><span class="r-pr">#></span> 5 4 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] 1.6062378 0.7118732 0.7156063 0.7156063 0.8977124</span> -<span class="r-out co"><span class="r-pr">#></span> Meta information $meta:</span> -<span class="r-out co"><span class="r-pr">#></span> study usda_soil_type study_moisture_ref_type</span> -<span class="r-out co"><span class="r-pr">#></span> Mississippi Cohen 1991 Silt loam <NA></span> -<span class="r-out co"><span class="r-pr">#></span> Fayette Liu and Adelfinskaya 2011 Silt loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> RefSol 03-G Liu and Adelfinskaya 2011 Loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> Site E1 Liu and Adelfinskaya 2011 Loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> Site I2 Liu and Adelfinskaya 2011 Loamy sand pF1</span> -<span class="r-out co"><span class="r-pr">#></span> rel_moisture temperature</span> -<span class="r-out co"><span class="r-pr">#></span> Mississippi NA 25</span> -<span class="r-out co"><span class="r-pr">#></span> Fayette 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> RefSol 03-G 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> Site E1 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> Site I2 0.5 20</span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">D24_2014</span><span class="op">$</span><span class="va">ds</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Mississippi </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: D24 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 2, 4, 7, 15, 24, 35, 56, 71, 114, 183, 273, 365 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 1 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> time D24</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 96.8</span> -<span class="r-out co"><span class="r-pr">#></span> 2 2 81.0</span> -<span class="r-out co"><span class="r-pr">#></span> 3 4 81.7</span> -<span class="r-out co"><span class="r-pr">#></span> 4 7 88.2</span> -<span class="r-out co"><span class="r-pr">#></span> 5 15 66.3</span> -<span class="r-out co"><span class="r-pr">#></span> 6 24 72.9</span> -<span class="r-out co"><span class="r-pr">#></span> 7 35 62.6</span> -<span class="r-out co"><span class="r-pr">#></span> 8 56 54.6</span> -<span class="r-out co"><span class="r-pr">#></span> 9 71 35.2</span> -<span class="r-out co"><span class="r-pr">#></span> 10 114 18.0</span> -<span class="r-out co"><span class="r-pr">#></span> 11 183 11.3</span> -<span class="r-out co"><span class="r-pr">#></span> 12 273 9.9</span> -<span class="r-out co"><span class="r-pr">#></span> 13 365 6.3</span> -<span class="r-in"><span><span class="va">m_D24</span> <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>D24 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"DCP"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> DCP <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"DCA"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> DCA <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> -<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="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">m_D24</span><span class="op">)</span></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> $D24</span> -<span class="r-out co"><span class="r-pr">#></span> $type: SFO; $to: DCP; $sink: TRUE</span> -<span class="r-out co"><span class="r-pr">#></span> $DCP</span> -<span class="r-out co"><span class="r-pr">#></span> $type: SFO; $to: DCA; $sink: TRUE</span> -<span class="r-out co"><span class="r-pr">#></span> $DCA</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_D24/dt = - k_D24 * D24</span> -<span class="r-out co"><span class="r-pr">#></span> d_DCP/dt = + f_D24_to_DCP * k_D24 * D24 - k_DCP * DCP</span> -<span class="r-out co"><span class="r-pr">#></span> d_DCA/dt = + f_DCP_to_DCA * k_DCP * DCP - k_DCA * DCA</span> -<span class="r-in"><span><span class="va">m_D24_2</span> <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>D24 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, to <span class="op">=</span> <span class="st">"DCP"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> DCP <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"DCA"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> DCA <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> -<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="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">m_D24_2</span><span class="op">)</span></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> $D24</span> -<span class="r-out co"><span class="r-pr">#></span> $type: DFOP; $to: DCP; $sink: TRUE</span> -<span class="r-out co"><span class="r-pr">#></span> $DCP</span> -<span class="r-out co"><span class="r-pr">#></span> $type: SFO; $to: DCA; $sink: TRUE</span> -<span class="r-out co"><span class="r-pr">#></span> $DCA</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> 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_D24/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> * D24</span> -<span class="r-out co"><span class="r-pr">#></span> d_DCP/dt = + f_D24_to_DCP * ((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) * exp(-k2</span> -<span class="r-out co"><span class="r-pr">#></span> * time))) * D24 - k_DCP * DCP</span> -<span class="r-out co"><span class="r-pr">#></span> d_DCA/dt = + f_DCP_to_DCA * k_DCP * DCP - k_DCA * DCA</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/DFOP.solution-1.png b/docs/dev/reference/DFOP.solution-1.png Binary files differdeleted file mode 100644 index 6b78836f..00000000 --- a/docs/dev/reference/DFOP.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/DFOP.solution.html b/docs/dev/reference/DFOP.solution.html deleted file mode 100644 index d462133c..00000000 --- a/docs/dev/reference/DFOP.solution.html +++ /dev/null @@ -1,202 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Double First-Order in Parallel kinetics — DFOP.solution • 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="Double First-Order in Parallel kinetics — DFOP.solution"><meta property="og:description" content="Function describing decline from a defined starting value using the sum of -two exponential decline functions."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Double First-Order in Parallel kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>DFOP.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing decline from a defined starting value using the sum of -two exponential decline functions.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">DFOP.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">k1</span>, <span class="va">k2</span>, <span class="va">g</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>k1</dt> -<dd><p>First kinetic constant.</p></dd> - - -<dt>k2</dt> -<dd><p>Second kinetic constant.</p></dd> - - -<dt>g</dt> -<dd><p>Fraction of the starting value declining according to the first -kinetic constant.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">DFOP.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">5</span>, <span class="fl">0.5</span>, <span class="fl">0.3</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">4</span>, ylim <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">100</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="DFOP.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/Extract.mmkin.html b/docs/dev/reference/Extract.mmkin.html deleted file mode 100644 index 3a22d14b..00000000 --- a/docs/dev/reference/Extract.mmkin.html +++ /dev/null @@ -1,235 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Subsetting method for mmkin objects — [.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="Subsetting method for mmkin objects — [.mmkin"><meta property="og:description" content="Subsetting method for mmkin objects"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Subsetting method for mmkin objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mmkin.R" class="external-link"><code>R/mmkin.R</code></a></small> - <div class="hidden name"><code>Extract.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Subsetting method for mmkin objects</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre><code># S3 method for mmkin -[(x, i, j, ..., drop = FALSE)</code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>An <code><a href="mmkin.html">mmkin</a> object</code></p></dd> - - -<dt>i</dt> -<dd><p>Row index selecting the fits for specific models</p></dd> - - -<dt>j</dt> -<dd><p>Column index selecting the fits to specific datasets</p></dd> - - -<dt>...</dt> -<dd><p>Not used, only there to satisfy the generic method definition</p></dd> - - -<dt>drop</dt> -<dd><p>If FALSE, the method always returns an mmkin object, otherwise -either a list of mkinfit objects or a single mkinfit object.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>An object of class <code><a href="mmkin.html">mmkin</a></code>.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># Only use one core, to pass R CMD check --as-cran</span></span></span> -<span class="r-in"><span> <span class="va">fits</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="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>B <span class="op">=</span> <span class="va">FOCUS_2006_B</span>, C <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>,</span></span> -<span class="r-in"><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> -<span class="r-in"><span> <span class="va">fits</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span></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 B C </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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-in"><span> <span class="va">fits</span><span class="op">[</span>, <span class="st">"B"</span><span class="op">]</span></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 B </span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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-in"><span> <span class="va">fits</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="st">"B"</span><span class="op">]</span></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 B </span> -<span class="r-out co"><span class="r-pr">#></span> SFO 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-in"><span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> <span class="co"># This extracts an mkinfit object with lots of components</span></span></span> -<span class="r-in"><span> <span class="va">fits</span><span class="op">[[</span><span class="st">"FOMC"</span>, <span class="st">"B"</span><span class="op">]</span><span class="op">]</span></span></span> -<span class="r-in"><span> <span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $par</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_alpha log_beta sigma </span> -<span class="r-out co"><span class="r-pr">#></span> 99.666192 2.549850 5.050586 1.890202 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $objective</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 28.58291</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $convergence</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $iterations</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 21</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $evaluations</span> -<span class="r-out co"><span class="r-pr">#></span> function gradient </span> -<span class="r-out co"><span class="r-pr">#></span> 25 78 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $message</span> -<span class="r-out co"><span class="r-pr">#></span> [1] "both X-convergence and relative convergence (5)"</span> -<span class="r-out co"><span class="r-pr">#></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOCUS_2006_DFOP_ref_A_to_B.html b/docs/dev/reference/FOCUS_2006_DFOP_ref_A_to_B.html deleted file mode 100644 index a8eb25cf..00000000 --- a/docs/dev/reference/FOCUS_2006_DFOP_ref_A_to_B.html +++ /dev/null @@ -1,189 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Results of fitting the DFOP model to Datasets A to B of FOCUS (2006) — FOCUS_2006_DFOP_ref_A_to_B • 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="Results of fitting the DFOP model to Datasets A to B of FOCUS (2006) — FOCUS_2006_DFOP_ref_A_to_B"><meta property="og:description" content="A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Results of fitting the DFOP model to Datasets A to B of FOCUS (2006)</h1> - - <div class="hidden name"><code>FOCUS_2006_DFOP_ref_A_to_B.Rd</code></div> - </div> - - <div class="ref-description"> - <p>A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">FOCUS_2006_DFOP_ref_A_to_B</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A data frame containing the following variables.</p><dl><dt><code>package</code></dt> -<dd><p>a factor giving the name of the software package</p></dd> - - <dt><code>M0</code></dt> -<dd><p>The fitted initial concentration of the parent compound</p></dd> - - <dt><code>f</code></dt> -<dd><p>The fitted f parameter</p></dd> - - <dt><code>k1</code></dt> -<dd><p>The fitted k1 parameter</p></dd> - - <dt><code>k2</code></dt> -<dd><p>The fitted k2 parameter</p></dd> - - <dt><code>DT50</code></dt> -<dd><p>The resulting half-life of the parent compound</p></dd> - - <dt><code>DT90</code></dt> -<dd><p>The resulting DT90 of the parent compound</p></dd> - - <dt><code>dataset</code></dt> -<dd><p>The FOCUS dataset that was used</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</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, - EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, - <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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">FOCUS_2006_DFOP_ref_A_to_B</span><span class="op">)</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOCUS_2006_FOMC_ref_A_to_F.html b/docs/dev/reference/FOCUS_2006_FOMC_ref_A_to_F.html deleted file mode 100644 index 24297c78..00000000 --- a/docs/dev/reference/FOCUS_2006_FOMC_ref_A_to_F.html +++ /dev/null @@ -1,186 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Results of fitting the FOMC model to Datasets A to F of FOCUS (2006) — FOCUS_2006_FOMC_ref_A_to_F • 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="Results of fitting the FOMC model to Datasets A to F of FOCUS (2006) — FOCUS_2006_FOMC_ref_A_to_F"><meta property="og:description" content="A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Results of fitting the FOMC model to Datasets A to F of FOCUS (2006)</h1> - - <div class="hidden name"><code>FOCUS_2006_FOMC_ref_A_to_F.Rd</code></div> - </div> - - <div class="ref-description"> - <p>A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">FOCUS_2006_FOMC_ref_A_to_F</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A data frame containing the following variables.</p><dl><dt><code>package</code></dt> -<dd><p>a factor giving the name of the software package</p></dd> - - <dt><code>M0</code></dt> -<dd><p>The fitted initial concentration of the parent compound</p></dd> - - <dt><code>alpha</code></dt> -<dd><p>The fitted alpha parameter</p></dd> - - <dt><code>beta</code></dt> -<dd><p>The fitted beta parameter</p></dd> - - <dt><code>DT50</code></dt> -<dd><p>The resulting half-life of the parent compound</p></dd> - - <dt><code>DT90</code></dt> -<dd><p>The resulting DT90 of the parent compound</p></dd> - - <dt><code>dataset</code></dt> -<dd><p>The FOCUS dataset that was used</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</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, - EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, - <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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">FOCUS_2006_FOMC_ref_A_to_F</span><span class="op">)</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOCUS_2006_HS_ref_A_to_F.html b/docs/dev/reference/FOCUS_2006_HS_ref_A_to_F.html deleted file mode 100644 index caf258ba..00000000 --- a/docs/dev/reference/FOCUS_2006_HS_ref_A_to_F.html +++ /dev/null @@ -1,189 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Results of fitting the HS model to Datasets A to F of FOCUS (2006) — FOCUS_2006_HS_ref_A_to_F • 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="Results of fitting the HS model to Datasets A to F of FOCUS (2006) — FOCUS_2006_HS_ref_A_to_F"><meta property="og:description" content="A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Results of fitting the HS model to Datasets A to F of FOCUS (2006)</h1> - - <div class="hidden name"><code>FOCUS_2006_HS_ref_A_to_F.Rd</code></div> - </div> - - <div class="ref-description"> - <p>A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">FOCUS_2006_HS_ref_A_to_F</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A data frame containing the following variables.</p><dl><dt><code>package</code></dt> -<dd><p>a factor giving the name of the software package</p></dd> - - <dt><code>M0</code></dt> -<dd><p>The fitted initial concentration of the parent compound</p></dd> - - <dt><code>tb</code></dt> -<dd><p>The fitted tb parameter</p></dd> - - <dt><code>k1</code></dt> -<dd><p>The fitted k1 parameter</p></dd> - - <dt><code>k2</code></dt> -<dd><p>The fitted k2 parameter</p></dd> - - <dt><code>DT50</code></dt> -<dd><p>The resulting half-life of the parent compound</p></dd> - - <dt><code>DT90</code></dt> -<dd><p>The resulting DT90 of the parent compound</p></dd> - - <dt><code>dataset</code></dt> -<dd><p>The FOCUS dataset that was used</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</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, - EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, - <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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">FOCUS_2006_HS_ref_A_to_F</span><span class="op">)</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOCUS_2006_SFO_ref_A_to_F.html b/docs/dev/reference/FOCUS_2006_SFO_ref_A_to_F.html deleted file mode 100644 index bc3d1c08..00000000 --- a/docs/dev/reference/FOCUS_2006_SFO_ref_A_to_F.html +++ /dev/null @@ -1,183 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Results of fitting the SFO model to Datasets A to F of FOCUS (2006) — FOCUS_2006_SFO_ref_A_to_F • 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="Results of fitting the SFO model to Datasets A to F of FOCUS (2006) — FOCUS_2006_SFO_ref_A_to_F"><meta property="og:description" content="A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Results of fitting the SFO model to Datasets A to F of FOCUS (2006)</h1> - - <div class="hidden name"><code>FOCUS_2006_SFO_ref_A_to_F.Rd</code></div> - </div> - - <div class="ref-description"> - <p>A table with the fitted parameters and the resulting DT50 and DT90 values -generated with different software packages. Taken directly from FOCUS (2006). -The results from fitting the data with the Topfit software was removed, as -the initial concentration of the parent compound was fixed to a value of 100 -in this fit.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">FOCUS_2006_SFO_ref_A_to_F</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A data frame containing the following variables.</p><dl><dt><code>package</code></dt> -<dd><p>a factor giving the name of the software package</p></dd> - - <dt><code>M0</code></dt> -<dd><p>The fitted initial concentration of the parent compound</p></dd> - - <dt><code>k</code></dt> -<dd><p>The fitted first-order degradation rate constant</p></dd> - - <dt><code>DT50</code></dt> -<dd><p>The resulting half-life of the parent compound</p></dd> - - <dt><code>DT90</code></dt> -<dd><p>The resulting DT90 of the parent compound</p></dd> - - <dt><code>dataset</code></dt> -<dd><p>The FOCUS dataset that was used</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</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, - EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, - <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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">FOCUS_2006_SFO_ref_A_to_F</span><span class="op">)</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOCUS_2006_datasets.html b/docs/dev/reference/FOCUS_2006_datasets.html deleted file mode 100644 index 78f8e81b..00000000 --- a/docs/dev/reference/FOCUS_2006_datasets.html +++ /dev/null @@ -1,181 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Datasets A to F from the FOCUS Kinetics report from 2006 — FOCUS_2006_datasets • 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="Datasets A to F from the FOCUS Kinetics report from 2006 — FOCUS_2006_datasets"><meta property="og:description" content="Data taken from FOCUS (2006), p. 258."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Datasets A to F from the FOCUS Kinetics report from 2006</h1> - - <div class="hidden name"><code>FOCUS_2006_datasets.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Data taken from FOCUS (2006), p. 258.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">FOCUS_2006_A</span></span> -<span> <span class="va">FOCUS_2006_B</span></span> -<span> <span class="va">FOCUS_2006_C</span></span> -<span> <span class="va">FOCUS_2006_D</span></span> -<span> <span class="va">FOCUS_2006_E</span></span> -<span> <span class="va">FOCUS_2006_F</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>6 datasets with observations on the following variables.</p><dl><dt><code>name</code></dt> -<dd><p>a factor containing the name of the observed variable</p></dd> - - <dt><code>time</code></dt> -<dd><p>a numeric vector containing time points</p></dd> - - <dt><code>value</code></dt> -<dd><p>a numeric vector containing concentrations in percent of applied radioactivity</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</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, - EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, - <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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">FOCUS_2006_C</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> name time value</span> -<span class="r-out co"><span class="r-pr">#></span> 1 parent 0 85.1</span> -<span class="r-out co"><span class="r-pr">#></span> 2 parent 1 57.9</span> -<span class="r-out co"><span class="r-pr">#></span> 3 parent 3 29.9</span> -<span class="r-out co"><span class="r-pr">#></span> 4 parent 7 14.6</span> -<span class="r-out co"><span class="r-pr">#></span> 5 parent 14 9.7</span> -<span class="r-out co"><span class="r-pr">#></span> 6 parent 28 6.6</span> -<span class="r-out co"><span class="r-pr">#></span> 7 parent 63 4.0</span> -<span class="r-out co"><span class="r-pr">#></span> 8 parent 91 3.9</span> -<span class="r-out co"><span class="r-pr">#></span> 9 parent 119 0.6</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/FOMC.solution-1.png b/docs/dev/reference/FOMC.solution-1.png Binary files differdeleted file mode 100644 index 18a4b586..00000000 --- a/docs/dev/reference/FOMC.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/FOMC.solution.html b/docs/dev/reference/FOMC.solution.html deleted file mode 100644 index e1813261..00000000 --- a/docs/dev/reference/FOMC.solution.html +++ /dev/null @@ -1,213 +0,0 @@ -<!DOCTYPE html> -<!-- 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>First-Order Multi-Compartment kinetics — FOMC.solution • 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="First-Order Multi-Compartment kinetics — FOMC.solution"><meta property="og:description" content="Function describing exponential decline from a defined starting value, with -a decreasing rate constant."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>First-Order Multi-Compartment kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>FOMC.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing exponential decline from a defined starting value, with -a decreasing rate constant.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">FOMC.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">alpha</span>, <span class="va">beta</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>alpha</dt> -<dd><p>Shape parameter determined by coefficient of variation of rate -constant values.</p></dd> - - -<dt>beta</dt> -<dd><p>Location parameter.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>The form given here differs slightly from the original reference by -Gustafson and Holden (1990). The parameter <code>beta</code> corresponds to 1/beta -in the original equation.</p> - </div> - <div id="note"> - <h2>Note</h2> - <p>The solution of the FOMC kinetic model reduces to the -<code><a href="SFO.solution.html">SFO.solution</a></code> for large values of <code>alpha</code> and <code>beta</code> -with \(k = \frac{\beta}{\alpha}\).</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<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>FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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>Gustafson DI and Holden LR (1990) Nonlinear pesticide dissipation in soil: -A new model based on spatial variability. <em>Environmental Science and -Technology</em> <b>24</b>, 1032-1038</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">FOMC.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">10</span>, <span class="fl">2</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">2</span>, ylim <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">100</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="FOMC.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/HS.solution-1.png b/docs/dev/reference/HS.solution-1.png Binary files differdeleted file mode 100644 index 61d89dbc..00000000 --- a/docs/dev/reference/HS.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/HS.solution.html b/docs/dev/reference/HS.solution.html deleted file mode 100644 index d42eaef6..00000000 --- a/docs/dev/reference/HS.solution.html +++ /dev/null @@ -1,203 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Hockey-Stick kinetics — HS.solution • 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="Hockey-Stick kinetics — HS.solution"><meta property="og:description" content="Function describing two exponential decline functions with a break point -between them."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Hockey-Stick kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>HS.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing two exponential decline functions with a break point -between them.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">HS.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">k1</span>, <span class="va">k2</span>, <span class="va">tb</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>k1</dt> -<dd><p>First kinetic constant.</p></dd> - - -<dt>k2</dt> -<dd><p>Second kinetic constant.</p></dd> - - -<dt>tb</dt> -<dd><p>Break point. Before this time, exponential decline according to -<code>k1</code> is calculated, after this time, exponential decline proceeds -according to <code>k2</code>.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">HS.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">2</span>, <span class="fl">0.3</span>, <span class="fl">0.5</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">2</span>, ylim<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">100</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="HS.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/IORE.solution-1.png b/docs/dev/reference/IORE.solution-1.png Binary files differdeleted file mode 100644 index 54c9dcae..00000000 --- a/docs/dev/reference/IORE.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/IORE.solution.html b/docs/dev/reference/IORE.solution.html deleted file mode 100644 index b9d4734f..00000000 --- a/docs/dev/reference/IORE.solution.html +++ /dev/null @@ -1,218 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Indeterminate order rate equation kinetics — IORE.solution • 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="Indeterminate order rate equation kinetics — IORE.solution"><meta property="og:description" content="Function describing exponential decline from a defined starting value, with -a concentration dependent rate constant."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Indeterminate order rate equation kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>IORE.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing exponential decline from a defined starting value, with -a concentration dependent rate constant.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">IORE.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">k__iore</span>, <span class="va">N</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>k__iore</dt> -<dd><p>Rate constant. Note that this depends on the concentration -units used.</p></dd> - - -<dt>N</dt> -<dd><p>Exponent describing the nonlinearity of the rate equation</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</p> - </div> - <div id="note"> - <h2>Note</h2> - <p>The solution of the IORE kinetic model reduces to the -<code><a href="SFO.solution.html">SFO.solution</a></code> if N = 1. The parameters of the IORE model can -be transformed to equivalent parameters of the FOMC mode - see the NAFTA -guidance for details.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>NAFTA Technical Working Group on Pesticides (not dated) Guidance -for Evaluating and Calculating Degradation Kinetics in Environmental Media</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">IORE.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.2</span>, <span class="fl">1.3</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">2</span>, ylim <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">100</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="IORE.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="va">fit.fomc</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> -<span class="r-in"><span> <span class="va">fit.iore</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"IORE"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">fit.iore.deS</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"IORE"</span>, <span class="va">FOCUS_2006_C</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Error in is.loaded(initfunc, PACKAGE = dllname, type = "") : </span> -<span class="r-out co"><span class="r-pr">#></span> invalid 'PACKAGE' argument</span> -<span class="r-in"><span></span></span> -<span class="r-in"><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="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="va">fit.fomc</span><span class="op">$</span><span class="va">par</span>, <span class="va">fit.iore</span><span class="op">$</span><span class="va">par</span>, <span class="va">fit.iore.deS</span><span class="op">$</span><span class="va">par</span>,</span></span> -<span class="r-in"><span> row.names <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"model par"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">4</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> fit.fomc.par fit.iore.par fit.iore.deS.par</span> -<span class="r-out co"><span class="r-pr">#></span> model par 1 85.87489063 85.874890 85.874890</span> -<span class="r-out co"><span class="r-pr">#></span> model par 2 0.05192238 -4.826631 -4.826631</span> -<span class="r-out co"><span class="r-pr">#></span> model par 3 0.65096665 1.949403 1.949403</span> -<span class="r-out co"><span class="r-pr">#></span> model par 4 1.85744396 1.857444 1.857444</span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span>fomc <span class="op">=</span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.fomc</span><span class="op">)</span><span class="op">$</span><span class="va">distimes</span>, iore <span class="op">=</span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.iore</span><span class="op">)</span><span class="op">$</span><span class="va">distimes</span>,</span></span> -<span class="r-in"><span> iore.deS <span class="op">=</span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.iore</span><span class="op">)</span><span class="op">$</span><span class="va">distimes</span><span class="op">)</span><span class="op">)</span></span></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> fomc 1.785233 15.1479 4.559973</span> -<span class="r-out co"><span class="r-pr">#></span> iore 1.785233 15.1479 4.559973</span> -<span class="r-out co"><span class="r-pr">#></span> iore.deS 1.785233 15.1479 4.559973</span> -<span class="r-in"><span> <span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/NAFTA_SOP_2015-1.png b/docs/dev/reference/NAFTA_SOP_2015-1.png Binary files differdeleted file mode 100644 index 98d4246c..00000000 --- a/docs/dev/reference/NAFTA_SOP_2015-1.png +++ /dev/null diff --git a/docs/dev/reference/NAFTA_SOP_2015.html b/docs/dev/reference/NAFTA_SOP_2015.html deleted file mode 100644 index 299863d7..00000000 --- a/docs/dev/reference/NAFTA_SOP_2015.html +++ /dev/null @@ -1,215 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Example datasets from the NAFTA SOP published 2015 — NAFTA_SOP_2015 • 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="Example datasets from the NAFTA SOP published 2015 — NAFTA_SOP_2015"><meta property="og:description" content="Data taken from US EPA (2015), p. 19 and 23."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Example datasets from the NAFTA SOP published 2015</h1> - - <div class="hidden name"><code>NAFTA_SOP_2015.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Data taken from US EPA (2015), p. 19 and 23.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">NAFTA_SOP_Appendix_B</span></span> -<span> <span class="va">NAFTA_SOP_Appendix_D</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>2 datasets with observations on the following variables.</p><dl><dt><code>name</code></dt> -<dd><p>a factor containing the name of the observed variable</p></dd> - - <dt><code>time</code></dt> -<dd><p>a numeric vector containing time points</p></dd> - - <dt><code>value</code></dt> -<dd><p>a numeric vector containing concentrations</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</h2> - <p>NAFTA (2011) Guidance for evaluating and calculating degradation kinetics - in environmental media. NAFTA Technical Working Group on Pesticides - <a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation</a> - accessed 2019-02-22</p> -<p>US EPA (2015) Standard Operating Procedure for Using the NAFTA Guidance to - Calculate Representative Half-life Values and Characterizing Pesticide - Degradation - <a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance</a></p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span> <span class="va">nafta_evaluation</span> <span class="op"><-</span> <span class="fu"><a href="nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Appendix_D</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span> -<span class="r-msg co"><span class="r-pr">#></span> The representative half-life of the IORE model is longer than the one corresponding</span> -<span class="r-msg co"><span class="r-pr">#></span> to the terminal degradation rate found with the DFOP model.</span> -<span class="r-msg co"><span class="r-pr">#></span> The representative half-life obtained from the DFOP model may be used</span> -<span class="r-in"><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">nafta_evaluation</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Sums of squares:</span> -<span class="r-out co"><span class="r-pr">#></span> SFO IORE DFOP </span> -<span class="r-out co"><span class="r-pr">#></span> 1378.6832 615.7730 517.8836 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Critical sum of squares for checking the SFO model:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 717.4598</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 83.7558 1.80e-14 77.18268 90.3288</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0017 7.43e-05 0.00112 0.0026</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 8.7518 1.22e-05 5.64278 11.8608</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $IORE</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 9.69e+01 NA 8.88e+01 1.05e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k__iore_parent 8.40e-14 NA 1.79e-18 3.94e-09</span> -<span class="r-out co"><span class="r-pr">#></span> N_parent 6.68e+00 NA 4.19e+00 9.17e+00</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.85e+00 NA 3.76e+00 7.94e+00</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 9.76e+01 1.94e-13 9.02e+01 1.05e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k1 4.24e-02 5.92e-03 2.03e-02 8.88e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k2 8.24e-04 6.48e-03 3.89e-04 1.75e-03</span> -<span class="r-out co"><span class="r-pr">#></span> g 2.88e-01 2.47e-05 1.95e-01 4.03e-01</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.36e+00 2.22e-05 3.43e+00 7.30e+00</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> DTx values:</span> -<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50_rep</span> -<span class="r-out co"><span class="r-pr">#></span> SFO 407 1350 407</span> -<span class="r-out co"><span class="r-pr">#></span> IORE 541 5190000 1560000</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 429 2380 841</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Representative half-life:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 841.41</span> -<span class="r-in"><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">nafta_evaluation</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="NAFTA_SOP_2015-1.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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/NAFTA_SOP_Attachment-1.png b/docs/dev/reference/NAFTA_SOP_Attachment-1.png Binary files differdeleted file mode 100644 index a6066441..00000000 --- a/docs/dev/reference/NAFTA_SOP_Attachment-1.png +++ /dev/null diff --git a/docs/dev/reference/NAFTA_SOP_Attachment.html b/docs/dev/reference/NAFTA_SOP_Attachment.html deleted file mode 100644 index 6bc86b46..00000000 --- a/docs/dev/reference/NAFTA_SOP_Attachment.html +++ /dev/null @@ -1,204 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Example datasets from Attachment 1 to the NAFTA SOP published 2015 — NAFTA_SOP_Attachment • 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="Example datasets from Attachment 1 to the NAFTA SOP published 2015 — NAFTA_SOP_Attachment"><meta property="og:description" content="Data taken from from Attachment 1 of the SOP."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Example datasets from Attachment 1 to the NAFTA SOP published 2015</h1> - - <div class="hidden name"><code>NAFTA_SOP_Attachment.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Data taken from from Attachment 1 of the SOP.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">NAFTA_SOP_Attachment</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A list (NAFTA_SOP_Attachment) containing 16 datasets suitable - for the evaluation with <code><a href="nafta.html">nafta</a></code></p> - </div> - <div id="source"> - <h2>Source</h2> - <p>NAFTA (2011) Guidance for evaluating and calculating degradation kinetics - in environmental media. NAFTA Technical Working Group on Pesticides - <a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation</a> - accessed 2019-02-22</p> -<p>US EPA (2015) Standard Operating Procedure for Using the NAFTA Guidance to - Calculate Representative Half-life Values and Characterizing Pesticide - Degradation - <a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance</a></p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span> <span class="va">nafta_att_p5a</span> <span class="op"><-</span> <span class="fu"><a href="nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p5a"</span><span class="op">]</span><span class="op">]</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span> -<span class="r-msg co"><span class="r-pr">#></span> The half-life obtained from the IORE model may be used</span> -<span class="r-in"><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">nafta_att_p5a</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Sums of squares:</span> -<span class="r-out co"><span class="r-pr">#></span> SFO IORE DFOP </span> -<span class="r-out co"><span class="r-pr">#></span> 465.21753 56.27506 32.06401 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Critical sum of squares for checking the SFO model:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 64.4304</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 95.8401 4.67e-21 92.245 99.4357</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0102 3.92e-12 0.009 0.0117</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 4.8230 3.81e-06 3.214 6.4318</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $IORE</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.01e+02 NA 9.91e+01 1.02e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k__iore_parent 1.54e-05 NA 4.08e-06 5.84e-05</span> -<span class="r-out co"><span class="r-pr">#></span> N_parent 2.57e+00 NA 2.25e+00 2.89e+00</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.68e+00 NA 1.12e+00 2.24e+00</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 9.99e+01 1.41e-26 98.8116 101.0810</span> -<span class="r-out co"><span class="r-pr">#></span> k1 2.67e-02 5.05e-06 0.0243 0.0295</span> -<span class="r-out co"><span class="r-pr">#></span> k2 2.26e-12 5.00e-01 0.0000 Inf</span> -<span class="r-out co"><span class="r-pr">#></span> g 6.47e-01 3.67e-06 0.6248 0.6677</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.27e+00 8.91e-06 0.8395 1.6929</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> DTx values:</span> -<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50_rep</span> -<span class="r-out co"><span class="r-pr">#></span> SFO 67.7 2.25e+02 6.77e+01</span> -<span class="r-out co"><span class="r-pr">#></span> IORE 58.2 1.07e+03 3.22e+02</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 55.5 5.59e+11 3.07e+11</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Representative half-life:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 321.51</span> -<span class="r-in"><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">nafta_att_p5a</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="NAFTA_SOP_Attachment-1.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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/Rplot001.png b/docs/dev/reference/Rplot001.png Binary files differdeleted file mode 100644 index 70d084a3..00000000 --- a/docs/dev/reference/Rplot001.png +++ /dev/null diff --git a/docs/dev/reference/Rplot002.png b/docs/dev/reference/Rplot002.png Binary files differdeleted file mode 100644 index 0f7d4405..00000000 --- a/docs/dev/reference/Rplot002.png +++ /dev/null diff --git a/docs/dev/reference/Rplot003.png b/docs/dev/reference/Rplot003.png Binary files differdeleted file mode 100644 index 30cf38f3..00000000 --- a/docs/dev/reference/Rplot003.png +++ /dev/null diff --git a/docs/dev/reference/Rplot004.png b/docs/dev/reference/Rplot004.png Binary files differdeleted file mode 100644 index 377229db..00000000 --- a/docs/dev/reference/Rplot004.png +++ /dev/null diff --git a/docs/dev/reference/Rplot005.png b/docs/dev/reference/Rplot005.png Binary files differdeleted file mode 100644 index c1324477..00000000 --- a/docs/dev/reference/Rplot005.png +++ /dev/null diff --git a/docs/dev/reference/Rplot006.png b/docs/dev/reference/Rplot006.png Binary files differdeleted file mode 100644 index f646fa66..00000000 --- a/docs/dev/reference/Rplot006.png +++ /dev/null diff --git a/docs/dev/reference/Rplot007.png b/docs/dev/reference/Rplot007.png Binary files differdeleted file mode 100644 index d3b6ddd4..00000000 --- a/docs/dev/reference/Rplot007.png +++ /dev/null diff --git a/docs/dev/reference/SFO.solution-1.png b/docs/dev/reference/SFO.solution-1.png Binary files differdeleted file mode 100644 index 34fdd460..00000000 --- a/docs/dev/reference/SFO.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/SFO.solution.html b/docs/dev/reference/SFO.solution.html deleted file mode 100644 index 08e031e7..00000000 --- a/docs/dev/reference/SFO.solution.html +++ /dev/null @@ -1,191 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Single First-Order kinetics — SFO.solution • 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="Single First-Order kinetics — SFO.solution"><meta property="og:description" content="Function describing exponential decline from a defined starting value."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Single First-Order kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>SFO.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing exponential decline from a defined starting value.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">SFO.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">k</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>k</dt> -<dd><p>Kinetic rate constant.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">SFO.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">3</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="SFO.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/SFORB.solution-1.png b/docs/dev/reference/SFORB.solution-1.png Binary files differdeleted file mode 100644 index 08d25616..00000000 --- a/docs/dev/reference/SFORB.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/SFORB.solution.html b/docs/dev/reference/SFORB.solution.html deleted file mode 100644 index 7e584ace..00000000 --- a/docs/dev/reference/SFORB.solution.html +++ /dev/null @@ -1,209 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Single First-Order Reversible Binding kinetics — SFORB.solution • 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="Single First-Order Reversible Binding kinetics — SFORB.solution"><meta property="og:description" content="Function describing the solution of the differential equations describing -the kinetic model with first-order terms for a two-way transfer from a free -to a bound fraction, and a first-order degradation term for the free -fraction. The initial condition is a defined amount in the free fraction -and no substance in the bound fraction."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Single First-Order Reversible Binding kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>SFORB.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing the solution of the differential equations describing -the kinetic model with first-order terms for a two-way transfer from a free -to a bound fraction, and a first-order degradation term for the free -fraction. The initial condition is a defined amount in the free fraction -and no substance in the bound fraction.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">SFORB.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">k_12</span>, <span class="va">k_21</span>, <span class="va">k_1output</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>k_12</dt> -<dd><p>Kinetic constant describing transfer from free to bound.</p></dd> - - -<dt>k_21</dt> -<dd><p>Kinetic constant describing transfer from bound to free.</p></dd> - - -<dt>k_1output</dt> -<dd><p>Kinetic constant describing degradation of the free -fraction.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable, which is the sum of free and -bound fractions at time <code>t</code>.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="logistic.solution.html">logistic.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">SFORB.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.5</span>, <span class="fl">2</span>, <span class="fl">3</span><span class="op">)</span>, <span class="fl">0</span>, <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="SFORB.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/add_err-1.png b/docs/dev/reference/add_err-1.png Binary files differdeleted file mode 100644 index 68cfb344..00000000 --- a/docs/dev/reference/add_err-1.png +++ /dev/null diff --git a/docs/dev/reference/add_err-2.png b/docs/dev/reference/add_err-2.png Binary files differdeleted file mode 100644 index d2f0cf08..00000000 --- a/docs/dev/reference/add_err-2.png +++ /dev/null diff --git a/docs/dev/reference/add_err-3.png b/docs/dev/reference/add_err-3.png Binary files differdeleted file mode 100644 index 17b5416a..00000000 --- a/docs/dev/reference/add_err-3.png +++ /dev/null diff --git a/docs/dev/reference/add_err.html b/docs/dev/reference/add_err.html deleted file mode 100644 index 57db40d1..00000000 --- a/docs/dev/reference/add_err.html +++ /dev/null @@ -1,262 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Add normally distributed errors to simulated kinetic degradation data — add_err • 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="Add normally distributed errors to simulated kinetic degradation data — add_err"><meta property="og:description" content="Normally distributed errors are added to data predicted for a specific -degradation model using mkinpredict. The variance of the error -may depend on the predicted value and is specified as a standard deviation."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Add normally distributed errors to simulated kinetic degradation data</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/add_err.R" class="external-link"><code>R/add_err.R</code></a></small> - <div class="hidden name"><code>add_err.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Normally distributed errors are added to data predicted for a specific -degradation model using <code><a href="mkinpredict.html">mkinpredict</a></code>. The variance of the error -may depend on the predicted value and is specified as a standard deviation.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">add_err</span><span class="op">(</span></span> -<span> <span class="va">prediction</span>,</span> -<span> <span class="va">sdfunc</span>,</span> -<span> secondary <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span>,</span> -<span> n <span class="op">=</span> <span class="fl">10</span>,</span> -<span> LOD <span class="op">=</span> <span class="fl">0.1</span>,</span> -<span> reps <span class="op">=</span> <span class="fl">2</span>,</span> -<span> digits <span class="op">=</span> <span class="fl">1</span>,</span> -<span> seed <span class="op">=</span> <span class="cn">NA</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>prediction</dt> -<dd><p>A prediction from a kinetic model as produced by -<code><a href="mkinpredict.html">mkinpredict</a></code>.</p></dd> - - -<dt>sdfunc</dt> -<dd><p>A function taking the predicted value as its only argument and -returning a standard deviation that should be used for generating the -random error terms for this value.</p></dd> - - -<dt>secondary</dt> -<dd><p>The names of state variables that should have an initial -value of zero</p></dd> - - -<dt>n</dt> -<dd><p>The number of datasets to be generated.</p></dd> - - -<dt>LOD</dt> -<dd><p>The limit of detection (LOD). Values that are below the LOD after -adding the random error will be set to NA.</p></dd> - - -<dt>reps</dt> -<dd><p>The number of replicates to be generated within the datasets.</p></dd> - - -<dt>digits</dt> -<dd><p>The number of digits to which the values will be rounded.</p></dd> - - -<dt>seed</dt> -<dd><p>The seed used for the generation of random numbers. If NA, the -seed is not set.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A list of datasets compatible with <code><a href="mmkin.html">mmkin</a></code>, i.e. the -components of the list are datasets compatible with <code><a href="mkinfit.html">mkinfit</a></code>.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Ranke J and Lehmann R (2015) To t-test or not to t-test, that is -the question. XV Symposium on Pesticide Chemistry 2-4 September 2015, -Piacenza, Italy -https://jrwb.de/posters/piacenza_2015.pdf</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The kinetic model</span></span></span> -<span class="r-in"><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">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>, use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="co"># Generate a prediction for a specific set of parameters</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># This is the prediction used for the "Type 2 datasets" on the Piacenza poster</span></span></span> -<span class="r-in"><span><span class="co"># from 2015</span></span></span> -<span class="r-in"><span><span class="va">d_SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_SFO_SFO</span>,</span></span> -<span class="r-in"><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">0.1</span>, f_parent_to_M1 <span class="op">=</span> <span class="fl">0.5</span>,</span></span> -<span class="r-in"><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">1000</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Add an error term with a constant (independent of the value) standard deviation</span></span></span> -<span class="r-in"><span><span class="co"># of 10, and generate three datasets</span></span></span> -<span class="r-in"><span><span class="va">d_SFO_SFO_err</span> <span class="op"><-</span> <span class="fu">add_err</span><span class="op">(</span><span class="va">d_SFO_SFO</span>, <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fl">10</span>, n <span class="op">=</span> <span class="fl">3</span>, seed <span class="op">=</span> <span class="fl">123456789</span> <span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Name the datasets for nicer plotting</span></span></span> -<span class="r-in"><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">d_SFO_SFO_err</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">1</span><span class="op">:</span><span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Name the model in the list of models (with only one member in this case) for</span></span></span> -<span class="r-in"><span><span class="co"># nicer plotting later on. Be quiet and use only one core not to offend CRAN</span></span></span> -<span class="r-in"><span><span class="co"># checks</span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">f_SFO_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="st">"SFO-SFO"</span> <span class="op">=</span> <span class="va">m_SFO_SFO</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="va">d_SFO_SFO_err</span>, cores <span class="op">=</span> <span class="fl">1</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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">f_SFO_SFO</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="add_err-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># We would like to inspect the fit for dataset 3 more closely</span></span></span> -<span class="r-in"><span><span class="co"># Using double brackets makes the returned object an mkinfit object</span></span></span> -<span class="r-in"><span><span class="co"># instead of a list of mkinfit objects, so plot.mkinfit is used</span></span></span> -<span class="r-in"><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">f_SFO_SFO</span><span class="op">[[</span><span class="fl">3</span><span class="op">]</span><span class="op">]</span>, show_residuals <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="add_err-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># If we use single brackets, we should give two indices (model and dataset),</span></span></span> -<span class="r-in"><span><span class="co"># and plot.mmkin is used</span></span></span> -<span class="r-in"><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">f_SFO_SFO</span><span class="op">[</span><span class="fl">1</span>, <span class="fl">3</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="add_err-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/anova.saem.mmkin.html b/docs/dev/reference/anova.saem.mmkin.html deleted file mode 100644 index 39a30dff..00000000 --- a/docs/dev/reference/anova.saem.mmkin.html +++ /dev/null @@ -1,185 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Anova method for saem.mmkin objects — anova.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="Anova method for saem.mmkin objects — anova.saem.mmkin"><meta property="og:description" content="Generate an anova object. The method to calculate the BIC is that from the -saemix package. As in other prominent anova methods, models are sorted by -number of parameters, and the tests (if requested) are always relative to -the model on the previous line."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Anova method for saem.mmkin objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/anova.saem.mmkin.R" class="external-link"><code>R/anova.saem.mmkin.R</code></a></small> - <div class="hidden name"><code>anova.saem.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Generate an anova object. The method to calculate the BIC is that from the -saemix package. As in other prominent anova methods, models are sorted by -number of parameters, and the tests (if requested) are always relative to -the model on the previous line.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> <span class="va">...</span>,</span> -<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">"is"</span>, <span class="st">"lin"</span>, <span class="st">"gq"</span><span class="op">)</span>,</span> -<span> test <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> model.names <span class="op">=</span> <span class="cn">NULL</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An <a href="saem.html">saem.mmkin</a> object</p></dd> - - -<dt>...</dt> -<dd><p>further such objects</p></dd> - - -<dt>method</dt> -<dd><p>Method for likelihood calculation: "is" (importance sampling), -"lin" (linear approximation), or "gq" (Gaussian quadrature). Passed -to <a href="https://rdrr.io/pkg/saemix/man/logLik.html" class="external-link">saemix::logLik.SaemixObject</a></p></dd> - - -<dt>test</dt> -<dd><p>Should a likelihood ratio test be performed? If TRUE, -the alternative models are tested against the first model. Should -only be done for nested models.</p></dd> - - -<dt>model.names</dt> -<dd><p>Optional character vector of model names</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>an "anova" data frame; the traditional (S3) result of anova()</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/aw.html b/docs/dev/reference/aw.html deleted file mode 100644 index fc5ff777..00000000 --- a/docs/dev/reference/aw.html +++ /dev/null @@ -1,197 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Calculate Akaike weights for model averaging — aw • 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="Calculate Akaike weights for model averaging — aw"><meta property="og:description" content="Akaike weights are calculated based on the relative -expected Kullback-Leibler information as specified -by Burnham and Anderson (2004)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Calculate Akaike weights for model averaging</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/aw.R" class="external-link"><code>R/aw.R</code></a></small> - <div class="hidden name"><code>aw.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Akaike weights are calculated based on the relative -expected Kullback-Leibler information as specified -by Burnham and Anderson (2004).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">aw</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu">aw</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">aw</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mixed.mmkin</span></span> -<span><span class="fu">aw</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for multistart</span></span> -<span><span class="fu">aw</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An <a href="mmkin.html">mmkin</a> column object, containing two or more -<a href="mkinfit.html">mkinfit</a> models that have been fitted to the same data, -or an mkinfit object. In the latter case, further mkinfit -objects fitted to the same data should be specified -as dots arguments.</p></dd> - - -<dt>...</dt> -<dd><p>Not used in the method for <a href="mmkin.html">mmkin</a> column objects, -further <a href="mkinfit.html">mkinfit</a> objects in the method for mkinfit objects.</p></dd> - -</dl></div> - <div id="references"> - <h2>References</h2> - <p>Burnham KP and Anderson DR (2004) Multimodel -Inference: Understanding AIC and BIC in Model Selection. -<em>Sociological Methods & Research</em> <strong>33</strong>(2) 261-304</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">f_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_dfop</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_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">aw_sfo_dfop</span> <span class="op"><-</span> <span class="fu">aw</span><span class="op">(</span><span class="va">f_sfo</span>, <span class="va">f_dfop</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">aw_sfo_dfop</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 1</span> -<span class="r-in"><span><span class="va">aw_sfo_dfop</span> <span class="co"># SFO gets more weight as it has less parameters and a similar fit</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.5970258 0.4029742</span> -<span class="r-in"><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" 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="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"FOCUS D"</span> <span class="op">=</span> <span class="va">FOCUS_2006_D</span><span class="op">)</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> -<span class="r-in"><span><span class="fu">aw</span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.4808722 0.1945539 0.3245740</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu">aw</span><span class="op">(</span><span class="va">f</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 1</span> -<span class="r-in"><span><span class="fu">aw</span><span class="op">(</span><span class="va">f</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="op">]</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.5970258 0.4029742</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/confint.mkinfit.html b/docs/dev/reference/confint.mkinfit.html deleted file mode 100644 index a3571fa5..00000000 --- a/docs/dev/reference/confint.mkinfit.html +++ /dev/null @@ -1,423 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Confidence intervals for parameters of mkinfit objects — confint.mkinfit • 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="Confidence intervals for parameters of mkinfit objects — confint.mkinfit"><meta property="og:description" content="The default method 'quadratic' is based on the quadratic approximation of -the curvature of the likelihood function at the maximum likelihood parameter -estimates. -The alternative method 'profile' is based on the profile likelihood for each -parameter. The 'profile' method uses two nested optimisations and can take a -very long time, even if parallelized by specifying 'cores' on unixoid -platforms. The speed of the method could likely be improved by using the -method of Venzon and Moolgavkar (1988)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Confidence intervals for parameters of mkinfit objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/confint.mkinfit.R" class="external-link"><code>R/confint.mkinfit.R</code></a></small> - <div class="hidden name"><code>confint.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The default method 'quadratic' is based on the quadratic approximation of -the curvature of the likelihood function at the maximum likelihood parameter -estimates. -The alternative method 'profile' is based on the profile likelihood for each -parameter. The 'profile' method uses two nested optimisations and can take a -very long time, even if parallelized by specifying 'cores' on unixoid -platforms. The speed of the method could likely be improved by using the -method of Venzon and Moolgavkar (1988).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> <span class="va">parm</span>,</span> -<span> level <span class="op">=</span> <span class="fl">0.95</span>,</span> -<span> alpha <span class="op">=</span> <span class="fl">1</span> <span class="op">-</span> <span class="va">level</span>,</span> -<span> <span class="va">cutoff</span>,</span> -<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">"quadratic"</span>, <span class="st">"profile"</span><span class="op">)</span>,</span> -<span> transformed <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> backtransform <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> cores <span class="op">=</span> <span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">detectCores</a></span><span class="op">(</span><span class="op">)</span>,</span> -<span> rel_tol <span class="op">=</span> <span class="fl">0.01</span>,</span> -<span> quiet <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An <code><a href="mkinfit.html">mkinfit</a></code> object</p></dd> - - -<dt>parm</dt> -<dd><p>A vector of names of the parameters which are to be given -confidence intervals. If missing, all parameters are considered.</p></dd> - - -<dt>level</dt> -<dd><p>The confidence level required</p></dd> - - -<dt>alpha</dt> -<dd><p>The allowed error probability, overrides 'level' if specified.</p></dd> - - -<dt>cutoff</dt> -<dd><p>Possibility to specify an alternative cutoff for the difference -in the log-likelihoods at the confidence boundary. Specifying an explicit -cutoff value overrides arguments 'level' and 'alpha'</p></dd> - - -<dt>method</dt> -<dd><p>The 'quadratic' method approximates the likelihood function at -the optimised parameters using the second term of the Taylor expansion, -using a second derivative (hessian) contained in the object. -The 'profile' method searches the parameter space for the -cutoff of the confidence intervals by means of a likelihood ratio test.</p></dd> - - -<dt>transformed</dt> -<dd><p>If the quadratic approximation is used, should it be -applied to the likelihood based on the transformed parameters?</p></dd> - - -<dt>backtransform</dt> -<dd><p>If we approximate the likelihood in terms of the -transformed parameters, should we backtransform the parameters with -their confidence intervals?</p></dd> - - -<dt>cores</dt> -<dd><p>The number of cores to be used for multicore processing. -On Windows machines, cores > 1 is currently not supported.</p></dd> - - -<dt>rel_tol</dt> -<dd><p>If the method is 'profile', what should be the accuracy -of the lower and upper bounds, relative to the estimate obtained from -the quadratic method?</p></dd> - - -<dt>quiet</dt> -<dd><p>Should we suppress the message "Profiling the likelihood"</p></dd> - - -<dt>...</dt> -<dd><p>Not used</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A matrix with columns giving lower and upper confidence limits for -each parameter.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Bates DM and Watts GW (1988) Nonlinear regression analysis & its applications</p> -<p>Pawitan Y (2013) In all likelihood - Statistical modelling and -inference using likelihood. Clarendon Press, Oxford.</p> -<p>Venzon DJ and Moolgavkar SH (1988) A Method for Computing -Profile-Likelihood Based Confidence Intervals, Applied Statistics, 37, -87–94.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">f</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f</span>, method <span class="op">=</span> <span class="st">"quadratic"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 71.8242430 93.1600766</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.2109541 0.4440528</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.9778868 7.3681380</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f</span>, method <span class="op">=</span> <span class="st">"profile"</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Profiling the likelihood</span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 73.0641834 92.1392181</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.2170293 0.4235348</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.1307772 8.0628314</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Set the number of cores for the profiling method for further examples</span></span></span> -<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Sys.getenv.html" class="external-link">Sys.getenv</a></span><span class="op">(</span><span class="st">"NOT_CRAN"</span><span class="op">)</span>, <span class="st">"true"</span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span> -<span class="r-in"><span> <span class="va">n_cores</span> <span class="op"><-</span> <span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">detectCores</a></span><span class="op">(</span><span class="op">)</span> <span class="op">-</span> <span class="fl">1</span></span></span> -<span class="r-in"><span><span class="op">}</span> <span class="kw">else</span> <span class="op">{</span></span></span> -<span class="r-in"><span> <span class="va">n_cores</span> <span class="op"><-</span> <span class="fl">1</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Sys.getenv.html" class="external-link">Sys.getenv</a></span><span class="op">(</span><span class="st">"TRAVIS"</span><span class="op">)</span> <span class="op">!=</span> <span class="st">""</span><span class="op">)</span> <span class="va">n_cores</span> <span class="op">=</span> <span class="fl">1</span></span></span> -<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Sys.info.html" class="external-link">Sys.info</a></span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="st">"sysname"</span><span class="op">]</span> <span class="op">==</span> <span class="st">"Windows"</span><span class="op">)</span> <span class="va">n_cores</span> <span class="op">=</span> <span class="fl">1</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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">"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>,</span></span> -<span class="r-in"><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> -<span class="r-in"><span><span class="va">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">"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>,</span></span> -<span class="r-in"><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> -<span class="r-in"><span><span class="va">f_d_1</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="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><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 class="va">ci_profile</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_1</span>, method <span class="op">=</span> <span class="st">"profile"</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="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> user system elapsed </span> -<span class="r-out co"><span class="r-pr">#></span> 1.183 0.000 1.182 </span> -<span class="r-in"><span><span class="co"># Using more cores does not save much time here, as parent_0 takes up most of the time</span></span></span> -<span class="r-in"><span><span class="co"># If we additionally exclude parent_0 (the confidence of which is often of</span></span></span> -<span class="r-in"><span><span class="co"># minor interest), we get a nice performance improvement if we use at least 4 cores</span></span></span> -<span class="r-in"><span><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 class="va">ci_profile_no_parent_0</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_1</span>, method <span class="op">=</span> <span class="st">"profile"</span>,</span></span> -<span class="r-in"><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">"k_parent_sink"</span>, <span class="st">"k_parent_m1"</span>, <span class="st">"k_m1_sink"</span>, <span class="st">"sigma"</span><span class="op">)</span>, cores <span class="op">=</span> <span class="va">n_cores</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Profiling the likelihood</span> -<span class="r-out co"><span class="r-pr">#></span> user system elapsed </span> -<span class="r-out co"><span class="r-pr">#></span> 0.418 0.116 0.294 </span> -<span class="r-in"><span><span class="va">ci_profile</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.456003640 1.027703e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.040762501 5.549764e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.046786482 5.500879e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.003892605 6.702778e-03</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.535612399 3.985263e+00</span> -<span class="r-in"><span><span class="va">ci_quadratic_transformed</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_1</span>, method <span class="op">=</span> <span class="st">"quadratic"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ci_quadratic_transformed</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.403841640 1.027931e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.041033378 5.596269e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.046777902 5.511931e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.004012217 6.897547e-03</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.396089689 3.854918e+00</span> -<span class="r-in"><span><span class="va">ci_quadratic_untransformed</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_1</span>, method <span class="op">=</span> <span class="st">"quadratic"</span>, transformed <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ci_quadratic_untransformed</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.403841645 102.79312449</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.040485331 0.05535491</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.046611582 0.05494364</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.003835483 0.00668582</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.396089689 3.85491806</span> -<span class="r-in"><span><span class="co"># Against the expectation based on Bates and Watts (1988), the confidence</span></span></span> -<span class="r-in"><span><span class="co"># intervals based on the internal parameter transformation are less</span></span></span> -<span class="r-in"><span><span class="co"># congruent with the likelihood based intervals. Note the superiority of the</span></span></span> -<span class="r-in"><span><span class="co"># interval based on the untransformed fit for k_m1_sink</span></span></span> -<span class="r-in"><span><span class="va">rel_diffs_transformed</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">abs</a></span><span class="op">(</span><span class="op">(</span><span class="va">ci_quadratic_transformed</span> <span class="op">-</span> <span class="va">ci_profile</span><span class="op">)</span><span class="op">/</span><span class="va">ci_profile</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">rel_diffs_untransformed</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">abs</a></span><span class="op">(</span><span class="op">(</span><span class="va">ci_quadratic_untransformed</span> <span class="op">-</span> <span class="va">ci_profile</span><span class="op">)</span><span class="op">/</span><span class="va">ci_profile</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">rel_diffs_transformed</span> <span class="op"><</span> <span class="va">rel_diffs_untransformed</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 FALSE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink TRUE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 TRUE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink FALSE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> sigma FALSE FALSE</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">signif</a></span><span class="op">(</span><span class="va">rel_diffs_transformed</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 0.000541 0.000222</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.006650 0.008380</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.000183 0.002010</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.030700 0.029100</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 0.055000 0.032700</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">signif</a></span><span class="op">(</span><span class="va">rel_diffs_untransformed</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 0.000541 0.000222</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.006800 0.002570</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.003740 0.001180</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.014700 0.002530</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 0.055000 0.032700</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Investigate a case with formation fractions</span></span></span> -<span class="r-in"><span><span class="va">f_d_2</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO.ff</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ci_profile_ff</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_2</span>, method <span class="op">=</span> <span class="st">"profile"</span>, cores <span class="op">=</span> <span class="va">n_cores</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Profiling the likelihood</span> -<span class="r-in"><span><span class="va">ci_profile_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.456003640 1.027703e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.090911032 1.071578e-01</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.003892606 6.702775e-03</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.471328495 5.611550e-01</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.535612399 3.985263e+00</span> -<span class="r-in"><span><span class="va">ci_quadratic_transformed_ff</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_2</span>, method <span class="op">=</span> <span class="st">"quadratic"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ci_quadratic_transformed_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.403833578 102.79311649</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.090823771 0.10725430</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.004012219 0.00689755</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.469118824 0.55959615</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.396089689 3.85491806</span> -<span class="r-in"><span><span class="va">ci_quadratic_untransformed_ff</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_d_2</span>, method <span class="op">=</span> <span class="st">"quadratic"</span>, transformed <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ci_quadratic_untransformed_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.403833583 1.027931e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.090491913 1.069035e-01</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.003835485 6.685823e-03</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.469113477 5.598387e-01</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.396089689 3.854918e+00</span> -<span class="r-in"><span><span class="va">rel_diffs_transformed_ff</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">abs</a></span><span class="op">(</span><span class="op">(</span><span class="va">ci_quadratic_transformed_ff</span> <span class="op">-</span> <span class="va">ci_profile_ff</span><span class="op">)</span><span class="op">/</span><span class="va">ci_profile_ff</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">rel_diffs_untransformed_ff</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">abs</a></span><span class="op">(</span><span class="op">(</span><span class="va">ci_quadratic_untransformed_ff</span> <span class="op">-</span> <span class="va">ci_profile_ff</span><span class="op">)</span><span class="op">/</span><span class="va">ci_profile_ff</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># While the confidence interval for the parent rate constant is closer to</span></span></span> -<span class="r-in"><span><span class="co"># the profile based interval when using the internal parameter</span></span></span> -<span class="r-in"><span><span class="co"># transformation, the interval for the metabolite rate constant is 'better</span></span></span> -<span class="r-in"><span><span class="co"># without internal parameter transformation.</span></span></span> -<span class="r-in"><span><span class="va">rel_diffs_transformed_ff</span> <span class="op"><</span> <span class="va">rel_diffs_untransformed_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 FALSE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent TRUE TRUE</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 FALSE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 TRUE FALSE</span> -<span class="r-out co"><span class="r-pr">#></span> sigma TRUE FALSE</span> -<span class="r-in"><span><span class="va">rel_diffs_transformed_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 0.0005408690 0.0002217233</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0009598532 0.0009001864</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.0307283041 0.0290588361</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.0046881769 0.0027780063</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 0.0550252516 0.0327066836</span> -<span class="r-in"><span><span class="va">rel_diffs_untransformed_ff</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 0.0005408689 0.0002217232</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0046102156 0.0023732281</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.0146740690 0.0025291820</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.0046995211 0.0023457712</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 0.0550252516 0.0327066836</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The profiling for the following fit does not finish in a reasonable time,</span></span></span> -<span class="r-in"><span><span class="co"># therefore we use the quadratic approximation</span></span></span> -<span class="r-in"><span><span class="va">m_synth_DFOP_par</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="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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> M2 <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> -<span class="r-in"><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> -<span class="r-in"><span><span class="va">DFOP_par_c</span> <span class="op"><-</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></span></span> -<span class="r-in"><span><span class="va">f_tc_2</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">DFOP_par_c</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>,</span></span> -<span class="r-in"><span> error_model_algorithm <span class="op">=</span> <span class="st">"direct"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_tc_2</span>, method <span class="op">=</span> <span class="st">"quadratic"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 94.596039609 106.19954892</span> -<span class="r-out co"><span class="r-pr">#></span> k_M1 0.037605368 0.04490762</span> -<span class="r-out co"><span class="r-pr">#></span> k_M2 0.008568731 0.01087676</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.021462489 0.62023882</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 0.015165617 0.37975348</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.273897348 0.33388101</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.018614554 0.02250378</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.671943411 0.73583305</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 0.251283495 0.83992077</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 0.040411024 0.07662008</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/confint.html" class="external-link">confint</a></span><span class="op">(</span><span class="va">f_tc_2</span>, <span class="st">"parent_0"</span>, method <span class="op">=</span> <span class="st">"quadratic"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 2.5% 97.5%</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 94.59604 106.1995</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/convergence.html b/docs/dev/reference/convergence.html deleted file mode 100644 index e9fac3bb..00000000 --- a/docs/dev/reference/convergence.html +++ /dev/null @@ -1,163 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Method to get convergence information — convergence • 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="Method to get convergence information — convergence"><meta property="og:description" content="Method to get convergence information"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.2</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Example evaluations of dimethenamid data from 2018 with nonlinear mixed-effects models</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Method to get convergence information</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/convergence.R" class="external-link"><code>R/convergence.R</code></a></small> - <div class="hidden name"><code>convergence.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Method to get convergence information</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">convergence</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">convergence</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for convergence.mmkin</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The object to investigate</p></dd> - - -<dt>...</dt> -<dd><p>For potential future extensions</p></dd> - - -<dt>x</dt> -<dd><p>The object to be printed</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>For <a href="mkinfit.html">mkinfit</a> objects, a character vector containing -For <a href="mmkin.html">mmkin</a> objects, an object of class 'convergence.mmkin' with a -suitable printing method.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">fits</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span></span></span> -<span class="r-in"><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="op">)</span>,</span></span> -<span class="r-in"><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">"FOCUS A"</span> <span class="op">=</span> <span class="va">FOCUS_2006_A</span>,</span></span> -<span class="r-in"><span> <span class="st">"FOCUS B"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">convergence</span><span class="op">(</span><span class="va">fits</span><span class="op">)</span></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 FOCUS A FOCUS B</span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.6.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/create_deg_func.html b/docs/dev/reference/create_deg_func.html deleted file mode 100644 index fd8325c0..00000000 --- a/docs/dev/reference/create_deg_func.html +++ /dev/null @@ -1,196 +0,0 @@ -<!DOCTYPE html> -<!-- 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 degradation functions for known analytical solutions — create_deg_func • 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="Create degradation functions for known analytical solutions — create_deg_func"><meta property="og:description" content="Create degradation functions for known analytical solutions"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Create degradation functions for known analytical solutions</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/create_deg_func.R" class="external-link"><code>R/create_deg_func.R</code></a></small> - <div class="hidden name"><code>create_deg_func.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Create degradation functions for known analytical solutions</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_deg_func</span><span class="op">(</span><span class="va">spec</span>, use_of_ff <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">"min"</span>, <span class="st">"max"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>spec</dt> -<dd><p>List of model specifications as contained in mkinmod objects</p></dd> - - -<dt>use_of_ff</dt> -<dd><p>Minimum or maximum use of formation fractions</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Degradation function to be attached to mkinmod objects</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span></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><span class="va">FOCUS_D</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span> <span class="co"># to avoid warnings</span></span></span> -<span class="r-in"><span><span class="va">fit_1</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_D</span>, solution_type <span class="op">=</span> <span class="st">"analytical"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="http://rbenchmark.googlecode.com" class="external-link">rbenchmark</a></span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/pkg/rbenchmark/man/benchmark.html" class="external-link">benchmark</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> analytical <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_D</span>, solution_type <span class="op">=</span> <span class="st">"analytical"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> deSolve <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_D</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> replications <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Loading required package: rbenchmark</span> -<span class="r-out co"><span class="r-pr">#></span> test replications elapsed relative user.self sys.self user.child</span> -<span class="r-out co"><span class="r-pr">#></span> 1 analytical 2 0.235 1.000 0.235 0 0</span> -<span class="r-out co"><span class="r-pr">#></span> 2 deSolve 2 0.294 1.251 0.294 0 0</span> -<span class="r-out co"><span class="r-pr">#></span> sys.child</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0</span> -<span class="r-in"><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></span></span> -<span class="r-in"><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> -<span class="r-in"><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><span class="op">)</span></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> <span class="fu"><a href="https://rdrr.io/pkg/rbenchmark/man/benchmark.html" class="external-link">benchmark</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> analytical <span class="op">=</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">DFOP_SFO</span>, <span class="va">FOCUS_D</span>, solution_type <span class="op">=</span> <span class="st">"analytical"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> deSolve <span class="op">=</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">DFOP_SFO</span>, <span class="va">FOCUS_D</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> replications <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> test replications elapsed relative user.self sys.self user.child</span> -<span class="r-out co"><span class="r-pr">#></span> 1 analytical 2 0.374 1.000 0.374 0 0</span> -<span class="r-out co"><span class="r-pr">#></span> 2 deSolve 2 0.527 1.409 0.526 0 0</span> -<span class="r-out co"><span class="r-pr">#></span> sys.child</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/dimethenamid_2018-1.png b/docs/dev/reference/dimethenamid_2018-1.png Binary files differdeleted file mode 100644 index 27ed5329..00000000 --- a/docs/dev/reference/dimethenamid_2018-1.png +++ /dev/null diff --git a/docs/dev/reference/dimethenamid_2018-2.png b/docs/dev/reference/dimethenamid_2018-2.png Binary files differdeleted file mode 100644 index 36db063c..00000000 --- a/docs/dev/reference/dimethenamid_2018-2.png +++ /dev/null diff --git a/docs/dev/reference/dimethenamid_2018-3.png b/docs/dev/reference/dimethenamid_2018-3.png Binary files differdeleted file mode 100644 index 7c876208..00000000 --- a/docs/dev/reference/dimethenamid_2018-3.png +++ /dev/null diff --git a/docs/dev/reference/dimethenamid_2018.html b/docs/dev/reference/dimethenamid_2018.html deleted file mode 100644 index 0fcd0c61..00000000 --- a/docs/dev/reference/dimethenamid_2018.html +++ /dev/null @@ -1,390 +0,0 @@ -<!DOCTYPE html> -<!-- 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">dimethenamid_2018</span></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" 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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><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">dimethenamid_2018</span><span class="op">)</span></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><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> -<span class="r-in"><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">$</span><span class="va">data</span></span></span> -<span class="r-in"><span> <span class="va">ds_i</span><span class="op">[</span><span class="va">ds_i</span><span class="op">$</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></span> -<span class="r-in"><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">$</span><span class="va">f_time_norm</span><span class="op">[</span><span class="va">i</span><span class="op">]</span></span></span> -<span class="r-in"><span> <span class="va">ds_i</span></span></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">$</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></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># We don't use DFOP for the parent compound, as this gives numerical</span></span></span> -<span class="r-in"><span><span class="co"># instabilities in the fits</span></span></span> -<span class="r-in"><span><span class="va">sfo_sfo3p</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> DMTA <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="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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span></span></span> -<span class="r-in"><span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">dmta_sfo_sfo3p_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 class="st">"SFO-SFO3+"</span> <span class="op">=</span> <span class="va">sfo_sfo3p</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><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">dmta_sfo_sfo3p_tc</span><span class="op">)</span></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 Calke Borstel Flaach BBA 2.2 BBA 2.3 Elliot</span> -<span class="r-out co"><span class="r-pr">#></span> SFO-SFO3+ 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-in"><span><span class="co"># The default (test_log_parms = FALSE) gives an undue</span></span></span> -<span class="r-in"><span><span class="co"># influence of ill-defined rate constants that have</span></span></span> -<span class="r-in"><span><span class="co"># extremely small values:</span></span></span> -<span class="r-in"><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="fu"><a href="mixed.html">mixed</a></span><span class="op">(</span><span class="va">dmta_sfo_sfo3p_tc</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># If we disregards ill-defined rate constants, the results</span></span></span> -<span class="r-in"><span><span class="co"># look more plausible, but the truth is likely to be in</span></span></span> -<span class="r-in"><span><span class="co"># between these variants</span></span></span> -<span class="r-in"><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="fu"><a href="mixed.html">mixed</a></span><span class="op">(</span><span class="va">dmta_sfo_sfo3p_tc</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="dimethenamid_2018-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># We can also specify a default value for the failing</span></span></span> -<span class="r-in"><span><span class="co"># log parameters, to mimic FOCUS guidance</span></span></span> -<span class="r-in"><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="fu"><a href="mixed.html">mixed</a></span><span class="op">(</span><span class="va">dmta_sfo_sfo3p_tc</span><span class="op">)</span>, test_log_parms <span class="op">=</span> <span class="cn">TRUE</span>,</span></span> -<span class="r-in"><span> default_log_parms <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">1000</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># As these attempts are not satisfying, we use nonlinear mixed-effects models</span></span></span> -<span class="r-in"><span><span class="co"># f_dmta_nlme_tc <- nlme(dmta_sfo_sfo3p_tc)</span></span></span> -<span class="r-in"><span><span class="co"># nlme reaches maxIter = 50 without convergence</span></span></span> -<span class="r-in"><span><span class="va">f_dmta_saem_tc</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">dmta_sfo_sfo3p_tc</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># I am commenting out the convergence plot as rendering them</span></span></span> -<span class="r-in"><span><span class="co"># with pkgdown fails (at least without further tweaks to the</span></span></span> -<span class="r-in"><span><span class="co"># graphics device used)</span></span></span> -<span class="r-in"><span><span class="co">#saemix::plot(f_dmta_saem_tc$so, plot.type = "convergence")</span></span></span> -<span class="r-in"><span><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_saem_tc</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> saemix version used for fitting: 3.2 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:30:03 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:30:03 2023 </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_DMTA/dt = - k_DMTA * DMTA</span> -<span class="r-out co"><span class="r-pr">#></span> d_M23/dt = + f_DMTA_to_M23 * k_DMTA * DMTA - k_M23 * M23</span> -<span class="r-out co"><span class="r-pr">#></span> d_M27/dt = + f_DMTA_to_M27 * k_DMTA * DMTA - k_M27 * M27 + k_M31 * M31</span> -<span class="r-out co"><span class="r-pr">#></span> d_M31/dt = + f_DMTA_to_M31 * k_DMTA * DMTA - k_M31 * M31</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> 563 observations of 4 variable(s) grouped in 6 datasets</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model predictions using solution type deSolve </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 304.528 s</span> -<span class="r-out co"><span class="r-pr">#></span> Using 300, 100 iterations and 9 chains</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 function </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for degradation parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_0 log_k_DMTA log_k_M23 log_k_M27 log_k_M31 f_DMTA_ilr_1 </span> -<span class="r-out co"><span class="r-pr">#></span> 95.5662 -2.9048 -3.8130 -4.1600 -4.1486 0.1341 </span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 f_DMTA_ilr_3 </span> -<span class="r-out co"><span class="r-pr">#></span> 0.1385 -1.6700 </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> Starting values for random effects (square root of initial entries in omega):</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_0 log_k_DMTA log_k_M23 log_k_M27 log_k_M31 f_DMTA_ilr_1</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_0 4.802 0.0000 0.0000 0.000 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_DMTA 0.000 0.9834 0.0000 0.000 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M23 0.000 0.0000 0.6983 0.000 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M27 0.000 0.0000 0.0000 1.028 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M31 0.000 0.0000 0.0000 0.000 0.9841 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_1 0.000 0.0000 0.0000 0.000 0.0000 0.7185</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 0.000 0.0000 0.0000 0.000 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_3 0.000 0.0000 0.0000 0.000 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 f_DMTA_ilr_3</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_0 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_DMTA 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M23 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M27 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M31 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_1 0.0000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 0.7378 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_3 0.0000 0.4451</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for error model parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 b.1 </span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 </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 computed by importance sampling</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> 2276 2273 -1120</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> DMTA_0 88.3192 83.8656 92.7729</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_DMTA -3.0530 -3.5686 -2.5373</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M23 -4.0620 -4.9202 -3.2038</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M27 -3.8633 -4.2668 -3.4598</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M31 -3.9731 -4.4763 -3.4699</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_1 0.1346 -0.2150 0.4841</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 0.1449 -0.2593 0.5491</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_3 -1.3882 -1.7011 -1.0753</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.9156 0.8217 1.0095</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.1383 0.1216 0.1550</span> -<span class="r-out co"><span class="r-pr">#></span> SD.DMTA_0 3.7280 -0.6949 8.1508</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_DMTA 0.6431 0.2781 1.0080</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M23 1.0096 0.3782 1.6409</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M27 0.4583 0.1541 0.7625</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M31 0.5738 0.1942 0.9533</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_1 0.4119 0.1528 0.6709</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_2 0.4780 0.1806 0.7754</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_3 0.3657 0.1383 0.5931</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> DMTA_0 l__DMTA lg__M23 lg__M27 lg__M31 f_DMTA__1 f_DMTA__2</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_DMTA 0.0303 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M23 -0.0229 -0.0032 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M27 -0.0372 -0.0049 0.0041 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M31 -0.0245 -0.0032 0.0022 0.0815 </span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_1 -0.0046 -0.0006 0.0415 -0.0433 0.0324 </span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_2 -0.0008 -0.0002 0.0214 -0.0267 -0.0893 -0.0361 </span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_ilr_3 -0.1755 -0.0135 0.0423 0.0775 0.0377 -0.0066 0.0060 </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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> SD.DMTA_0 3.7280 -0.6949 8.1508</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_DMTA 0.6431 0.2781 1.0080</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M23 1.0096 0.3782 1.6409</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M27 0.4583 0.1541 0.7625</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_M31 0.5738 0.1942 0.9533</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_1 0.4119 0.1528 0.6709</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_2 0.4780 0.1806 0.7754</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_DMTA_ilr_3 0.3657 0.1383 0.5931</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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.9156 0.8217 1.009</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.1383 0.1216 0.155</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> DMTA_0 88.31924 83.865625 92.77286</span> -<span class="r-out co"><span class="r-pr">#></span> k_DMTA 0.04722 0.028196 0.07908</span> -<span class="r-out co"><span class="r-pr">#></span> k_M23 0.01721 0.007298 0.04061</span> -<span class="r-out co"><span class="r-pr">#></span> k_M27 0.02100 0.014027 0.03144</span> -<span class="r-out co"><span class="r-pr">#></span> k_M31 0.01882 0.011375 0.03112</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M23 0.14608 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M27 0.12077 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_DMTA_to_M31 0.11123 NA NA</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> DMTA_M23 0.1461</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_M27 0.1208</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_M31 0.1112</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA_sink 0.6219</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</span> -<span class="r-out co"><span class="r-pr">#></span> DMTA 14.68 48.76</span> -<span class="r-out co"><span class="r-pr">#></span> M23 40.27 133.76</span> -<span class="r-out co"><span class="r-pr">#></span> M27 33.01 109.65</span> -<span class="r-out co"><span class="r-pr">#></span> M31 36.84 122.38</span> -<span class="r-in"><span><span class="co"># As the confidence interval for the random effects of DMTA_0</span></span></span> -<span class="r-in"><span><span class="co"># includes zero, we could try an alternative model without</span></span></span> -<span class="r-in"><span><span class="co"># such random effects</span></span></span> -<span class="r-in"><span><span class="co"># f_dmta_saem_tc_2 <- saem(dmta_sfo_sfo3p_tc,</span></span></span> -<span class="r-in"><span><span class="co"># covariance.model = diag(c(0, rep(1, 7))))</span></span></span> -<span class="r-in"><span><span class="co"># saemix::plot(f_dmta_saem_tc_2$so, plot.type = "convergence")</span></span></span> -<span class="r-in"><span><span class="co"># This does not perform better judged by AIC and BIC</span></span></span> -<span class="r-in"><span><span class="co"># saemix::compare.saemix(f_dmta_saem_tc$so, f_dmta_saem_tc_2$so)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/ds_mixed-1.png b/docs/dev/reference/ds_mixed-1.png Binary files differdeleted file mode 100644 index d8505ffd..00000000 --- a/docs/dev/reference/ds_mixed-1.png +++ /dev/null diff --git a/docs/dev/reference/ds_mixed.html b/docs/dev/reference/ds_mixed.html deleted file mode 100644 index 2d0274ff..00000000 --- a/docs/dev/reference/ds_mixed.html +++ /dev/null @@ -1,257 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Synthetic data for hierarchical kinetic degradation models — ds_mixed • 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="Synthetic data for hierarchical kinetic degradation models — ds_mixed"><meta property="og:description" content="The R code used to create this data object is installed with this package in -the 'dataset_generation' directory."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Synthetic data for hierarchical kinetic degradation models</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/ds_mixed.R" class="external-link"><code>R/ds_mixed.R</code></a></small> - <div class="hidden name"><code>ds_mixed.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The R code used to create this data object is installed with this package in -the 'dataset_generation' directory.</p> - </div> - - - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="va">sfo_mmkin</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_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">15</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">sfo_saem</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">sfo_mmkin</span>, no_random_effect <span class="op">=</span> <span class="st">"parent_0"</span><span class="op">)</span></span></span> -<span class="r-in"><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">sfo_saem</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="ds_mixed-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># This is the code used to generate the datasets</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/readLines.html" class="external-link">readLines</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/system.file.html" class="external-link">system.file</a></span><span class="op">(</span><span class="st">"dataset_generation/ds_mixed.R"</span>, package <span class="op">=</span> <span class="st">"mkin"</span><span class="op">)</span><span class="op">)</span>, sep <span class="op">=</span> <span class="st">"\n"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> # Synthetic data for hierarchical kinetic models</span> -<span class="r-out co"><span class="r-pr">#></span> # Refactored version of the code previously in tests/testthat/setup_script.R</span> -<span class="r-out co"><span class="r-pr">#></span> # The number of datasets was 3 for FOMC, and 10 for HS in that script, now it</span> -<span class="r-out co"><span class="r-pr">#></span> # is always 15 for consistency</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> library(mkin) # We use mkinmod and mkinpredict</span> -<span class="r-out co"><span class="r-pr">#></span> sampling_times = c(0, 1, 3, 7, 14, 28, 60, 90, 120)</span> -<span class="r-out co"><span class="r-pr">#></span> n <- 15</span> -<span class="r-out co"><span class="r-pr">#></span> log_sd <- 0.3</span> -<span class="r-out co"><span class="r-pr">#></span> err_1 = list(const = 1, prop = 0.05)</span> -<span class="r-out co"><span class="r-pr">#></span> tc <- function(value) sigma_twocomp(value, err_1$const, err_1$prop)</span> -<span class="r-out co"><span class="r-pr">#></span> const <- function(value) 2</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> SFO <- mkinmod(parent = mkinsub("SFO"))</span> -<span class="r-out co"><span class="r-pr">#></span> sfo_pop <- list(parent_0 = 100, k_parent = 0.03)</span> -<span class="r-out co"><span class="r-pr">#></span> sfo_parms <- as.matrix(data.frame(</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent = rlnorm(n, log(sfo_pop$k_parent), log_sd)))</span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> ds_sfo <- lapply(1:n, function(i) {</span> -<span class="r-out co"><span class="r-pr">#></span> ds_mean <- mkinpredict(SFO, sfo_parms[i, ],</span> -<span class="r-out co"><span class="r-pr">#></span> c(parent = sfo_pop$parent_0), sampling_times)</span> -<span class="r-out co"><span class="r-pr">#></span> add_err(ds_mean, tc, n = 1)[[1]]</span> -<span class="r-out co"><span class="r-pr">#></span> })</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_sfo, "pop") <- sfo_pop</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_sfo, "parms") <- sfo_parms</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC <- mkinmod(parent = mkinsub("FOMC"))</span> -<span class="r-out co"><span class="r-pr">#></span> fomc_pop <- list(parent_0 = 100, alpha = 2, beta = 8)</span> -<span class="r-out co"><span class="r-pr">#></span> fomc_parms <- as.matrix(data.frame(</span> -<span class="r-out co"><span class="r-pr">#></span> alpha = rlnorm(n, log(fomc_pop$alpha), 0.4),</span> -<span class="r-out co"><span class="r-pr">#></span> beta = rlnorm(n, log(fomc_pop$beta), 0.2)))</span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> ds_fomc <- lapply(1:n, function(i) {</span> -<span class="r-out co"><span class="r-pr">#></span> ds_mean <- mkinpredict(FOMC, fomc_parms[i, ],</span> -<span class="r-out co"><span class="r-pr">#></span> c(parent = fomc_pop$parent_0), sampling_times)</span> -<span class="r-out co"><span class="r-pr">#></span> add_err(ds_mean, tc, n = 1)[[1]]</span> -<span class="r-out co"><span class="r-pr">#></span> })</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_fomc, "pop") <- fomc_pop</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_fomc, "parms") <- fomc_parms</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP <- mkinmod(parent = mkinsub("DFOP"))</span> -<span class="r-out co"><span class="r-pr">#></span> dfop_pop <- list(parent_0 = 100, k1 = 0.06, k2 = 0.015, g = 0.4)</span> -<span class="r-out co"><span class="r-pr">#></span> dfop_parms <- as.matrix(data.frame(</span> -<span class="r-out co"><span class="r-pr">#></span> k1 = rlnorm(n, log(dfop_pop$k1), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> k2 = rlnorm(n, log(dfop_pop$k2), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> g = plogis(rnorm(n, qlogis(dfop_pop$g), log_sd))))</span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> ds_dfop <- lapply(1:n, function(i) {</span> -<span class="r-out co"><span class="r-pr">#></span> ds_mean <- mkinpredict(DFOP, dfop_parms[i, ],</span> -<span class="r-out co"><span class="r-pr">#></span> c(parent = dfop_pop$parent_0), sampling_times)</span> -<span class="r-out co"><span class="r-pr">#></span> add_err(ds_mean, tc, n = 1)[[1]]</span> -<span class="r-out co"><span class="r-pr">#></span> })</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_dfop, "pop") <- dfop_pop</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_dfop, "parms") <- dfop_parms</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> HS <- mkinmod(parent = mkinsub("HS"))</span> -<span class="r-out co"><span class="r-pr">#></span> hs_pop <- list(parent_0 = 100, k1 = 0.08, k2 = 0.01, tb = 15)</span> -<span class="r-out co"><span class="r-pr">#></span> hs_parms <- as.matrix(data.frame(</span> -<span class="r-out co"><span class="r-pr">#></span> k1 = rlnorm(n, log(hs_pop$k1), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> k2 = rlnorm(n, log(hs_pop$k2), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> tb = rlnorm(n, log(hs_pop$tb), 0.1)))</span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> ds_hs <- lapply(1:n, function(i) {</span> -<span class="r-out co"><span class="r-pr">#></span> ds_mean <- mkinpredict(HS, hs_parms[i, ],</span> -<span class="r-out co"><span class="r-pr">#></span> c(parent = hs_pop$parent_0), sampling_times)</span> -<span class="r-out co"><span class="r-pr">#></span> add_err(ds_mean, const, n = 1)[[1]]</span> -<span class="r-out co"><span class="r-pr">#></span> })</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_hs, "pop") <- hs_pop</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_hs, "parms") <- hs_parms</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP_SFO <- mkinmod(</span> -<span class="r-out co"><span class="r-pr">#></span> parent = mkinsub("DFOP", "m1"),</span> -<span class="r-out co"><span class="r-pr">#></span> m1 = mkinsub("SFO"),</span> -<span class="r-out co"><span class="r-pr">#></span> quiet = TRUE)</span> -<span class="r-out co"><span class="r-pr">#></span> dfop_sfo_pop <- list(parent_0 = 100,</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 = 0.007, f_parent_to_m1 = 0.5,</span> -<span class="r-out co"><span class="r-pr">#></span> k1 = 0.1, k2 = 0.02, g = 0.5)</span> -<span class="r-out co"><span class="r-pr">#></span> dfop_sfo_parms <- as.matrix(data.frame(</span> -<span class="r-out co"><span class="r-pr">#></span> k1 = rlnorm(n, log(dfop_sfo_pop$k1), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> k2 = rlnorm(n, log(dfop_sfo_pop$k2), log_sd),</span> -<span class="r-out co"><span class="r-pr">#></span> g = plogis(rnorm(n, qlogis(dfop_sfo_pop$g), log_sd)),</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 = plogis(rnorm(n,</span> -<span class="r-out co"><span class="r-pr">#></span> qlogis(dfop_sfo_pop$f_parent_to_m1), log_sd)),</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 = rlnorm(n, log(dfop_sfo_pop$k_m1), log_sd)))</span> -<span class="r-out co"><span class="r-pr">#></span> ds_dfop_sfo_mean <- lapply(1:n,</span> -<span class="r-out co"><span class="r-pr">#></span> function(i) {</span> -<span class="r-out co"><span class="r-pr">#></span> mkinpredict(DFOP_SFO, dfop_sfo_parms[i, ],</span> -<span class="r-out co"><span class="r-pr">#></span> c(parent = dfop_sfo_pop$parent_0, m1 = 0), sampling_times)</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> set.seed(123456)</span> -<span class="r-out co"><span class="r-pr">#></span> ds_dfop_sfo <- lapply(ds_dfop_sfo_mean, function(ds) {</span> -<span class="r-out co"><span class="r-pr">#></span> add_err(ds,</span> -<span class="r-out co"><span class="r-pr">#></span> sdfunc = function(value) sqrt(err_1$const^2 + value^2 * err_1$prop^2),</span> -<span class="r-out co"><span class="r-pr">#></span> n = 1, secondary = "m1")[[1]]</span> -<span class="r-out co"><span class="r-pr">#></span> })</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_dfop_sfo, "pop") <- dfop_sfo_pop</span> -<span class="r-out co"><span class="r-pr">#></span> attr(ds_dfop_sfo, "parms") <- dfop_sfo_parms</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> #save(ds_sfo, ds_fomc, ds_dfop, ds_hs, ds_dfop_sfo, file = "data/ds_mixed.rda", version = 2)</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/endpoints.html b/docs/dev/reference/endpoints.html deleted file mode 100644 index 3cda0f3c..00000000 --- a/docs/dev/reference/endpoints.html +++ /dev/null @@ -1,228 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to calculate endpoints for further use from kinetic models fitted -with mkinfit — endpoints • 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="Function to calculate endpoints for further use from kinetic models fitted -with mkinfit — endpoints"><meta property="og:description" content="This function calculates DT50 and DT90 values as well as formation fractions -from kinetic models fitted with mkinfit. 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/HEAD/R/endpoints.R" class="external-link"><code>R/endpoints.R</code></a></small> - <div class="hidden name"><code>endpoints.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function calculates DT50 and DT90 values as well as formation fractions -from kinetic models fitted with mkinfit. 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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">endpoints</span><span class="op">(</span><span class="va">fit</span>, covariates <span class="op">=</span> <span class="cn">NULL</span>, covariate_quantile <span class="op">=</span> <span class="fl">0.5</span><span class="op">)</span></span></code></pre></div> - </div> - - <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> or <a href="saem.html">saem.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></dd> - - -<dt>covariates</dt> -<dd><p>Numeric vector with covariate values for all variables in -any covariate models in the object. If given, it overrides 'covariate_quantile'.</p></dd> - - -<dt>covariate_quantile</dt> -<dd><p>This argument only has an effect if the fitted -object has covariate models. If so, the default is to show endpoints -for the median of the covariate values (50th percentile).</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> - </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> - </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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <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> -<span class="r-in"><span> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></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> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit_2</span><span class="op">)</span></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> <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> -<span class="r-in"><span> <span class="fu">endpoints</span><span class="op">(</span><span class="va">fit_3</span><span class="op">)</span></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 parent_g </span> -<span class="r-out co"><span class="r-pr">#></span> 0.4595574 0.0178488 0.8539454 </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> <span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/example_analysis/dlls/sforb_sfo2.so b/docs/dev/reference/example_analysis/dlls/sforb_sfo2.so Binary files differdeleted file mode 100755 index a692256d..00000000 --- a/docs/dev/reference/example_analysis/dlls/sforb_sfo2.so +++ /dev/null diff --git a/docs/dev/reference/example_analysis/example_analysis.Rmd b/docs/dev/reference/example_analysis/example_analysis.Rmd deleted file mode 100644 index 38a6bd20..00000000 --- a/docs/dev/reference/example_analysis/example_analysis.Rmd +++ /dev/null @@ -1,314 +0,0 @@ ---- -title: "Hierarchical kinetic modelling of degradation data" -author: -date: -output: mkin::hierarchical_kinetics -geometry: margin=2cm ---- - -\clearpage - -# Setup - -```{r packages, cache = FALSE, message = FALSE} -library(mkin) -library(knitr) -library(saemix) -library(parallel) -library(readxl) -``` - -```{r n_cores, cache = FALSE} -n_cores <- detectCores() - -if (Sys.info()["sysname"] == "Windows") { - cl <- makePSOCKcluster(n_cores) -} else { - cl <- makeForkCluster(n_cores) -} -``` - -\clearpage - -# Introduction - -This report shows hierarchical kinetic modelling for ... -The data were obtained from ... - -```{r ds} -data_path <- system.file( - "testdata", "lambda-cyhalothrin_soil_efsa_2014.xlsx", - package = "mkin") -ds <- read_spreadsheet(data_path, valid_datasets = c(1:4, 7:13)) -covariates <- attr(ds, "covariates") -``` - -The covariate data are shown below. - -```{r results = "asis", dependson = "ds", echo = FALSE} -kable(covariates, caption = "Covariate data for all datasets") -``` - -\clearpage - -The datasets with the residue time series are shown in the tables below. Please -refer to the spreadsheet for details like data sources, treatment of values -below reporting limits and time step normalisation factors. - -```{r results = "asis", dependson = "ds", echo = FALSE} -for (ds_name in names(ds)) { - print( - kable(mkin_long_to_wide(ds[[ds_name]]), - caption = paste("Dataset", ds_name), - booktabs = TRUE, row.names = FALSE)) - cat("\n\\clearpage\n") -} -``` - -# Parent only evaluations - -The following code performs separate fits of the candidate degradation models -to all datasets using constant variance and the two-component error model. - -```{r parent-sep, dependson = "ds"} -parent_deg_mods <- c("SFO", "FOMC", "DFOP", "SFORB") -errmods <- c(const = "constant variance", tc = "two-component error") -parent_sep_const <- mmkin( - parent_deg_mods, ds, - error_model = "const", - cluster = cl, quiet = TRUE) -parent_sep_tc <- update(parent_sep_const, error_model = "tc") -``` - -To select the parent model, the corresponding hierarchical fits are performed below. - -```{r parent-mhmkin, dependson = "parent-sep"} -parent_mhmkin <- mhmkin(list(parent_sep_const, parent_sep_tc), cluster = cl) -status(parent_mhmkin) |> kable() -``` - -All fits terminate without errors (status OK). The check for ill-defined -parameters shows that not all random effect parameters can be robustly -quantified. - -```{r dependson = "parent_mhmkin"} -illparms(parent_mhmkin) |> kable() -``` - -Therefore, the fits are updated, excluding random effects that were -ill-defined according to the `illparms` function. The status of the fits -is checked. - -```{r parent-mhmkin-refined} -parent_mhmkin_refined <- update(parent_mhmkin, - no_random_effect = illparms(parent_mhmkin)) -status(parent_mhmkin_refined) |> kable() -``` - -Also, it is checked if the AIC values of the refined fits are actually smaller -than the AIC values of the original fits. - -```{r dependson = "parent-mhmkin-refined"} -(AIC(parent_mhmkin_refined) < AIC(parent_mhmkin)) |> kable() -``` - -From the refined fits, the most suitable model is selected using the AIC. - -```{r parent-best, dependson = "parent-mhmkin"} -aic_parent <- AIC(parent_mhmkin_refined) -min_aic <- which(aic_parent == min(aic_parent), arr.ind = TRUE) -best_degmod_parent <- rownames(aic_parent)[min_aic[1]] -best_errmod_parent <- colnames(aic_parent)[min_aic[2]] -anova(parent_mhmkin_refined) |> kable(digits = 1) -parent_best <- parent_mhmkin_refined[[best_degmod_parent, best_errmod_parent]] -``` - -Based on the AIC, the combination of the `r best_degmod_parent` degradation -model with the error model `r errmods[best_errmod_parent]` is identified to -be most suitable for the degradation of the parent. The check below -confirms that no ill-defined parameters remain for this combined model. - -```{r dependson = "parent-best"} -illparms(parent_best) -``` - -The corresponding fit is plotted below. - -```{r dependson = "parent-best"} -plot(parent_best) -``` -The fitted parameters, together with approximate confidence -intervals are listed below. - -```{r dependson = "parent-best"} -parms(parent_best, ci = TRUE) |> kable(digits = 3) -``` - -To investigate a potential covariate influence on degradation parameters, a -covariate model is added to the hierarchical model for each of the degradation -parameters with well-defined random effects. Also, a version with covariate -models for both of them is fitted. - -```{r parent-best-pH} -parent_best_pH_1 <- update(parent_best, covariates = covariates, - covariate_models = list(log_k_lambda_free ~ pH)) -parent_best_pH_2 <- update(parent_best, covariates = covariates, - covariate_models = list(log_k_lambda_bound_free ~ pH)) -parent_best_pH_3 <- update(parent_best, covariates = covariates, - covariate_models = list(log_k_lambda_free ~ pH, log_k_lambda_bound_free ~ pH)) -``` - -The resulting models are compared. - -```{r dependson = "parent-best-pH"} -anova(parent_best, parent_best_pH_1, parent_best_pH_2, parent_best_pH_3) |> - kable(digits = 1) -``` - -The model fit with the lowest AIC is the one with a pH correlation of the -desorption rate constant `k_lambda_bound_free`. Plot and parameter listing -of this fit are shown below. Also, it is confirmed that no ill-defined -variance parameters are found. - -```{r dependson = "parent-best-pH"} -plot(parent_best_pH_2) -``` - -```{r dependson = "parent-best-pH"} -illparms(parent_best_pH_2) -parms(parent_best_pH_2, ci = TRUE) |> kable(digits = 3) -``` - -\clearpage - -# Pathway fits - -As an example of a pathway fit, a model with SFORB for the parent compound and -parallel formation of two metabolites is set up. - -```{r path-1-degmod} -if (!dir.exists("dlls")) dir.create("dlls") - -m_sforb_sfo2 = mkinmod( - lambda = mkinsub("SFORB", to = c("c_V", "c_XV")), - c_V = mkinsub("SFO"), - c_XV = mkinsub("SFO"), - name = "sforb_sfo2", - dll_dir = "dlls", - overwrite = TRUE, quiet = TRUE -) -``` - -Separate evaluations of all datasets are performed with constant variance -and using two-component error. - -```{r path-1-sep, dependson = c("path-1-degmod", "ds")} -sforb_sep_const <- mmkin(list(sforb_path = m_sforb_sfo2), ds, - cluster = cl, quiet = TRUE) -sforb_sep_tc <- update(sforb_sep_const, error_model = "tc") -``` - -The separate fits with constant variance are plotted. - -```{r dependson = "path-1-sep", fig.height = 9} -plot(mixed(sforb_sep_const)) -``` - -The two corresponding hierarchical fits, with the random effects for the parent -degradation parameters excluded as discussed above, and including the covariate -model that was identified for the parent degradation, are attempted below. - -```{r path-1, dependson = "path-1-sep"} -path_1 <- mhmkin(list(sforb_sep_const, sforb_sep_tc), - no_random_effect = c("lambda_free_0", "log_k_lambda_free_bound"), - covariates = covariates, covariate_models = list(log_k_lambda_bound_free ~ pH), - cluster = cl) -``` - -```{r dependson = "path-1"} -status(path_1) |> kable() -``` - -The status information shows that both fits were successfully completed. - -```{r dependson = "path-1"} -anova(path_1) |> kable(digits = 1) -``` -Model comparison shows that the two-component error model provides a much -better fit. - -```{r dependson = "path-1"} -illparms(path_1[["sforb_path", "tc"]]) -``` - -Two ill-defined variance components are found. Therefore, the fit is -repeated with the corresponding random effects removed. - -```{r path-1-refined, dependson = "path-1"} -path_1_refined <- update(path_1[["sforb_path", "tc"]], - no_random_effect = c("lambda_free_0", "log_k_lambda_free_bound", - "log_k_c_XV", "f_lambda_ilr_2")) -``` - -The empty output of the illparms function indicates that there are no -ill-defined parameters remaining in the refined fit. - -```{r dependson = "path-1-refined"} -illparms(path_1_refined) -``` - -Below, the refined fit is plotted and the fitted parameters are shown together -with their 95% confidence intervals. - -```{r dependson = "path-1-refined", fig.height = 9} -plot(path_1_refined) -``` - -```{r dependson = "path-1-refined", fig.height = 9} -parms(path_1_refined, ci = TRUE) |> kable(digits = 3) -``` - -\clearpage - -# Appendix - -## Listings of initial parent fits - -```{r listings-parent, results = "asis", echo = FALSE, dependson = "parent_mhmkin"} -for (deg_mod in parent_deg_mods) { - for (err_mod in c("const", "tc")) { - caption <- paste("Hierarchical", deg_mod, "fit with", errmods[err_mod]) - tex_listing(parent_mhmkin[[deg_mod, err_mod]], caption) - } -} -``` - -## Listings of refined parent fits - -```{r listings-parent-refined, results = "asis", echo = FALSE, dependson = "parent_mhmkin_refined"} -for (deg_mod in parent_deg_mods) { - for (err_mod in c("const", "tc")) { - caption <- paste("Refined hierarchical", deg_mod, "fit with", errmods[err_mod]) - tex_listing(parent_mhmkin_refined[[deg_mod, err_mod]], caption) - } -} -``` - -## Listings of pathway fits - -```{r listings-path-1, results = "asis", echo = FALSE, dependson = "path-1-refined"} -tex_listing(path_1[["sforb_path", "const"]], - caption = "Hierarchical fit of SFORB-SFO2 with constant variance") -tex_listing(path_1[["sforb_path", "tc"]], - caption = "Hierarchical fit of SFORB-SFO2 with two-component error") -tex_listing(path_1_refined, - caption = "Refined hierarchical fit of SFORB-SFO2 with two-component error") -``` - -## Session info - -```{r echo = FALSE, cache = FALSE} -parallel::stopCluster(cl) -sessionInfo() -``` - diff --git a/docs/dev/reference/example_analysis/header.tex b/docs/dev/reference/example_analysis/header.tex deleted file mode 100644 index a2b7ce83..00000000 --- a/docs/dev/reference/example_analysis/header.tex +++ /dev/null @@ -1 +0,0 @@ -\definecolor{shadecolor}{RGB}{248,248,248} diff --git a/docs/dev/reference/example_analysis/skeleton.pdf b/docs/dev/reference/example_analysis/skeleton.pdf Binary files differdeleted file mode 100644 index 53c5fb31..00000000 --- a/docs/dev/reference/example_analysis/skeleton.pdf +++ /dev/null diff --git a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-11-1.pdf b/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-11-1.pdf Binary files differdeleted file mode 100644 index ab685d92..00000000 --- a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-11-1.pdf +++ /dev/null diff --git a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-16-1.pdf b/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-16-1.pdf Binary files differdeleted file mode 100644 index 5d88063b..00000000 --- a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-16-1.pdf +++ /dev/null diff --git a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-6-1.pdf b/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-6-1.pdf Binary files differdeleted file mode 100644 index 5e0d7b6f..00000000 --- a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-6-1.pdf +++ /dev/null diff --git a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-9-1.pdf b/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-9-1.pdf Binary files differdeleted file mode 100644 index eecd06a8..00000000 --- a/docs/dev/reference/example_analysis/skeleton_files/figure-latex/unnamed-chunk-9-1.pdf +++ /dev/null diff --git a/docs/dev/reference/experimental_data_for_UBA-1.png b/docs/dev/reference/experimental_data_for_UBA-1.png Binary files differdeleted file mode 100644 index 49e1c6c9..00000000 --- a/docs/dev/reference/experimental_data_for_UBA-1.png +++ /dev/null diff --git a/docs/dev/reference/experimental_data_for_UBA.html b/docs/dev/reference/experimental_data_for_UBA.html deleted file mode 100644 index 77ff6ce4..00000000 --- a/docs/dev/reference/experimental_data_for_UBA.html +++ /dev/null @@ -1,275 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Experimental datasets used for development and testing of error models — experimental_data_for_UBA_2019 • 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="Experimental datasets used for development and testing of error models — experimental_data_for_UBA_2019"><meta property="og:description" content="The 12 datasets were extracted from active substance evaluation dossiers published - by EFSA. Kinetic evaluations shown for these datasets are intended to illustrate - and advance error model specifications. The fact that these data and some - results are shown here do 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. -Preprocessing of data was performed based on the recommendations of the FOCUS - kinetics workgroup (FOCUS, 2014) as described below. -Datasets 1 and 2 are from the Renewal Assessment Report (RAR) for imazamox - (France, 2015, p. 15). For setting values reported as zero, an LOQ of 0.1 - was assumed. Metabolite residues reported for day zero were added to the - parent compound residues. -Datasets 3 and 4 are from the Renewal Assessment Report (RAR) for isofetamid - (Belgium, 2014, p. 8) and show the data for two different radiolabels. For - dataset 4, the value given for the metabolite in the day zero sampling - in replicate B was added to the parent compound, following the respective - FOCUS recommendation. -Dataset 5 is from the Renewal Assessment Report (RAR) for ethofumesate - (Austria, 2015, p. 16). -Datasets 6 to 10 are from the Renewal Assessment Report (RAR) for glyphosate - (Germany, 2013, pages 8, 28, 50, 51). For the initial sampling, - the residues given for the metabolite were added to the parent - value, following the recommendation of the FOCUS kinetics workgroup. -Dataset 11 is from the Renewal Assessment Report (RAR) for 2,4-D - (Hellas, 2013, p. 644). Values reported as zero were set to NA, with - the exception of the day three sampling of metabolite A2, which was set - to one half of the LOD reported to be 1% AR. -Dataset 12 is from the Renewal Assessment Report (RAR) for thifensulfuron-methyl - (United Kingdom, 2014, p. 81)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Experimental datasets used for development and testing of error models</h1> - - <div class="hidden name"><code>experimental_data_for_UBA.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The 12 datasets were extracted from active substance evaluation dossiers published - by EFSA. Kinetic evaluations shown for these datasets are intended to illustrate - and advance error model specifications. The fact that these data and some - results are shown here do 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.</p> -<p>Preprocessing of data was performed based on the recommendations of the FOCUS - kinetics workgroup (FOCUS, 2014) as described below.</p> -<p>Datasets 1 and 2 are from the Renewal Assessment Report (RAR) for imazamox - (France, 2015, p. 15). For setting values reported as zero, an LOQ of 0.1 - was assumed. Metabolite residues reported for day zero were added to the - parent compound residues.</p> -<p>Datasets 3 and 4 are from the Renewal Assessment Report (RAR) for isofetamid - (Belgium, 2014, p. 8) and show the data for two different radiolabels. For - dataset 4, the value given for the metabolite in the day zero sampling - in replicate B was added to the parent compound, following the respective - FOCUS recommendation.</p> -<p>Dataset 5 is from the Renewal Assessment Report (RAR) for ethofumesate - (Austria, 2015, p. 16).</p> -<p>Datasets 6 to 10 are from the Renewal Assessment Report (RAR) for glyphosate - (Germany, 2013, pages 8, 28, 50, 51). For the initial sampling, - the residues given for the metabolite were added to the parent - value, following the recommendation of the FOCUS kinetics workgroup.</p> -<p>Dataset 11 is from the Renewal Assessment Report (RAR) for 2,4-D - (Hellas, 2013, p. 644). Values reported as zero were set to NA, with - the exception of the day three sampling of metabolite A2, which was set - to one half of the LOD reported to be 1% AR.</p> -<p>Dataset 12 is from the Renewal Assessment Report (RAR) for thifensulfuron-methyl - (United Kingdom, 2014, p. 81).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">experimental_data_for_UBA_2019</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A list containing twelve datasets as an R6 class defined by <code><a href="mkinds.html">mkinds</a></code>, - each containing, among others, the following components</p><dl><dt><code>title</code></dt> -<dd><p>The name of the dataset, e.g. <code>Soil 1</code></p></dd> - - <dt><code>data</code></dt> -<dd><p>A data frame with the data in the form expected by <code><a href="mkinfit.html">mkinfit</a></code></p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</h2> - - -<p>Austria (2015). Ethofumesate Renewal Assessment Report Volume 3 Annex B.8 (AS)</p> -<p>Belgium (2014). Isofetamid (IKF-5411) Draft Assessment Report Volume 3 Annex B.8 (AS)</p> -<p>France (2015). Imazamox Draft Renewal Assessment Report Volume 3 Annex B.8 (AS)</p> -<p>FOCUS (2014) “Generic guidance for Estimating Persistence and - Degradation Kinetics from Environmental Fate Studies on Pesticides in EU - Registration” Report of the FOCUS Work Group on Degradation Kinetics, - Version 1.1, 18 December 2014 - <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>Germany (2013). Renewal Assessment Report Glyphosate Volume 3 Annex B.8: Environmental Fate - and Behaviour</p> -<p>Hellas (2013). Renewal Assessment Report 2,4-D Volume 3 Annex B.8: Fate and behaviour in the - environment</p> -<p>Ranke (2019) Documentation of results obtained for the error model expertise - written for the German Umweltbundesamt.</p> -<p>United Kingdom (2014). Thifensulfuron-methyl - Annex B.8 (Volume 3) to the Report and Proposed - Decision of the United Kingdom made to the European Commission under Regulation (EC) No. - 1141/2010 for renewal of an active substance</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Model definitions</span></span></span> -<span class="r-in"><span><span class="va">sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span></span></span> -<span class="r-in"><span><span class="op">)</span></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></span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span></span></span> -<span class="r-in"><span><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">sfo_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> A2 <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> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span></span></span> -<span class="r-in"><span><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">dfop_sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"A2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> A2 <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> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span></span></span> -<span class="r-in"><span><span class="op">)</span></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><span class="va">d_1_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">1</span><span class="op">:</span><span class="fl">2</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></span> -<span class="r-in"><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">d_1_2</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">"Soil"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">f_1_2_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 class="st">"DFOP-SFO-SFO"</span> <span class="op">=</span> <span class="va">dfop_sfo_sfo</span><span class="op">)</span>, <span class="va">d_1_2</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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">f_1_2_tc</span>, resplot <span class="op">=</span> <span class="st">"errmod"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="experimental_data_for_UBA-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/f_time_norm_focus.html b/docs/dev/reference/f_time_norm_focus.html deleted file mode 100644 index b0722bc6..00000000 --- a/docs/dev/reference/f_time_norm_focus.html +++ /dev/null @@ -1,248 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Normalisation factors for aerobic soil degradation according to FOCUS guidance — f_time_norm_focus • 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="Normalisation factors for aerobic soil degradation according to FOCUS guidance — f_time_norm_focus"><meta property="og:description" content="Time step normalisation factors for aerobic soil degradation as described -in Appendix 8 to the FOCUS kinetics guidance (FOCUS 2014, p. 369)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Normalisation factors for aerobic soil degradation according to FOCUS guidance</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/f_time_norm_focus.R" class="external-link"><code>R/f_time_norm_focus.R</code></a></small> - <div class="hidden name"><code>f_time_norm_focus.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Time step normalisation factors for aerobic soil degradation as described -in Appendix 8 to the FOCUS kinetics guidance (FOCUS 2014, p. 369).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">f_time_norm_focus</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for numeric</span></span> -<span><span class="fu">f_time_norm_focus</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> moisture <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> field_moisture <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> temperature <span class="op">=</span> <span class="va">object</span>,</span> -<span> Q10 <span class="op">=</span> <span class="fl">2.58</span>,</span> -<span> walker <span class="op">=</span> <span class="fl">0.7</span>,</span> -<span> f_na <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkindsg</span></span> -<span><span class="fu">f_time_norm_focus</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> study_moisture_ref_source <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">"auto"</span>, <span class="st">"meta"</span>, <span class="st">"focus"</span><span class="op">)</span>,</span> -<span> Q10 <span class="op">=</span> <span class="fl">2.58</span>,</span> -<span> walker <span class="op">=</span> <span class="fl">0.7</span>,</span> -<span> f_na <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An object containing information used for the calculations</p></dd> - - -<dt>...</dt> -<dd><p>Currently not used</p></dd> - - -<dt>moisture</dt> -<dd><p>Numeric vector of moisture contents in \% w/w</p></dd> - - -<dt>field_moisture</dt> -<dd><p>Numeric vector of moisture contents at field capacity -(pF2) in \% w/w</p></dd> - - -<dt>temperature</dt> -<dd><p>Numeric vector of temperatures in °C</p></dd> - - -<dt>Q10</dt> -<dd><p>The Q10 value used for temperature normalisation</p></dd> - - -<dt>walker</dt> -<dd><p>The Walker exponent used for moisture normalisation</p></dd> - - -<dt>f_na</dt> -<dd><p>The factor to use for NA values. If set to NA, only factors -for complete cases will be returned.</p></dd> - - -<dt>study_moisture_ref_source</dt> -<dd><p>Source for the reference value -used to calculate the study moisture. If 'auto', preference is given -to a reference moisture given in the meta information, otherwise -the focus soil moisture for the soil class is used</p></dd> - -</dl></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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="focus_soil_moisture.html">focus_soil_moisture</a></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">f_time_norm_focus</span><span class="op">(</span><span class="fl">25</span>, <span class="fl">20</span>, <span class="fl">25</span><span class="op">)</span> <span class="co"># 1.37, compare FOCUS 2014 p. 184</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 1.373956</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">D24_2014</span><span class="op">$</span><span class="va">meta</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> study usda_soil_type study_moisture_ref_type</span> -<span class="r-out co"><span class="r-pr">#></span> Mississippi Cohen 1991 Silt loam <NA></span> -<span class="r-out co"><span class="r-pr">#></span> Fayette Liu and Adelfinskaya 2011 Silt loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> RefSol 03-G Liu and Adelfinskaya 2011 Loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> Site E1 Liu and Adelfinskaya 2011 Loam pF1</span> -<span class="r-out co"><span class="r-pr">#></span> Site I2 Liu and Adelfinskaya 2011 Loamy sand pF1</span> -<span class="r-out co"><span class="r-pr">#></span> rel_moisture temperature</span> -<span class="r-out co"><span class="r-pr">#></span> Mississippi NA 25</span> -<span class="r-out co"><span class="r-pr">#></span> Fayette 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> RefSol 03-G 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> Site E1 0.5 20</span> -<span class="r-out co"><span class="r-pr">#></span> Site I2 0.5 20</span> -<span class="r-in"><span><span class="co"># No moisture normalisation in the first dataset, so we use f_na = 1 to get</span></span></span> -<span class="r-in"><span><span class="co"># temperature only normalisation as in the EU evaluation</span></span></span> -<span class="r-in"><span><span class="fu">f_time_norm_focus</span><span class="op">(</span><span class="va">D24_2014</span>, study_moisture_ref_source <span class="op">=</span> <span class="st">"focus"</span>, f_na <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> $f_time_norm was (re)set to normalised values</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/focus_soil_moisture.html b/docs/dev/reference/focus_soil_moisture.html deleted file mode 100644 index cb4a035a..00000000 --- a/docs/dev/reference/focus_soil_moisture.html +++ /dev/null @@ -1,170 +0,0 @@ -<!DOCTYPE html> -<!-- 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>FOCUS default values for soil moisture contents at field capacity, MWHC and 1/3 bar — focus_soil_moisture • 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="FOCUS default values for soil moisture contents at field capacity, MWHC and 1/3 bar — focus_soil_moisture"><meta property="og:description" content="The value were transcribed from p. 36. The table assumes field capacity -corresponds to pF2, MWHC to pF 1 and 1/3 bar to pF 2.5."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>FOCUS default values for soil moisture contents at field capacity, MWHC and 1/3 bar</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/focus_soil_moisture.R" class="external-link"><code>R/focus_soil_moisture.R</code></a></small> - <div class="hidden name"><code>focus_soil_moisture.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The value were transcribed from p. 36. The table assumes field capacity -corresponds to pF2, MWHC to pF 1 and 1/3 bar to pF 2.5.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">focus_soil_moisture</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A matrix with upper case USDA soil classes as row names, and water tension -('pF1', 'pF2', 'pF 2.5') as column names</p> - </div> - <div id="source"> - <h2>Source</h2> - <p>Anonymous (2014) Generic Guidance for Tier 1 FOCUS Ground Water Assessment -Version 2.2, May 2014 <a href="https://esdac.jrc.ec.europa.eu/projects/ground-water" class="external-link">https://esdac.jrc.ec.europa.eu/projects/ground-water</a></p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">focus_soil_moisture</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> pF1 pF2 pF2.5</span> -<span class="r-out co"><span class="r-pr">#></span> Sand 24 12 7</span> -<span class="r-out co"><span class="r-pr">#></span> Loamy sand 24 14 9</span> -<span class="r-out co"><span class="r-pr">#></span> Sandy loam 27 19 15</span> -<span class="r-out co"><span class="r-pr">#></span> Sandy clay loam 28 22 18</span> -<span class="r-out co"><span class="r-pr">#></span> Clay loam 32 28 25</span> -<span class="r-out co"><span class="r-pr">#></span> Loam 31 25 21</span> -<span class="r-out co"><span class="r-pr">#></span> Silt loam 32 26 21</span> -<span class="r-out co"><span class="r-pr">#></span> Silty clay loam 34 30 27</span> -<span class="r-out co"><span class="r-pr">#></span> Silt 31 27 21</span> -<span class="r-out co"><span class="r-pr">#></span> Sandy clay 41 35 31</span> -<span class="r-out co"><span class="r-pr">#></span> Silty clay 44 40 36</span> -<span class="r-out co"><span class="r-pr">#></span> Clay 53 48 43</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/get_deg_func.html b/docs/dev/reference/get_deg_func.html deleted file mode 100644 index cf81a591..00000000 --- a/docs/dev/reference/get_deg_func.html +++ /dev/null @@ -1,147 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Retrieve a degradation function from the mmkin namespace — get_deg_func • 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="Retrieve a degradation function from the mmkin namespace — get_deg_func"><meta property="og:description" content="Retrieve a degradation function from the mmkin namespace"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Retrieve a degradation function from the mmkin namespace</h1> - <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>get_deg_func.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Retrieve a degradation function from the mmkin namespace</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">get_deg_func</span><span class="op">(</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="value"> - <h2>Value</h2> - - -<p>A function that was likely previously assigned from within -nlme.mmkin</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/hierarchical_kinetics.html b/docs/dev/reference/hierarchical_kinetics.html deleted file mode 100644 index 7ece90cc..00000000 --- a/docs/dev/reference/hierarchical_kinetics.html +++ /dev/null @@ -1,197 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Hierarchical kinetics template — hierarchical_kinetics • 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="Hierarchical kinetics template — hierarchical_kinetics"><meta property="og:description" content='R markdown format for setting up hierarchical kinetics based on a template -provided with the mkin package. This format is based on rmarkdown::pdf_document. -Chunk options are adapted. Echoing R code from code chunks and caching are -turned on per default. character for prepending output from code chunks is -set to the empty string, code tidying is off, figure alignment defaults to -centering, and positioning of figures is set to "H", which means that -figures will not move around in the document, but stay where the user -includes them.'><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.4</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Hierarchical kinetics template</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/hierarchical_kinetics.R" class="external-link"><code>R/hierarchical_kinetics.R</code></a></small> - <div class="hidden name"><code>hierarchical_kinetics.Rd</code></div> - </div> - - <div class="ref-description"> - <p>R markdown format for setting up hierarchical kinetics based on a template -provided with the mkin package. This format is based on <a href="https://pkgs.rstudio.com/rmarkdown/reference/pdf_document.html" class="external-link">rmarkdown::pdf_document</a>. -Chunk options are adapted. Echoing R code from code chunks and caching are -turned on per default. character for prepending output from code chunks is -set to the empty string, code tidying is off, figure alignment defaults to -centering, and positioning of figures is set to "H", which means that -figures will not move around in the document, but stay where the user -includes them.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">hierarchical_kinetics</span><span class="op">(</span><span class="va">...</span>, keep_tex <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>...</dt> -<dd><p>Arguments to <code><a href="https://pkgs.rstudio.com/rmarkdown/reference/pdf_document.html" class="external-link">rmarkdown::pdf_document</a></code></p></dd> - - -<dt>keep_tex</dt> -<dd><p>Keep the intermediate tex file used in the conversion to PDF</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>R Markdown output format to pass to -<code><a href="https://pkgs.rstudio.com/rmarkdown/reference/render.html" class="external-link">render</a></code></p> - - - </div> - <div id="details"> - <h2>Details</h2> - <p>The latter feature (positioning the figures with "H") depends on the LaTeX -package 'float'. In addition, the LaTeX package 'listing' is used in the -template for showing model fit summaries in the Appendix. This means that -the LaTeX packages 'float' and 'listing' need to be installed in the TeX -distribution used.</p> -<p>On Windows, the easiest way to achieve this (if no TeX distribution -is present before) is to install the 'tinytex' R package, to run -'tinytex::install_tinytex()' to get the basic tiny Tex distribution, -and then to run 'tinytex::tlmgr_install(c("float", "listing"))'.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><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/rstudio/rmarkdown" class="external-link">rmarkdown</a></span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># The following is now commented out after the relase of v1.2.3 for the generation</span></span></span> -<span class="r-in"><span><span class="co"># of online docs, as the command creates a directory and opens an editor</span></span></span> -<span class="r-in"><span><span class="co">#draft("example_analysis.rmd", template = "hierarchical_kinetics", package = "mkin")</span></span></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/illparms.html b/docs/dev/reference/illparms.html deleted file mode 100644 index 7bf6c1fe..00000000 --- a/docs/dev/reference/illparms.html +++ /dev/null @@ -1,253 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Method to get the names of ill-defined parameters — illparms • 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="Method to get the names of ill-defined parameters — illparms"><meta property="og:description" content="The method for generalised nonlinear regression fits as obtained -with mkinfit and mmkin checks if the degradation parameters -pass the Wald test (in degradation kinetics often simply called t-test) for -significant difference from zero. For this test, the parameterisation -without parameter transformations is used."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Method to get the names of ill-defined parameters</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/illparms.R" class="external-link"><code>R/illparms.R</code></a></small> - <div class="hidden name"><code>illparms.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The method for generalised nonlinear regression fits as obtained -with <a href="mkinfit.html">mkinfit</a> and <a href="mmkin.html">mmkin</a> checks if the degradation parameters -pass the Wald test (in degradation kinetics often simply called t-test) for -significant difference from zero. For this test, the parameterisation -without parameter transformations is used.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">illparms</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu">illparms</span><span class="op">(</span><span class="va">object</span>, conf.level <span class="op">=</span> <span class="fl">0.95</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for illparms.mkinfit</span></span> -<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> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">illparms</span><span class="op">(</span><span class="va">object</span>, conf.level <span class="op">=</span> <span class="fl">0.95</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for illparms.mmkin</span></span> -<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> -<span></span> -<span><span class="co"># S3 method for saem.mmkin</span></span> -<span><span class="fu">illparms</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> conf.level <span class="op">=</span> <span class="fl">0.95</span>,</span> -<span> random <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> errmod <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> slopes <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for illparms.saem.mmkin</span></span> -<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> -<span></span> -<span><span class="co"># S3 method for mhmkin</span></span> -<span><span class="fu">illparms</span><span class="op">(</span><span class="va">object</span>, conf.level <span class="op">=</span> <span class="fl">0.95</span>, random <span class="op">=</span> <span class="cn">TRUE</span>, errmod <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for illparms.mhmkin</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The object to investigate</p></dd> - - -<dt>...</dt> -<dd><p>For potential future extensions</p></dd> - - -<dt>conf.level</dt> -<dd><p>The confidence level for checking p values</p></dd> - - -<dt>x</dt> -<dd><p>The object to be printed</p></dd> - - -<dt>random</dt> -<dd><p>For hierarchical fits, should random effects be tested?</p></dd> - - -<dt>errmod</dt> -<dd><p>For hierarchical fits, should error model parameters be -tested?</p></dd> - - -<dt>slopes</dt> -<dd><p>For hierarchical <a href="saem.html">saem</a> fits using saemix as backend, -should slope parameters in the covariate model(starting with 'beta_') be -tested?</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>For <a href="mkinfit.html">mkinfit</a> or <a href="saem.html">saem</a> objects, a character vector of parameter -names. For <a href="mmkin.html">mmkin</a> or <a href="mhmkin.html">mhmkin</a> objects, a matrix like object of class -'illparms.mmkin' or 'illparms.mhmkin'.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>The method for hierarchical model fits, also known as nonlinear -mixed-effects model fits as obtained with <a href="saem.html">saem</a> and <a href="mhmkin.html">mhmkin</a> -checks if any of the confidence intervals for the random -effects expressed as standard deviations include zero, and if -the confidence intervals for the error model parameters include -zero.</p> - </div> - <div id="note"> - <h2>Note</h2> - <p>All return objects have printing methods. For the single fits, printing -does not output anything in the case no ill-defined parameters are found.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><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_A</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">illparms</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] "parent_0" "alpha" "beta" "sigma" </span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">fits</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span></span></span> -<span class="r-in"><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="op">)</span>,</span></span> -<span class="r-in"><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">"FOCUS A"</span> <span class="op">=</span> <span class="va">FOCUS_2006_A</span>,</span></span> -<span class="r-in"><span> <span class="st">"FOCUS C"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">illparms</span><span class="op">(</span><span class="va">fits</span><span class="op">)</span></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 FOCUS A FOCUS C</span> -<span class="r-out co"><span class="r-pr">#></span> SFO </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC parent_0, alpha, beta, sigma </span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/ilr.html b/docs/dev/reference/ilr.html deleted file mode 100644 index 94b23a76..00000000 --- a/docs/dev/reference/ilr.html +++ /dev/null @@ -1,210 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to perform isometric log-ratio transformation — ilr • 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="Function to perform isometric log-ratio transformation — ilr"><meta property="og:description" content="This implementation is a special case of the class of isometric log-ratio -transformations."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Function to perform isometric log-ratio transformation</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/ilr.R" class="external-link"><code>R/ilr.R</code></a></small> - <div class="hidden name"><code>ilr.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This implementation is a special case of the class of isometric log-ratio -transformations.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">ilr</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">invilr</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>A numeric vector. Naturally, the forward transformation is only -sensible for vectors with all elements being greater than zero.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The result of the forward or backward transformation. The returned -components always sum to 1 for the case of the inverse log-ratio -transformation.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Peter Filzmoser, Karel Hron (2008) Outlier Detection for -Compositional Data Using Robust Methods. Math Geosci 40 233-248</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Another implementation can be found in R package -<code>robCompositions</code>.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>René Lehmann and Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Order matters</span></span></span> -<span class="r-in"><span><span class="fu">ilr</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">0.1</span>, <span class="fl">1</span>, <span class="fl">10</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] -1.628174 -2.820079</span> -<span class="r-in"><span><span class="fu">ilr</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">10</span>, <span class="fl">1</span>, <span class="fl">0.1</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 1.628174 2.820079</span> -<span class="r-in"><span><span class="co"># Equal entries give ilr transformations with zeros as elements</span></span></span> -<span class="r-in"><span><span class="fu">ilr</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">3</span>, <span class="fl">3</span>, <span class="fl">3</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0 0</span> -<span class="r-in"><span><span class="co"># Almost equal entries give small numbers</span></span></span> -<span class="r-in"><span><span class="fu">ilr</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">0.3</span>, <span class="fl">0.4</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] -0.2034219 0.1174457</span> -<span class="r-in"><span><span class="co"># Only the ratio between the numbers counts, not their sum</span></span></span> -<span class="r-in"><span><span class="fu">invilr</span><span class="op">(</span><span class="fu">ilr</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">0.7</span>, <span class="fl">0.29</span>, <span class="fl">0.01</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.70 0.29 0.01</span> -<span class="r-in"><span><span class="fu">invilr</span><span class="op">(</span><span class="fu">ilr</span><span class="op">(</span><span class="fl">2.1</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">0.7</span>, <span class="fl">0.29</span>, <span class="fl">0.01</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.70 0.29 0.01</span> -<span class="r-in"><span><span class="co"># Inverse transformation of larger numbers gives unequal elements</span></span></span> -<span class="r-in"><span><span class="fu">invilr</span><span class="op">(</span><span class="op">-</span><span class="fl">10</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 7.213536e-07 9.999993e-01</span> -<span class="r-in"><span><span class="fu">invilr</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="op">-</span><span class="fl">10</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 7.207415e-07 9.991507e-01 8.486044e-04</span> -<span class="r-in"><span><span class="co"># The sum of the elements of the inverse ilr is 1</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu">invilr</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="op">-</span><span class="fl">10</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 1</span> -<span class="r-in"><span><span class="co"># This is why we do not need all elements of the inverse transformation to go back:</span></span></span> -<span class="r-in"><span><span class="va">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="fl">0.1</span>, <span class="fl">0.3</span>, <span class="fl">0.5</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">b</span> <span class="op"><-</span> <span class="fu">invilr</span><span class="op">(</span><span class="va">a</span><span class="op">)</span></span></span> -<span class="r-in"><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">b</span><span class="op">)</span> <span class="co"># Four elements</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 4</span> -<span class="r-in"><span><span class="fu">ilr</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="va">b</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">3</span><span class="op">]</span>, <span class="fl">1</span> <span class="op">-</span> <span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">b</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">3</span><span class="op">]</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="co"># Gives c(0.1, 0.3, 0.5)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.1 0.3 0.5</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/index.html b/docs/dev/reference/index.html deleted file mode 100644 index d1b789c3..00000000 --- a/docs/dev/reference/index.html +++ /dev/null @@ -1,528 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function reference • 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="Function reference"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-index"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.4</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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="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> - <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> - <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> - <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> - <p><code><a href="mhmkin.html">mhmkin()</a></code> <code><a href="mhmkin.html">`[`(<i><mhmkin></i>)</a></code> <code><a href="mhmkin.html">print(<i><mhmkin></i>)</a></code> </p> - </td> - <td><p>Fit nonlinear mixed-effects models built from one or more kinetic -degradation models and one or more error models</p></td> - </tr></tbody><tbody><tr><th colspan="2"> - <h2 id="generics">Generics <a href="#generics" class="anchor" aria-hidden="true"></a></h2> - <p class="section-desc"></p><p>Generic functions introduced by the package</p> - </th> - </tr></tbody><tbody><tr><td> - <p><code><a href="parms.html">parms()</a></code> </p> - </td> - <td><p>Extract model parameters</p></td> - </tr><tr><td> - <p><code><a href="status.html">status()</a></code> <code><a href="status.html">print(<i><status.mmkin></i>)</a></code> <code><a href="status.html">print(<i><status.mhmkin></i>)</a></code> </p> - </td> - <td><p>Method to get status information for fit array objects</p></td> - </tr><tr><td> - <p><code><a href="illparms.html">illparms()</a></code> <code><a href="illparms.html">print(<i><illparms.mkinfit></i>)</a></code> <code><a href="illparms.html">print(<i><illparms.mmkin></i>)</a></code> <code><a href="illparms.html">print(<i><illparms.saem.mmkin></i>)</a></code> <code><a href="illparms.html">print(<i><illparms.mhmkin></i>)</a></code> </p> - </td> - <td><p>Method to get the names of ill-defined parameters</p></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> - <p><code><a href="aw.html">aw()</a></code> </p> - </td> - <td><p>Calculate Akaike weights for model averaging</p></td> - </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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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="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> - <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> - <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> - <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><tr><td> - <p><code><a href="summary.mmkin.html">summary(<i><mmkin></i>)</a></code> <code><a href="summary.mmkin.html">print(<i><summary.mmkin></i>)</a></code> </p> - </td> - <td><p>Summary method for class "mmkin"</p></td> - </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 hierarchical models</p> - </th> - </tr></tbody><tbody><tr><td> - <p><code><a href="hierarchical_kinetics.html">hierarchical_kinetics()</a></code> </p> - </td> - <td><p>Hierarchical kinetics template</p></td> - </tr><tr><td> - <p><code><a href="read_spreadsheet.html">read_spreadsheet()</a></code> </p> - </td> - <td><p>Read datasets and relevant meta information from a spreadsheet file</p></td> - </tr><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> - <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> - <p><code><a href="mhmkin.html">mhmkin()</a></code> <code><a href="mhmkin.html">`[`(<i><mhmkin></i>)</a></code> <code><a href="mhmkin.html">print(<i><mhmkin></i>)</a></code> </p> - </td> - <td><p>Fit nonlinear mixed-effects models built from one or more kinetic -degradation models and one or more error models</p></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> - <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> - <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> - <p><code><a href="anova.saem.mmkin.html">anova(<i><saem.mmkin></i>)</a></code> </p> - </td> - <td><p>Anova method for saem.mmkin objects</p></td> - </tr><tr><td> - <p><code><a href="logLik.saem.mmkin.html">logLik(<i><saem.mmkin></i>)</a></code> </p> - </td> - <td><p>logLik method for saem.mmkin objects</p></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> - <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> - <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> - <p><code><a href="reexports.html">reexports</a></code> <code><a href="reexports.html">intervals</a></code> <code><a href="reexports.html">lrtest</a></code> <code><a href="reexports.html">nlme</a></code> </p> - </td> - <td><p>Objects exported from other packages</p></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> - <p><code><a href="multistart.html">multistart()</a></code> <code><a href="multistart.html">print(<i><multistart></i>)</a></code> <code><a href="multistart.html">best()</a></code> <code><a href="multistart.html">which.best()</a></code> </p> - </td> - <td><p>Perform a hierarchical model fit with multiple starting values</p></td> - </tr><tr><td> - <p><code><a href="llhist.html">llhist()</a></code> </p> - </td> - <td><p>Plot the distribution of log likelihoods from multistart objects</p></td> - </tr><tr><td> - <p><code><a href="parplot.html">parplot()</a></code> </p> - </td> - <td><p>Plot parameter variability of multistart objects</p></td> - </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> - <p><code><a href="ds_mixed.html">ds_mixed</a></code> <code><a href="ds_mixed.html">ds_sfo</a></code> <code><a href="ds_mixed.html">ds_fomc</a></code> <code><a href="ds_mixed.html">ds_dfop</a></code> <code><a href="ds_mixed.html">ds_hs</a></code> <code><a href="ds_mixed.html">ds_dfop_sfo</a></code> </p> - </td> - <td><p>Synthetic data for hierarchical kinetic degradation models</p></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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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="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> - <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> - <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="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> - <p><code><a href="summary_listing.html">summary_listing()</a></code> <code><a href="summary_listing.html">tex_listing()</a></code> <code><a href="summary_listing.html">html_listing()</a></code> </p> - </td> - <td><p>Display the output of a summary function according to the output format</p></td> - </tr><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> - <p><code><a href="set_nd_nq.html">set_nd_nq()</a></code> <code><a href="set_nd_nq.html">set_nd_nq_focus()</a></code> </p> - </td> - <td><p>Set non-detects and unquantified values in residue series without replicates</p></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> - <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> - <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="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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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> - <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="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> - <p><code><a href="SFO.solution.html">SFO.solution()</a></code> </p> - </td> - <td><p>Single First-Order kinetics</p></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> - <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> - <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> - <p><code><a href="HS.solution.html">HS.solution()</a></code> </p> - </td> - <td><p>Hockey-Stick kinetics</p></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> - <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="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> - <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> - <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="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> - <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> - </tr></tbody></table></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/intervals.nlmixr.mmkin.html b/docs/dev/reference/intervals.nlmixr.mmkin.html deleted file mode 100644 index 14f11c0c..00000000 --- a/docs/dev/reference/intervals.nlmixr.mmkin.html +++ /dev/null @@ -1,132 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Confidence intervals for parameters in nlmixr.mmkin objects — intervals.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" 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="Confidence intervals for parameters in nlmixr.mmkin objects — intervals.nlmixr.mmkin"><meta property="og:description" content="Confidence intervals for parameters in nlmixr.mmkin objects"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.0</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>Confidence intervals for parameters in nlmixr.mmkin objects</p> - </div> - - <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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <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> - - - - - - - </body></html> - diff --git a/docs/dev/reference/intervals.saem.mmkin.html b/docs/dev/reference/intervals.saem.mmkin.html deleted file mode 100644 index a566ee8d..00000000 --- a/docs/dev/reference/intervals.saem.mmkin.html +++ /dev/null @@ -1,169 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Confidence intervals for parameters in saem.mmkin objects — intervals.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="Confidence intervals for parameters in saem.mmkin objects — intervals.saem.mmkin"><meta property="og:description" content="Confidence intervals for parameters in saem.mmkin objects"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>Confidence intervals for parameters in saem.mmkin objects</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> -<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></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/llhist.html b/docs/dev/reference/llhist.html deleted file mode 100644 index 2b5afa25..00000000 --- a/docs/dev/reference/llhist.html +++ /dev/null @@ -1,168 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot the distribution of log likelihoods from multistart objects — llhist • 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="Plot the distribution of log likelihoods from multistart objects — llhist"><meta property="og:description" content="Produces a histogram of log-likelihoods. In addition, the likelihood of the -original fit is shown as a red vertical line."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot the distribution of log likelihoods from multistart objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/llhist.R" class="external-link"><code>R/llhist.R</code></a></small> - <div class="hidden name"><code>llhist.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Produces a histogram of log-likelihoods. In addition, the likelihood of the -original fit is shown as a red vertical line.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">llhist</span><span class="op">(</span><span class="va">object</span>, breaks <span class="op">=</span> <span class="st">"Sturges"</span>, lpos <span class="op">=</span> <span class="st">"topleft"</span>, main <span class="op">=</span> <span class="st">""</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The <a href="multistart.html">multistart</a> object</p></dd> - - -<dt>breaks</dt> -<dd><p>Passed to <a href="https://rdrr.io/r/graphics/hist.html" class="external-link">hist</a></p></dd> - - -<dt>lpos</dt> -<dd><p>Positioning of the legend.</p></dd> - - -<dt>main</dt> -<dd><p>Title of the plot</p></dd> - - -<dt>...</dt> -<dd><p>Passed to <a href="https://rdrr.io/r/graphics/hist.html" class="external-link">hist</a></p></dd> - -</dl></div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="multistart.html">multistart</a></p></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/loftest-1.png b/docs/dev/reference/loftest-1.png Binary files differdeleted file mode 100644 index 750a2acf..00000000 --- a/docs/dev/reference/loftest-1.png +++ /dev/null diff --git a/docs/dev/reference/loftest-2.png b/docs/dev/reference/loftest-2.png Binary files differdeleted file mode 100644 index d12c26e7..00000000 --- a/docs/dev/reference/loftest-2.png +++ /dev/null diff --git a/docs/dev/reference/loftest-3.png b/docs/dev/reference/loftest-3.png Binary files differdeleted file mode 100644 index 9f45c74d..00000000 --- a/docs/dev/reference/loftest-3.png +++ /dev/null diff --git a/docs/dev/reference/loftest-4.png b/docs/dev/reference/loftest-4.png Binary files differdeleted file mode 100644 index 3beb9d1a..00000000 --- a/docs/dev/reference/loftest-4.png +++ /dev/null diff --git a/docs/dev/reference/loftest-5.png b/docs/dev/reference/loftest-5.png Binary files differdeleted file mode 100644 index 1a3aaeea..00000000 --- a/docs/dev/reference/loftest-5.png +++ /dev/null diff --git a/docs/dev/reference/loftest.html b/docs/dev/reference/loftest.html deleted file mode 100644 index 871dfc88..00000000 --- a/docs/dev/reference/loftest.html +++ /dev/null @@ -1,342 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Lack-of-fit test for models fitted to data with replicates — loftest • 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="Lack-of-fit test for models fitted to data with replicates — loftest"><meta property="og:description" content="This is a generic function with a method currently only defined for mkinfit -objects. It fits an anova model to the data contained in the object and -compares the likelihoods using the likelihood ratio test -lrtest.default from the lmtest package."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Lack-of-fit test for models fitted to data with replicates</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/loftest.R" class="external-link"><code>R/loftest.R</code></a></small> - <div class="hidden name"><code>loftest.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This is a generic function with a method currently only defined for mkinfit -objects. It fits an anova model to the data contained in the object and -compares the likelihoods using the likelihood ratio test -<code><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest.default</a></code> from the lmtest package.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">loftest</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu">loftest</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A model object with a defined loftest method</p></dd> - - -<dt>...</dt> -<dd><p>Not used</p></dd> - -</dl></div> - <div id="details"> - <h2>Details</h2> - <p>The anova model is interpreted as the simplest form of an mkinfit model, -assuming only a constant variance about the means, but not enforcing any -structure of the means, so we have one model parameter for every mean -of replicate samples.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>lrtest</p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">test_data</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">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 class="va">name</span> <span class="op">==</span> <span class="st">"parent"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">sfo_fit</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">test_data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">sfo_fit</span><span class="op">)</span> <span class="co"># We see a clear pattern in the residuals</span></span></span> -<span class="r-plt img"><img src="loftest-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">loftest</span><span class="op">(</span><span class="va">sfo_fit</span><span class="op">)</span> <span class="co"># We have a clear lack of fit</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: ANOVA with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 10 -40.710 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 3 -63.954 -7 46.487 7.027e-08 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># We try a different model (the one that was used to generate the data)</span></span></span> -<span class="r-in"><span><span class="va">dfop_fit</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">test_data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">dfop_fit</span><span class="op">)</span> <span class="co"># We don't see systematic deviations, but heteroscedastic residuals</span></span></span> -<span class="r-plt img"><img src="loftest-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># therefore we should consider adapting the error model, although we have</span></span></span> -<span class="r-in"><span><span class="fu">loftest</span><span class="op">(</span><span class="va">dfop_fit</span><span class="op">)</span> <span class="co"># no lack of fit</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: ANOVA with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: DFOP with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq)</span> -<span class="r-out co"><span class="r-pr">#></span> 1 10 -40.710 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 5 -42.453 -5 3.485 0.6257</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># This is the anova model used internally for the comparison</span></span></span> -<span class="r-in"><span><span class="va">test_data_anova</span> <span class="op"><-</span> <span class="va">test_data</span></span></span> -<span class="r-in"><span><span class="va">test_data_anova</span><span class="op">$</span><span class="va">time</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="va">test_data_anova</span><span class="op">$</span><span class="va">time</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">anova_fit</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/lm.html" class="external-link">lm</a></span><span class="op">(</span><span class="va">value</span> <span class="op">~</span> <span class="va">time</span>, data <span class="op">=</span> <span class="va">test_data_anova</span><span class="op">)</span></span></span> -<span class="r-in"><span><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">anova_fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Call:</span> -<span class="r-out co"><span class="r-pr">#></span> lm(formula = value ~ time, data = test_data_anova)</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Residuals:</span> -<span class="r-out co"><span class="r-pr">#></span> Min 1Q Median 3Q Max </span> -<span class="r-out co"><span class="r-pr">#></span> -6.1000 -0.5625 0.0000 0.5625 6.1000 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Coefficients:</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error t value Pr(>|t|) </span> -<span class="r-out co"><span class="r-pr">#></span> (Intercept) 103.150 2.323 44.409 7.44e-12 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time1 -19.950 3.285 -6.073 0.000185 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time3 -50.800 3.285 -15.465 8.65e-08 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time7 -68.500 3.285 -20.854 6.28e-09 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time14 -79.750 3.285 -24.278 1.63e-09 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time28 -86.000 3.285 -26.181 8.35e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time60 -94.900 3.285 -28.891 3.48e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time90 -98.500 3.285 -29.986 2.49e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time120 -100.450 3.285 -30.580 2.09e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Residual standard error: 3.285 on 9 degrees of freedom</span> -<span class="r-out co"><span class="r-pr">#></span> Multiple R-squared: 0.9953, Adjusted R-squared: 0.9912 </span> -<span class="r-out co"><span class="r-pr">#></span> F-statistic: 240.5 on 8 and 9 DF, p-value: 1.417e-09</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/logLik.html" class="external-link">logLik</a></span><span class="op">(</span><span class="va">anova_fit</span><span class="op">)</span> <span class="co"># We get the same likelihood and degrees of freedom</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 'log Lik.' -40.71015 (df=10)</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="va">test_data_2</span> <span class="op"><-</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></span></span> -<span class="r-in"><span><span class="va">m_synth_SFO_lin</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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><span class="va">sfo_lin_fit</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_synth_SFO_lin</span>, <span class="va">test_data_2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">sfo_lin_fit</span><span class="op">)</span> <span class="co"># not a good model, we try parallel formation</span></span></span> -<span class="r-plt img"><img src="loftest-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">loftest</span><span class="op">(</span><span class="va">sfo_lin_fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: ANOVA with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: m_synth_SFO_lin with error model const and fixed parameter(s) M1_0, M2_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 28 -93.606 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 7 -171.927 -21 156.64 < 2.2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="va">m_synth_SFO_par</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"SFO"</span>, to <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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><span class="va">sfo_par_fit</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_synth_SFO_par</span>, <span class="va">test_data_2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">sfo_par_fit</span><span class="op">)</span> <span class="co"># much better for metabolites</span></span></span> -<span class="r-plt img"><img src="loftest-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">loftest</span><span class="op">(</span><span class="va">sfo_par_fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: ANOVA with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: m_synth_SFO_par with error model const and fixed parameter(s) M1_0, M2_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 28 -93.606 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 7 -156.331 -21 125.45 < 2.2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="va">m_synth_DFOP_par</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"DFOP"</span>, to <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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><span class="va">dfop_par_fit</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">test_data_2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">dfop_par_fit</span><span class="op">)</span> <span class="co"># No visual lack of fit</span></span></span> -<span class="r-plt img"><img src="loftest-5.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">loftest</span><span class="op">(</span><span class="va">dfop_par_fit</span><span class="op">)</span> <span class="co"># no lack of fit found by the test</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: ANOVA with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: m_synth_DFOP_par with error model const and fixed parameter(s) M1_0, M2_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq)</span> -<span class="r-out co"><span class="r-pr">#></span> 1 28 -93.606 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 9 -102.763 -19 18.313 0.5016</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># The anova model used for comparison in the case of transformation products</span></span></span> -<span class="r-in"><span><span class="va">test_data_anova_2</span> <span class="op"><-</span> <span class="va">dfop_par_fit</span><span class="op">$</span><span class="va">data</span></span></span> -<span class="r-in"><span><span class="va">test_data_anova_2</span><span class="op">$</span><span class="va">variable</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="va">test_data_anova_2</span><span class="op">$</span><span class="va">variable</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">test_data_anova_2</span><span class="op">$</span><span class="va">time</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="va">test_data_anova_2</span><span class="op">$</span><span class="va">time</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">anova_fit_2</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/lm.html" class="external-link">lm</a></span><span class="op">(</span><span class="va">observed</span> <span class="op">~</span> <span class="va">time</span><span class="op">:</span><span class="va">variable</span> <span class="op">-</span> <span class="fl">1</span>, data <span class="op">=</span> <span class="va">test_data_anova_2</span><span class="op">)</span></span></span> -<span class="r-in"><span><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">anova_fit_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Call:</span> -<span class="r-out co"><span class="r-pr">#></span> lm(formula = observed ~ time:variable - 1, data = test_data_anova_2)</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Residuals:</span> -<span class="r-out co"><span class="r-pr">#></span> Min 1Q Median 3Q Max </span> -<span class="r-out co"><span class="r-pr">#></span> -6.1000 -0.5875 0.0000 0.5875 6.1000 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Coefficients: (2 not defined because of singularities)</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error t value Pr(>|t|) </span> -<span class="r-out co"><span class="r-pr">#></span> time0:variableparent 103.150 1.573 65.562 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time1:variableparent 83.200 1.573 52.882 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time3:variableparent 52.350 1.573 33.274 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time7:variableparent 34.650 1.573 22.024 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time14:variableparent 23.400 1.573 14.873 6.35e-14 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time28:variableparent 17.150 1.573 10.901 5.47e-11 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time60:variableparent 8.250 1.573 5.244 1.99e-05 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time90:variableparent 4.650 1.573 2.956 0.006717 ** </span> -<span class="r-out co"><span class="r-pr">#></span> time120:variableparent 2.700 1.573 1.716 0.098507 . </span> -<span class="r-out co"><span class="r-pr">#></span> time0:variableM1 NA NA NA NA </span> -<span class="r-out co"><span class="r-pr">#></span> time1:variableM1 11.850 1.573 7.532 6.93e-08 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time3:variableM1 22.700 1.573 14.428 1.26e-13 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time7:variableM1 33.050 1.573 21.007 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time14:variableM1 31.250 1.573 19.863 < 2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time28:variableM1 18.900 1.573 12.013 7.02e-12 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time60:variableM1 7.550 1.573 4.799 6.28e-05 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time90:variableM1 3.850 1.573 2.447 0.021772 * </span> -<span class="r-out co"><span class="r-pr">#></span> time120:variableM1 2.050 1.573 1.303 0.204454 </span> -<span class="r-out co"><span class="r-pr">#></span> time0:variableM2 NA NA NA NA </span> -<span class="r-out co"><span class="r-pr">#></span> time1:variableM2 6.700 1.573 4.259 0.000254 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time3:variableM2 16.750 1.573 10.646 8.93e-11 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time7:variableM2 25.800 1.573 16.399 6.89e-15 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time14:variableM2 28.600 1.573 18.178 6.35e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time28:variableM2 25.400 1.573 16.144 9.85e-15 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time60:variableM2 21.600 1.573 13.729 3.81e-13 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time90:variableM2 17.800 1.573 11.314 2.51e-11 ***</span> -<span class="r-out co"><span class="r-pr">#></span> time120:variableM2 14.100 1.573 8.962 2.79e-09 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Residual standard error: 2.225 on 25 degrees of freedom</span> -<span class="r-out co"><span class="r-pr">#></span> Multiple R-squared: 0.9979, Adjusted R-squared: 0.9957 </span> -<span class="r-out co"><span class="r-pr">#></span> F-statistic: 469.2 on 25 and 25 DF, p-value: < 2.2e-16</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/logLik.mkinfit.html b/docs/dev/reference/logLik.mkinfit.html deleted file mode 100644 index e51a52eb..00000000 --- a/docs/dev/reference/logLik.mkinfit.html +++ /dev/null @@ -1,204 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Calculated the log-likelihood of a fitted mkinfit object — logLik.mkinfit • 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="Calculated the log-likelihood of a fitted mkinfit object — logLik.mkinfit"><meta property="og:description" content="This function returns the product of the likelihood densities of each -observed value, as calculated as part of the fitting procedure using -dnorm, i.e. assuming normal distribution, and with the means -predicted by the degradation model, and the standard deviations predicted by -the error model."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Calculated the log-likelihood of a fitted mkinfit object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/logLik.mkinfit.R" class="external-link"><code>R/logLik.mkinfit.R</code></a></small> - <div class="hidden name"><code>logLik.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function returns the product of the likelihood densities of each -observed value, as calculated as part of the fitting procedure using -<code><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">dnorm</a></code>, i.e. assuming normal distribution, and with the means -predicted by the degradation model, and the standard deviations predicted by -the error model.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/logLik.html" class="external-link">logLik</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An object of class <code><a href="mkinfit.html">mkinfit</a></code>.</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 of class <code><a href="https://rdrr.io/r/stats/logLik.html" class="external-link">logLik</a></code> with the number of estimated -parameters (degradation model parameters plus variance model parameters) -as attribute.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>The total number of estimated parameters returned with the value of the -likelihood is calculated as the sum of fitted degradation model parameters -and the fitted error model parameters.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Compare the AIC of columns of <code><a href="mmkin.html">mmkin</a></code> objects using -<code><a href="AIC.mmkin.html">AIC.mmkin</a></code>.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="va">sfo_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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>, to <span class="op">=</span> <span class="st">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><span> <span class="op">)</span></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> <span class="va">d_t</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">f_nw</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">d_t</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> <span class="co"># no weighting (weights are unity)</span></span></span> -<span class="r-in"><span> <span class="va">f_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_nw</span>, error_model <span class="op">=</span> <span class="st">"obs"</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">f_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_nw</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span></span> -<span class="r-in"><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_nw</span>, <span class="va">f_obs</span>, <span class="va">f_tc</span><span class="op">)</span></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_nw 5 204.4486</span> -<span class="r-out co"><span class="r-pr">#></span> f_obs 6 205.8727</span> -<span class="r-out co"><span class="r-pr">#></span> f_tc 6 141.9656</span> -<span class="r-in"><span> <span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/logLik.saem.mmkin.html b/docs/dev/reference/logLik.saem.mmkin.html deleted file mode 100644 index 6d0102c1..00000000 --- a/docs/dev/reference/logLik.saem.mmkin.html +++ /dev/null @@ -1,155 +0,0 @@ -<!DOCTYPE html> -<!-- 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>logLik method for saem.mmkin objects — logLik.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="logLik method for saem.mmkin objects — logLik.saem.mmkin"><meta property="og:description" content="logLik method for saem.mmkin objects"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>logLik method for saem.mmkin objects</h1> - <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>logLik.saem.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>logLik method for saem.mmkin objects</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/logLik.html" class="external-link">logLik</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</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">"is"</span>, <span class="st">"lin"</span>, <span class="st">"gq"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The fitted <a href="saem.html">saem.mmkin</a> object</p></dd> - - -<dt>...</dt> -<dd><p>Passed to <a href="https://rdrr.io/pkg/saemix/man/logLik.html" class="external-link">saemix::logLik.SaemixObject</a></p></dd> - - -<dt>method</dt> -<dd><p>Passed to <a href="https://rdrr.io/pkg/saemix/man/logLik.html" class="external-link">saemix::logLik.SaemixObject</a></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/logistic.solution-1.png b/docs/dev/reference/logistic.solution-1.png Binary files differdeleted file mode 100644 index 23c031de..00000000 --- a/docs/dev/reference/logistic.solution-1.png +++ /dev/null diff --git a/docs/dev/reference/logistic.solution-2.png b/docs/dev/reference/logistic.solution-2.png Binary files differdeleted file mode 100644 index b56db0cb..00000000 --- a/docs/dev/reference/logistic.solution-2.png +++ /dev/null diff --git a/docs/dev/reference/logistic.solution.html b/docs/dev/reference/logistic.solution.html deleted file mode 100644 index 9cfebf03..00000000 --- a/docs/dev/reference/logistic.solution.html +++ /dev/null @@ -1,253 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Logistic kinetics — logistic.solution • 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="Logistic kinetics — logistic.solution"><meta property="og:description" content="Function describing exponential decline from a defined starting value, with -an increasing rate constant, supposedly caused by microbial growth"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Logistic kinetics</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parent_solutions.R" class="external-link"><code>R/parent_solutions.R</code></a></small> - <div class="hidden name"><code>logistic.solution.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing exponential decline from a defined starting value, with -an increasing rate constant, supposedly caused by microbial growth</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">logistic.solution</span><span class="op">(</span><span class="va">t</span>, <span class="va">parent_0</span>, <span class="va">kmax</span>, <span class="va">k0</span>, <span class="va">r</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>t</dt> -<dd><p>Time.</p></dd> - - -<dt>parent_0</dt> -<dd><p>Starting value for the response variable at time zero.</p></dd> - - -<dt>kmax</dt> -<dd><p>Maximum rate constant.</p></dd> - - -<dt>k0</dt> -<dd><p>Minimum rate constant effective at time zero.</p></dd> - - -<dt>r</dt> -<dd><p>Growth rate of the increase in the rate constant.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The value of the response variable at time <code>t</code>.</p> - </div> - <div id="note"> - <h2>Note</h2> - <p>The solution of the logistic model reduces to the -<code><a href="SFO.solution.html">SFO.solution</a></code> if <code>k0</code> is equal to <code>kmax</code>.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a> -FOCUS (2014) “Generic guidance for Estimating Persistence -and Degradation Kinetics from Environmental Fate Studies on Pesticides in -EU Registration” Report of the FOCUS Work Group on Degradation Kinetics, -Version 1.1, 18 December 2014 -<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="see-also"> - <h2>See also</h2> - <div class="dont-index"><p>Other parent solutions: -<code><a href="DFOP.solution.html">DFOP.solution</a>()</code>, -<code><a href="FOMC.solution.html">FOMC.solution</a>()</code>, -<code><a href="HS.solution.html">HS.solution</a>()</code>, -<code><a href="IORE.solution.html">IORE.solution</a>()</code>, -<code><a href="SFO.solution.html">SFO.solution</a>()</code>, -<code><a href="SFORB.solution.html">SFORB.solution</a>()</code></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># Reproduce the plot on page 57 of FOCUS (2014)</span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">logistic.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.08</span>, <span class="fl">0.0001</span>, <span class="fl">0.2</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">100</span>, ylim <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">100</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> xlab <span class="op">=</span> <span class="st">"Time"</span>, ylab <span class="op">=</span> <span class="st">"Residue"</span><span class="op">)</span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">logistic.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.08</span>, <span class="fl">0.0001</span>, <span class="fl">0.4</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">100</span>, add <span class="op">=</span> <span class="cn">TRUE</span>, lty <span class="op">=</span> <span class="fl">2</span>, col <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">logistic.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.08</span>, <span class="fl">0.0001</span>, <span class="fl">0.8</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">100</span>, add <span class="op">=</span> <span class="cn">TRUE</span>, lty <span class="op">=</span> <span class="fl">3</span>, col <span class="op">=</span> <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">logistic.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.08</span>, <span class="fl">0.001</span>, <span class="fl">0.2</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">100</span>, add <span class="op">=</span> <span class="cn">TRUE</span>, lty <span class="op">=</span> <span class="fl">4</span>, col <span class="op">=</span> <span class="fl">4</span><span class="op">)</span></span></span> -<span class="r-in"><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="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu">logistic.solution</span><span class="op">(</span><span class="va">x</span>, <span class="fl">100</span>, <span class="fl">0.08</span>, <span class="fl">0.08</span>, <span class="fl">0.2</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">100</span>, add <span class="op">=</span> <span class="cn">TRUE</span>, lty <span class="op">=</span> <span class="fl">5</span>, col <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/graphics/legend.html" class="external-link">legend</a></span><span class="op">(</span><span class="st">"topright"</span>, inset <span class="op">=</span> <span class="fl">0.05</span>,</span></span> -<span class="r-in"><span> legend <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">"k0 = "</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">0.0001</span>, <span class="fl">0.0001</span>, <span class="fl">0.0001</span>, <span class="fl">0.001</span>, <span class="fl">0.08</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="st">", r = "</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">0.2</span>, <span class="fl">0.4</span>, <span class="fl">0.8</span>, <span class="fl">0.2</span>, <span class="fl">0.2</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> lty <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, col <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="logistic.solution-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># Fit with synthetic data</span></span></span> -<span class="r-in"><span> <span class="va">logistic</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">"logistic"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">parms_logistic</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>kmax <span class="op">=</span> <span class="fl">0.08</span>, k0 <span class="op">=</span> <span class="fl">0.0001</span>, r <span class="op">=</span> <span class="fl">0.2</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">d_logistic</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">logistic</span>,</span></span> -<span class="r-in"><span> <span class="va">parms_logistic</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>,</span></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">d_2_1</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_logistic</span>,</span></span> -<span class="r-in"><span> sdfunc <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="sigma_twocomp.html">sigma_twocomp</a></span><span class="op">(</span><span class="va">x</span>, <span class="fl">0.5</span>, <span class="fl">0.07</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> n <span class="op">=</span> <span class="fl">1</span>, reps <span class="op">=</span> <span class="fl">2</span>, digits <span class="op">=</span> <span class="fl">5</span>, LOD <span class="op">=</span> <span class="fl">0.1</span>, seed <span class="op">=</span> <span class="fl">123456</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="va">m</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"logistic"</span>, <span class="va">d_2_1</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">m</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="logistic.solution-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <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</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.057896e+02 1.9023449590 55.610120 3.768360e-16 1.016451e+02</span> -<span class="r-out co"><span class="r-pr">#></span> kmax 6.398190e-02 0.0143201029 4.467978 3.841828e-04 3.929235e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k0 1.612775e-04 0.0005866813 0.274898 3.940351e-01 5.846688e-08</span> -<span class="r-out co"><span class="r-pr">#></span> r 2.263946e-01 0.1718110662 1.317695 1.061043e-01 4.335843e-02</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.332935e+00 0.9145907310 5.830952 4.036926e-05 3.340213e+00</span> -<span class="r-out co"><span class="r-pr">#></span> Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 109.9341588</span> -<span class="r-out co"><span class="r-pr">#></span> kmax 0.1041853</span> -<span class="r-out co"><span class="r-pr">#></span> k0 0.4448749</span> -<span class="r-out co"><span class="r-pr">#></span> r 1.1821120</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 7.3256566</span> -<span class="r-in"><span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">m</span><span class="op">)</span><span class="op">$</span><span class="va">distimes</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50_k0 DT50_kmax</span> -<span class="r-out co"><span class="r-pr">#></span> parent 36.86533 62.41511 4297.853 10.83349</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/lrtest.mkinfit.html b/docs/dev/reference/lrtest.mkinfit.html deleted file mode 100644 index d59590c0..00000000 --- a/docs/dev/reference/lrtest.mkinfit.html +++ /dev/null @@ -1,233 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Likelihood ratio test for mkinfit models — lrtest.mkinfit • 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="Likelihood ratio test for mkinfit models — lrtest.mkinfit"><meta property="og:description" content="Compare two mkinfit models based on their likelihood. If two fitted -mkinfit objects are given as arguments, it is checked if they have been -fitted to the same data. It is the responsibility of the user to make sure -that the models are nested, i.e. one of them has less degrees of freedom -and can be expressed by fixing the parameters of the other."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Likelihood ratio test for mkinfit models</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/lrtest.mkinfit.R" class="external-link"><code>R/lrtest.mkinfit.R</code></a></small> - <div class="hidden name"><code>lrtest.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Compare two mkinfit models based on their likelihood. If two fitted -mkinfit objects are given as arguments, it is checked if they have been -fitted to the same data. It is the responsibility of the user to make sure -that the models are nested, i.e. one of them has less degrees of freedom -and can be expressed by fixing the parameters of the other.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">object</span>, object_2 <span class="op">=</span> <span class="cn">NULL</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An <code><a href="mkinfit.html">mkinfit</a></code> object, or an <code><a href="mmkin.html">mmkin</a></code> column -object containing two fits to the same data.</p></dd> - - -<dt>object_2</dt> -<dd><p>Optionally, another mkinfit object fitted to the same data.</p></dd> - - -<dt>...</dt> -<dd><p>Argument to <code><a href="mkinfit.html">mkinfit</a></code>, passed to -<code><a href="update.mkinfit.html">update.mkinfit</a></code> for creating the alternative fitted object.</p></dd> - -</dl></div> - <div id="details"> - <h2>Details</h2> - <p>Alternatively, an argument to mkinfit can be given which is then passed -to <code><a href="update.mkinfit.html">update.mkinfit</a></code> to obtain the alternative model.</p> -<p>The comparison is then made by the <code><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest.default</a></code> -method from the lmtest package. The model with the higher number of fitted -parameters (alternative hypothesis) is listed first, then the model with the -lower number of fitted parameters (null hypothesis).</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">test_data</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">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 class="va">name</span> <span class="op">==</span> <span class="st">"parent"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">sfo_fit</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">test_data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">dfop_fit</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">test_data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">dfop_fit</span>, <span class="va">sfo_fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: DFOP with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 5 -42.453 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 3 -63.954 -2 43.002 4.594e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">sfo_fit</span>, <span class="va">dfop_fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: DFOP with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 5 -42.453 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 3 -63.954 -2 43.002 4.594e-10 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The following two examples are commented out as they fail during</span></span></span> -<span class="r-in"><span><span class="co"># generation of the static help pages by pkgdown</span></span></span> -<span class="r-in"><span><span class="co">#lrtest(dfop_fit, error_model = "tc")</span></span></span> -<span class="r-in"><span><span class="co">#lrtest(dfop_fit, fixed_parms = c(k2 = 0))</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># However, this equivalent syntax also works for static help pages</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">dfop_fit</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">dfop_fit</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: DFOP with error model tc</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: DFOP with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 6 -34.587 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 5 -42.453 -1 15.731 7.302e-05 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">dfop_fit</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">dfop_fit</span>, fixed_parms <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>k2 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: DFOP with error model const</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: DFOP with error model const and fixed parameter(s) k2</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 5 -42.453 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 4 -57.340 -1 29.776 4.851e-08 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/max_twa_parent.html b/docs/dev/reference/max_twa_parent.html deleted file mode 100644 index 507a0758..00000000 --- a/docs/dev/reference/max_twa_parent.html +++ /dev/null @@ -1,239 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to calculate maximum time weighted average concentrations from -kinetic models fitted with mkinfit — max_twa_parent • 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="Function to calculate maximum time weighted average concentrations from -kinetic models fitted with mkinfit — max_twa_parent"><meta property="og:description" content="This function calculates maximum moving window time weighted average -concentrations (TWAs) for kinetic models fitted with mkinfit. -Currently, only calculations for the parent are implemented for the SFO, -FOMC, DFOP and HS models, using the analytical formulas given in the PEC -soil section of the FOCUS guidance."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Function to calculate maximum time weighted average concentrations from -kinetic models fitted with mkinfit</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/max_twa_parent.R" class="external-link"><code>R/max_twa_parent.R</code></a></small> - <div class="hidden name"><code>max_twa_parent.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function calculates maximum moving window time weighted average -concentrations (TWAs) for kinetic models fitted with <code><a href="mkinfit.html">mkinfit</a></code>. -Currently, only calculations for the parent are implemented for the SFO, -FOMC, DFOP and HS models, using the analytical formulas given in the PEC -soil section of the FOCUS guidance.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">max_twa_parent</span><span class="op">(</span><span class="va">fit</span>, <span class="va">windows</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">max_twa_sfo</span><span class="op">(</span>M0 <span class="op">=</span> <span class="fl">1</span>, <span class="va">k</span>, <span class="va">t</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">max_twa_fomc</span><span class="op">(</span>M0 <span class="op">=</span> <span class="fl">1</span>, <span class="va">alpha</span>, <span class="va">beta</span>, <span class="va">t</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">max_twa_dfop</span><span class="op">(</span>M0 <span class="op">=</span> <span class="fl">1</span>, <span class="va">k1</span>, <span class="va">k2</span>, <span class="va">g</span>, <span class="va">t</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">max_twa_hs</span><span class="op">(</span>M0 <span class="op">=</span> <span class="fl">1</span>, <span class="va">k1</span>, <span class="va">k2</span>, <span class="va">tb</span>, <span class="va">t</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>fit</dt> -<dd><p>An object of class <code><a href="mkinfit.html">mkinfit</a></code>.</p></dd> - - -<dt>windows</dt> -<dd><p>The width of the time windows for which the TWAs should be -calculated.</p></dd> - - -<dt>M0</dt> -<dd><p>The initial concentration for which the maximum time weighted -average over the decline curve should be calculated. The default is to use -a value of 1, which means that a relative maximum time weighted average -factor (f_twa) is calculated.</p></dd> - - -<dt>k</dt> -<dd><p>The rate constant in the case of SFO kinetics.</p></dd> - - -<dt>t</dt> -<dd><p>The width of the time window.</p></dd> - - -<dt>alpha</dt> -<dd><p>Parameter of the FOMC model.</p></dd> - - -<dt>beta</dt> -<dd><p>Parameter of the FOMC model.</p></dd> - - -<dt>k1</dt> -<dd><p>The first rate constant of the DFOP or the HS kinetics.</p></dd> - - -<dt>k2</dt> -<dd><p>The second rate constant of the DFOP or the HS kinetics.</p></dd> - - -<dt>g</dt> -<dd><p>Parameter of the DFOP model.</p></dd> - - -<dt>tb</dt> -<dd><p>Parameter of the HS model.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>For <code>max_twa_parent</code>, a numeric vector, named using the -<code>windows</code> argument. For the other functions, a numeric vector of -length one (also known as 'a number').</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<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="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <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> -<span class="r-in"><span> <span class="fu">max_twa_parent</span><span class="op">(</span><span class="va">fit</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">7</span>, <span class="fl">21</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> 7 21 </span> -<span class="r-out co"><span class="r-pr">#></span> 34.71343 18.22124 </span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mccall81_245T-1.png b/docs/dev/reference/mccall81_245T-1.png Binary files differdeleted file mode 100644 index 5e4ea6ef..00000000 --- a/docs/dev/reference/mccall81_245T-1.png +++ /dev/null diff --git a/docs/dev/reference/mccall81_245T.html b/docs/dev/reference/mccall81_245T.html deleted file mode 100644 index c0e9cb37..00000000 --- a/docs/dev/reference/mccall81_245T.html +++ /dev/null @@ -1,247 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Datasets on aerobic soil metabolism of 2,4,5-T in six soils — mccall81_245T • 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="Datasets on aerobic soil metabolism of 2,4,5-T in six soils — mccall81_245T"><meta property="og:description" content="Time course of 2,4,5-trichlorophenoxyacetic acid, and the corresponding - 2,4,5-trichlorophenol and 2,4,5-trichloroanisole as recovered in diethylether - extracts."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Datasets on aerobic soil metabolism of 2,4,5-T in six soils</h1> - - <div class="hidden name"><code>mccall81_245T.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Time course of 2,4,5-trichlorophenoxyacetic acid, and the corresponding - 2,4,5-trichlorophenol and 2,4,5-trichloroanisole as recovered in diethylether - extracts.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">mccall81_245T</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A dataframe containing the following variables.</p><dl><dt><code>name</code></dt> -<dd><p>the name of the compound observed. Note that T245 is used as - an acronym for 2,4,5-T. T245 is a legitimate object name - in R, which is necessary for specifying models using - <code><a href="mkinmod.html">mkinmod</a></code>.</p></dd> - - <dt><code>time</code></dt> -<dd><p>a numeric vector containing sampling times in days after - treatment</p></dd> - - <dt><code>value</code></dt> -<dd><p>a numeric vector containing concentrations in percent of applied radioactivity</p></dd> - - <dt><code>soil</code></dt> -<dd><p>a factor containing the name of the soil</p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</h2> - <p>McCall P, Vrona SA, Kelley SS (1981) Fate of uniformly carbon-14 ring labelled 2,4,5-Trichlorophenoxyacetic acid and 2,4-dichlorophenoxyacetic acid. J Agric Chem 29, 100-107 - <a href="https://doi.org/10.1021/jf00103a026" class="external-link">doi:10.1021/jf00103a026</a></p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span> <span class="va">SFO_SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>T245 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"phenol"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> phenol <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"anisole"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> anisole <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></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> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="va">fit.1</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO_SFO</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">mccall81_245T</span>, <span class="va">soil</span> <span class="op">==</span> <span class="st">"Commerce"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span> <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">fit.1</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t)</span> -<span class="r-out co"><span class="r-pr">#></span> T245_0 1.038550e+02 2.1847074945 47.537272 4.472189e-18</span> -<span class="r-out co"><span class="r-pr">#></span> k_T245 4.337042e-02 0.0018983965 22.845818 2.276911e-13</span> -<span class="r-out co"><span class="r-pr">#></span> k_phenol 4.050581e-01 0.2986993563 1.356073 9.756989e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_anisole 6.678742e-03 0.0008021439 8.326114 2.623177e-07</span> -<span class="r-out co"><span class="r-pr">#></span> f_T245_to_phenol 6.227599e-01 0.3985340558 1.562627 6.949413e-02</span> -<span class="r-out co"><span class="r-pr">#></span> f_phenol_to_anisole 1.000000e+00 0.6718439825 1.488441 7.867789e-02</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.514628e+00 0.4907558883 5.123989 6.233157e-05</span> -<span class="r-out co"><span class="r-pr">#></span> Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> T245_0 99.246061385 1.084640e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_T245 0.039631621 4.746194e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_phenol 0.218013879 7.525762e-01</span> -<span class="r-out co"><span class="r-pr">#></span> k_anisole 0.005370739 8.305299e-03</span> -<span class="r-out co"><span class="r-pr">#></span> f_T245_to_phenol 0.547559081 6.924813e-01</span> -<span class="r-out co"><span class="r-pr">#></span> f_phenol_to_anisole 0.000000000 1.000000e+00</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.706607296 3.322649e+00</span> -<span class="r-in"><span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.1</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $ff</span> -<span class="r-out co"><span class="r-pr">#></span> T245_phenol T245_sink phenol_anisole phenol_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 6.227599e-01 3.772401e-01 1.000000e+00 3.773626e-10 </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> T245 15.982025 53.09114</span> -<span class="r-out co"><span class="r-pr">#></span> phenol 1.711229 5.68458</span> -<span class="r-out co"><span class="r-pr">#></span> anisole 103.784093 344.76329</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span> <span class="co"># formation fraction from phenol to anisol is practically 1. As we cannot</span></span></span> -<span class="r-in"><span> <span class="co"># fix formation fractions when using the ilr transformation, we can turn of</span></span></span> -<span class="r-in"><span> <span class="co"># the sink in the model generation</span></span></span> -<span class="r-in"><span> <span class="va">SFO_SFO_SFO_2</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>T245 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"phenol"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> phenol <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"anisole"</span>, sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> anisole <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></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> <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="va">SFO_SFO_SFO_2</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">mccall81_245T</span>, <span class="va">soil</span> <span class="op">==</span> <span class="st">"Commerce"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span> <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">fit.2</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower</span> -<span class="r-out co"><span class="r-pr">#></span> T245_0 1.038550e+02 2.1623653066 48.028439 4.993108e-19 99.271020284</span> -<span class="r-out co"><span class="r-pr">#></span> k_T245 4.337042e-02 0.0018343666 23.643268 3.573556e-14 0.039650976</span> -<span class="r-out co"><span class="r-pr">#></span> k_phenol 4.050582e-01 0.1177237473 3.440752 1.679254e-03 0.218746587</span> -<span class="r-out co"><span class="r-pr">#></span> k_anisole 6.678742e-03 0.0006829745 9.778903 1.872894e-08 0.005377083</span> -<span class="r-out co"><span class="r-pr">#></span> f_T245_to_phenol 6.227599e-01 0.0342197875 18.198824 2.039411e-12 0.547975637</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.514628e+00 0.3790944250 6.633250 2.875782e-06 1.710983655</span> -<span class="r-out co"><span class="r-pr">#></span> Upper</span> -<span class="r-out co"><span class="r-pr">#></span> T245_0 108.43904074</span> -<span class="r-out co"><span class="r-pr">#></span> k_T245 0.04743877</span> -<span class="r-out co"><span class="r-pr">#></span> k_phenol 0.75005585</span> -<span class="r-out co"><span class="r-pr">#></span> k_anisole 0.00829550</span> -<span class="r-out co"><span class="r-pr">#></span> f_T245_to_phenol 0.69212308</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.31827222</span> -<span class="r-in"><span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.1</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $ff</span> -<span class="r-out co"><span class="r-pr">#></span> T245_phenol T245_sink phenol_anisole phenol_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 6.227599e-01 3.772401e-01 1.000000e+00 3.773626e-10 </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> T245 15.982025 53.09114</span> -<span class="r-out co"><span class="r-pr">#></span> phenol 1.711229 5.68458</span> -<span class="r-out co"><span class="r-pr">#></span> anisole 103.784093 344.76329</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">fit.2</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mccall81_245T-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mean_degparms.html b/docs/dev/reference/mean_degparms.html deleted file mode 100644 index a374d532..00000000 --- a/docs/dev/reference/mean_degparms.html +++ /dev/null @@ -1,182 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Calculate mean degradation parameters for an mmkin row object — mean_degparms • 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="Calculate mean degradation parameters for an mmkin row object — mean_degparms"><meta property="og:description" content="Calculate mean degradation parameters for an mmkin row object"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>Calculate mean degradation parameters for an mmkin row object</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mean_degparms</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> random <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> conf.level <span class="op">=</span> <span class="fl">0.6</span>,</span> -<span> default_log_parms <span class="op">=</span> <span class="cn">NA</span></span> -<span><span class="op">)</span></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> - - -<dt>default_log_parms</dt> -<dd><p>If set to a numeric value, this is used -as a default value for the tested log parameters that failed the -t-test.</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mhmkin-1.png b/docs/dev/reference/mhmkin-1.png Binary files differdeleted file mode 100644 index 1c99aead..00000000 --- a/docs/dev/reference/mhmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/mhmkin-2.png b/docs/dev/reference/mhmkin-2.png Binary files differdeleted file mode 100644 index ea04ebfd..00000000 --- a/docs/dev/reference/mhmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/mhmkin.html b/docs/dev/reference/mhmkin.html deleted file mode 100644 index b41c11df..00000000 --- a/docs/dev/reference/mhmkin.html +++ /dev/null @@ -1,336 +0,0 @@ -<!DOCTYPE html> -<!-- 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-effects models built from one or more kinetic -degradation models and one or more error models — mhmkin • 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-effects models built from one or more kinetic -degradation models and one or more error models — mhmkin"><meta property="og:description" content="The name of the methods expresses that (multiple) hierarchichal -(also known as multilevel) multicompartment kinetic models are -fitted. Our kinetic models are nonlinear, so we can use various nonlinear -mixed-effects model fitting functions."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Fit nonlinear mixed-effects models built from one or more kinetic -degradation models and one or more error models</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mhmkin.R" class="external-link"><code>R/mhmkin.R</code></a></small> - <div class="hidden name"><code>mhmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The name of the methods expresses that (<strong>m</strong>ultiple) <strong>h</strong>ierarchichal -(also known as multilevel) <strong>m</strong>ulticompartment <strong>kin</strong>etic models are -fitted. Our kinetic models are nonlinear, so we can use various nonlinear -mixed-effects model fitting functions.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre><code>mhmkin(objects, ...) - -# S3 method for mmkin -mhmkin(objects, ...) - -# S3 method for list -mhmkin( - objects, - backend = "saemix", - algorithm = "saem", - no_random_effect = NULL, - ..., - cores = if (Sys.info()["sysname"] == "Windows") 1 else parallel::detectCores(), - cluster = NULL -) - -# S3 method for mhmkin -[(x, i, j, ..., drop = FALSE) - -# S3 method for mhmkin -print(x, ...)</code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>objects</dt> -<dd><p>A list of <a href="mmkin.html">mmkin</a> objects containing fits of the same -degradation models to the same data, but using different error models. -Alternatively, a single <a href="mmkin.html">mmkin</a> object containing fits of several -degradation models to the same data</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments that will be passed to the nonlinear mixed-effects -model fitting function.</p></dd> - - -<dt>backend</dt> -<dd><p>The backend to be used for fitting. Currently, only saemix is -supported</p></dd> - - -<dt>algorithm</dt> -<dd><p>The algorithm to be used for fitting (currently not used)</p></dd> - - -<dt>no_random_effect</dt> -<dd><p>Default is NULL and will be passed to <a href="saem.html">saem</a>. If a -character vector is supplied, it will be passed to all calls to <a href="saem.html">saem</a>, -which will exclude random effects for all matching parameters. Alternatively, -a list of character vectors or an object of class <a href="illparms.html">illparms.mhmkin</a> can be -specified. They have to have the same dimensions that the return object of -the current call will have, i.e. the number of rows must match the number -of degradation models in the mmkin object(s), and the number of columns must -match the number of error models used in the mmkin object(s).</p></dd> - - -<dt>cores</dt> -<dd><p>The number of cores to be used for multicore processing. This -is only used when the <code>cluster</code> argument is <code>NULL</code>. On Windows -machines, cores > 1 is not supported, you need to use the <code>cluster</code> -argument to use multiple logical processors. Per default, all cores detected -by <code><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">parallel::detectCores()</a></code> are used, except on Windows where the default -is 1.</p></dd> - - -<dt>cluster</dt> -<dd><p>A cluster as returned by makeCluster to be used for -parallel execution.</p></dd> - - -<dt>x</dt> -<dd><p>An mhmkin object.</p></dd> - - -<dt>i</dt> -<dd><p>Row index selecting the fits for specific models</p></dd> - - -<dt>j</dt> -<dd><p>Column index selecting the fits to specific datasets</p></dd> - - -<dt>drop</dt> -<dd><p>If FALSE, the method always returns an mhmkin object, otherwise -either a list of fit objects or a single fit object.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A two-dimensional <a href="https://rdrr.io/r/base/array.html" class="external-link">array</a> of fit objects and/or try-errors that can -be indexed using the degradation model names for the first index (row index) -and the error model names for the second index (column index), with class -attribute 'mhmkin'.</p> - - -<p>An object inheriting from <code>mhmkin</code>.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><code>[.mhmkin</code> for subsetting mhmkin objects</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># We start with separate evaluations of all the first six datasets with two</span></span></span> -<span class="r-in"><span><span class="co"># degradation models and two error models</span></span></span> -<span class="r-in"><span><span class="va">f_sep_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/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"FOMC"</span><span class="op">)</span>, <span class="va">ds_fomc</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">6</span><span class="op">]</span>, cores <span class="op">=</span> <span class="fl">2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_sep_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_sep_const</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># The mhmkin function sets up hierarchical degradation models aka</span></span></span> -<span class="r-in"><span><span class="co"># nonlinear mixed-effects models for all four combinations, specifying</span></span></span> -<span class="r-in"><span><span class="co"># uncorrelated random effects for all degradation parameters</span></span></span> -<span class="r-in"><span><span class="va">f_saem_1</span> <span class="op"><-</span> <span class="fu">mhmkin</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_sep_const</span>, <span class="va">f_sep_tc</span><span class="op">)</span>, cores <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="status.html">status</a></span><span class="op">(</span><span class="va">f_saem_1</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> error</span> -<span class="r-out co"><span class="r-pr">#></span> degradation const tc</span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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: Fit terminated successfully</span> -<span class="r-in"><span><span class="co"># The 'illparms' function shows that in all hierarchical fits, at least</span></span></span> -<span class="r-in"><span><span class="co"># one random effect is ill-defined (the confidence interval for the</span></span></span> -<span class="r-in"><span><span class="co"># random effect expressed as standard deviation includes zero)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_1</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> error</span> -<span class="r-out co"><span class="r-pr">#></span> degradation const tc </span> -<span class="r-out co"><span class="r-pr">#></span> SFO sd(parent_0) sd(parent_0) </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC sd(log_beta) sd(parent_0), sd(log_beta)</span> -<span class="r-in"><span><span class="co"># Therefore we repeat the fits, excluding the ill-defined random effects</span></span></span> -<span class="r-in"><span><span class="va">f_saem_2</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_saem_1</span>, no_random_effect <span class="op">=</span> <span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_1</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="status.html">status</a></span><span class="op">(</span><span class="va">f_saem_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> error</span> -<span class="r-out co"><span class="r-pr">#></span> degradation const tc</span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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: Fit terminated successfully</span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> error</span> -<span class="r-out co"><span class="r-pr">#></span> degradation const tc</span> -<span class="r-out co"><span class="r-pr">#></span> SFO </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC </span> -<span class="r-in"><span><span class="co"># Model comparisons show that FOMC with two-component error is preferable,</span></span></span> -<span class="r-in"><span><span class="co"># and confirms our reduction of the default parameter model</span></span></span> -<span class="r-in"><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_saem_1</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 95 observations of 1 variable(s) grouped in 6 datasets</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> SFO const 5 574.40 573.35 -282.20</span> -<span class="r-out co"><span class="r-pr">#></span> SFO tc 6 543.72 542.47 -265.86</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC const 7 489.67 488.22 -237.84</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC tc 8 406.11 404.44 -195.05</span> -<span class="r-in"><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_saem_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 95 observations of 1 variable(s) grouped in 6 datasets</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> SFO const 4 572.22 571.39 -282.11</span> -<span class="r-out co"><span class="r-pr">#></span> SFO tc 5 541.63 540.59 -265.81</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC const 6 487.38 486.13 -237.69</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC tc 6 402.12 400.88 -195.06</span> -<span class="r-in"><span><span class="co"># The convergence plot for the selected model looks fine</span></span></span> -<span class="r-in"><span><span class="fu">saemix</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_2</span><span class="op">[[</span><span class="st">"FOMC"</span>, <span class="st">"tc"</span><span class="op">]</span><span class="op">]</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> -<span class="r-plt img"><img src="mhmkin-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># The plot of predictions versus data shows that we have a pretty data-rich</span></span></span> -<span class="r-in"><span><span class="co"># situation with homogeneous distribution of residuals, because we used the</span></span></span> -<span class="r-in"><span><span class="co"># same degradation model, error model and parameter distribution model that</span></span></span> -<span class="r-in"><span><span class="co"># was used in the data generation.</span></span></span> -<span class="r-in"><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">f_saem_2</span><span class="op">[[</span><span class="st">"FOMC"</span>, <span class="st">"tc"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mhmkin-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># We can specify the same parameter model reductions manually</span></span></span> -<span class="r-in"><span><span class="va">no_ranef</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">"parent_0"</span>, <span class="st">"log_beta"</span>, <span class="st">"parent_0"</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">"parent_0"</span>, <span class="st">"log_beta"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/dim.html" class="external-link">dim</a></span><span class="op">(</span><span class="va">no_ranef</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="fl">2</span>, <span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_saem_2m</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_saem_1</span>, no_random_effect <span class="op">=</span> <span class="va">no_ranef</span><span class="op">)</span></span></span> -<span class="r-in"><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_saem_2m</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 95 observations of 1 variable(s) grouped in 6 datasets</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> SFO const 4 572.22 571.39 -282.11</span> -<span class="r-out co"><span class="r-pr">#></span> SFO tc 5 541.63 540.59 -265.81</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC const 6 487.38 486.13 -237.69</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC tc 6 402.12 400.88 -195.06</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mixed-1.png b/docs/dev/reference/mixed-1.png Binary files differdeleted file mode 100644 index b053d9c9..00000000 --- a/docs/dev/reference/mixed-1.png +++ /dev/null diff --git a/docs/dev/reference/mixed.html b/docs/dev/reference/mixed.html deleted file mode 100644 index 1709944a..00000000 --- a/docs/dev/reference/mixed.html +++ /dev/null @@ -1,245 +0,0 @@ -<!DOCTYPE html> -<!-- 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 a mixed effects model from an mmkin row object — mixed • 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="Create a mixed effects model from an mmkin row object — mixed"><meta property="og:description" content="Create a mixed effects model from an mmkin row object"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>Create a mixed effects model from an mmkin row object</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mixed</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<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></span> -<span></span> -<span><span class="co"># S3 method for mixed.mmkin</span></span> -<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></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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><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></span> -<span class="r-in"><span><span class="va">n_biphasic</span> <span class="op"><-</span> <span class="fl">8</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="va">log_sd</span> <span class="op"><-</span> <span class="fl">0.3</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span> 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> -<span class="r-in"><span> 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> -<span class="r-in"><span> 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> -<span class="r-in"><span> 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> -<span class="r-in"><span> 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> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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> -<span class="r-in"><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></span> -<span class="r-in"><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><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="op">}</span></span></span> -<span class="r-in"><span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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">f_mixed</span><span class="op">)</span></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><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> -<span class="r-plt img"><img src="mixed-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkin_long_to_wide.html b/docs/dev/reference/mkin_long_to_wide.html deleted file mode 100644 index 990506b5..00000000 --- a/docs/dev/reference/mkin_long_to_wide.html +++ /dev/null @@ -1,201 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Convert a dataframe from long to wide format — mkin_long_to_wide • 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="Convert a dataframe from long to wide format — mkin_long_to_wide"><meta property="og:description" content="This function takes a dataframe in the long form, i.e. with a row for each -observed value, and converts it into a dataframe with one independent -variable and several dependent variables as columns."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Convert a dataframe from long to wide format</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkin_long_to_wide.R" class="external-link"><code>R/mkin_long_to_wide.R</code></a></small> - <div class="hidden name"><code>mkin_long_to_wide.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function takes a dataframe in the long form, i.e. with a row for each -observed value, and converts it into a dataframe with one independent -variable and several dependent variables as columns.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkin_long_to_wide</span><span class="op">(</span><span class="va">long_data</span>, time <span class="op">=</span> <span class="st">"time"</span>, outtime <span class="op">=</span> <span class="st">"time"</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>long_data</dt> -<dd><p>The dataframe must contain one variable called "time" with -the time values specified by the <code>time</code> argument, one column called -"name" with the grouping of the observed values, and finally one column of -observed values called "value".</p></dd> - - -<dt>time</dt> -<dd><p>The name of the time variable in the long input data.</p></dd> - - -<dt>outtime</dt> -<dd><p>The name of the time variable in the wide output data.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Dataframe in wide format.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="fu">mkin_long_to_wide</span><span class="op">(</span><span class="va">FOCUS_2006_D</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time parent m1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 99.46 0.00</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 102.04 0.00</span> -<span class="r-out co"><span class="r-pr">#></span> 3 1 93.50 4.84</span> -<span class="r-out co"><span class="r-pr">#></span> 4 1 92.50 5.64</span> -<span class="r-out co"><span class="r-pr">#></span> 5 3 63.23 12.91</span> -<span class="r-out co"><span class="r-pr">#></span> 6 3 68.99 12.96</span> -<span class="r-out co"><span class="r-pr">#></span> 7 7 52.32 22.97</span> -<span class="r-out co"><span class="r-pr">#></span> 8 7 55.13 24.47</span> -<span class="r-out co"><span class="r-pr">#></span> 9 14 27.27 41.69</span> -<span class="r-out co"><span class="r-pr">#></span> 10 14 26.64 33.21</span> -<span class="r-out co"><span class="r-pr">#></span> 11 21 11.50 44.37</span> -<span class="r-out co"><span class="r-pr">#></span> 12 21 11.64 46.44</span> -<span class="r-out co"><span class="r-pr">#></span> 13 35 2.85 41.22</span> -<span class="r-out co"><span class="r-pr">#></span> 14 35 2.91 37.95</span> -<span class="r-out co"><span class="r-pr">#></span> 15 50 0.69 41.19</span> -<span class="r-out co"><span class="r-pr">#></span> 16 50 0.63 40.01</span> -<span class="r-out co"><span class="r-pr">#></span> 17 75 0.05 40.09</span> -<span class="r-out co"><span class="r-pr">#></span> 18 75 0.06 33.85</span> -<span class="r-out co"><span class="r-pr">#></span> 19 100 NA 31.04</span> -<span class="r-out co"><span class="r-pr">#></span> 20 100 NA 33.13</span> -<span class="r-out co"><span class="r-pr">#></span> 21 120 NA 25.15</span> -<span class="r-out co"><span class="r-pr">#></span> 22 120 NA 33.31</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkin_wide_to_long.html b/docs/dev/reference/mkin_wide_to_long.html deleted file mode 100644 index a324d3b8..00000000 --- a/docs/dev/reference/mkin_wide_to_long.html +++ /dev/null @@ -1,181 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Convert a dataframe with observations over time into long format — mkin_wide_to_long • 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="Convert a dataframe with observations over time into long format — mkin_wide_to_long"><meta property="og:description" content="This function simply takes a dataframe with one independent variable and -several dependent variable and converts it into the long form as required by -mkinfit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Convert a dataframe with observations over time into long format</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkin_wide_to_long.R" class="external-link"><code>R/mkin_wide_to_long.R</code></a></small> - <div class="hidden name"><code>mkin_wide_to_long.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function simply takes a dataframe with one independent variable and -several dependent variable and converts it into the long form as required by -<code><a href="mkinfit.html">mkinfit</a></code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkin_wide_to_long</span><span class="op">(</span><span class="va">wide_data</span>, time <span class="op">=</span> <span class="st">"t"</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>wide_data</dt> -<dd><p>The dataframe must contain one variable with the time -values specified by the <code>time</code> argument and usually more than one -column of observed values.</p></dd> - - -<dt>time</dt> -<dd><p>The name of the time variable.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Dataframe in long format as needed for <code><a href="mkinfit.html">mkinfit</a></code>.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">wide</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>t <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">1</span>,<span class="fl">2</span>,<span class="fl">3</span><span class="op">)</span>, x <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">1</span>,<span class="fl">4</span>,<span class="fl">7</span><span class="op">)</span>, y <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">4</span>,<span class="fl">5</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">mkin_wide_to_long</span><span class="op">(</span><span class="va">wide</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> name time value</span> -<span class="r-out co"><span class="r-pr">#></span> 1 x 1 1</span> -<span class="r-out co"><span class="r-pr">#></span> 2 x 2 4</span> -<span class="r-out co"><span class="r-pr">#></span> 3 x 3 7</span> -<span class="r-out co"><span class="r-pr">#></span> 4 y 1 3</span> -<span class="r-out co"><span class="r-pr">#></span> 5 y 2 4</span> -<span class="r-out co"><span class="r-pr">#></span> 6 y 3 5</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinds.html b/docs/dev/reference/mkinds.html deleted file mode 100644 index 6219766e..00000000 --- a/docs/dev/reference/mkinds.html +++ /dev/null @@ -1,262 +0,0 @@ -<!DOCTYPE html> -<!-- 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>A dataset class for mkin — mkinds • 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="A dataset class for mkin — mkinds"><meta property="og:description" content="At the moment this dataset class is hardly used in mkin. For example, -mkinfit does not take mkinds datasets as argument, but works with dataframes -such as the on contained in the data field of mkinds objects. Some datasets -provided by this package come as mkinds objects nevertheless."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>A dataset class for mkin</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinds.R" class="external-link"><code>R/mkinds.R</code></a></small> - <div class="hidden name"><code>mkinds.Rd</code></div> - </div> - - <div class="ref-description"> - <p>At the moment this dataset class is hardly used in mkin. For example, -mkinfit does not take mkinds datasets as argument, but works with dataframes -such as the on contained in the data field of mkinds objects. Some datasets -provided by this package come as mkinds objects nevertheless.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinds</span></span> -<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>, data <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>An mkinds object.</p></dd> - - -<dt>data</dt> -<dd><p>Should the data be printed?</p></dd> - - -<dt>...</dt> -<dd><p>Not used.</p></dd> - -</dl></div> - <div id="public-fields"> - <h2>Public fields</h2> - <p></p><div class="r6-fields"><dl><dt><code>title</code></dt> -<dd><p>A full title for the dataset</p></dd> - - -<dt><code>sampling_times</code></dt> -<dd><p>The sampling times</p></dd> - - -<dt><code>time_unit</code></dt> -<dd><p>The time unit</p></dd> - - -<dt><code>observed</code></dt> -<dd><p>Names of the observed variables</p></dd> - - -<dt><code>unit</code></dt> -<dd><p>The unit of the observations</p></dd> - - -<dt><code>replicates</code></dt> -<dd><p>The maximum number of replicates per sampling time</p></dd> - - -<dt><code>data</code></dt> -<dd><p>A data frame with at least the columns name, time -and value in order to be compatible with mkinfit</p></dd> - - -</dl><p></p></div> - </div> - <div id="methods"> - <h2>Methods</h2> - -<div class="section"> -<h3 id="public-methods">Public methods<a class="anchor" aria-label="anchor" href="#public-methods"></a></h3> - -<ul><li><p><a href="#method-mkinds-new"><code>mkinds$new()</code></a></p></li> -<li><p><a href="#method-mkinds-clone"><code>mkinds$clone()</code></a></p></li> -</ul></div><p></p><hr><a id="method-mkinds-new"></a><div class="section"> -<h3 id="method-new-">Method <code>new()</code><a class="anchor" aria-label="anchor" href="#method-new-"></a></h3> -<p>Create a new mkinds object</p><div class="section"> -<h4 id="usage">Usage<a class="anchor" aria-label="anchor" href="#usage"></a></h4> -<p></p><div class="r"><div class="sourceCode"><pre><code><span><span class="va"><a href="../reference/mkinds.html">mkinds</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span>title <span class="op">=</span> <span class="st">""</span>, <span class="va">data</span>, time_unit <span class="op">=</span> <span class="cn">NA</span>, unit <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div><p></p></div> -</div> - -<div class="section"> -<h4 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h4> -<p></p><div class="arguments"><dl><dt><code>title</code></dt> -<dd><p>The dataset title</p></dd> - - -<dt><code>data</code></dt> -<dd><p>The data</p></dd> - - -<dt><code>time_unit</code></dt> -<dd><p>The time unit</p></dd> - - -<dt><code>unit</code></dt> -<dd><p>The unit of the observations</p></dd> - - -</dl><p></p></div> -</div> - -</div><p></p><hr><a id="method-mkinds-clone"></a><div class="section"> -<h3 id="method-clone-">Method <code>clone()</code><a class="anchor" aria-label="anchor" href="#method-clone-"></a></h3> -<p>The objects of this class are cloneable with this method.</p><div class="section"> -<h4 id="usage-1">Usage<a class="anchor" aria-label="anchor" href="#usage-1"></a></h4> -<p></p><div class="r"><div class="sourceCode"><pre><code><span><span class="va">mkinds</span><span class="op">$</span><span class="fu">clone</span><span class="op">(</span>deep <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div><p></p></div> -</div> - -<div class="section"> -<h4 id="arguments-1">Arguments<a class="anchor" aria-label="anchor" href="#arguments-1"></a></h4> -<p></p><div class="arguments"><dl><dt><code>deep</code></dt> -<dd><p>Whether to make a deep clone.</p></dd> - - -</dl><p></p></div> -</div> - -</div> - - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">mds</span> <span class="op"><-</span> <span class="va">mkinds</span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="st">"FOCUS A"</span>, <span class="va">FOCUS_2006_A</span><span class="op">)</span></span></span> -<span class="r-in"><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">mds</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: FOCUS A </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 3, 7, 14, 30, 62, 90, 118 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 1 replicates</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkindsg.html b/docs/dev/reference/mkindsg.html deleted file mode 100644 index 6e221a23..00000000 --- a/docs/dev/reference/mkindsg.html +++ /dev/null @@ -1,450 +0,0 @@ -<!DOCTYPE html> -<!-- 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>A class for dataset groups for mkin — mkindsg • 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="A class for dataset groups for mkin — mkindsg"><meta property="og:description" content="A container for working with datasets that share at least one compound, -so that combined evaluations are desirable. -Time normalisation factors are initialised with a value of 1 for each -dataset if no data are supplied."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>A class for dataset groups for mkin</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinds.R" class="external-link"><code>R/mkinds.R</code></a></small> - <div class="hidden name"><code>mkindsg.Rd</code></div> - </div> - - <div class="ref-description"> - <p>A container for working with datasets that share at least one compound, -so that combined evaluations are desirable.</p> -<p>Time normalisation factors are initialised with a value of 1 for each -dataset if no data are supplied.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkindsg</span></span> -<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>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="va">data</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>An mkindsg object.</p></dd> - - -<dt>data</dt> -<dd><p>Should the mkinds objects be printed with their data?</p></dd> - - -<dt>verbose</dt> -<dd><p>Should the mkinds objects be printed?</p></dd> - - -<dt>...</dt> -<dd><p>Not used.</p></dd> - -</dl></div> - <div id="public-fields"> - <h2>Public fields</h2> - <p></p><div class="r6-fields"><dl><dt><code>title</code></dt> -<dd><p>A title for the dataset group</p></dd> - - -<dt><code>ds</code></dt> -<dd><p>A list of mkinds objects</p></dd> - - -<dt><code>observed_n</code></dt> -<dd><p>Occurrence counts of compounds in datasets</p></dd> - - -<dt><code>f_time_norm</code></dt> -<dd><p>Time normalisation factors</p></dd> - - -<dt><code>meta</code></dt> -<dd><p>A data frame with a row for each dataset, -containing additional information in the form -of categorical data (factors) or numerical data -(e.g. temperature, moisture, -or covariates like soil pH).</p></dd> - - -</dl><p></p></div> - </div> - <div id="methods"> - <h2>Methods</h2> - -<div class="section"> -<h3 id="public-methods">Public methods<a class="anchor" aria-label="anchor" href="#public-methods"></a></h3> - -<ul><li><p><a href="#method-mkindsg-new"><code>mkindsg$new()</code></a></p></li> -<li><p><a href="#method-mkindsg-clone"><code>mkindsg$clone()</code></a></p></li> -</ul></div><p></p><hr><a id="method-mkindsg-new"></a><div class="section"> -<h3 id="method-new-">Method <code>new()</code><a class="anchor" aria-label="anchor" href="#method-new-"></a></h3> -<p>Create a new mkindsg object</p><div class="section"> -<h4 id="usage">Usage<a class="anchor" aria-label="anchor" href="#usage"></a></h4> -<p></p><div class="r"><div class="sourceCode"><pre><code><span><span class="va"><a href="../reference/mkindsg.html">mkindsg</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span>title <span class="op">=</span> <span class="st">""</span>, <span class="va">ds</span>, f_time_norm <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="fl">1</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">ds</span><span class="op">)</span><span class="op">)</span>, <span class="va">meta</span><span class="op">)</span></span></code></pre></div><p></p></div> -</div> - -<div class="section"> -<h4 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h4> -<p></p><div class="arguments"><dl><dt><code>title</code></dt> -<dd><p>The title</p></dd> - - -<dt><code>ds</code></dt> -<dd><p>A list of mkinds objects</p></dd> - - -<dt><code>f_time_norm</code></dt> -<dd><p>Time normalisation factors</p></dd> - - -<dt><code>meta</code></dt> -<dd><p>The meta data</p></dd> - - -</dl><p></p></div> -</div> - -</div><p></p><hr><a id="method-mkindsg-clone"></a><div class="section"> -<h3 id="method-clone-">Method <code>clone()</code><a class="anchor" aria-label="anchor" href="#method-clone-"></a></h3> -<p>The objects of this class are cloneable with this method.</p><div class="section"> -<h4 id="usage-1">Usage<a class="anchor" aria-label="anchor" href="#usage-1"></a></h4> -<p></p><div class="r"><div class="sourceCode"><pre><code><span><span class="va">mkindsg</span><span class="op">$</span><span class="fu">clone</span><span class="op">(</span>deep <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div><p></p></div> -</div> - -<div class="section"> -<h4 id="arguments-1">Arguments<a class="anchor" aria-label="anchor" href="#arguments-1"></a></h4> -<p></p><div class="arguments"><dl><dt><code>deep</code></dt> -<dd><p>Whether to make a deep clone.</p></dd> - - -</dl><p></p></div> -</div> - -</div> - - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">mdsg</span> <span class="op"><-</span> <span class="va">mkindsg</span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="st">"Experimental X"</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="op">)</span></span></span> -<span class="r-in"><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">mdsg</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkindsg> holding 5 mkinds objects</span> -<span class="r-out co"><span class="r-pr">#></span> Title $title: Experimental X </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> parent A1 </span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 </span> -<span class="r-in"><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">mdsg</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkindsg> holding 5 mkinds objects</span> -<span class="r-out co"><span class="r-pr">#></span> Title $title: Experimental X </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> parent A1 </span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Datasets $ds:</span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 6 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 3, 6, 10, 20, 34, 55, 90, 112, 132 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 7 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 3, 7, 14, 30, 60, 90, 120, 180 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 8 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 1, 3, 8, 14, 27, 48, 70 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 9 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 1, 3, 8, 14, 27, 48, 70, 91, 120 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 10 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 8, 14, 21, 41, 63, 91, 120 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-in"><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">mdsg</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> <mkindsg> holding 5 mkinds objects</span> -<span class="r-out co"><span class="r-pr">#></span> Title $title: Experimental X </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> parent A1 </span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Datasets $ds:</span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 6 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 3, 6, 10, 20, 34, 55, 90, 112, 132 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> time parent A1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 97.2 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 96.4 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 71.1 4.3</span> -<span class="r-out co"><span class="r-pr">#></span> 4 3 69.2 4.6</span> -<span class="r-out co"><span class="r-pr">#></span> 5 6 58.1 7.0</span> -<span class="r-out co"><span class="r-pr">#></span> 6 6 56.6 7.2</span> -<span class="r-out co"><span class="r-pr">#></span> 7 10 44.4 8.2</span> -<span class="r-out co"><span class="r-pr">#></span> 8 10 43.4 8.0</span> -<span class="r-out co"><span class="r-pr">#></span> 9 20 33.3 11.0</span> -<span class="r-out co"><span class="r-pr">#></span> 10 20 29.2 13.7</span> -<span class="r-out co"><span class="r-pr">#></span> 11 34 17.6 11.5</span> -<span class="r-out co"><span class="r-pr">#></span> 12 34 18.0 12.7</span> -<span class="r-out co"><span class="r-pr">#></span> 13 55 10.5 14.9</span> -<span class="r-out co"><span class="r-pr">#></span> 14 55 9.3 14.5</span> -<span class="r-out co"><span class="r-pr">#></span> 15 90 4.5 12.1</span> -<span class="r-out co"><span class="r-pr">#></span> 16 90 4.7 12.3</span> -<span class="r-out co"><span class="r-pr">#></span> 17 112 3.0 9.9</span> -<span class="r-out co"><span class="r-pr">#></span> 18 112 3.4 10.2</span> -<span class="r-out co"><span class="r-pr">#></span> 19 132 2.3 8.8</span> -<span class="r-out co"><span class="r-pr">#></span> 20 132 2.7 7.8</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 7 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 3, 7, 14, 30, 60, 90, 120, 180 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> time parent A1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 93.6 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 92.3 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 87.0 3.9</span> -<span class="r-out co"><span class="r-pr">#></span> 4 3 82.2 3.1</span> -<span class="r-out co"><span class="r-pr">#></span> 5 7 74.0 6.9</span> -<span class="r-out co"><span class="r-pr">#></span> 6 7 73.9 6.6</span> -<span class="r-out co"><span class="r-pr">#></span> 7 14 64.2 10.4</span> -<span class="r-out co"><span class="r-pr">#></span> 8 14 69.5 8.3</span> -<span class="r-out co"><span class="r-pr">#></span> 9 30 54.0 14.4</span> -<span class="r-out co"><span class="r-pr">#></span> 10 30 54.6 13.7</span> -<span class="r-out co"><span class="r-pr">#></span> 11 60 41.1 22.1</span> -<span class="r-out co"><span class="r-pr">#></span> 12 60 38.4 22.3</span> -<span class="r-out co"><span class="r-pr">#></span> 13 90 32.5 27.5</span> -<span class="r-out co"><span class="r-pr">#></span> 14 90 35.5 25.4</span> -<span class="r-out co"><span class="r-pr">#></span> 15 120 28.1 28.0</span> -<span class="r-out co"><span class="r-pr">#></span> 16 120 29.0 26.6</span> -<span class="r-out co"><span class="r-pr">#></span> 17 180 26.5 25.8</span> -<span class="r-out co"><span class="r-pr">#></span> 18 180 27.6 25.3</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 8 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 1, 3, 8, 14, 27, 48, 70 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> time parent A1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 91.9 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 90.8 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 1 64.9 9.6</span> -<span class="r-out co"><span class="r-pr">#></span> 4 1 66.2 7.7</span> -<span class="r-out co"><span class="r-pr">#></span> 5 3 43.5 15.0</span> -<span class="r-out co"><span class="r-pr">#></span> 6 3 44.1 15.1</span> -<span class="r-out co"><span class="r-pr">#></span> 7 8 18.3 21.2</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 18.1 21.1</span> -<span class="r-out co"><span class="r-pr">#></span> 9 14 10.2 19.7</span> -<span class="r-out co"><span class="r-pr">#></span> 10 14 10.8 18.9</span> -<span class="r-out co"><span class="r-pr">#></span> 11 27 4.9 17.5</span> -<span class="r-out co"><span class="r-pr">#></span> 12 27 3.3 15.9</span> -<span class="r-out co"><span class="r-pr">#></span> 13 48 1.6 9.5</span> -<span class="r-out co"><span class="r-pr">#></span> 14 48 1.5 9.8</span> -<span class="r-out co"><span class="r-pr">#></span> 15 70 1.1 6.2</span> -<span class="r-out co"><span class="r-pr">#></span> 16 70 0.9 6.1</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 9 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 1, 3, 8, 14, 27, 48, 70, 91, 120 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> time parent A1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 99.8 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 98.3 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 1 77.1 4.2</span> -<span class="r-out co"><span class="r-pr">#></span> 4 1 77.2 3.9</span> -<span class="r-out co"><span class="r-pr">#></span> 5 3 59.0 7.4</span> -<span class="r-out co"><span class="r-pr">#></span> 6 3 58.1 7.9</span> -<span class="r-out co"><span class="r-pr">#></span> 7 8 27.4 14.5</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 29.2 13.7</span> -<span class="r-out co"><span class="r-pr">#></span> 9 14 19.1 14.2</span> -<span class="r-out co"><span class="r-pr">#></span> 10 14 29.6 12.2</span> -<span class="r-out co"><span class="r-pr">#></span> 11 27 10.1 13.7</span> -<span class="r-out co"><span class="r-pr">#></span> 12 27 18.2 13.2</span> -<span class="r-out co"><span class="r-pr">#></span> 13 48 4.5 13.6</span> -<span class="r-out co"><span class="r-pr">#></span> 14 48 9.1 15.4</span> -<span class="r-out co"><span class="r-pr">#></span> 15 70 2.3 10.4</span> -<span class="r-out co"><span class="r-pr">#></span> 16 70 2.9 11.6</span> -<span class="r-out co"><span class="r-pr">#></span> 17 91 2.0 10.0</span> -<span class="r-out co"><span class="r-pr">#></span> 18 91 1.8 9.5</span> -<span class="r-out co"><span class="r-pr">#></span> 19 120 2.0 9.1</span> -<span class="r-out co"><span class="r-pr">#></span> 20 120 2.2 9.0</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> <mkinds> with $title: Soil 10 </span> -<span class="r-out co"><span class="r-pr">#></span> Observed compounds $observed: parent, A1 </span> -<span class="r-out co"><span class="r-pr">#></span> Sampling times $sampling_times:</span> -<span class="r-out co"><span class="r-pr">#></span> 0, 8, 14, 21, 41, 63, 91, 120 </span> -<span class="r-out co"><span class="r-pr">#></span> With a maximum of 2 replicates</span> -<span class="r-out co"><span class="r-pr">#></span> Time unit: days </span> -<span class="r-out co"><span class="r-pr">#></span> Observation unit: \%AR </span> -<span class="r-out co"><span class="r-pr">#></span> time parent A1</span> -<span class="r-out co"><span class="r-pr">#></span> 1 0 96.1 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 0 94.3 NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 8 73.9 3.3</span> -<span class="r-out co"><span class="r-pr">#></span> 4 8 73.9 3.4</span> -<span class="r-out co"><span class="r-pr">#></span> 5 14 69.4 3.9</span> -<span class="r-out co"><span class="r-pr">#></span> 6 14 73.1 2.9</span> -<span class="r-out co"><span class="r-pr">#></span> 7 21 65.6 6.4</span> -<span class="r-out co"><span class="r-pr">#></span> 8 21 65.3 7.2</span> -<span class="r-out co"><span class="r-pr">#></span> 9 41 55.9 9.1</span> -<span class="r-out co"><span class="r-pr">#></span> 10 41 54.4 8.5</span> -<span class="r-out co"><span class="r-pr">#></span> 11 63 47.0 11.7</span> -<span class="r-out co"><span class="r-pr">#></span> 12 63 49.3 12.0</span> -<span class="r-out co"><span class="r-pr">#></span> 13 91 44.7 13.3</span> -<span class="r-out co"><span class="r-pr">#></span> 14 91 46.7 13.2</span> -<span class="r-out co"><span class="r-pr">#></span> 15 120 42.1 14.3</span> -<span class="r-out co"><span class="r-pr">#></span> 16 120 41.3 12.1</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinerrmin.html b/docs/dev/reference/mkinerrmin.html deleted file mode 100644 index 3a8b9610..00000000 --- a/docs/dev/reference/mkinerrmin.html +++ /dev/null @@ -1,210 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Calculate the minimum error to assume in order to pass the variance test — mkinerrmin • 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="Calculate the minimum error to assume in order to pass the variance test — mkinerrmin"><meta property="og:description" content="This function finds the smallest relative error still resulting in passing -the chi-squared test as defined in the FOCUS kinetics report from 2006."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Calculate the minimum error to assume in order to pass the variance test</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinerrmin.R" class="external-link"><code>R/mkinerrmin.R</code></a></small> - <div class="hidden name"><code>mkinerrmin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function finds the smallest relative error still resulting in passing -the chi-squared test as defined in the FOCUS kinetics report from 2006.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinerrmin</span><span class="op">(</span><span class="va">fit</span>, alpha <span class="op">=</span> <span class="fl">0.05</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>fit</dt> -<dd><p>an object of class <code><a href="mkinfit.html">mkinfit</a></code>.</p></dd> - - -<dt>alpha</dt> -<dd><p>The confidence level chosen for the chi-squared test.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A dataframe with the following components:</p> -<dl><dt>err.min</dt> -<dd><p>The -relative error, expressed as a fraction.</p></dd> - <dt>n.optim</dt> -<dd><p>The number of -optimised parameters attributed to the data series.</p></dd> - <dt>df</dt> -<dd><p>The number of -remaining degrees of freedom for the chi2 error level calculations. Note -that mean values are used for the chi2 statistic and therefore every time -point with observed values in the series only counts one time.</p></dd> -</dl><p>The -dataframe has one row for the total dataset and one further row for each -observed state variable in the model.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>This function is used internally by <code><a href="summary.mkinfit.html">summary.mkinfit</a></code>.</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, EC -Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<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-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><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>, to <span class="op">=</span> <span class="st">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">fit_FOCUS_D</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><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">round</a></span><span class="op">(</span><span class="fu">mkinerrmin</span><span class="op">(</span><span class="va">fit_FOCUS_D</span><span class="op">)</span>, <span class="fl">4</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 0.0640 4 15</span> -<span class="r-out co"><span class="r-pr">#></span> parent 0.0646 2 7</span> -<span class="r-out co"><span class="r-pr">#></span> m1 0.0469 2 8</span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="va">fit_FOCUS_E</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_E</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">round</a></span><span class="op">(</span><span class="fu">mkinerrmin</span><span class="op">(</span><span class="va">fit_FOCUS_E</span><span class="op">)</span>, <span class="fl">4</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 0.1544 4 13</span> -<span class="r-out co"><span class="r-pr">#></span> parent 0.1659 2 7</span> -<span class="r-out co"><span class="r-pr">#></span> m1 0.1095 2 6</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinerrplot-1.png b/docs/dev/reference/mkinerrplot-1.png Binary files differdeleted file mode 100644 index 078614fc..00000000 --- a/docs/dev/reference/mkinerrplot-1.png +++ /dev/null diff --git a/docs/dev/reference/mkinerrplot.html b/docs/dev/reference/mkinerrplot.html deleted file mode 100644 index bc9b828a..00000000 --- a/docs/dev/reference/mkinerrplot.html +++ /dev/null @@ -1,245 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to plot squared residuals and the error model for an mkin object — mkinerrplot • 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="Function to plot squared residuals and the error model for an mkin object — mkinerrplot"><meta property="og:description" content="This function plots the squared residuals for the specified subset of the -observed variables from an mkinfit object. In addition, one or more dashed -line(s) show the fitted error model. A combined plot of the fitted model -and this error model plot can be obtained with plot.mkinfit -using the argument show_errplot = TRUE."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Function to plot squared residuals and the error model for an mkin object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinerrplot.R" class="external-link"><code>R/mkinerrplot.R</code></a></small> - <div class="hidden name"><code>mkinerrplot.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function plots the squared residuals for the specified subset of the -observed variables from an mkinfit object. In addition, one or more dashed -line(s) show the fitted error model. A combined plot of the fitted model -and this error model plot can be obtained with <code><a href="plot.mkinfit.html">plot.mkinfit</a></code> -using the argument <code>show_errplot = TRUE</code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinerrplot</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<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">object</span><span class="op">$</span><span class="va">mkinmod</span><span class="op">$</span><span class="va">map</span><span class="op">)</span>,</span> -<span> xlim <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1.1</span> <span class="op">*</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="va">object</span><span class="op">$</span><span class="va">data</span><span class="op">$</span><span class="va">predicted</span><span class="op">)</span><span class="op">)</span>,</span> -<span> xlab <span class="op">=</span> <span class="st">"Predicted"</span>,</span> -<span> ylab <span class="op">=</span> <span class="st">"Squared residual"</span>,</span> -<span> maxy <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> legend <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> lpos <span class="op">=</span> <span class="st">"topright"</span>,</span> -<span> col_obs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> pch_obs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> frame <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A fit represented in an <code><a href="mkinfit.html">mkinfit</a></code> object.</p></dd> - - -<dt>obs_vars</dt> -<dd><p>A character vector of names of the observed variables for -which residuals should be plotted. Defaults to all observed variables in -the model</p></dd> - - -<dt>xlim</dt> -<dd><p>plot range in x direction.</p></dd> - - -<dt>xlab</dt> -<dd><p>Label for the x axis.</p></dd> - - -<dt>ylab</dt> -<dd><p>Label for the y axis.</p></dd> - - -<dt>maxy</dt> -<dd><p>Maximum value of the residuals. This is used for the scaling of -the y axis and defaults to "auto".</p></dd> - - -<dt>legend</dt> -<dd><p>Should a legend be plotted?</p></dd> - - -<dt>lpos</dt> -<dd><p>Where should the legend be placed? Default is "topright". Will -be passed on to <code><a href="https://rdrr.io/r/graphics/legend.html" class="external-link">legend</a></code>.</p></dd> - - -<dt>col_obs</dt> -<dd><p>Colors for the observed variables.</p></dd> - - -<dt>pch_obs</dt> -<dd><p>Symbols to be used for the observed variables.</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>Nothing is returned by this function, as it is called for its side -effect, namely to produce a plot.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><code><a href="mkinplot.html">mkinplot</a></code>, for a way to plot the data and the fitted -lines of the mkinfit object.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">model</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">"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><span class="op">)</span></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><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="va">model</span>, <span class="va">FOCUS_2006_D</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> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span><span class="fu">mkinerrplot</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mkinerrplot-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinfit-1.png b/docs/dev/reference/mkinfit-1.png Binary files differdeleted file mode 100644 index 578f64a5..00000000 --- a/docs/dev/reference/mkinfit-1.png +++ /dev/null diff --git a/docs/dev/reference/mkinfit.html b/docs/dev/reference/mkinfit.html deleted file mode 100644 index 237d903e..00000000 --- a/docs/dev/reference/mkinfit.html +++ /dev/null @@ -1,719 +0,0 @@ -<!DOCTYPE html> -<!-- 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 a kinetic model to data with one or more state variables — mkinfit • 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 a kinetic model to data with one or more state variables — mkinfit"><meta property="og:description" content="This function maximises the likelihood of the observed data using the Port -algorithm stats::nlminb(), and the specified initial or fixed -parameters and starting values. In each step of the optimisation, the -kinetic model is solved using the function mkinpredict(), except -if an analytical solution is implemented, in which case the model is solved -using the degradation function in the mkinmod object. The -parameters of the selected error model are fitted simultaneously with the -degradation model parameters, as both of them are arguments of the -likelihood function."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Fit a kinetic model to data with one or more state variables</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinfit.R" class="external-link"><code>R/mkinfit.R</code></a></small> - <div class="hidden name"><code>mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function maximises the likelihood of the observed data using the Port -algorithm <code><a href="https://rdrr.io/r/stats/nlminb.html" class="external-link">stats::nlminb()</a></code>, and the specified initial or fixed -parameters and starting values. In each step of the optimisation, the -kinetic model is solved using the function <code><a href="mkinpredict.html">mkinpredict()</a></code>, except -if an analytical solution is implemented, in which case the model is solved -using the degradation function in the <a href="mkinmod.html">mkinmod</a> object. The -parameters of the selected error model are fitted simultaneously with the -degradation model parameters, as both of them are arguments of the -likelihood function.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinfit</span><span class="op">(</span></span> -<span> <span class="va">mkinmod</span>,</span> -<span> <span class="va">observed</span>,</span> -<span> parms.ini <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> state.ini <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> err.ini <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> fixed_parms <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> fixed_initials <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">mkinmod</span><span class="op">$</span><span class="va">diffs</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">]</span>,</span> -<span> from_max_mean <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> solution_type <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">"auto"</span>, <span class="st">"analytical"</span>, <span class="st">"eigen"</span>, <span class="st">"deSolve"</span><span class="op">)</span>,</span> -<span> method.ode <span class="op">=</span> <span class="st">"lsoda"</span>,</span> -<span> use_compiled <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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>eval.max <span class="op">=</span> <span class="fl">300</span>, iter.max <span class="op">=</span> <span class="fl">200</span><span class="op">)</span>,</span> -<span> transform_rates <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> transform_fractions <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> quiet <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> atol <span class="op">=</span> <span class="fl">1e-08</span>,</span> -<span> rtol <span class="op">=</span> <span class="fl">1e-10</span>,</span> -<span> error_model <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">"obs"</span>, <span class="st">"tc"</span><span class="op">)</span>,</span> -<span> error_model_algorithm <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">"auto"</span>, <span class="st">"d_3"</span>, <span class="st">"direct"</span>, <span class="st">"twostep"</span>, <span class="st">"threestep"</span>, <span class="st">"fourstep"</span>,</span> -<span> <span class="st">"IRLS"</span>, <span class="st">"OLS"</span><span class="op">)</span>,</span> -<span> reweight.tol <span class="op">=</span> <span class="fl">1e-08</span>,</span> -<span> reweight.max.iter <span class="op">=</span> <span class="fl">10</span>,</span> -<span> trace_parms <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> test_residuals <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>mkinmod</dt> -<dd><p>A list of class <a href="mkinmod.html">mkinmod</a>, containing the kinetic -model to be fitted to the data, or one of the shorthand names ("SFO", -"FOMC", "DFOP", "HS", "SFORB", "IORE"). If a shorthand name is given, a -parent only degradation model is generated for the variable with the -highest value in <code>observed</code>.</p></dd> - - -<dt>observed</dt> -<dd><p>A dataframe with the observed data. The first column called -"name" must contain the name of the observed variable for each data point. -The second column must contain the times of observation, named "time". -The third column must be named "value" and contain the observed values. -Zero values in the "value" column will be removed, with a warning, in -order to avoid problems with fitting the two-component error model. This -is not expected to be a problem, because in general, values of zero are -not observed in degradation data, because there is a lower limit of -detection.</p></dd> - - -<dt>parms.ini</dt> -<dd><p>A named vector of initial values for the parameters, -including parameters to be optimised and potentially also fixed parameters -as indicated by <code>fixed_parms</code>. If set to "auto", initial values for -rate constants are set to default values. Using parameter names that are -not in the model gives an error.</p> -<p>It is possible to only specify a subset of the parameters that the model -needs. You can use the parameter lists "bparms.ode" from a previously -fitted model, which contains the differential equation parameters from -this model. This works nicely if the models are nested. An example is -given below.</p></dd> - - -<dt>state.ini</dt> -<dd><p>A named vector of initial values for the state variables of -the model. In case the observed variables are represented by more than one -model variable, the names will differ from the names of the observed -variables (see <code>map</code> component of <a href="mkinmod.html">mkinmod</a>). The default -is to set the initial value of the first model variable to the mean of the -time zero values for the variable with the maximum observed value, and all -others to 0. If this variable has no time zero observations, its initial -value is set to 100.</p></dd> - - -<dt>err.ini</dt> -<dd><p>A named vector of initial values for the error model -parameters to be optimised. If set to "auto", initial values are set to -default values. Otherwise, inital values for all error model parameters -must be given.</p></dd> - - -<dt>fixed_parms</dt> -<dd><p>The names of parameters that should not be optimised but -rather kept at the values specified in <code>parms.ini</code>. Alternatively, -a named numeric vector of parameters to be fixed, regardless of the values -in parms.ini.</p></dd> - - -<dt>fixed_initials</dt> -<dd><p>The names of model variables for which the initial -state at time 0 should be excluded from the optimisation. Defaults to all -state variables except for the first one.</p></dd> - - -<dt>from_max_mean</dt> -<dd><p>If this is set to TRUE, and the model has only one -observed variable, then data before the time of the maximum observed value -(after averaging for each sampling time) are discarded, and this time is -subtracted from all remaining time values, so the time of the maximum -observed mean value is the new time zero.</p></dd> - - -<dt>solution_type</dt> -<dd><p>If set to "eigen", the solution of the system of -differential equations is based on the spectral decomposition of the -coefficient matrix in cases that this is possible. If set to "deSolve", a -numerical <a href="https://rdrr.io/pkg/deSolve/man/ode.html" class="external-link">ode solver from package deSolve</a> is used. If -set to "analytical", an analytical solution of the model is used. This is -only implemented for relatively simple degradation models. The default is -"auto", which uses "analytical" if possible, otherwise "deSolve" if a -compiler is present, and "eigen" if no compiler is present and the model -can be expressed using eigenvalues and eigenvectors.</p></dd> - - -<dt>method.ode</dt> -<dd><p>The solution method passed via <code><a href="mkinpredict.html">mkinpredict()</a></code> -to <code><a href="https://rdrr.io/pkg/deSolve/man/ode.html" class="external-link">deSolve::ode()</a></code> in case the solution type is "deSolve". The default -"lsoda" is performant, but sometimes fails to converge.</p></dd> - - -<dt>use_compiled</dt> -<dd><p>If set to <code>FALSE</code>, no compiled version of the -<a href="mkinmod.html">mkinmod</a> model is used in the calls to <code><a href="mkinpredict.html">mkinpredict()</a></code> even if a compiled -version is present.</p></dd> - - -<dt>control</dt> -<dd><p>A list of control arguments passed to <code><a href="https://rdrr.io/r/stats/nlminb.html" class="external-link">stats::nlminb()</a></code>.</p></dd> - - -<dt>transform_rates</dt> -<dd><p>Boolean specifying if kinetic rate constants should -be transformed in the model specification used in the fitting for better -compliance with the assumption of normal distribution of the estimator. If -TRUE, also alpha and beta parameters of the FOMC model are -log-transformed, as well as k1 and k2 rate constants for the DFOP and HS -models and the break point tb of the HS model. If FALSE, zero is used as -a lower bound for the rates in the optimisation.</p></dd> - - -<dt>transform_fractions</dt> -<dd><p>Boolean specifying if formation fractions -should be transformed in the model specification used in the fitting for -better compliance with the assumption of normal distribution of the -estimator. The default (TRUE) is to do transformations. If TRUE, -the g parameter of the DFOP model is also transformed. Transformations -are described in <a href="transform_odeparms.html">transform_odeparms</a>.</p></dd> - - -<dt>quiet</dt> -<dd><p>Suppress printing out the current value of the negative -log-likelihood after each improvement?</p></dd> - - -<dt>atol</dt> -<dd><p>Absolute error tolerance, passed to <code><a href="https://rdrr.io/pkg/deSolve/man/ode.html" class="external-link">deSolve::ode()</a></code>. Default -is 1e-8, which is lower than the default in the <code><a href="https://rdrr.io/pkg/deSolve/man/lsoda.html" class="external-link">deSolve::lsoda()</a></code> -function which is used per default.</p></dd> - - -<dt>rtol</dt> -<dd><p>Absolute error tolerance, passed to <code><a href="https://rdrr.io/pkg/deSolve/man/ode.html" class="external-link">deSolve::ode()</a></code>. Default -is 1e-10, much lower than in <code><a href="https://rdrr.io/pkg/deSolve/man/lsoda.html" class="external-link">deSolve::lsoda()</a></code>.</p></dd> - - -<dt>error_model</dt> -<dd><p>If the error model is "const", a constant standard -deviation is assumed.</p> -<p>If the error model is "obs", each observed variable is assumed to have its -own variance.</p> -<p>If the error model is "tc" (two-component error model), a two component -error model similar to the one described by Rocke and Lorenzato (1995) is -used for setting up the likelihood function. Note that this model -deviates from the model by Rocke and Lorenzato, as their model implies -that the errors follow a lognormal distribution for large values, not a -normal distribution as assumed by this method.</p></dd> - - -<dt>error_model_algorithm</dt> -<dd><p>If "auto", the selected algorithm depends on -the error model. If the error model is "const", unweighted nonlinear -least squares fitting ("OLS") is selected. If the error model is "obs", or -"tc", the "d_3" algorithm is selected.</p> -<p>The algorithm "d_3" will directly minimize the negative log-likelihood -and independently also use the three step algorithm described below. -The fit with the higher likelihood is returned.</p> -<p>The algorithm "direct" will directly minimize the negative log-likelihood.</p> -<p>The algorithm "twostep" will minimize the negative log-likelihood after an -initial unweighted least squares optimisation step.</p> -<p>The algorithm "threestep" starts with unweighted least squares, then -optimizes only the error model using the degradation model parameters -found, and then minimizes the negative log-likelihood with free -degradation and error model parameters.</p> -<p>The algorithm "fourstep" starts with unweighted least squares, then -optimizes only the error model using the degradation model parameters -found, then optimizes the degradation model again with fixed error model -parameters, and finally minimizes the negative log-likelihood with free -degradation and error model parameters.</p> -<p>The algorithm "IRLS" (Iteratively Reweighted Least Squares) starts with -unweighted least squares, and then iterates optimization of the error -model parameters and subsequent optimization of the degradation model -using those error model parameters, until the error model parameters -converge.</p></dd> - - -<dt>reweight.tol</dt> -<dd><p>Tolerance for the convergence criterion calculated from -the error model parameters in IRLS fits.</p></dd> - - -<dt>reweight.max.iter</dt> -<dd><p>Maximum number of iterations in IRLS fits.</p></dd> - - -<dt>trace_parms</dt> -<dd><p>Should a trace of the parameter values be listed?</p></dd> - - -<dt>test_residuals</dt> -<dd><p>Should the residuals be tested for normal distribution?</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments that will be passed on to -<code><a href="https://rdrr.io/pkg/deSolve/man/ode.html" class="external-link">deSolve::ode()</a></code>.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A list with "mkinfit" in the class attribute.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>Per default, parameters in the kinetic models are internally transformed in -order to better satisfy the assumption of a normal distribution of their -estimators.</p> - </div> - <div id="note"> - <h2>Note</h2> - <p>When using the "IORE" submodel for metabolites, fitting with -"transform_rates = TRUE" (the default) often leads to failures of the -numerical ODE solver. In this situation it may help to switch off the -internal rate transformation.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Rocke DM and Lorenzato S (1995) A two-component model -for measurement error in analytical chemistry. <em>Technometrics</em> 37(2), 176-184.</p> -<p>Ranke J and Meinecke S (2019) Error Models for the Kinetic Evaluation of Chemical -Degradation Data. <em>Environments</em> 6(12) 124 -<a href="https://doi.org/10.3390/environments6120124" class="external-link">doi:10.3390/environments6120124</a> -.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="summary.mkinfit.html">summary.mkinfit</a>, <a href="plot.mkinfit.html">plot.mkinfit</a>, <a href="parms.html">parms</a> and <a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a>.</p> -<p>Comparisons of models fitted to the same data can be made using -<code><a href="https://rdrr.io/r/stats/AIC.html" class="external-link">AIC</a></code> by virtue of the method <code><a href="logLik.mkinfit.html">logLik.mkinfit</a></code>.</p> -<p>Fitting of several models to several datasets in a single call to -<code><a href="mmkin.html">mmkin</a></code>.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Use shorthand notation for parent only degradation</span></span></span> -<span class="r-in"><span><span class="va">fit</span> <span class="op"><-</span> <span class="fu">mkinfit</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> -<span class="r-in"><span><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">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:30:40 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:30:40 2023 </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> </span> -<span class="r-out co"><span class="r-pr">#></span> Model predictions using solution type analytical </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted using 222 model solutions performed in 0.014 s</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model: Constant variance </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model algorithm: OLS </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for parameters to be optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 85.1 state</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 1.0 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> beta 10.0 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for the transformed parameters actually optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 85.100000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.000000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta 2.302585 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fixed 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> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 44.68652 45.47542 -18.34326</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Optimised, transformed parameters with symmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 85.87000 1.8070 81.23000 90.5200</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.05192 0.1353 -0.29580 0.3996</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta 0.65100 0.2287 0.06315 1.2390</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.85700 0.4378 0.73200 2.9830</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameter correlation:</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_alpha log_beta sigma</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.000e+00 -1.565e-01 -3.142e-01 4.772e-08</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha -1.565e-01 1.000e+00 9.564e-01 1.005e-07</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta -3.142e-01 9.564e-01 1.000e+00 8.541e-08</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 4.772e-08 1.005e-07 8.541e-08 1.000e+00</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> Confidence intervals for internally transformed parameters are asymmetric.</span> -<span class="r-out co"><span class="r-pr">#></span> t-test (unrealistically) based on the assumption of normal distribution</span> -<span class="r-out co"><span class="r-pr">#></span> for estimators of untransformed parameters.</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 85.870 47.530 3.893e-08 81.2300 90.520</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 1.053 7.393 3.562e-04 0.7439 1.491</span> -<span class="r-out co"><span class="r-pr">#></span> beta 1.917 4.373 3.601e-03 1.0650 3.451</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.857 4.243 4.074e-03 0.7320 2.983</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> FOCUS Chi2 error levels in percent:</span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 6.657 3 6</span> -<span class="r-out co"><span class="r-pr">#></span> parent 6.657 3 6</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 1.785 15.15 4.56</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> time variable observed predicted residual</span> -<span class="r-out co"><span class="r-pr">#></span> 0 parent 85.1 85.875 -0.7749</span> -<span class="r-out co"><span class="r-pr">#></span> 1 parent 57.9 55.191 2.7091</span> -<span class="r-out co"><span class="r-pr">#></span> 3 parent 29.9 31.845 -1.9452</span> -<span class="r-out co"><span class="r-pr">#></span> 7 parent 14.6 17.012 -2.4124</span> -<span class="r-out co"><span class="r-pr">#></span> 14 parent 9.7 9.241 0.4590</span> -<span class="r-out co"><span class="r-pr">#></span> 28 parent 6.6 4.754 1.8460</span> -<span class="r-out co"><span class="r-pr">#></span> 63 parent 4.0 2.102 1.8977</span> -<span class="r-out co"><span class="r-pr">#></span> 91 parent 3.9 1.441 2.4590</span> -<span class="r-out co"><span class="r-pr">#></span> 119 parent 0.6 1.092 -0.4919</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># One parent compound, one metabolite, both single first order.</span></span></span> -<span class="r-in"><span><span class="co"># We remove zero values from FOCUS dataset D in order to avoid warnings</span></span></span> -<span class="r-in"><span><span class="va">FOCUS_D</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># Use mkinsub for convenience in model formulation. Pathway to sink included per default.</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><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">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="co"># Fit the model quietly to the FOCUS example dataset D using defaults</span></span></span> -<span class="r-in"><span><span class="va">fit</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mkinfit-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># As lower parent values appear to have lower variance, we try an alternative error model</span></span></span> -<span class="r-in"><span><span class="va">fit.tc</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</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> -<span class="r-in"><span><span class="co"># This avoids the warning, and the likelihood ratio test confirms it is preferable</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">fit.tc</span>, <span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: SFO_SFO with error model tc and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO_SFO with error model const and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 6 -64.983 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 5 -97.224 -1 64.483 9.737e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="co"># We can also allow for different variances of parent and metabolite as error model</span></span></span> -<span class="r-in"><span><span class="va">fit.obs</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</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> -<span class="r-in"><span><span class="co"># The two-component error model has significantly higher likelihood</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">fit.obs</span>, <span class="va">fit.tc</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: SFO_SFO with error model tc and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO_SFO with error model obs and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> 1 6 -64.983 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 6 -96.936 0 63.907 < 2.2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="fu"><a href="parms.html">parms</a></span><span class="op">(</span><span class="va">fit.tc</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 k_parent k_m1 f_parent_to_m1 sigma_low </span> -<span class="r-out co"><span class="r-pr">#></span> 1.007343e+02 1.005562e-01 5.166712e-03 5.083933e-01 3.049883e-03 </span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high </span> -<span class="r-out co"><span class="r-pr">#></span> 7.928118e-02 </span> -<span class="r-in"><span><span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit.tc</span><span class="op">)</span></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_m1 parent_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 0.5083933 0.4916067 </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 6.89313 22.89848</span> -<span class="r-out co"><span class="r-pr">#></span> m1 134.15634 445.65772</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># We can show a quick (only one replication) benchmark for this case, as we</span></span></span> -<span class="r-in"><span><span class="co"># have several alternative solution methods for the model. We skip</span></span></span> -<span class="r-in"><span><span class="co"># uncompiled deSolve, as it is so slow. More benchmarks are found in the</span></span></span> -<span class="r-in"><span><span class="co"># benchmark vignette</span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="kw">if</span><span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="http://rbenchmark.googlecode.com" class="external-link">rbenchmark</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/pkg/rbenchmark/man/benchmark.html" class="external-link">benchmark</a></span><span class="op">(</span>replications <span class="op">=</span> <span class="fl">1</span>, order <span class="op">=</span> <span class="st">"relative"</span>, columns <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">"test"</span>, <span class="st">"relative"</span>, <span class="st">"elapsed"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> deSolve_compiled <span class="op">=</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, use_compiled <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> eigen <span class="op">=</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"eigen"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> analytical <span class="op">=</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"analytical"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> test relative elapsed</span> -<span class="r-out co"><span class="r-pr">#></span> 3 analytical 1.000 0.236</span> -<span class="r-out co"><span class="r-pr">#></span> 1 deSolve_compiled 1.263 0.298</span> -<span class="r-out co"><span class="r-pr">#></span> 2 eigen 2.373 0.560</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Use stepwise fitting, using optimised parameters from parent only fit, FOMC-SFO</span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><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">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span></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><span class="va">fit.FOMC_SFO</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">FOMC_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># Again, we get a warning and try a more sophisticated error model</span></span></span> -<span class="r-in"><span><span class="va">fit.FOMC_SFO.tc</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">FOMC_SFO</span>, <span class="va">FOCUS_D</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> -<span class="r-in"><span><span class="co"># This model has a higher likelihood, but not significantly so</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/lmtest/man/lrtest.html" class="external-link">lrtest</a></span><span class="op">(</span><span class="va">fit.tc</span>, <span class="va">fit.FOMC_SFO.tc</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood ratio test</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model 1: FOMC_SFO with error model tc and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> Model 2: SFO_SFO with error model tc and fixed parameter(s) m1_0</span> -<span class="r-out co"><span class="r-pr">#></span> #Df LogLik Df Chisq Pr(>Chisq)</span> -<span class="r-out co"><span class="r-pr">#></span> 1 7 -64.829 </span> -<span class="r-out co"><span class="r-pr">#></span> 2 6 -64.983 -1 0.3075 0.5792</span> -<span class="r-in"><span><span class="co"># Also, the missing standard error for log_beta and the t-tests for alpha</span></span></span> -<span class="r-in"><span><span class="co"># and beta indicate overparameterisation</span></span></span> -<span class="r-in"><span><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">fit.FOMC_SFO.tc</span>, data <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>NaNs produced</span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>NaNs produced</span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>diag(.) had 0 or NA entries; non-finite result is doubtful</span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:30:44 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:30:44 2023 </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_m1/dt = + f_parent_to_m1 * (alpha/beta) * 1/((time/beta) + 1) *</span> -<span class="r-out co"><span class="r-pr">#></span> 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> Model predictions using solution type deSolve </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted using 3729 model solutions performed in 0.688 s</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model: Two-component variance function </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model algorithm: d_3 </span> -<span class="r-out co"><span class="r-pr">#></span> Direct fitting and three-step fitting yield approximately the same likelihood </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for parameters to be optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 100.75 state</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 1.00 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> beta 10.00 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.10 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.50 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 0.10 error</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 0.10 error</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for the transformed parameters actually optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 100.750000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -2.302585 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.000000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.000000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta 2.302585 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 0.100000 0 Inf</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 0.100000 0 Inf</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fixed parameter values:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> m1_0 0 state</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> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 143.658 155.1211 -64.82902</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Optimised, transformed parameters with symmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 101.600000 2.6400000 96.240000 107.000000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -5.284000 0.0929100 -5.474000 -5.095000</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.001426 0.0767000 -0.155000 0.157800</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 5.522000 0.0077320 5.506000 5.538000</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta 7.806000 NaN NaN NaN</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 0.002488 0.0002431 0.001992 0.002984</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 0.079210 0.0093280 0.060180 0.098230</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameter correlation:</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_m1 f_parent_qlogis log_alpha log_beta</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.000000 -0.095226 -0.76678 0.70544 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -0.095226 1.000000 0.51432 -0.14387 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.766780 0.514321 1.00000 -0.61396 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.705444 -0.143872 -0.61396 1.00000 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta NaN NaN NaN NaN 1</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 0.016073 0.001586 0.01548 5.87007 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 0.006626 -0.011700 -0.05357 0.04849 NaN</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low rsd_high</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 0.016073 0.006626</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 0.001586 -0.011700</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.015476 -0.053566</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 5.870075 0.048487</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta NaN NaN</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 1.000000 -0.652558</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high -0.652558 1.000000</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> Confidence intervals for internally transformed parameters are asymmetric.</span> -<span class="r-out co"><span class="r-pr">#></span> t-test (unrealistically) based on the assumption of normal distribution</span> -<span class="r-out co"><span class="r-pr">#></span> for estimators of untransformed parameters.</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.016e+02 32.7800 6.311e-26 9.624e+01 1.070e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 5.072e-03 10.1200 1.216e-11 4.196e-03 6.130e-03</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 5.004e-01 20.8300 4.317e-20 4.613e-01 5.394e-01</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 2.502e+02 0.5624 2.889e-01 2.463e+02 2.542e+02</span> -<span class="r-out co"><span class="r-pr">#></span> beta 2.455e+03 0.5549 2.915e-01 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> sigma_low 2.488e-03 0.4843 3.158e-01 1.992e-03 2.984e-03</span> -<span class="r-out co"><span class="r-pr">#></span> rsd_high 7.921e-02 8.4300 8.001e-10 6.018e-02 9.823e-02</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> FOCUS Chi2 error levels in percent:</span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 6.781 5 14</span> -<span class="r-out co"><span class="r-pr">#></span> parent 7.141 3 6</span> -<span class="r-out co"><span class="r-pr">#></span> m1 4.640 2 8</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_m1 0.5004</span> -<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.4996</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 6.812 22.7 6.834</span> -<span class="r-out co"><span class="r-pr">#></span> m1 136.661 454.0 NA</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># We can easily use starting parameters from the parent only fit (only for illustration)</span></span></span> -<span class="r-in"><span><span class="va">fit.FOMC</span> <span class="op">=</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="st">"FOMC"</span>, <span class="va">FOCUS_2006_D</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> -<span class="r-in"><span><span class="va">fit.FOMC_SFO</span> <span class="op"><-</span> <span class="fu">mkinfit</span><span class="op">(</span><span class="va">FOMC_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>,</span></span> -<span class="r-in"><span> parms.ini <span class="op">=</span> <span class="va">fit.FOMC</span><span class="op">$</span><span class="va">bparms.ode</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinmod.html b/docs/dev/reference/mkinmod.html deleted file mode 100644 index 50ec64fa..00000000 --- a/docs/dev/reference/mkinmod.html +++ /dev/null @@ -1,426 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to set up a kinetic model with one or more state variables — mkinmod • 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="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). -Print mkinmod objects in a way that the user finds his way to get to its -components."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>This function is usually called using a call to <code>mkinsub()</code> for each observed -variable, specifying the corresponding submodel as well as outgoing pathways -(see examples).</p> -<p>Print mkinmod objects in a way that the user finds his way to get to its -components.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinmod</span><span class="op">(</span></span> -<span> <span class="va">...</span>,</span> -<span> use_of_ff <span class="op">=</span> <span class="st">"max"</span>,</span> -<span> name <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> speclist <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> quiet <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> dll_dir <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> unload <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> overwrite <span class="op">=</span> <span class="cn">FALSE</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinmod</span></span> -<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> -<span></span> -<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></span></code></pre></div> - </div> - - <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 -implemented for all variables, while "FOMC", "DFOP", "HS" and "logistic" -can additionally be chosen for the first variable which is assumed to be -the source compartment. -Additionally, <code>mkinsub()</code> has an argument <code>to</code>, specifying names of -variables to which a transfer is to be assumed in the model. -If the argument <code>use_of_ff</code> is set to "min" -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></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></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></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. This is helpful if fit objects are cached e.g. by knitr, -as the cache remains functional across sessions if the DLL is stored in -a user defined location.</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></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> -<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, -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 -model.</p></dd> - -<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 -returned by cfunction.</p></dd> - - -</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://r-lib.github.io/pkgbuild/reference/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" 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> - </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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<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> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Specify the SFO model (this is not needed any more, as we can now mkinfit("SFO", ...)</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># One parent compound, one metabolite, both single first order</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></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><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> -<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></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># Now supplying compound names used for plotting, and write to user defined location</span></span></span> -<span class="r-in"><span> <span class="co"># We need to choose a path outside the session tempdir because this gets removed</span></span></span> -<span class="r-in"><span> <span class="va">DLL_dir</span> <span class="op"><-</span> <span class="st">"~/.local/share/mkin"</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span> <span class="va">SFO_SFO.2</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span> -<span class="r-msg co"><span class="r-pr">#></span> Copied DLL from /tmp/RtmpiGRJ6t/file5c7f7365e02a0.so to /home/jranke/.local/share/mkin/SFO_SFO.so</span> -<span class="r-in"><span><span class="co"># Now we can save the model and restore it in a new session</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="co"># Terminate the R session here if you would like to check, and then do</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><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></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Show details of creating the C function</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></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></span> -<span class="r-in"><span><span class="co"># The symbolic solution which is available in this case is not</span></span></span> -<span class="r-in"><span><span class="co"># made for human reading but for speed of computation</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span><span class="op">$</span><span class="va">deg_func</span></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: 0x555558bd6708></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># If we have several parallel metabolites</span></span></span> -<span class="r-in"><span><span class="co"># (compare tests/testthat/test_synthetic_data_for_UBA_2014.R)</span></span></span> -<span class="r-in"><span><span class="va">m_synth_DFOP_par</span> <span class="op"><-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span> -<span class="r-in"><span> 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> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinparplot-1.png b/docs/dev/reference/mkinparplot-1.png Binary files differdeleted file mode 100644 index 6e7bf34f..00000000 --- a/docs/dev/reference/mkinparplot-1.png +++ /dev/null diff --git a/docs/dev/reference/mkinparplot.html b/docs/dev/reference/mkinparplot.html deleted file mode 100644 index f7d404ef..00000000 --- a/docs/dev/reference/mkinparplot.html +++ /dev/null @@ -1,177 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to plot the confidence intervals obtained using mkinfit — mkinparplot • 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="Function to plot the confidence intervals obtained using mkinfit — mkinparplot"><meta property="og:description" content="This function plots the confidence intervals for the parameters fitted using -mkinfit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Function to plot the confidence intervals obtained using mkinfit</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinparplot.R" class="external-link"><code>R/mkinparplot.R</code></a></small> - <div class="hidden name"><code>mkinparplot.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function plots the confidence intervals for the parameters fitted using -<code><a href="mkinfit.html">mkinfit</a></code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinparplot</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A fit represented in an <code><a href="mkinfit.html">mkinfit</a></code> object.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Nothing is returned by this function, as it is called for its side -effect, namely to produce a plot.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">model</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> T245 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, to <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">"phenol"</span><span class="op">)</span>, sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> phenol <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, to <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">"anisole"</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> anisole <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><span class="op">)</span></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><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="va">model</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">mccall81_245T</span>, <span class="va">soil</span> <span class="op">==</span> <span class="st">"Commerce"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Optimisation did not converge:</span> -<span class="r-wrn co"><span class="r-pr">#></span> false convergence (8)</span> -<span class="r-in"><span><span class="fu">mkinparplot</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mkinparplot-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinplot.html b/docs/dev/reference/mkinplot.html deleted file mode 100644 index d83ea3f4..00000000 --- a/docs/dev/reference/mkinplot.html +++ /dev/null @@ -1,162 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot the observed data and the fitted model of an mkinfit object — mkinplot • 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="Plot the observed data and the fitted model of an mkinfit object — mkinplot"><meta property="og:description" content="Deprecated function. It now only calls the plot method -plot.mkinfit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot the observed data and the fitted model of an mkinfit object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/plot.mkinfit.R" class="external-link"><code>R/plot.mkinfit.R</code></a></small> - <div class="hidden name"><code>mkinplot.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Deprecated function. It now only calls the plot method -<code><a href="plot.mkinfit.html">plot.mkinfit</a></code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinplot</span><span class="op">(</span><span class="va">fit</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>fit</dt> -<dd><p>an object of class <code><a href="mkinfit.html">mkinfit</a></code>.</p></dd> - - -<dt>...</dt> -<dd><p>further arguments passed to <code><a href="plot.mkinfit.html">plot.mkinfit</a></code>.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The function is called for its side effect.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinpredict.html b/docs/dev/reference/mkinpredict.html deleted file mode 100644 index 7d8e7c26..00000000 --- a/docs/dev/reference/mkinpredict.html +++ /dev/null @@ -1,437 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Produce predictions from a kinetic model using specific parameters — mkinpredict • 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="Produce predictions from a kinetic model using specific parameters — mkinpredict"><meta property="og:description" content="This function produces a time series for all the observed variables in a -kinetic model as specified by mkinmod, using a specific set of -kinetic parameters and initial values for the state variables."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Produce predictions from a kinetic model using specific parameters</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinpredict.R" class="external-link"><code>R/mkinpredict.R</code></a></small> - <div class="hidden name"><code>mkinpredict.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function produces a time series for all the observed variables in a -kinetic model as specified by <a href="mkinmod.html">mkinmod</a>, using a specific set of -kinetic parameters and initial values for the state variables.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">x</span>, <span class="va">odeparms</span>, <span class="va">odeini</span>, <span class="va">outtimes</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinmod</span></span> -<span><span class="fu">mkinpredict</span><span class="op">(</span></span> -<span> <span class="va">x</span>,</span> -<span> odeparms <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_sink <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span> -<span> odeini <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>,</span> -<span> outtimes <span class="op">=</span> <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">120</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span> -<span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>,</span> -<span> use_compiled <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> use_symbols <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> method.ode <span class="op">=</span> <span class="st">"lsoda"</span>,</span> -<span> atol <span class="op">=</span> <span class="fl">1e-08</span>,</span> -<span> rtol <span class="op">=</span> <span class="fl">1e-10</span>,</span> -<span> maxsteps <span class="op">=</span> <span class="fl">20000L</span>,</span> -<span> map_output <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> na_stop <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu">mkinpredict</span><span class="op">(</span></span> -<span> <span class="va">x</span>,</span> -<span> odeparms <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">bparms.ode</span>,</span> -<span> odeini <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">bparms.state</span>,</span> -<span> outtimes <span class="op">=</span> <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">120</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span> -<span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>,</span> -<span> use_compiled <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> method.ode <span class="op">=</span> <span class="st">"lsoda"</span>,</span> -<span> atol <span class="op">=</span> <span class="fl">1e-08</span>,</span> -<span> rtol <span class="op">=</span> <span class="fl">1e-10</span>,</span> -<span> map_output <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>A kinetic model as produced by <a href="mkinmod.html">mkinmod</a>, or a kinetic fit as -fitted by <a href="mkinfit.html">mkinfit</a>. In the latter case, the fitted parameters are used for -the prediction.</p></dd> - - -<dt>odeparms</dt> -<dd><p>A numeric vector specifying the parameters used in the -kinetic model, which is generally defined as a set of ordinary differential -equations.</p></dd> - - -<dt>odeini</dt> -<dd><p>A numeric vector containing the initial values of the state -variables of the model. Note that the state variables can differ from the -observed variables, for example in the case of the SFORB model.</p></dd> - - -<dt>outtimes</dt> -<dd><p>A numeric vector specifying the time points for which model -predictions should be generated.</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments passed to the ode solver in case such a -solver is used.</p></dd> - - -<dt>solution_type</dt> -<dd><p>The method that should be used for producing the -predictions. This should generally be "analytical" if there is only one -observed variable, and usually "deSolve" in the case of several observed -variables. The third possibility "eigen" is fast in comparison to uncompiled -ODE models, but not applicable to some models, e.g. using FOMC for the -parent compound.</p></dd> - - -<dt>use_compiled</dt> -<dd><p>If set to <code>FALSE</code>, no compiled version of the -<a href="mkinmod.html">mkinmod</a> model is used, even if is present.</p></dd> - - -<dt>use_symbols</dt> -<dd><p>If set to <code>TRUE</code> (default), symbol info present in -the <a href="mkinmod.html">mkinmod</a> object is used if available for accessing compiled code</p></dd> - - -<dt>method.ode</dt> -<dd><p>The solution method passed via mkinpredict to ode] in -case the solution type is "deSolve" and we are not using compiled code. -When using compiled code, only lsoda is supported.</p></dd> - - -<dt>atol</dt> -<dd><p>Absolute error tolerance, passed to the ode solver.</p></dd> - - -<dt>rtol</dt> -<dd><p>Absolute error tolerance, passed to the ode solver.</p></dd> - - -<dt>maxsteps</dt> -<dd><p>Maximum number of steps, passed to the ode solver.</p></dd> - - -<dt>map_output</dt> -<dd><p>Boolean to specify if the output should list values for -the observed variables (default) or for all state variables (if set to -FALSE). Setting this to FALSE has no effect for analytical solutions, -as these always return mapped output.</p></dd> - - -<dt>na_stop</dt> -<dd><p>Should it be an error if ode returns NaN values</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A matrix with the numeric solution in wide format</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>degradinol <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> -<span class="r-in"><span><span class="co"># Compare solution types</span></span></span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"analytical"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol</span> -<span class="r-out co"><span class="r-pr">#></span> 0 0 100.0000000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 74.0818221</span> -<span class="r-out co"><span class="r-pr">#></span> 2 2 54.8811636</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 40.6569660</span> -<span class="r-out co"><span class="r-pr">#></span> 4 4 30.1194212</span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 22.3130160</span> -<span class="r-out co"><span class="r-pr">#></span> 6 6 16.5298888</span> -<span class="r-out co"><span class="r-pr">#></span> 7 7 12.2456428</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 9.0717953</span> -<span class="r-out co"><span class="r-pr">#></span> 9 9 6.7205513</span> -<span class="r-out co"><span class="r-pr">#></span> 10 10 4.9787068</span> -<span class="r-out co"><span class="r-pr">#></span> 11 11 3.6883167</span> -<span class="r-out co"><span class="r-pr">#></span> 12 12 2.7323722</span> -<span class="r-out co"><span class="r-pr">#></span> 13 13 2.0241911</span> -<span class="r-out co"><span class="r-pr">#></span> 14 14 1.4995577</span> -<span class="r-out co"><span class="r-pr">#></span> 15 15 1.1108997</span> -<span class="r-out co"><span class="r-pr">#></span> 16 16 0.8229747</span> -<span class="r-out co"><span class="r-pr">#></span> 17 17 0.6096747</span> -<span class="r-out co"><span class="r-pr">#></span> 18 18 0.4516581</span> -<span class="r-out co"><span class="r-pr">#></span> 19 19 0.3345965</span> -<span class="r-out co"><span class="r-pr">#></span> 20 20 0.2478752</span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol</span> -<span class="r-out co"><span class="r-pr">#></span> 0 0 100.0000000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 74.0818221</span> -<span class="r-out co"><span class="r-pr">#></span> 2 2 54.8811636</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 40.6569660</span> -<span class="r-out co"><span class="r-pr">#></span> 4 4 30.1194212</span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 22.3130160</span> -<span class="r-out co"><span class="r-pr">#></span> 6 6 16.5298888</span> -<span class="r-out co"><span class="r-pr">#></span> 7 7 12.2456428</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 9.0717953</span> -<span class="r-out co"><span class="r-pr">#></span> 9 9 6.7205513</span> -<span class="r-out co"><span class="r-pr">#></span> 10 10 4.9787068</span> -<span class="r-out co"><span class="r-pr">#></span> 11 11 3.6883167</span> -<span class="r-out co"><span class="r-pr">#></span> 12 12 2.7323722</span> -<span class="r-out co"><span class="r-pr">#></span> 13 13 2.0241911</span> -<span class="r-out co"><span class="r-pr">#></span> 14 14 1.4995577</span> -<span class="r-out co"><span class="r-pr">#></span> 15 15 1.1108996</span> -<span class="r-out co"><span class="r-pr">#></span> 16 16 0.8229747</span> -<span class="r-out co"><span class="r-pr">#></span> 17 17 0.6096747</span> -<span class="r-out co"><span class="r-pr">#></span> 18 18 0.4516581</span> -<span class="r-out co"><span class="r-pr">#></span> 19 19 0.3345965</span> -<span class="r-out co"><span class="r-pr">#></span> 20 20 0.2478752</span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol</span> -<span class="r-out co"><span class="r-pr">#></span> 0 0 100.0000000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 74.0818221</span> -<span class="r-out co"><span class="r-pr">#></span> 2 2 54.8811636</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 40.6569660</span> -<span class="r-out co"><span class="r-pr">#></span> 4 4 30.1194212</span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 22.3130160</span> -<span class="r-out co"><span class="r-pr">#></span> 6 6 16.5298888</span> -<span class="r-out co"><span class="r-pr">#></span> 7 7 12.2456428</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 9.0717953</span> -<span class="r-out co"><span class="r-pr">#></span> 9 9 6.7205513</span> -<span class="r-out co"><span class="r-pr">#></span> 10 10 4.9787068</span> -<span class="r-out co"><span class="r-pr">#></span> 11 11 3.6883167</span> -<span class="r-out co"><span class="r-pr">#></span> 12 12 2.7323722</span> -<span class="r-out co"><span class="r-pr">#></span> 13 13 2.0241911</span> -<span class="r-out co"><span class="r-pr">#></span> 14 14 1.4995577</span> -<span class="r-out co"><span class="r-pr">#></span> 15 15 1.1108996</span> -<span class="r-out co"><span class="r-pr">#></span> 16 16 0.8229747</span> -<span class="r-out co"><span class="r-pr">#></span> 17 17 0.6096747</span> -<span class="r-out co"><span class="r-pr">#></span> 18 18 0.4516581</span> -<span class="r-out co"><span class="r-pr">#></span> 19 19 0.3345965</span> -<span class="r-out co"><span class="r-pr">#></span> 20 20 0.2478752</span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"eigen"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol</span> -<span class="r-out co"><span class="r-pr">#></span> 0 0 100.0000000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 74.0818221</span> -<span class="r-out co"><span class="r-pr">#></span> 2 2 54.8811636</span> -<span class="r-out co"><span class="r-pr">#></span> 3 3 40.6569660</span> -<span class="r-out co"><span class="r-pr">#></span> 4 4 30.1194212</span> -<span class="r-out co"><span class="r-pr">#></span> 5 5 22.3130160</span> -<span class="r-out co"><span class="r-pr">#></span> 6 6 16.5298888</span> -<span class="r-out co"><span class="r-pr">#></span> 7 7 12.2456428</span> -<span class="r-out co"><span class="r-pr">#></span> 8 8 9.0717953</span> -<span class="r-out co"><span class="r-pr">#></span> 9 9 6.7205513</span> -<span class="r-out co"><span class="r-pr">#></span> 10 10 4.9787068</span> -<span class="r-out co"><span class="r-pr">#></span> 11 11 3.6883167</span> -<span class="r-out co"><span class="r-pr">#></span> 12 12 2.7323722</span> -<span class="r-out co"><span class="r-pr">#></span> 13 13 2.0241911</span> -<span class="r-out co"><span class="r-pr">#></span> 14 14 1.4995577</span> -<span class="r-out co"><span class="r-pr">#></span> 15 15 1.1108997</span> -<span class="r-out co"><span class="r-pr">#></span> 16 16 0.8229747</span> -<span class="r-out co"><span class="r-pr">#></span> 17 17 0.6096747</span> -<span class="r-out co"><span class="r-pr">#></span> 18 18 0.4516581</span> -<span class="r-out co"><span class="r-pr">#></span> 19 19 0.3345965</span> -<span class="r-out co"><span class="r-pr">#></span> 20 20 0.2478752</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Compare integration methods to analytical solution</span></span></span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"analytical"</span><span class="op">)</span><span class="op">[</span><span class="fl">21</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2478752 </span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> method <span class="op">=</span> <span class="st">"lsoda"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">[</span><span class="fl">21</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2478752 </span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> method <span class="op">=</span> <span class="st">"ode45"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">[</span><span class="fl">21</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2478752 </span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="fl">0</span><span class="op">:</span><span class="fl">20</span>,</span></span> -<span class="r-in"><span> method <span class="op">=</span> <span class="st">"rk4"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">[</span><span class="fl">21</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2480043 </span> -<span class="r-in"><span><span class="co"># rk4 is not as precise here</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The number of output times used to make a lot of difference until the</span></span></span> -<span class="r-in"><span><span class="co"># default for atol was adjusted</span></span></span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <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">20</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="fl">201</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2478752 </span> -<span class="r-in"><span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_degradinol <span class="op">=</span> <span class="fl">0.3</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>degradinol <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <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">20</span>, by <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="fl">2001</span>,<span class="op">]</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> time degradinol </span> -<span class="r-out co"><span class="r-pr">#></span> 20.0000000 0.2478752 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Comparison of the performance of solution types</span></span></span> -<span class="r-in"><span><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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"m1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> m1 <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>type <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><span class="op">)</span></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><span class="kw">if</span><span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="http://rbenchmark.googlecode.com" class="external-link">rbenchmark</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/pkg/rbenchmark/man/benchmark.html" class="external-link">benchmark</a></span><span class="op">(</span>replications <span class="op">=</span> <span class="fl">10</span>, order <span class="op">=</span> <span class="st">"relative"</span>, columns <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">"test"</span>, <span class="st">"relative"</span>, <span class="st">"elapsed"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> eigen <span class="op">=</span> <span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO_SFO</span>,</span></span> -<span class="r-in"><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">0.15</span>, f_parent_to_m1 <span class="op">=</span> <span class="fl">0.5</span>, k_m1 <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span>, <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">20</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"eigen"</span><span class="op">)</span><span class="op">[</span><span class="fl">201</span>,<span class="op">]</span>,</span></span> -<span class="r-in"><span> deSolve_compiled <span class="op">=</span> <span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO_SFO</span>,</span></span> -<span class="r-in"><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">0.15</span>, f_parent_to_m1 <span class="op">=</span> <span class="fl">0.5</span>, k_m1 <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span>, <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">20</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span><span class="op">[</span><span class="fl">201</span>,<span class="op">]</span>,</span></span> -<span class="r-in"><span> deSolve <span class="op">=</span> <span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO_SFO</span>,</span></span> -<span class="r-in"><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">0.15</span>, f_parent_to_m1 <span class="op">=</span> <span class="fl">0.5</span>, k_m1 <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span>, <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">20</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">[</span><span class="fl">201</span>,<span class="op">]</span>,</span></span> -<span class="r-in"><span> analytical <span class="op">=</span> <span class="fu">mkinpredict</span><span class="op">(</span><span class="va">SFO_SFO</span>,</span></span> -<span class="r-in"><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">0.15</span>, f_parent_to_m1 <span class="op">=</span> <span class="fl">0.5</span>, k_m1 <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span>,</span></span> -<span class="r-in"><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><span class="op">)</span>, <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">20</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"analytical"</span>, use_compiled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">[</span><span class="fl">201</span>,<span class="op">]</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Loading required package: rbenchmark</span> -<span class="r-out co"><span class="r-pr">#></span> test relative elapsed</span> -<span class="r-out co"><span class="r-pr">#></span> 2 deSolve_compiled 1.00 0.004</span> -<span class="r-out co"><span class="r-pr">#></span> 1 eigen 4.00 0.016</span> -<span class="r-out co"><span class="r-pr">#></span> 4 analytical 4.25 0.017</span> -<span class="r-out co"><span class="r-pr">#></span> 3 deSolve 40.75 0.163</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="co"># Predict from a fitted model</span></span></span> -<span class="r-in"><span> <span class="va">f</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_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">f</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_C</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> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="fu">mkinpredict</span><span class="op">(</span><span class="va">f</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in !is.null(x$symbols) & use_symbols:</span> operations are possible only for numeric, logical or complex types</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mkinresplot-1.png b/docs/dev/reference/mkinresplot-1.png Binary files differdeleted file mode 100644 index 7c64d0f0..00000000 --- a/docs/dev/reference/mkinresplot-1.png +++ /dev/null diff --git a/docs/dev/reference/mkinresplot.html b/docs/dev/reference/mkinresplot.html deleted file mode 100644 index e73ac93c..00000000 --- a/docs/dev/reference/mkinresplot.html +++ /dev/null @@ -1,248 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Function to plot residuals stored in an mkin object — mkinresplot • 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="Function to plot residuals stored in an mkin object — mkinresplot"><meta property="og:description" content="This function plots the residuals for the specified subset of the observed -variables from an mkinfit object. A combined plot of the fitted model and -the residuals can be obtained using plot.mkinfit using the -argument show_residuals = TRUE."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Function to plot residuals stored in an mkin object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinresplot.R" class="external-link"><code>R/mkinresplot.R</code></a></small> - <div class="hidden name"><code>mkinresplot.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function plots the residuals for the specified subset of the observed -variables from an mkinfit object. A combined plot of the fitted model and -the residuals can be obtained using <code><a href="plot.mkinfit.html">plot.mkinfit</a></code> using the -argument <code>show_residuals = TRUE</code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinresplot</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<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">object</span><span class="op">$</span><span class="va">mkinmod</span><span class="op">$</span><span class="va">map</span><span class="op">)</span>,</span> -<span> xlim <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">1.1</span> <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="va">object</span><span class="op">$</span><span class="va">data</span><span class="op">$</span><span class="va">time</span><span class="op">)</span><span class="op">)</span>,</span> -<span> standardized <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> xlab <span class="op">=</span> <span class="st">"Time"</span>,</span> -<span> ylab <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="va">standardized</span>, <span class="st">"Standardized residual"</span>, <span class="st">"Residual"</span><span class="op">)</span>,</span> -<span> maxabs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> legend <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> lpos <span class="op">=</span> <span class="st">"topright"</span>,</span> -<span> col_obs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> pch_obs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> frame <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A fit represented in an <code><a href="mkinfit.html">mkinfit</a></code> object.</p></dd> - - -<dt>obs_vars</dt> -<dd><p>A character vector of names of the observed variables for -which residuals should be plotted. Defaults to all observed variables in -the model</p></dd> - - -<dt>xlim</dt> -<dd><p>plot range in x direction.</p></dd> - - -<dt>standardized</dt> -<dd><p>Should the residuals be standardized by dividing by the -standard deviation given by the error model of the fit?</p></dd> - - -<dt>xlab</dt> -<dd><p>Label for the x axis.</p></dd> - - -<dt>ylab</dt> -<dd><p>Label for the y axis.</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>legend</dt> -<dd><p>Should a legend be plotted?</p></dd> - - -<dt>lpos</dt> -<dd><p>Where should the legend be placed? Default is "topright". Will -be passed on to <code><a href="https://rdrr.io/r/graphics/legend.html" class="external-link">legend</a></code>.</p></dd> - - -<dt>col_obs</dt> -<dd><p>Colors for the observed variables.</p></dd> - - -<dt>pch_obs</dt> -<dd><p>Symbols to be used for the observed variables.</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>Nothing is returned by this function, as it is called for its side -effect, namely to produce a plot.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><code><a href="mkinplot.html">mkinplot</a></code>, for a way to plot the data and the fitted -lines of the mkinfit object, and <code><a href="plot.mkinfit.html">plot_res</a></code> for a function -combining the plot of the fit and the residual plot.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke and Katrin Lindenberger</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">model</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">"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><span class="op">)</span></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><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="va">model</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span><span class="fu">mkinresplot</span><span class="op">(</span><span class="va">fit</span>, <span class="st">"m1"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mkinresplot-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/mmkin-1.png b/docs/dev/reference/mmkin-1.png Binary files differdeleted file mode 100644 index dae64316..00000000 --- a/docs/dev/reference/mmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/mmkin-2.png b/docs/dev/reference/mmkin-2.png Binary files differdeleted file mode 100644 index b281cd7e..00000000 --- a/docs/dev/reference/mmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/mmkin-3.png b/docs/dev/reference/mmkin-3.png Binary files differdeleted file mode 100644 index 23b0725c..00000000 --- a/docs/dev/reference/mmkin-3.png +++ /dev/null diff --git a/docs/dev/reference/mmkin-4.png b/docs/dev/reference/mmkin-4.png Binary files differdeleted file mode 100644 index 11eae1f9..00000000 --- a/docs/dev/reference/mmkin-4.png +++ /dev/null diff --git a/docs/dev/reference/mmkin-5.png b/docs/dev/reference/mmkin-5.png Binary files differdeleted file mode 100644 index e88bd59f..00000000 --- a/docs/dev/reference/mmkin-5.png +++ /dev/null diff --git a/docs/dev/reference/mmkin.html b/docs/dev/reference/mmkin.html deleted file mode 100644 index 64623f20..00000000 --- a/docs/dev/reference/mmkin.html +++ /dev/null @@ -1,289 +0,0 @@ -<!DOCTYPE html> -<!-- 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 one or more kinetic models with one or more state variables to one or -more datasets — 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="Fit one or more kinetic models with one or more state variables to one or -more datasets — mmkin"><meta property="og:description" content="This function calls mkinfit on all combinations of models and -datasets specified in its first two arguments."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Fit one or more kinetic models with one or more state variables to one or -more datasets</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mmkin.R" class="external-link"><code>R/mmkin.R</code></a></small> - <div class="hidden name"><code>mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function calls <code><a href="mkinfit.html">mkinfit</a></code> on all combinations of models and -datasets specified in its first two arguments.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mmkin</span><span class="op">(</span></span> -<span> models <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> -<span> <span class="va">datasets</span>,</span> -<span> cores <span class="op">=</span> <span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Sys.info.html" class="external-link">Sys.info</a></span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="st">"sysname"</span><span class="op">]</span> <span class="op">==</span> <span class="st">"Windows"</span><span class="op">)</span> <span class="fl">1</span> <span class="kw">else</span> <span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">detectCores</a></span><span class="op">(</span><span class="op">)</span>,</span> -<span> cluster <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>models</dt> -<dd><p>Either a character vector of shorthand names like -<code>c("SFO", "FOMC", "DFOP", "HS", "SFORB")</code>, or an optionally named -list of <code><a href="mkinmod.html">mkinmod</a></code> objects.</p></dd> - - -<dt>datasets</dt> -<dd><p>An optionally named list of datasets suitable as observed -data for <code><a href="mkinfit.html">mkinfit</a></code>.</p></dd> - - -<dt>cores</dt> -<dd><p>The number of cores to be used for multicore processing. This -is only used when the <code>cluster</code> argument is <code>NULL</code>. On Windows -machines, cores > 1 is not supported, you need to use the <code>cluster</code> -argument to use multiple logical processors. Per default, all cores -detected by <code><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">parallel::detectCores()</a></code> are used, except on Windows where -the default is 1.</p></dd> - - -<dt>cluster</dt> -<dd><p>A cluster as returned by <code>makeCluster</code> to be used -for parallel execution.</p></dd> - - -<dt>...</dt> -<dd><p>Not used.</p></dd> - - -<dt>x</dt> -<dd><p>An mmkin object.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A two-dimensional <code><a href="https://rdrr.io/r/base/array.html" class="external-link">array</a></code> of <code><a href="mkinfit.html">mkinfit</a></code></p> - - -<p>objects and/or try-errors that can be indexed using the model names for the -first index (row index) and the dataset names for the second index (column -index).</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><code><a href="Extract.mmkin.html">[.mmkin</a></code> for subsetting, <code><a href="plot.mmkin.html">plot.mmkin</a></code> for -plotting.</p></div> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">m_synth_SFO_lin</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">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">m_synth_FOMC_lin</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">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">models</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>SFO_lin <span class="op">=</span> <span class="va">m_synth_SFO_lin</span>, FOMC_lin <span class="op">=</span> <span class="va">m_synth_FOMC_lin</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">datasets</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">synthetic_data_for_UBA_2014</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">3</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></span> -<span class="r-in"><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">datasets</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">1</span><span class="op">:</span><span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">time_default</span> <span class="op"><-</span> <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 class="va">fits.0</span> <span class="op"><-</span> <span class="fu">mmkin</span><span class="op">(</span><span class="va">models</span>, <span class="va">datasets</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">time_1</span> <span class="op"><-</span> <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 class="va">fits.4</span> <span class="op"><-</span> <span class="fu">mmkin</span><span class="op">(</span><span class="va">models</span>, <span class="va">datasets</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="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">time_default</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> user system elapsed </span> -<span class="r-out co"><span class="r-pr">#></span> 1.560 0.668 0.742 </span> -<span class="r-in"><span><span class="va">time_1</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> user system elapsed </span> -<span class="r-out co"><span class="r-pr">#></span> 2.033 0.004 2.037 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fits.0</span><span class="op">[[</span><span class="st">"SFO_lin"</span>, <span class="fl">2</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></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_M1 parent_sink M1_M2 M1_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 0.7340481 0.2659519 0.7505683 0.2494317 </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 0.877769 2.915885</span> -<span class="r-out co"><span class="r-pr">#></span> M1 2.325744 7.725956</span> -<span class="r-out co"><span class="r-pr">#></span> M2 33.720100 112.015749</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># plot.mkinfit handles rows or columns of mmkin result objects</span></span></span> -<span class="r-in"><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">fits.0</span><span class="op">[</span><span class="fl">1</span>, <span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mmkin-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">fits.0</span><span class="op">[</span><span class="fl">1</span>, <span class="op">]</span>, obs_var <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mmkin-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">fits.0</span><span class="op">[</span>, <span class="fl">1</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mmkin-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># Use double brackets to extract a single mkinfit object, which will be plotted</span></span></span> -<span class="r-in"><span><span class="co"># by plot.mkinfit and can be plotted using plot_sep</span></span></span> -<span class="r-in"><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">fits.0</span><span class="op">[[</span><span class="fl">1</span>, <span class="fl">1</span><span class="op">]</span><span class="op">]</span>, sep_obs <span class="op">=</span> <span class="cn">TRUE</span>, show_residuals <span class="op">=</span> <span class="cn">TRUE</span>, show_errmin <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mmkin-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">fits.0</span><span class="op">[[</span><span class="fl">1</span>, <span class="fl">1</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># Plotting with mmkin (single brackets, extracting an mmkin object) does not</span></span></span> -<span class="r-in"><span><span class="co"># allow to plot the observed variables separately</span></span></span> -<span class="r-in"><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">fits.0</span><span class="op">[</span><span class="fl">1</span>, <span class="fl">1</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="mmkin-5.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># On Windows, we can use multiple cores by making a cluster first</span></span></span> -<span class="r-in"><span><span class="va">cl</span> <span class="op"><-</span> <span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/makeCluster.html" class="external-link">makePSOCKcluster</a></span><span class="op">(</span><span class="fl">12</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f</span> <span class="op"><-</span> <span class="fu">mmkin</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></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>A <span class="op">=</span> <span class="va">FOCUS_2006_A</span>, B <span class="op">=</span> <span class="va">FOCUS_2006_B</span>, C <span class="op">=</span> <span class="va">FOCUS_2006_C</span>, D <span class="op">=</span> <span class="va">FOCUS_2006_D</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> cluster <span class="op">=</span> <span class="va">cl</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><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">f</span><span class="op">)</span></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 A B C D </span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK OK OK</span> -<span class="r-out co"><span class="r-pr">#></span> FOMC OK OK OK OK</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 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-in"><span><span class="co"># We get false convergence for the FOMC fit to FOCUS_2006_A because this</span></span></span> -<span class="r-in"><span><span class="co"># dataset is really SFO, and the FOMC fit is overparameterised</span></span></span> -<span class="r-in"><span><span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/makeCluster.html" class="external-link">stopCluster</a></span><span class="op">(</span><span class="va">cl</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/multistart-1.png b/docs/dev/reference/multistart-1.png Binary files differdeleted file mode 100644 index c7937d67..00000000 --- a/docs/dev/reference/multistart-1.png +++ /dev/null diff --git a/docs/dev/reference/multistart-2.png b/docs/dev/reference/multistart-2.png Binary files differdeleted file mode 100644 index b6e29ba5..00000000 --- a/docs/dev/reference/multistart-2.png +++ /dev/null diff --git a/docs/dev/reference/multistart.html b/docs/dev/reference/multistart.html deleted file mode 100644 index 6fc88621..00000000 --- a/docs/dev/reference/multistart.html +++ /dev/null @@ -1,259 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Perform a hierarchical model fit with multiple starting values — multistart • 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="Perform a hierarchical model fit with multiple starting values — multistart"><meta property="og:description" content="The purpose of this method is to check if a certain algorithm for fitting -nonlinear hierarchical models (also known as nonlinear mixed-effects models) -will reliably yield results that are sufficiently similar to each other, if -started with a certain range of reasonable starting parameters. It is -inspired by the article on practical identifiabiliy in the frame of nonlinear -mixed-effects models by Duchesne et al (2021)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.4</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Perform a hierarchical model fit with multiple starting values</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/multistart.R" class="external-link"><code>R/multistart.R</code></a></small> - <div class="hidden name"><code>multistart.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The purpose of this method is to check if a certain algorithm for fitting -nonlinear hierarchical models (also known as nonlinear mixed-effects models) -will reliably yield results that are sufficiently similar to each other, if -started with a certain range of reasonable starting parameters. It is -inspired by the article on practical identifiabiliy in the frame of nonlinear -mixed-effects models by Duchesne et al (2021).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">multistart</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> n <span class="op">=</span> <span class="fl">50</span>,</span> -<span> cores <span class="op">=</span> <span class="kw">if</span> <span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Sys.info.html" class="external-link">Sys.info</a></span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="st">"sysname"</span><span class="op">]</span> <span class="op">==</span> <span class="st">"Windows"</span><span class="op">)</span> <span class="fl">1</span> <span class="kw">else</span> <span class="fu">parallel</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/parallel/detectCores.html" class="external-link">detectCores</a></span><span class="op">(</span><span class="op">)</span>,</span> -<span> cluster <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for saem.mmkin</span></span> -<span><span class="fu">multistart</span><span class="op">(</span><span class="va">object</span>, n <span class="op">=</span> <span class="fl">50</span>, cores <span class="op">=</span> <span class="fl">1</span>, cluster <span class="op">=</span> <span class="cn">NULL</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for multistart</span></span> -<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> -<span></span> -<span><span class="fu">best</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for default</span></span> -<span><span class="fu">best</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">which.best</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for default</span></span> -<span><span class="fu">which.best</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The fit object to work with</p></dd> - - -<dt>n</dt> -<dd><p>How many different combinations of starting parameters should be -used?</p></dd> - - -<dt>cores</dt> -<dd><p>How many fits should be run in parallel (only on posix platforms)?</p></dd> - - -<dt>cluster</dt> -<dd><p>A cluster as returned by <a href="https://rdrr.io/r/parallel/makeCluster.html" class="external-link">parallel::makeCluster</a> to be used -for parallel execution.</p></dd> - - -<dt>...</dt> -<dd><p>Passed to the update function.</p></dd> - - -<dt>x</dt> -<dd><p>The multistart object to print</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A list of <a href="saem.html">saem.mmkin</a> objects, with class attributes -'multistart.saem.mmkin' and 'multistart'.</p> - - -<p>The object with the highest likelihood</p> - - -<p>The index of the object with the highest likelihood</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Duchesne R, Guillemin A, Gandrillon O, Crauste F. Practical -identifiability in the frame of nonlinear mixed effects models: the example -of the in vitro erythropoiesis. BMC Bioinformatics. 2021 Oct 4;22(1):478. -doi: 10.1186/s12859-021-04373-4.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="parplot.html">parplot</a>, <a href="llhist.html">llhist</a></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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></span> -<span class="r-in"><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">$</span><span class="va">data</span></span></span> -<span class="r-in"><span> <span class="va">ds_i</span><span class="op">[</span><span class="va">ds_i</span><span class="op">$</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></span> -<span class="r-in"><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">$</span><span class="va">f_time_norm</span><span class="op">[</span><span class="va">i</span><span class="op">]</span></span></span> -<span class="r-in"><span> <span class="va">ds_i</span></span></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">dmta_ds</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">sapply</a></span><span class="op">(</span><span class="va">dimethenamid_2018</span><span class="op">$</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></span> -<span class="r-in"><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></span> -<span class="r-in"><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="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> -<span class="r-in"><span></span></span> -<span class="r-in"><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="st">"DFOP"</span>, <span class="va">dmta_ds</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">7</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_saem_full</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_saem_full_multi</span> <span class="op"><-</span> <span class="fu">multistart</span><span class="op">(</span><span class="va">f_saem_full</span>, n <span class="op">=</span> <span class="fl">16</span>, cores <span class="op">=</span> <span class="fl">16</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="parplot.html">parplot</a></span><span class="op">(</span><span class="va">f_saem_full_multi</span>, lpos <span class="op">=</span> <span class="st">"topleft"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="multistart-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_full</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] "sd(log_k2)"</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">f_saem_reduced</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_saem_full</span>, no_random_effect <span class="op">=</span> <span class="st">"log_k2"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_reduced</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># On Windows, we need to create a PSOCK cluster first and refer to it</span></span></span> -<span class="r-in"><span><span class="co"># in the call to multistart()</span></span></span> -<span class="r-in"><span><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">parallel</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">cl</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/parallel/makeCluster.html" class="external-link">makePSOCKcluster</a></span><span class="op">(</span><span class="fl">12</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">f_saem_reduced_multi</span> <span class="op"><-</span> <span class="fu">multistart</span><span class="op">(</span><span class="va">f_saem_reduced</span>, n <span class="op">=</span> <span class="fl">16</span>, cluster <span class="op">=</span> <span class="va">cl</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="parplot.html">parplot</a></span><span class="op">(</span><span class="va">f_saem_reduced_multi</span>, lpos <span class="op">=</span> <span class="st">"topright"</span>, ylim <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">0.5</span>, <span class="fl">2</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="multistart-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/parallel/makeCluster.html" class="external-link">stopCluster</a></span><span class="op">(</span><span class="va">cl</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/nafta-1.png b/docs/dev/reference/nafta-1.png Binary files differdeleted file mode 100644 index 98d4246c..00000000 --- a/docs/dev/reference/nafta-1.png +++ /dev/null diff --git a/docs/dev/reference/nafta.html b/docs/dev/reference/nafta.html deleted file mode 100644 index 6d568718..00000000 --- a/docs/dev/reference/nafta.html +++ /dev/null @@ -1,259 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Evaluate parent kinetics using the NAFTA guidance — nafta • 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="Evaluate parent kinetics using the NAFTA guidance — nafta"><meta property="og:description" content="The function fits the SFO, IORE and DFOP models using mmkin -and returns an object of class nafta that has methods for printing -and plotting. -Print nafta objects. The results for the three models are printed in the -order of increasing model complexity, i.e. SFO, then IORE, and finally DFOP."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Evaluate parent kinetics using the NAFTA guidance</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nafta.R" class="external-link"><code>R/nafta.R</code></a></small> - <div class="hidden name"><code>nafta.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The function fits the SFO, IORE and DFOP models using <code><a href="mmkin.html">mmkin</a></code> -and returns an object of class <code>nafta</code> that has methods for printing -and plotting.</p> -<p>Print nafta objects. The results for the three models are printed in the -order of increasing model complexity, i.e. SFO, then IORE, and finally DFOP.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">nafta</span><span class="op">(</span><span class="va">ds</span>, title <span class="op">=</span> <span class="cn">NA</span>, quiet <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for nafta</span></span> -<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>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, digits <span class="op">=</span> <span class="fl">3</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="source"> - <h2>Source</h2> - <p>NAFTA (2011) Guidance for evaluating and calculating degradation -kinetics in environmental media. NAFTA Technical Working Group on -Pesticides -<a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/guidance-evaluating-and-calculating-degradation</a> -accessed 2019-02-22</p> -<p>US EPA (2015) Standard Operating Procedure for Using the NAFTA Guidance to -Calculate Representative Half-life Values and Characterizing Pesticide -Degradation -<a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance</a></p> - </div> - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>ds</dt> -<dd><p>A dataframe that must contain one variable called "time" with the -time values specified by the <code>time</code> argument, one column called -"name" with the grouping of the observed values, and finally one column of -observed values called "value".</p></dd> - - -<dt>title</dt> -<dd><p>Optional title of the dataset</p></dd> - - -<dt>quiet</dt> -<dd><p>Should the evaluation text be shown?</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments passed to <code><a href="mmkin.html">mmkin</a></code> (not for the -printing method).</p></dd> - - -<dt>x</dt> -<dd><p>An <code>nafta</code> object.</p></dd> - - -<dt>digits</dt> -<dd><p>Number of digits to be used for printing parameters and -dissipation times.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>An list of class <code>nafta</code>. The list element named "mmkin" is the -<code><a href="mmkin.html">mmkin</a></code> object containing the fits of the three models. The -list element named "title" contains the title of the dataset used. The -list element "data" contains the dataset used in the fits.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="va">nafta_evaluation</span> <span class="op"><-</span> <span class="fu">nafta</span><span class="op">(</span><span class="va">NAFTA_SOP_Appendix_D</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span> -<span class="r-msg co"><span class="r-pr">#></span> The representative half-life of the IORE model is longer than the one corresponding</span> -<span class="r-msg co"><span class="r-pr">#></span> to the terminal degradation rate found with the DFOP model.</span> -<span class="r-msg co"><span class="r-pr">#></span> The representative half-life obtained from the DFOP model may be used</span> -<span class="r-in"><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">nafta_evaluation</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Sums of squares:</span> -<span class="r-out co"><span class="r-pr">#></span> SFO IORE DFOP </span> -<span class="r-out co"><span class="r-pr">#></span> 1378.6832 615.7730 517.8836 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Critical sum of squares for checking the SFO model:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 717.4598</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 83.7558 1.80e-14 77.18268 90.3288</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0017 7.43e-05 0.00112 0.0026</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 8.7518 1.22e-05 5.64278 11.8608</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $IORE</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 9.69e+01 NA 8.88e+01 1.05e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k__iore_parent 8.40e-14 NA 1.79e-18 3.94e-09</span> -<span class="r-out co"><span class="r-pr">#></span> N_parent 6.68e+00 NA 4.19e+00 9.17e+00</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.85e+00 NA 3.76e+00 7.94e+00</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 9.76e+01 1.94e-13 9.02e+01 1.05e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k1 4.24e-02 5.92e-03 2.03e-02 8.88e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k2 8.24e-04 6.48e-03 3.89e-04 1.75e-03</span> -<span class="r-out co"><span class="r-pr">#></span> g 2.88e-01 2.47e-05 1.95e-01 4.03e-01</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.36e+00 2.22e-05 3.43e+00 7.30e+00</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> DTx values:</span> -<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50_rep</span> -<span class="r-out co"><span class="r-pr">#></span> SFO 407 1350 407</span> -<span class="r-out co"><span class="r-pr">#></span> IORE 541 5190000 1560000</span> -<span class="r-out co"><span class="r-pr">#></span> DFOP 429 2380 841</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Representative half-life:</span> -<span class="r-out co"><span class="r-pr">#></span> [1] 841.41</span> -<span class="r-in"><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">nafta_evaluation</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="nafta-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/nlme-1.png b/docs/dev/reference/nlme-1.png Binary files differdeleted file mode 100644 index 9583da2a..00000000 --- a/docs/dev/reference/nlme-1.png +++ /dev/null diff --git a/docs/dev/reference/nlme-2.png b/docs/dev/reference/nlme-2.png Binary files differdeleted file mode 100644 index e941687c..00000000 --- a/docs/dev/reference/nlme-2.png +++ /dev/null diff --git a/docs/dev/reference/nlme.html b/docs/dev/reference/nlme.html deleted file mode 100644 index 81c45ab9..00000000 --- a/docs/dev/reference/nlme.html +++ /dev/null @@ -1,244 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Helper functions to create nlme models from mmkin row objects — nlme_function • 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="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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/HEAD/R/nlme.R" class="external-link"><code>R/nlme.R</code></a></small> - <div class="hidden name"><code>nlme.Rd</code></div> - </div> - - <div class="ref-description"> - <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> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">nlme_function</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">nlme_data</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></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> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A function that can be used with nlme</p> - - -<p>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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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">0.1</span><span class="op">)</span>,</span></span> -<span class="r-in"><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">98</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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">0.05</span><span class="op">)</span>,</span></span> -<span class="r-in"><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">102</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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">0.02</span><span class="op">)</span>,</span></span> -<span class="r-in"><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">103</span><span class="op">)</span>, <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><span><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> -<span class="r-in"><span></span></span> -<span class="r-in"><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="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> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="co"># These assignments are necessary for these objects to be</span></span></span> -<span class="r-in"><span><span class="co"># visible to nlme and augPred when evaluation is done by</span></span></span> -<span class="r-in"><span><span class="co"># pkgdown to generate the html docs.</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><span> data <span class="op">=</span> <span class="va">grouped_data</span>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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">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> -<span class="r-in"><span> start <span class="op">=</span> <span class="va">mean_dp</span><span class="op">)</span></span></span> -<span class="r-in"><span><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> -<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> 266.6428 275.8935 -128.3214</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: 0.0004253489 0.7058039 3.065183</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_0 101.18323 0.7900461 43 128.07256 0</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent_sink -3.08708 0.4171755 43 -7.39995 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 0.031 </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> -2.38427071 -0.52059848 0.03593021 0.39987268 2.73188969 </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: 47</span> -<span class="r-out co"><span class="r-pr">#></span> Number of Groups: 3 </span> -<span class="r-in"><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="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> -<span class="r-plt img"><img src="nlme-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># augPred does not work on fits with more than one state</span></span></span> -<span class="r-in"><span><span class="co"># variable</span></span></span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># The procedure is greatly simplified by the nlme.mmkin function</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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">f_nlme</span><span class="op">)</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/nlme.mmkin-1.png b/docs/dev/reference/nlme.mmkin-1.png Binary files differdeleted file mode 100644 index 818c23a2..00000000 --- a/docs/dev/reference/nlme.mmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/nlme.mmkin-2.png b/docs/dev/reference/nlme.mmkin-2.png Binary files differdeleted file mode 100644 index 779adbdb..00000000 --- a/docs/dev/reference/nlme.mmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/nlme.mmkin-3.png b/docs/dev/reference/nlme.mmkin-3.png Binary files differdeleted file mode 100644 index b3785a78..00000000 --- a/docs/dev/reference/nlme.mmkin-3.png +++ /dev/null diff --git a/docs/dev/reference/nlme.mmkin.html b/docs/dev/reference/nlme.mmkin.html deleted file mode 100644 index 76d667b9..00000000 --- a/docs/dev/reference/nlme.mmkin.html +++ /dev/null @@ -1,464 +0,0 @@ -<!DOCTYPE html> -<!-- 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=" 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="Create an nlme model for an mmkin row object — nlme.mmkin"><meta property="og:description" content="This functions sets 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."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>This functions sets 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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mmkin</span></span> -<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> -<span> <span class="va">model</span>,</span> -<span> data <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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> -<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>,</span> -<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> -<span> <span class="va">groups</span>,</span> -<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>,</span> -<span> correlation <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> weights <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> <span class="va">subset</span>,</span> -<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>,</span> -<span> na.action <span class="op">=</span> <span class="va">na.fail</span>,</span> -<span> <span class="va">naPattern</span>,</span> -<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>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for nlme.mmkin</span></span> -<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> -<span></span> -<span><span class="co"># S3 method for nlme.mmkin</span></span> -<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></span></code></pre></div> - </div> - - <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" 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> - </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> - </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" 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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><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> -<span class="r-in"><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" 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> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span> <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> -<span class="r-in"><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" 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> -<span class="r-in"><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" 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> -<span class="r-in"><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_nlme_sfo</span>, <span class="va">f_nlme_dfop</span><span class="op">)</span></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 2 137.9268 <.0001</span> -<span class="r-in"><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">f_nlme_dfop</span><span class="op">)</span></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> <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> -<span class="r-plt img"><img src="nlme.mmkin-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <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> -<span class="r-out co"><span class="r-pr">#></span> $distimes</span> -<span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_k1 DT50_k2</span> -<span class="r-out co"><span class="r-pr">#></span> parent 10.79857 100.7937 30.34192 4.193936 43.85441</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="va">ds_2</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span> -<span class="r-in"><span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" 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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span> <span class="st">"SFO-SFO-ff"</span> <span class="op">=</span> <span class="va">m_sfo_sfo_ff</span>,</span></span> -<span class="r-in"><span> <span class="st">"DFOP-SFO"</span> <span class="op">=</span> <span class="va">m_dfop_sfo</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="va">ds_2</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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">f_nlme_sfo_sfo</span><span class="op">)</span></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></span> -<span class="r-in"><span> <span class="co"># With formation fractions this does not coverge with defaults</span></span></span> -<span class="r-in"><span> <span class="co"># f_nlme_sfo_sfo_ff <- nlme(f_2["SFO-SFO-ff", ])</span></span></span> -<span class="r-in"><span> <span class="co">#plot(f_nlme_sfo_sfo_ff)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># For the following, we need to increase pnlsMaxIter and the tolerance</span></span></span> -<span class="r-in"><span> <span class="co"># to get convergence</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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">5e-4</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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">f_nlme_dfop_sfo</span><span class="op">)</span></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></span> -<span class="r-in"><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_nlme_dfop_sfo</span>, <span class="va">f_nlme_sfo_sfo</span><span class="op">)</span></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></span> -<span class="r-in"><span> <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> -<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> <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> -<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> 0.2768575 0.7231425 </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 4.462384 46.20825</span> -<span class="r-out co"><span class="r-pr">#></span> A1 162.30507 539.1658 NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <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> -<span class="r-in"><span> <span class="co"># Attempts to fit metabolite kinetics with the tc error model are possible,</span></span></span> -<span class="r-in"><span> <span class="co"># but need tweeking of control values and sometimes do not converge</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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" 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> -<span class="r-in"><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" 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> -<span class="r-in"><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_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> -<span class="r-in"><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">f_nlme_dfop_tc</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="op">}</span></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> 94.04773 -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> 2.23223593 0.01262367 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <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> -<span class="r-in"><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" 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> -<span class="r-in"><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">f_nlme_sfo_sfo_obs</span><span class="op">)</span></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 0.2049994 </span> -<span class="r-in"><span> <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> -<span class="r-in"><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">5e-4</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <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> -<span class="r-in"><span> <span class="co"># f_nlme_sfo_sfo_tc <- nlme(f_2_tc["SFO-SFO", ]) # No convergence with 50 iterations</span></span></span> -<span class="r-in"><span> <span class="co"># f_nlme_dfop_sfo_tc <- nlme(f_2_tc["DFOP-SFO", ],</span></span></span> -<span class="r-in"><span> <span class="co"># control = list(pnlsMaxIter = 120, tolerance = 5e-4)) # Error in X[, fmap[[nm]]] <- gradnm</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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_nlme_dfop_sfo</span>, <span class="va">f_nlme_dfop_sfo_obs</span><span class="op">)</span></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 28.32093</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></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/nlmixr.mmkin-1.png b/docs/dev/reference/nlmixr.mmkin-1.png Binary files differdeleted file mode 100644 index 42a266e5..00000000 --- a/docs/dev/reference/nlmixr.mmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/nlmixr.mmkin-2.png b/docs/dev/reference/nlmixr.mmkin-2.png Binary files differdeleted file mode 100644 index 0c440fa8..00000000 --- a/docs/dev/reference/nlmixr.mmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/nlmixr.mmkin.html b/docs/dev/reference/nlmixr.mmkin.html deleted file mode 100644 index 82cef25d..00000000 --- a/docs/dev/reference/nlmixr.mmkin.html +++ /dev/null @@ -1,13271 +0,0 @@ -<!DOCTYPE html> -<!-- 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 using nlmixr — 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" 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 using nlmixr — nlmixr.mmkin"><meta property="og:description" content="This function uses nlmixr::nlmixr() as a backend for fitting nonlinear mixed -effects 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.0</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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" 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> - - <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" 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" 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></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 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></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></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></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" 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> - </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> - - <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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <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> - - - - - - - </body></html> - diff --git a/docs/dev/reference/nobs.mkinfit.html b/docs/dev/reference/nobs.mkinfit.html deleted file mode 100644 index 10f6550b..00000000 --- a/docs/dev/reference/nobs.mkinfit.html +++ /dev/null @@ -1,157 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Number of observations on which an mkinfit object was fitted — nobs.mkinfit • 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="Number of observations on which an mkinfit object was fitted — nobs.mkinfit"><meta property="og:description" content="Number of observations on which an mkinfit object was fitted"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Number of observations on which an mkinfit object was fitted</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nobs.mkinfit.R" class="external-link"><code>R/nobs.mkinfit.R</code></a></small> - <div class="hidden name"><code>nobs.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Number of observations on which an mkinfit object was fitted</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/nobs.html" class="external-link">nobs</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An mkinfit object</p></dd> - - -<dt>...</dt> -<dd><p>For compatibility with the generic method</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The number of rows in the data included in the mkinfit object</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/parhist.html b/docs/dev/reference/parhist.html deleted file mode 100644 index 27fc116f..00000000 --- a/docs/dev/reference/parhist.html +++ /dev/null @@ -1,169 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot parameter distributions from multistart objects — parhist • 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="Plot parameter distributions from multistart objects — parhist"><meta property="og:description" content="Produces a boxplot with all parameters from the multiple runs, scaled -either by the parameters of the run with the highest likelihood, -or by their medians as proposed in the paper by Duchesne et al. (2021)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.2</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Example evaluations of dimethenamid data from 2018 with nonlinear mixed-effects models</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot parameter distributions from multistart objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parhist.R" class="external-link"><code>R/parhist.R</code></a></small> - <div class="hidden name"><code>parhist.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Produces a boxplot with all parameters from the multiple runs, scaled -either by the parameters of the run with the highest likelihood, -or by their medians as proposed in the paper by Duchesne et al. (2021).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">parhist</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> llmin <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span> -<span> scale <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">"best"</span>, <span class="st">"median"</span><span class="op">)</span>,</span> -<span> lpos <span class="op">=</span> <span class="st">"bottomleft"</span>,</span> -<span> main <span class="op">=</span> <span class="st">""</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The <a href="multistart.html">multistart</a> object</p></dd> - - -<dt>llmin</dt> -<dd><p>The minimum likelihood of objects to be shown</p></dd> - - -<dt>scale</dt> -<dd><p>By default, scale parameters using the best available fit. -If 'median', parameters are scaled using the median parameters from all fits.</p></dd> - - -<dt>lpos</dt> -<dd><p>Positioning of the legend.</p></dd> - - -<dt>main</dt> -<dd><p>Title of the plot</p></dd> - - -<dt>...</dt> -<dd><p>Passed to <a href="https://rdrr.io/r/graphics/boxplot.html" class="external-link">boxplot</a></p></dd> - -</dl></div> - <div id="references"> - <h2>References</h2> - <p>Duchesne R, Guillemin A, Gandrillon O, Crauste F. Practical -identifiability in the frame of nonlinear mixed effects models: the example -of the in vitro erythropoiesis. BMC Bioinformatics. 2021 Oct 4;22(1):478. -doi: 10.1186/s12859-021-04373-4.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="multistart.html">multistart</a></p></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.6.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/parms.html b/docs/dev/reference/parms.html deleted file mode 100644 index d4175d41..00000000 --- a/docs/dev/reference/parms.html +++ /dev/null @@ -1,296 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Extract model parameters — parms • 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="Extract model parameters — parms"><meta property="og:description" content="This function returns degradation model parameters as well as error -model parameters per default, in order to avoid working with a fitted model -without considering the error structure that was assumed for the fit."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Extract model parameters</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parms.R" class="external-link"><code>R/parms.R</code></a>, <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>parms.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function returns degradation model parameters as well as error -model parameters per default, in order to avoid working with a fitted model -without considering the error structure that was assumed for the fit.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">parms</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu">parms</span><span class="op">(</span><span class="va">object</span>, transformed <span class="op">=</span> <span class="cn">FALSE</span>, errparms <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">parms</span><span class="op">(</span><span class="va">object</span>, transformed <span class="op">=</span> <span class="cn">FALSE</span>, errparms <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for multistart</span></span> -<span><span class="fu">parms</span><span class="op">(</span><span class="va">object</span>, exclude_failed <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for saem.mmkin</span></span> -<span><span class="fu">parms</span><span class="op">(</span><span class="va">object</span>, ci <span class="op">=</span> <span class="cn">FALSE</span>, covariates <span class="op">=</span> <span class="cn">NULL</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A fitted model object.</p></dd> - - -<dt>...</dt> -<dd><p>Not used</p></dd> - - -<dt>transformed</dt> -<dd><p>Should the parameters be returned as used internally -during the optimisation?</p></dd> - - -<dt>errparms</dt> -<dd><p>Should the error model parameters be returned -in addition to the degradation parameters?</p></dd> - - -<dt>exclude_failed</dt> -<dd><p>For <a href="multistart.html">multistart</a> objects, should rows for failed fits -be removed from the returned parameter matrix?</p></dd> - - -<dt>ci</dt> -<dd><p>Should a matrix with estimates and confidence interval boundaries -be returned? If FALSE (default), a vector of estimates is returned if no -covariates are given, otherwise a matrix of estimates is returned, with -each column corresponding to a row of the data frame holding the covariates</p></dd> - - -<dt>covariates</dt> -<dd><p>A data frame holding covariate values for which to -return parameter values. Only has an effect if 'ci' is FALSE.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Depending on the object, a numeric vector of fitted model parameters, -a matrix (e.g. for mmkin row objects), or a list of matrices (e.g. for -mmkin objects with more than one row).</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="saem.html">saem</a>, <a href="multistart.html">multistart</a></p></div> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># mkinfit objects</span></span></span> -<span class="r-in"><span><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">"SFO"</span>, <span class="va">FOCUS_2006_C</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 k_parent sigma </span> -<span class="r-out co"><span class="r-pr">#></span> 82.4921598 0.3060633 4.6730124 </span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fit</span>, transformed <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent sigma </span> -<span class="r-out co"><span class="r-pr">#></span> 82.492160 -1.183963 4.673012 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># mmkin objects</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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" 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> -<span class="r-in"><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">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> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">fits</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>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fits</span><span class="op">[</span><span class="st">"SFO"</span>, <span class="op">]</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 88.52275400 82.666781678 86.8547308 91.7779306 82.14809450</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.05794659 0.009647805 0.2102974 0.1232258 0.00720421</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.15274487 7.040168584 3.6769645 6.4669234 6.50457673</span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fits</span><span class="op">[</span>, <span class="fl">2</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 82.666781678</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.009647805</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 7.040168584</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $FOMC</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 92.6837649</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 0.4967832</span> -<span class="r-out co"><span class="r-pr">#></span> beta 14.1451255</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.9167519</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 91.058971589</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.044946770</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.002868336</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.526942415</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.221302196</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fits</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 88.52275400 82.666781678 86.8547308 91.7779306 82.14809450</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.05794659 0.009647805 0.2102974 0.1232258 0.00720421</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.15274487 7.040168584 3.6769645 6.4669234 6.50457673</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $FOMC</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 95.558575 92.6837649 90.719787 98.383939 94.8481459</span> -<span class="r-out co"><span class="r-pr">#></span> alpha 1.338667 0.4967832 1.639099 1.074460 0.2805272</span> -<span class="r-out co"><span class="r-pr">#></span> beta 13.033315 14.1451255 5.007077 4.397126 6.9052224</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.847671 1.9167519 1.066063 3.146056 1.6222778</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.55213663 91.058971589 90.34509493 98.14858820 94.311323734</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.21954588 0.044946770 0.41232288 0.31697588 0.080663857</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.02957934 0.002868336 0.07581766 0.03260384 0.003425417</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.44845068 0.526942415 0.66091967 0.65322767 0.342652880</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.35690468 2.221302196 1.34169076 2.87159846 1.942067831</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span><span class="fu">parms</span><span class="op">(</span><span class="va">fits</span>, transformed <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> $SFO</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 88.522754 82.666782 86.854731 91.777931 82.148094</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -2.848234 -4.641025 -1.559232 -2.093737 -4.933090</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.152745 7.040169 3.676964 6.466923 6.504577</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $FOMC</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 95.5585751 92.6837649 90.7197870 98.38393897 94.848146</span> -<span class="r-out co"><span class="r-pr">#></span> log_alpha 0.2916741 -0.6996015 0.4941466 0.07181816 -1.271085</span> -<span class="r-out co"><span class="r-pr">#></span> log_beta 2.5675088 2.6493701 1.6108523 1.48095106 1.932278</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.8476712 1.9167519 1.0660627 3.14605557 1.622278</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> $DFOP</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 Dataset 7 Dataset 8 Dataset 9 Dataset 10</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 96.5521366 91.0589716 90.3450949 98.1485882 94.3113237</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -1.5161940 -3.1022764 -0.8859486 -1.1489296 -2.5174647</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -3.5206791 -5.8540232 -2.5794240 -3.4233253 -5.6765322</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.2069326 0.1078741 0.6673953 0.6332573 -0.6514943</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.3569047 2.2213022 1.3416908 2.8715985 1.9420678</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/parplot.html b/docs/dev/reference/parplot.html deleted file mode 100644 index ee2ec7b2..00000000 --- a/docs/dev/reference/parplot.html +++ /dev/null @@ -1,205 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot parameter variability of multistart objects — parplot • 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="Plot parameter variability of multistart objects — parplot"><meta property="og:description" content="Produces a boxplot with all parameters from the multiple runs, scaled -either by the parameters of the run with the highest likelihood, -or by their medians as proposed in the paper by Duchesne et al. (2021)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot parameter variability of multistart objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/parplot.R" class="external-link"><code>R/parplot.R</code></a></small> - <div class="hidden name"><code>parplot.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Produces a boxplot with all parameters from the multiple runs, scaled -either by the parameters of the run with the highest likelihood, -or by their medians as proposed in the paper by Duchesne et al. (2021).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">parplot</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for multistart.saem.mmkin</span></span> -<span><span class="fu">parplot</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> llmin <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span> -<span> llquant <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> scale <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">"best"</span>, <span class="st">"median"</span><span class="op">)</span>,</span> -<span> lpos <span class="op">=</span> <span class="st">"bottomleft"</span>,</span> -<span> main <span class="op">=</span> <span class="st">""</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The <a href="multistart.html">multistart</a> object</p></dd> - - -<dt>...</dt> -<dd><p>Passed to <a href="https://rdrr.io/r/graphics/boxplot.html" class="external-link">boxplot</a></p></dd> - - -<dt>llmin</dt> -<dd><p>The minimum likelihood of objects to be shown</p></dd> - - -<dt>llquant</dt> -<dd><p>Fractional value for selecting only the fits with higher -likelihoods. Overrides 'llmin'.</p></dd> - - -<dt>scale</dt> -<dd><p>By default, scale parameters using the best -available fit. -If 'median', parameters are scaled using the median parameters from all fits.</p></dd> - - -<dt>lpos</dt> -<dd><p>Positioning of the legend.</p></dd> - - -<dt>main</dt> -<dd><p>Title of the plot</p></dd> - -</dl></div> - <div id="details"> - <h2>Details</h2> - <p>Starting values of degradation model parameters and error model parameters -are shown as green circles. The results obtained in the original run -are shown as red circles.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Duchesne R, Guillemin A, Gandrillon O, Crauste F. Practical -identifiability in the frame of nonlinear mixed effects models: the example -of the in vitro erythropoiesis. BMC Bioinformatics. 2021 Oct 4;22(1):478. -doi: 10.1186/s12859-021-04373-4.</p> - </div> - <div id="see-also"> - <h2>See also</h2> - <div class="dont-index"><p><a href="multistart.html">multistart</a></p></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/plot.mixed.mmkin-1.png b/docs/dev/reference/plot.mixed.mmkin-1.png Binary files differdeleted file mode 100644 index 2e145bb7..00000000 --- a/docs/dev/reference/plot.mixed.mmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/plot.mixed.mmkin-2.png b/docs/dev/reference/plot.mixed.mmkin-2.png Binary files differdeleted file mode 100644 index b22c1dbb..00000000 --- a/docs/dev/reference/plot.mixed.mmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/plot.mixed.mmkin-3.png b/docs/dev/reference/plot.mixed.mmkin-3.png Binary files differdeleted file mode 100644 index cd424bf2..00000000 --- a/docs/dev/reference/plot.mixed.mmkin-3.png +++ /dev/null diff --git a/docs/dev/reference/plot.mixed.mmkin-4.png b/docs/dev/reference/plot.mixed.mmkin-4.png Binary files differdeleted file mode 100644 index f6ffe4d5..00000000 --- a/docs/dev/reference/plot.mixed.mmkin-4.png +++ /dev/null diff --git a/docs/dev/reference/plot.mixed.mmkin.html b/docs/dev/reference/plot.mixed.mmkin.html deleted file mode 100644 index 3d902b77..00000000 --- a/docs/dev/reference/plot.mixed.mmkin.html +++ /dev/null @@ -1,342 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object — plot.mixed.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="Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object — plot.mixed.mmkin"><meta property="og:description" content="Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>Plot predictions from a fitted nonlinear mixed model obtained via an mmkin row object</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mixed.mmkin</span></span> -<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> -<span> <span class="va">x</span>,</span> -<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>,</span> -<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>,</span> -<span> standardized <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> covariates <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> covariate_quantiles <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">0.5</span>, <span class="fl">0.05</span>, <span class="fl">0.95</span><span class="op">)</span>,</span> -<span> xlab <span class="op">=</span> <span class="st">"Time"</span>,</span> -<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>,</span> -<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>,</span> -<span> pop_curves <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> pred_over <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> conf.level <span class="op">=</span> <span class="fl">0.6</span>,</span> -<span> default_log_parms <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> ymax <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> maxabs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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>,</span> -<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>,</span> -<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>,</span> -<span> rel.height.bottom <span class="op">=</span> <span class="fl">1.1</span>,</span> -<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>,</span> -<span> col_ds <span class="op">=</span> <span class="va">pch_ds</span> <span class="op">+</span> <span class="fl">1</span>,</span> -<span> lty_ds <span class="op">=</span> <span class="va">col_ds</span>,</span> -<span> frame <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <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></dd> - - -<dt>standardized</dt> -<dd><p>Should the residuals be standardized? Only takes effect if -<code>resplot = "time"</code>.</p></dd> - - -<dt>covariates</dt> -<dd><p>Data frame with covariate values for all variables in -any covariate models in the object. If given, it overrides 'covariate_quantiles'. -Each line in the data frame will result in a line drawn for the population. -Rownames are used in the legend to label the lines.</p></dd> - - -<dt>covariate_quantiles</dt> -<dd><p>This argument only has an effect if the fitted -object has covariate models. If so, the default is to show three population -curves, for the 5th percentile, the 50th percentile and the 95th percentile -of the covariate values used for fitting the model.</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>pop_curves</dt> -<dd><p>Per default, one population curve is drawn in case -population parameters are fitted by the model, e.g. for saem objects. -In case there is a covariate model, the behaviour depends on the value -of 'covariates'</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>default_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>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> - </div> - <div id="note"> - <h2>Note</h2> - <p>Covariate models are currently only supported for saem.mmkin objects.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><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> -<span class="r-in"><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" 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> -<span class="r-in"><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">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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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">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> -<span class="r-plt img"><img src="plot.mixed.mmkin-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># For this fit we need to increase pnlsMaxiter, and we increase the</span></span></span> -<span class="r-in"><span><span class="co"># tolerance in order to speed up the fit for this example evaluation</span></span></span> -<span class="r-in"><span><span class="co"># It still takes 20 seconds to run</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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">f_nlme</span><span class="op">)</span></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></span> -<span class="r-in"><span><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> -<span class="r-in"><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">f_saem</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mixed.mmkin-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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></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><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> -<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></span> -<span class="r-in"><span><span class="co"># We can overlay the two variants if we generate predictions</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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></span> -<span class="r-in"><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="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> -<span class="r-in"><span> <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> -<span class="r-in"><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">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> -<span class="r-plt img"><img src="plot.mixed.mmkin-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/plot.mkinfit-1.png b/docs/dev/reference/plot.mkinfit-1.png Binary files differdeleted file mode 100644 index a48ea72b..00000000 --- a/docs/dev/reference/plot.mkinfit-1.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-2.png b/docs/dev/reference/plot.mkinfit-2.png Binary files differdeleted file mode 100644 index 4bc1815c..00000000 --- a/docs/dev/reference/plot.mkinfit-2.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-3.png b/docs/dev/reference/plot.mkinfit-3.png Binary files differdeleted file mode 100644 index 8de1babc..00000000 --- a/docs/dev/reference/plot.mkinfit-3.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-4.png b/docs/dev/reference/plot.mkinfit-4.png Binary files differdeleted file mode 100644 index 4b7a5f27..00000000 --- a/docs/dev/reference/plot.mkinfit-4.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-5.png b/docs/dev/reference/plot.mkinfit-5.png Binary files differdeleted file mode 100644 index a8525aaa..00000000 --- a/docs/dev/reference/plot.mkinfit-5.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-6.png b/docs/dev/reference/plot.mkinfit-6.png Binary files differdeleted file mode 100644 index 878e3dd6..00000000 --- a/docs/dev/reference/plot.mkinfit-6.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit-7.png b/docs/dev/reference/plot.mkinfit-7.png Binary files differdeleted file mode 100644 index c2537ea7..00000000 --- a/docs/dev/reference/plot.mkinfit-7.png +++ /dev/null diff --git a/docs/dev/reference/plot.mkinfit.html b/docs/dev/reference/plot.mkinfit.html deleted file mode 100644 index 9cf12d82..00000000 --- a/docs/dev/reference/plot.mkinfit.html +++ /dev/null @@ -1,367 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot the observed data and the fitted model of an mkinfit object — plot.mkinfit • 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="Plot the observed data and the fitted model of an mkinfit object — plot.mkinfit"><meta property="og:description" content="Solves the differential equations with the optimised and fixed parameters -from a previous successful call to mkinfit and plots the -observed data together with the solution of the fitted model."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot the observed data and the fitted model of an mkinfit object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/plot.mkinfit.R" class="external-link"><code>R/plot.mkinfit.R</code></a></small> - <div class="hidden name"><code>plot.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Solves the differential equations with the optimised and fixed parameters -from a previous successful call to <code><a href="mkinfit.html">mkinfit</a></code> and plots the -observed data together with the solution of the fitted model.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<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> -<span> <span class="va">x</span>,</span> -<span> fit <span class="op">=</span> <span class="va">x</span>,</span> -<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">fit</span><span class="op">$</span><span class="va">mkinmod</span><span class="op">$</span><span class="va">map</span><span class="op">)</span>,</span> -<span> xlab <span class="op">=</span> <span class="st">"Time"</span>,</span> -<span> ylab <span class="op">=</span> <span class="st">"Residue"</span>,</span> -<span> xlim <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/range.html" class="external-link">range</a></span><span class="op">(</span><span class="va">fit</span><span class="op">$</span><span class="va">data</span><span class="op">$</span><span class="va">time</span><span class="op">)</span>,</span> -<span> ylim <span class="op">=</span> <span class="st">"default"</span>,</span> -<span> col_obs <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">obs_vars</span><span class="op">)</span>,</span> -<span> pch_obs <span class="op">=</span> <span class="va">col_obs</span>,</span> -<span> lty_obs <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="fl">1</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">obs_vars</span><span class="op">)</span><span class="op">)</span>,</span> -<span> add <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> legend <span class="op">=</span> <span class="op">!</span><span class="va">add</span>,</span> -<span> show_residuals <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> show_errplot <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> maxabs <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> sep_obs <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> rel.height.middle <span class="op">=</span> <span class="fl">0.9</span>,</span> -<span> row_layout <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> lpos <span class="op">=</span> <span class="st">"topright"</span>,</span> -<span> inset <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">0.05</span>, <span class="fl">0.05</span><span class="op">)</span>,</span> -<span> show_errmin <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> errmin_digits <span class="op">=</span> <span class="fl">3</span>,</span> -<span> frame <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="fu">plot_sep</span><span class="op">(</span></span> -<span> <span class="va">fit</span>,</span> -<span> show_errmin <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> show_residuals <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/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="va">fit</span><span class="op">$</span><span class="va">err_mod</span>, <span class="st">"const"</span><span class="op">)</span>, <span class="cn">TRUE</span>, <span class="st">"standardized"</span><span class="op">)</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="fu">plot_res</span><span class="op">(</span></span> -<span> <span class="va">fit</span>,</span> -<span> sep_obs <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> show_errmin <span class="op">=</span> <span class="va">sep_obs</span>,</span> -<span> standardized <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/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="va">fit</span><span class="op">$</span><span class="va">err_mod</span>, <span class="st">"const"</span><span class="op">)</span>, <span class="cn">FALSE</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="fu">plot_err</span><span class="op">(</span><span class="va">fit</span>, sep_obs <span class="op">=</span> <span class="cn">FALSE</span>, show_errmin <span class="op">=</span> <span class="va">sep_obs</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>Alias for fit introduced for compatibility with the generic S3 -method.</p></dd> - - -<dt>fit</dt> -<dd><p>An object of class <code><a href="mkinfit.html">mkinfit</a></code>.</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></dd> - - -<dt>xlab</dt> -<dd><p>Label for the x axis.</p></dd> - - -<dt>ylab</dt> -<dd><p>Label for the y axis.</p></dd> - - -<dt>xlim</dt> -<dd><p>Plot range in x direction.</p></dd> - - -<dt>ylim</dt> -<dd><p>Plot range in y direction. If given as a list, plot ranges -for the different plot rows can be given for row layout.</p></dd> - - -<dt>col_obs</dt> -<dd><p>Colors used for plotting the observed data and the -corresponding model prediction lines.</p></dd> - - -<dt>pch_obs</dt> -<dd><p>Symbols to be used for plotting the data.</p></dd> - - -<dt>lty_obs</dt> -<dd><p>Line types to be used for the model predictions.</p></dd> - - -<dt>add</dt> -<dd><p>Should the plot be added to an existing plot?</p></dd> - - -<dt>legend</dt> -<dd><p>Should a legend be added to the plot?</p></dd> - - -<dt>show_residuals</dt> -<dd><p>Should residuals be shown? If only one plot of the -fits is shown, the residual plot is in the lower third of the plot. -Otherwise, i.e. if "sep_obs" is given, the residual plots will be located -to the right of the plots of the fitted curves. If this is set to -'standardized', a plot of the residuals divided by the standard deviation -given by the fitted error model will be shown.</p></dd> - - -<dt>show_errplot</dt> -<dd><p>Should squared residuals and the error model be shown? -If only one plot of the fits is shown, this plot is in the lower third of -the plot. Otherwise, i.e. if "sep_obs" is given, the residual plots will -be located to the right of the plots of the fitted curves.</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>sep_obs</dt> -<dd><p>Should the observed variables be shown in separate subplots? -If yes, residual plots requested by "show_residuals" will be shown next -to, not below the plot of the fits.</p></dd> - - -<dt>rel.height.middle</dt> -<dd><p>The relative height of the middle plot, if more -than two rows of plots are shown.</p></dd> - - -<dt>row_layout</dt> -<dd><p>Should we use a row layout where the residual plot or the -error model plot is shown to the right?</p></dd> - - -<dt>lpos</dt> -<dd><p>Position(s) of the legend(s). Passed to <code><a href="https://rdrr.io/r/graphics/legend.html" class="external-link">legend</a></code> as -the first argument. If not length one, this should be of the same length -as the obs_var argument.</p></dd> - - -<dt>inset</dt> -<dd><p>Passed to <code><a href="https://rdrr.io/r/graphics/legend.html" class="external-link">legend</a></code> if applicable.</p></dd> - - -<dt>show_errmin</dt> -<dd><p>Should the FOCUS chi2 error value be shown in the upper -margin of the plot?</p></dd> - - -<dt>errmin_digits</dt> -<dd><p>The number of significant digits for rounding the FOCUS -chi2 error percentage.</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> - - -<dt>standardized</dt> -<dd><p>When calling 'plot_res', should the residuals be -standardized in the residual plot?</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The function is called for its side effect.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>If the current plot device is a <code><a href="https://rdrr.io/pkg/tikzDevice/man/tikz.html" class="external-link">tikz</a></code> device, then -latex is being used for the formatting of the chi2 error level, if -<code>show_errmin = TRUE</code>.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># One parent compound, one metabolite, both single first order, path from</span></span></span> -<span class="r-in"><span><span class="co"># parent to sink included</span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><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">"m1"</span>, full <span class="op">=</span> <span class="st">"Parent"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>, full <span class="op">=</span> <span class="st">"Metabolite M1"</span> <span class="op">)</span><span class="op">)</span></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><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="va">SFO_SFO</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span><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="va">SFO_SFO</span>, <span class="va">FOCUS_2006_D</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> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><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">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">plot_res</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">plot_res</span><span class="op">(</span><span class="va">fit</span>, standardized <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu">plot_err</span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Show the observed variables separately, with residuals</span></span></span> -<span class="r-in"><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">fit</span>, sep_obs <span class="op">=</span> <span class="cn">TRUE</span>, show_residuals <span class="op">=</span> <span class="cn">TRUE</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="op">)</span>,</span></span> -<span class="r-in"><span> show_errmin <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-5.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The same can be obtained with less typing, using the convenience function plot_sep</span></span></span> -<span class="r-in"><span><span class="fu">plot_sep</span><span class="op">(</span><span class="va">fit</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="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-6.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Show the observed variables separately, with the error model</span></span></span> -<span class="r-in"><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">fit</span>, sep_obs <span class="op">=</span> <span class="cn">TRUE</span>, show_errplot <span class="op">=</span> <span class="cn">TRUE</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="op">)</span>,</span></span> -<span class="r-in"><span> show_errmin <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mkinfit-7.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/plot.mmkin-1.png b/docs/dev/reference/plot.mmkin-1.png Binary files differdeleted file mode 100644 index c4fcb9ac..00000000 --- a/docs/dev/reference/plot.mmkin-1.png +++ /dev/null diff --git a/docs/dev/reference/plot.mmkin-2.png b/docs/dev/reference/plot.mmkin-2.png Binary files differdeleted file mode 100644 index 8cc727c3..00000000 --- a/docs/dev/reference/plot.mmkin-2.png +++ /dev/null diff --git a/docs/dev/reference/plot.mmkin-3.png b/docs/dev/reference/plot.mmkin-3.png Binary files differdeleted file mode 100644 index 066958c9..00000000 --- a/docs/dev/reference/plot.mmkin-3.png +++ /dev/null diff --git a/docs/dev/reference/plot.mmkin-4.png b/docs/dev/reference/plot.mmkin-4.png Binary files differdeleted file mode 100644 index c91410fa..00000000 --- a/docs/dev/reference/plot.mmkin-4.png +++ /dev/null diff --git a/docs/dev/reference/plot.mmkin-5.png b/docs/dev/reference/plot.mmkin-5.png Binary files differdeleted file mode 100644 index f0a03694..00000000 --- a/docs/dev/reference/plot.mmkin-5.png +++ /dev/null diff --git a/docs/dev/reference/plot.mmkin.html b/docs/dev/reference/plot.mmkin.html deleted file mode 100644 index c8fde67c..00000000 --- a/docs/dev/reference/plot.mmkin.html +++ /dev/null @@ -1,271 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot model fits (observed and fitted) and the residuals for a row or column -of an mmkin object — plot.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="Plot model fits (observed and fitted) and the residuals for a row or column -of an mmkin object — plot.mmkin"><meta property="og:description" content="When x is a row selected from an mmkin object ([.mmkin), the -same model fitted for at least one dataset is shown. When it is a column, -the fit of at least one model to the same dataset is shown."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot model fits (observed and fitted) and the residuals for a row or column -of an mmkin object</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/plot.mmkin.R" class="external-link"><code>R/plot.mmkin.R</code></a></small> - <div class="hidden name"><code>plot.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>When x is a row selected from an mmkin object (<code><a href="Extract.mmkin.html">[.mmkin</a></code>), the -same model fitted for at least one dataset is shown. When it is a column, -the fit of at least one model to the same dataset is shown.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mmkin</span></span> -<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> -<span> <span class="va">x</span>,</span> -<span> main <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> legends <span class="op">=</span> <span class="fl">1</span>,</span> -<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">"time"</span>, <span class="st">"errmod"</span><span class="op">)</span>,</span> -<span> ylab <span class="op">=</span> <span class="st">"Residue"</span>,</span> -<span> standardized <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> show_errmin <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> errmin_var <span class="op">=</span> <span class="st">"All data"</span>,</span> -<span> errmin_digits <span class="op">=</span> <span class="fl">3</span>,</span> -<span> cex <span class="op">=</span> <span class="fl">0.7</span>,</span> -<span> rel.height.middle <span class="op">=</span> <span class="fl">0.9</span>,</span> -<span> ymax <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>An object of class <code><a href="mmkin.html">mmkin</a></code>, with either one row or one -column.</p></dd> - - -<dt>main</dt> -<dd><p>The main title placed on the outer margin of the plot.</p></dd> - - -<dt>legends</dt> -<dd><p>An index for the fits for which legends should be shown.</p></dd> - - -<dt>resplot</dt> -<dd><p>Should the residuals plotted against time, using -<code><a href="mkinresplot.html">mkinresplot</a></code>, or as squared residuals against predicted -values, with the error model, using <code><a href="mkinerrplot.html">mkinerrplot</a></code>.</p></dd> - - -<dt>ylab</dt> -<dd><p>Label for the y axis.</p></dd> - - -<dt>standardized</dt> -<dd><p>Should the residuals be standardized? This option -is passed to <code><a href="mkinresplot.html">mkinresplot</a></code>, it only takes effect if -<code>resplot = "time"</code>.</p></dd> - - -<dt>show_errmin</dt> -<dd><p>Should the chi2 error level be shown on top of the plots -to the left?</p></dd> - - -<dt>errmin_var</dt> -<dd><p>The variable for which the FOCUS chi2 error value should -be shown.</p></dd> - - -<dt>errmin_digits</dt> -<dd><p>The number of significant digits for rounding the FOCUS -chi2 error percentage.</p></dd> - - -<dt>cex</dt> -<dd><p>Passed to the plot functions and <code><a href="https://rdrr.io/r/graphics/mtext.html" class="external-link">mtext</a></code>.</p></dd> - - -<dt>rel.height.middle</dt> -<dd><p>The relative height of the middle plot, if more -than two rows of plots are shown.</p></dd> - - -<dt>ymax</dt> -<dd><p>Maximum y axis value for <code><a href="plot.mkinfit.html">plot.mkinfit</a></code>.</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments passed to <code><a href="plot.mkinfit.html">plot.mkinfit</a></code> and -<code><a href="mkinresplot.html">mkinresplot</a></code>.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The function is called for its side effect.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>If the current plot device is a <code><a href="https://rdrr.io/pkg/tikzDevice/man/tikz.html" class="external-link">tikz</a></code> device, then -latex is being used for the formatting of the chi2 error level.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="co"># Only use one core not to offend CRAN checks</span></span></span> -<span class="r-in"><span> <span class="va">fits</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">"FOMC"</span>, <span class="st">"HS"</span><span class="op">)</span>,</span></span> -<span class="r-in"><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">"FOCUS B"</span> <span class="op">=</span> <span class="va">FOCUS_2006_B</span>, <span class="st">"FOCUS C"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>, <span class="co"># named list for titles</span></span></span> -<span class="r-in"><span> cores <span class="op">=</span> <span class="fl">1</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> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Optimisation did not converge:</span> -<span class="r-wrn co"><span class="r-pr">#></span> iteration limit reached without convergence (10)</span> -<span class="r-in"><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">fits</span><span class="op">[</span>, <span class="st">"FOCUS C"</span><span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mmkin-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">fits</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mmkin-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">fits</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, show_errmin <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mmkin-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># We can also plot a single fit, if we like the way plot.mmkin works, but then the plot</span></span></span> -<span class="r-in"><span> <span class="co"># height should be smaller than the plot width (this is not possible for the html pages</span></span></span> -<span class="r-in"><span> <span class="co"># generated by pkgdown, as far as I know).</span></span></span> -<span class="r-in"><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">fits</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="st">"FOCUS C"</span><span class="op">]</span><span class="op">)</span> <span class="co"># same as plot(fits[1, 2])</span></span></span> -<span class="r-plt img"><img src="plot.mmkin-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># Show the error models</span></span></span> -<span class="r-in"><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">fits</span><span class="op">[</span><span class="st">"FOMC"</span>, <span class="op">]</span>, resplot <span class="op">=</span> <span class="st">"errmod"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="plot.mmkin-5.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/plot.nafta.html b/docs/dev/reference/plot.nafta.html deleted file mode 100644 index 8acaa8b3..00000000 --- a/docs/dev/reference/plot.nafta.html +++ /dev/null @@ -1,175 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Plot the results of the three models used in the NAFTA scheme. — plot.nafta • 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="Plot the results of the three models used in the NAFTA scheme. — plot.nafta"><meta property="og:description" content="The plots are ordered with increasing complexity of the model in this -function (SFO, then IORE, then DFOP)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Plot the results of the three models used in the NAFTA scheme.</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/nafta.R" class="external-link"><code>R/nafta.R</code></a></small> - <div class="hidden name"><code>plot.nafta.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The plots are ordered with increasing complexity of the model in this -function (SFO, then IORE, then DFOP).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for nafta</span></span> -<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>, legend <span class="op">=</span> <span class="cn">FALSE</span>, main <span class="op">=</span> <span class="st">"auto"</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>x</dt> -<dd><p>An object of class <code><a href="nafta.html">nafta</a></code>.</p></dd> - - -<dt>legend</dt> -<dd><p>Should a legend be added?</p></dd> - - -<dt>main</dt> -<dd><p>Possibility to override the main title of the plot.</p></dd> - - -<dt>...</dt> -<dd><p>Further arguments passed to <code><a href="plot.mmkin.html">plot.mmkin</a></code>.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The function is called for its side effect.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>Calls <code><a href="plot.mmkin.html">plot.mmkin</a></code>.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/print.mmkin.html b/docs/dev/reference/print.mmkin.html deleted file mode 100644 index 12c67d86..00000000 --- a/docs/dev/reference/print.mmkin.html +++ /dev/null @@ -1,194 +0,0 @@ -<!-- 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>Print method for mmkin objects — print.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="Print method for mmkin objects — print.mmkin" /> -<meta property="og:description" content="Print method for mmkin objects" /> - - -<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> - - <body data-spy="scroll" data-target="#toc"> - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">0.9.50.4</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"> - <li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"> - <li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/"> - <span class="fab fa fab fa-github fa-lg"></span> - - </a> -</li> - </ul> - - </div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header> - -<div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Print method for mmkin objects</h1> - <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/mmkin.R'><code>R/mmkin.R</code></a></small> - <div class="hidden name"><code>print.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Print method for mmkin objects</p> - </div> - - <pre class="usage"><span class='co'># S3 method for 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>, <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>x</th> - <td><p>An <a href='mmkin.html'>mmkin</a> object.</p></td> - </tr> - <tr> - <th>...</th> - <td><p>Not used.</p></td> - </tr> - </table> - - - </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> -</div> - - - <footer> - <div class="copyright"> - <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> -</div> - - </footer> - </div> - - - - - </body> -</html> - - diff --git a/docs/dev/reference/read_spreadsheet.html b/docs/dev/reference/read_spreadsheet.html deleted file mode 100644 index 6e7203f4..00000000 --- a/docs/dev/reference/read_spreadsheet.html +++ /dev/null @@ -1,196 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Read datasets and relevant meta information from a spreadsheet file — read_spreadsheet • 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="Read datasets and relevant meta information from a spreadsheet file — read_spreadsheet"><meta property="og:description" content="This function imports one dataset from each sheet of a spreadsheet file. -These sheets are selected based on the contents of a sheet 'Datasets', with -a column called 'Dataset Number', containing numbers identifying the dataset -sheets to be read in. In the second column there must be a grouping -variable, which will often be named 'Soil'. Optionally, time normalization -factors can be given in columns named 'Temperature' and 'Moisture'."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Read datasets and relevant meta information from a spreadsheet file</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/read_spreadsheet.R" class="external-link"><code>R/read_spreadsheet.R</code></a></small> - <div class="hidden name"><code>read_spreadsheet.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function imports one dataset from each sheet of a spreadsheet file. -These sheets are selected based on the contents of a sheet 'Datasets', with -a column called 'Dataset Number', containing numbers identifying the dataset -sheets to be read in. In the second column there must be a grouping -variable, which will often be named 'Soil'. Optionally, time normalization -factors can be given in columns named 'Temperature' and 'Moisture'.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">read_spreadsheet</span><span class="op">(</span></span> -<span> <span class="va">path</span>,</span> -<span> valid_datasets <span class="op">=</span> <span class="st">"all"</span>,</span> -<span> parent_only <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> normalize <span class="op">=</span> <span class="cn">TRUE</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>path</dt> -<dd><p>Absolute or relative path to the spreadsheet file</p></dd> - - -<dt>valid_datasets</dt> -<dd><p>Optional numeric index of the valid datasets, default is -to use all datasets</p></dd> - - -<dt>parent_only</dt> -<dd><p>Should only the parent data be used?</p></dd> - - -<dt>normalize</dt> -<dd><p>Should the time scale be normalized using temperature -and moisture normalisation factors in the sheet 'Datasets'?</p></dd> - -</dl></div> - <div id="details"> - <h2>Details</h2> - <p>There must be a sheet 'Compounds', with columns 'Name' and 'Acronym'. -The first row read after the header read in from this sheet is assumed -to contain name and acronym of the parent compound.</p> -<p>The dataset sheets should be named using the dataset numbers read in from -the 'Datasets' sheet, i.e. '1', '2', ... . In each dataset sheet, name -of the observed variable (e.g. the acronym of the parent compound or -one of its transformation products) should be in the first column, -the time values should be in the second colum, and the observed value -in the third column.</p> -<p>In case relevant covariate data are available, they should be given -in a sheet 'Covariates', containing one line for each value of the grouping -variable specified in 'Datasets'. These values should be in the first -column and the column must have the same name as the second column in -'Datasets'. Covariates will be read in from columns four and higher. -Their names should preferably not contain special characters like spaces, -so they can be easily used for specifying covariate models.</p> -<p>An similar data structure is defined as the R6 class <a href="mkindsg.html">mkindsg</a>, but -is probably more complicated to use.</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/reexports.html b/docs/dev/reference/reexports.html deleted file mode 100644 index ee1148da..00000000 --- a/docs/dev/reference/reexports.html +++ /dev/null @@ -1,157 +0,0 @@ -<!DOCTYPE html> -<!-- 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. - - lmtest -lrtest - - - nlme -intervals, nlme - - -"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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></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" class="external-link">lrtest</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> - - - - </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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/residuals.mkinfit.html b/docs/dev/reference/residuals.mkinfit.html deleted file mode 100644 index 578b5066..00000000 --- a/docs/dev/reference/residuals.mkinfit.html +++ /dev/null @@ -1,167 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Extract residuals from an mkinfit model — residuals.mkinfit • 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="Extract residuals from an mkinfit model — residuals.mkinfit"><meta property="og:description" content="Extract residuals from an mkinfit model"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Extract residuals from an mkinfit model</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/residuals.mkinfit.R" class="external-link"><code>R/residuals.mkinfit.R</code></a></small> - <div class="hidden name"><code>residuals.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Extract residuals from an mkinfit model</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<span><span class="fu"><a href="https://rdrr.io/r/stats/residuals.html" class="external-link">residuals</a></span><span class="op">(</span><span class="va">object</span>, standardized <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>A <code><a href="mkinfit.html">mkinfit</a></code> object</p></dd> - - -<dt>standardized</dt> -<dd><p>Should the residuals be standardized by dividing by the -standard deviation obtained from the fitted error model?</p></dd> - - -<dt>...</dt> -<dd><p>Not used</p></dd> - -</dl></div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">f</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> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/residuals.html" class="external-link">residuals</a></span><span class="op">(</span><span class="va">f</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.09726374 -0.13912142 -0.15351210 0.73388322 -0.08657004 -0.93204702</span> -<span class="r-out co"><span class="r-pr">#></span> [7] -0.03269080 1.45347823 -0.88423697</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/stats/residuals.html" class="external-link">residuals</a></span><span class="op">(</span><span class="va">f</span>, standardized <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.13969917 -0.19981904 -0.22048826 1.05407091 -0.12433989 -1.33869208</span> -<span class="r-out co"><span class="r-pr">#></span> [7] -0.04695355 2.08761977 -1.27002287</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/saem-1.png b/docs/dev/reference/saem-1.png Binary files differdeleted file mode 100644 index 1fa206c4..00000000 --- a/docs/dev/reference/saem-1.png +++ /dev/null diff --git a/docs/dev/reference/saem-2.png b/docs/dev/reference/saem-2.png Binary files differdeleted file mode 100644 index e5c62c35..00000000 --- a/docs/dev/reference/saem-2.png +++ /dev/null diff --git a/docs/dev/reference/saem-3.png b/docs/dev/reference/saem-3.png Binary files differdeleted file mode 100644 index f191ad3a..00000000 --- a/docs/dev/reference/saem-3.png +++ /dev/null diff --git a/docs/dev/reference/saem-4.png b/docs/dev/reference/saem-4.png Binary files differdeleted file mode 100644 index a74e21f8..00000000 --- a/docs/dev/reference/saem-4.png +++ /dev/null diff --git a/docs/dev/reference/saem-5.png b/docs/dev/reference/saem-5.png Binary files differdeleted file mode 100644 index d22e7285..00000000 --- a/docs/dev/reference/saem-5.png +++ /dev/null diff --git a/docs/dev/reference/saem-6.png b/docs/dev/reference/saem-6.png Binary files differdeleted file mode 100644 index 314f9cd9..00000000 --- a/docs/dev/reference/saem-6.png +++ /dev/null diff --git a/docs/dev/reference/saem.html b/docs/dev/reference/saem.html deleted file mode 100644 index 9b9a911d..00000000 --- a/docs/dev/reference/saem.html +++ /dev/null @@ -1,779 +0,0 @@ -<!DOCTYPE html> -<!-- 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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" 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> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">saem</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">saem</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<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>,</span> -<span> error_model <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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>,</span> -<span> test_log_parms <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> conf.level <span class="op">=</span> <span class="fl">0.6</span>,</span> -<span> solution_type <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> covariance.model <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> omega.init <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> covariates <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> covariate_models <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> no_random_effect <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> error.init <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">1</span>, <span class="fl">1</span><span class="op">)</span>,</span> -<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>,</span> -<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>,</span> -<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>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> quiet <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for saem.mmkin</span></span> -<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> -<span></span> -<span><span class="fu">saemix_model</span><span class="op">(</span></span> -<span> <span class="va">object</span>,</span> -<span> solution_type <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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>,</span> -<span> error_model <span class="op">=</span> <span class="st">"auto"</span>,</span> -<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>,</span> -<span> covariance.model <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> no_random_effect <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> omega.init <span class="op">=</span> <span class="st">"auto"</span>,</span> -<span> covariates <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> covariate_models <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> error.init <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>,</span> -<span> test_log_parms <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> conf.level <span class="op">=</span> <span class="fl">0.6</span>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="fu">saemix_data</span><span class="op">(</span><span class="va">object</span>, covariates <span class="op">=</span> <span class="cn">NULL</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></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 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, i.e. (as of version 1.1.2) -SFO, FOMC, DFOP and HS without fixing <code>parent_0</code>, and SFO or DFOP with -one SFO metabolite.</p></dd> - - -<dt>error_model</dt> -<dd><p>Possibility to override the error model used in the mmkin object</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></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>covariance.model</dt> -<dd><p>Will be passed to <code><a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel()</a></code>. Per -default, uncorrelated random effects are specified for all degradation -parameters.</p></dd> - - -<dt>omega.init</dt> -<dd><p>Will be passed to <code><a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel()</a></code>. If using -mkin transformations and the default covariance model with optionally -excluded random effects, the variances of the degradation parameters -are estimated using <a href="mean_degparms.html">mean_degparms</a>, with testing of untransformed -log parameters for significant difference from zero. If not using -mkin transformations or a custom covariance model, the default -initialisation of <a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel</a> is used for omega.init.</p></dd> - - -<dt>covariates</dt> -<dd><p>A data frame with covariate data for use in -'covariate_models', with dataset names as row names.</p></dd> - - -<dt>covariate_models</dt> -<dd><p>A list containing linear model formulas with one explanatory -variable, i.e. of the type 'parameter ~ covariate'. Covariates must be available -in the 'covariates' data frame.</p></dd> - - -<dt>no_random_effect</dt> -<dd><p>Character vector of degradation parameters for -which there should be no variability over the groups. Only used -if the covariance model is not explicitly specified.</p></dd> - - -<dt>error.init</dt> -<dd><p>Will be passed to <code><a href="https://rdrr.io/pkg/saemix/man/saemixModel.html" class="external-link">saemix::saemixModel()</a></code>.</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>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" class="external-link">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" class="external-link">saemix::SaemixModel</a> object.</p> - - -<p>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> -<p>Starting values for the fixed effects (population mean parameters, argument -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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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" 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> -<span class="r-in"><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">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> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> 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> -<span class="r-in"><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></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><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_saem_sfo</span>, <span class="va">f_saem_fomc</span>, <span class="va">f_saem_dfop</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 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> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_sfo 5 624.33 622.38 -307.17</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_fomc 7 467.85 465.11 -226.92</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop 9 493.76 490.24 -237.88</span> -<span class="r-in"><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_saem_sfo</span>, <span class="va">f_saem_dfop</span>, test <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 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> npar AIC BIC Lik Chisq Df Pr(>Chisq) </span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_sfo 5 624.33 622.38 -307.17 </span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop 9 493.76 490.24 -237.88 138.57 4 < 2.2e-16 ***</span> -<span class="r-out co"><span class="r-pr">#></span> ---</span> -<span class="r-out co"><span class="r-pr">#></span> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1</span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_dfop</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] "sd(g_qlogis)"</span> -<span class="r-in"><span><span class="va">f_saem_dfop_red</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_saem_dfop</span>, no_random_effect <span class="op">=</span> <span class="st">"g_qlogis"</span><span class="op">)</span></span></span> -<span class="r-in"><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_saem_dfop</span>, <span class="va">f_saem_dfop_red</span>, test <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 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> npar AIC BIC Lik Chisq Df Pr(>Chisq)</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_red 8 488.68 485.55 -236.34 </span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop 9 493.76 490.24 -237.88 0 1 1</span> -<span class="r-in"><span></span></span> -<span class="r-in"><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_saem_sfo</span>, <span class="va">f_saem_fomc</span>, <span class="va">f_saem_dfop</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 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> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_sfo 5 624.33 622.38 -307.17</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_fomc 7 467.85 465.11 -226.92</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop 9 493.76 490.24 -237.88</span> -<span class="r-in"><span><span class="co"># The returned saem.mmkin object contains an SaemixObject, therefore we can use</span></span></span> -<span class="r-in"><span><span class="co"># functions from saemix</span></span></span> -<span class="r-in"><span><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> -<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> Package saemix, version 3.2</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-in"><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_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">$</span><span class="va">so</span><span class="op">)</span></span></span> -<span class="r-msg co"><span class="r-pr">#></span> Likelihoods calculated by importance sampling</span> -<span class="r-out co"><span class="r-pr">#></span> AIC BIC</span> -<span class="r-out co"><span class="r-pr">#></span> 1 624.3316 622.3788</span> -<span class="r-out co"><span class="r-pr">#></span> 2 467.8472 465.1132</span> -<span class="r-out co"><span class="r-pr">#></span> 3 493.7592 490.2441</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="saem-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"individual.fit"</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="saem-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">f_saem_fomc</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"npde"</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Simulating data using nsim = 1000 simulated datasets</span> -<span class="r-out co"><span class="r-pr">#></span> Computing WRES and npde .</span> -<span class="r-msg co"><span class="r-pr">#></span> Please use npdeSaemix to obtain VPC and npde</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.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> -<span class="r-plt img"><img src="saem-3.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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></span></span> -<span class="r-in"><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_saem_fomc</span>, <span class="va">f_saem_fomc_tc</span>, test <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 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> npar AIC BIC Lik Chisq Df Pr(>Chisq)</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_fomc 7 467.85 465.11 -226.92 </span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_fomc_tc 8 469.83 466.71 -226.92 0.015 1 0.9027</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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></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><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> -<span class="r-in"><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></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><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> -<span class="r-in"><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></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><span class="co"># The following fit uses analytical solutions for SFO-SFO and DFOP-SFO,</span></span></span> -<span class="r-in"><span><span class="co"># and compiled ODEs for FOMC that are much slower</span></span></span> -<span class="r-in"><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" class="external-link">list</a></span><span class="op">(</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">ds</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># saem fits of SFO-SFO and DFOP-SFO to these data take about five seconds</span></span></span> -<span class="r-in"><span><span class="co"># each on this system, as we use analytical solutions written for saemix.</span></span></span> -<span class="r-in"><span><span class="co"># When using the analytical solutions written for mkin this took around</span></span></span> -<span class="r-in"><span><span class="co"># four minutes</span></span></span> -<span class="r-in"><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></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="co"># We can use print, plot and summary methods to check the results</span></span></span> -<span class="r-in"><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">f_saem_dfop_sfo</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Kinetic nonlinear mixed-effects model fit by SAEM</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_A1/dt = + f_parent_to_A1 * ((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_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> Likelihood computed by importance sampling</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> 839.2 834.1 -406.6</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> estimate lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 93.70402 91.04104 96.3670</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_A1 -5.83760 -7.66452 -4.0107</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.95718 -1.35955 -0.5548</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.35514 -3.39402 -1.3163</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -3.79634 -5.64009 -1.9526</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.02108 -0.66463 0.6225</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 1.88191 1.66491 2.0989</span> -<span class="r-out co"><span class="r-pr">#></span> SD.parent_0 2.81628 0.78922 4.8433</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_A1 1.78751 0.42105 3.1540</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.45016 0.16116 0.7391</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 1.06923 0.31676 1.8217</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 2.03768 0.70938 3.3660</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.44024 -0.09262 0.9731</span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.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> -<span class="r-plt img"><img src="saem-4.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">f_saem_dfop_sfo</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> saemix version used for fitting: 3.2 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:32:32 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:32:32 2023 </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 = - ((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_A1/dt = + f_parent_to_A1 * ((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_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> Model predictions using solution type analytical </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 4.145 s</span> -<span class="r-out co"><span class="r-pr">#></span> Using 300, 100 iterations and 10 chains</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Variance model: Constant variance </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for degradation parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_A1 f_parent_qlogis log_k1 log_k2 </span> -<span class="r-out co"><span class="r-pr">#></span> 93.8102 -5.3734 -0.9711 -1.8799 -4.2708 </span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis </span> -<span class="r-out co"><span class="r-pr">#></span> 0.1356 </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> Starting values for random effects (square root of initial entries in omega):</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_A1 f_parent_qlogis log_k1 log_k2 g_qlogis</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 4.941 0.000 0.0000 0.000 0.000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_A1 0.000 2.551 0.0000 0.000 0.000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.000 0.000 0.7251 0.000 0.000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 0.000 0.000 0.0000 1.449 0.000 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 0.000 0.000 0.0000 0.000 2.228 0.0000</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.000 0.000 0.0000 0.000 0.000 0.7814</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for error model parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 </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> Results:</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Likelihood computed by importance sampling</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> 839.2 834.1 -406.6</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 93.70402 91.04104 96.3670</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_A1 -5.83760 -7.66452 -4.0107</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.95718 -1.35955 -0.5548</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.35514 -3.39402 -1.3163</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -3.79634 -5.64009 -1.9526</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.02108 -0.66463 0.6225</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 1.88191 1.66491 2.0989</span> -<span class="r-out co"><span class="r-pr">#></span> SD.parent_0 2.81628 0.78922 4.8433</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_A1 1.78751 0.42105 3.1540</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.45016 0.16116 0.7391</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 1.06923 0.31676 1.8217</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 2.03768 0.70938 3.3660</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.44024 -0.09262 0.9731</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> parnt_0 lg_k_A1 f_prnt_ log_k1 log_k2 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_A1 -0.0147 </span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.0269 0.0573 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 0.0263 -0.0011 -0.0040 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 0.0020 0.0065 -0.0002 -0.0776 </span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.0248 -0.0180 -0.0004 -0.0903 -0.0603</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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> SD.parent_0 2.8163 0.78922 4.8433</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_A1 1.7875 0.42105 3.1540</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.4502 0.16116 0.7391</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 1.0692 0.31676 1.8217</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 2.0377 0.70938 3.3660</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.4402 -0.09262 0.9731</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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 1.882 1.665 2.099</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 93.704015 9.104e+01 96.36699</span> -<span class="r-out co"><span class="r-pr">#></span> k_A1 0.002916 4.692e-04 0.01812</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_A1 0.277443 2.043e-01 0.36475</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.094880 3.357e-02 0.26813</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.022453 3.553e-03 0.14191</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.494731 3.397e-01 0.65078</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 0.2774</span> -<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7226</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 DT50_k1 DT50_k2</span> -<span class="r-out co"><span class="r-pr">#></span> parent 14.0 72.38 21.79 7.306 30.87</span> -<span class="r-out co"><span class="r-pr">#></span> A1 237.7 789.68 NA NA NA</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> ds name time observed predicted residual std standardized</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 0 97.2 95.70025 1.49975 1.882 0.79693</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 0 96.4 95.70025 0.69975 1.882 0.37183</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 3 71.1 71.44670 -0.34670 1.882 -0.18423</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 3 69.2 71.44670 -2.24670 1.882 -1.19384</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 6 58.1 56.59283 1.50717 1.882 0.80087</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 6 56.6 56.59283 0.00717 1.882 0.00381</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 10 44.4 44.56648 -0.16648 1.882 -0.08847</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 10 43.4 44.56648 -1.16648 1.882 -0.61984</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 20 33.3 29.76020 3.53980 1.882 1.88096</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 20 29.2 29.76020 -0.56020 1.882 -0.29767</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 34 17.6 19.39208 -1.79208 1.882 -0.95226</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 34 18.0 19.39208 -1.39208 1.882 -0.73971</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 55 10.5 10.55761 -0.05761 1.882 -0.03061</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 55 9.3 10.55761 -1.25761 1.882 -0.66826</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 90 4.5 3.84742 0.65258 1.882 0.34676</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 90 4.7 3.84742 0.85258 1.882 0.45304</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 112 3.0 2.03997 0.96003 1.882 0.51013</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 112 3.4 2.03997 1.36003 1.882 0.72268</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 132 2.3 1.14585 1.15415 1.882 0.61328</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 parent 132 2.7 1.14585 1.55415 1.882 0.82583</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 3 4.3 4.86054 -0.56054 1.882 -0.29786</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 3 4.6 4.86054 -0.26054 1.882 -0.13844</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 6 7.0 7.74179 -0.74179 1.882 -0.39417</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 6 7.2 7.74179 -0.54179 1.882 -0.28789</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 10 8.2 9.94048 -1.74048 1.882 -0.92485</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 10 8.0 9.94048 -1.94048 1.882 -1.03112</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 20 11.0 12.19109 -1.19109 1.882 -0.63291</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 20 13.7 12.19109 1.50891 1.882 0.80180</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 34 11.5 13.10706 -1.60706 1.882 -0.85395</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 34 12.7 13.10706 -0.40706 1.882 -0.21630</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 55 14.9 13.06131 1.83869 1.882 0.97703</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 55 14.5 13.06131 1.43869 1.882 0.76448</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 90 12.1 11.54495 0.55505 1.882 0.29494</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 90 12.3 11.54495 0.75505 1.882 0.40122</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 112 9.9 10.31533 -0.41533 1.882 -0.22070</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 112 10.2 10.31533 -0.11533 1.882 -0.06128</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 132 8.8 9.20222 -0.40222 1.882 -0.21373</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 6 A1 132 7.8 9.20222 -1.40222 1.882 -0.74510</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 0 93.6 90.82357 2.77643 1.882 1.47532</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 0 92.3 90.82357 1.47643 1.882 0.78453</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 3 87.0 84.73448 2.26552 1.882 1.20384</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 3 82.2 84.73448 -2.53448 1.882 -1.34675</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 7 74.0 77.65013 -3.65013 1.882 -1.93958</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 7 73.9 77.65013 -3.75013 1.882 -1.99272</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 14 64.2 67.60639 -3.40639 1.882 -1.81007</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 14 69.5 67.60639 1.89361 1.882 1.00621</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 30 54.0 52.53663 1.46337 1.882 0.77760</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 30 54.6 52.53663 2.06337 1.882 1.09642</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 60 41.1 39.42728 1.67272 1.882 0.88884</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 60 38.4 39.42728 -1.02728 1.882 -0.54587</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 90 32.5 33.76360 -1.26360 1.882 -0.67144</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 90 35.5 33.76360 1.73640 1.882 0.92268</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 120 28.1 30.39975 -2.29975 1.882 -1.22203</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 120 29.0 30.39975 -1.39975 1.882 -0.74379</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 180 26.5 25.62379 0.87621 1.882 0.46559</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 parent 180 27.6 25.62379 1.97621 1.882 1.05010</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 3 3.9 2.70005 1.19995 1.882 0.63762</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 3 3.1 2.70005 0.39995 1.882 0.21252</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 7 6.9 5.83475 1.06525 1.882 0.56605</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 7 6.6 5.83475 0.76525 1.882 0.40663</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 14 10.4 10.26142 0.13858 1.882 0.07364</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 14 8.3 10.26142 -1.96142 1.882 -1.04225</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 30 14.4 16.82999 -2.42999 1.882 -1.29123</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 30 13.7 16.82999 -3.12999 1.882 -1.66319</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 60 22.1 22.32486 -0.22486 1.882 -0.11949</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 60 22.3 22.32486 -0.02486 1.882 -0.01321</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 90 27.5 24.45927 3.04073 1.882 1.61576</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 90 25.4 24.45927 0.94073 1.882 0.49988</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 120 28.0 25.54862 2.45138 1.882 1.30260</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 120 26.6 25.54862 1.05138 1.882 0.55868</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 180 25.8 26.82277 -1.02277 1.882 -0.54347</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 7 A1 180 25.3 26.82277 -1.52277 1.882 -0.80916</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 0 91.9 91.16791 0.73209 1.882 0.38901</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 0 90.8 91.16791 -0.36791 1.882 -0.19550</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 1 64.9 67.58358 -2.68358 1.882 -1.42598</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 1 66.2 67.58358 -1.38358 1.882 -0.73520</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 3 43.5 41.62086 1.87914 1.882 0.99853</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 3 44.1 41.62086 2.47914 1.882 1.31735</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 8 18.3 19.60116 -1.30116 1.882 -0.69140</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 8 18.1 19.60116 -1.50116 1.882 -0.79768</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 14 10.2 10.63101 -0.43101 1.882 -0.22903</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 14 10.8 10.63101 0.16899 1.882 0.08980</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 27 4.9 3.12435 1.77565 1.882 0.94354</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 27 3.3 3.12435 0.17565 1.882 0.09334</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 48 1.6 0.43578 1.16422 1.882 0.61864</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 48 1.5 0.43578 1.06422 1.882 0.56550</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 70 1.1 0.05534 1.04466 1.882 0.55510</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 parent 70 0.9 0.05534 0.84466 1.882 0.44883</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 1 9.6 7.63450 1.96550 1.882 1.04442</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 1 7.7 7.63450 0.06550 1.882 0.03481</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 3 15.0 15.52593 -0.52593 1.882 -0.27947</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 3 15.1 15.52593 -0.42593 1.882 -0.22633</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 8 21.2 20.32192 0.87808 1.882 0.46659</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 8 21.1 20.32192 0.77808 1.882 0.41345</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 14 19.7 20.09721 -0.39721 1.882 -0.21107</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 14 18.9 20.09721 -1.19721 1.882 -0.63617</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 27 17.5 16.37477 1.12523 1.882 0.59792</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 27 15.9 16.37477 -0.47477 1.882 -0.25228</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 48 9.5 10.13141 -0.63141 1.882 -0.33551</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 48 9.8 10.13141 -0.33141 1.882 -0.17610</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 70 6.2 5.81827 0.38173 1.882 0.20284</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 8 A1 70 6.1 5.81827 0.28173 1.882 0.14970</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 0 99.8 97.48728 2.31272 1.882 1.22892</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 0 98.3 97.48728 0.81272 1.882 0.43186</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 1 77.1 79.29476 -2.19476 1.882 -1.16624</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 1 77.2 79.29476 -2.09476 1.882 -1.11310</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 3 59.0 55.67060 3.32940 1.882 1.76915</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 3 58.1 55.67060 2.42940 1.882 1.29092</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 8 27.4 31.57871 -4.17871 1.882 -2.22046</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 8 29.2 31.57871 -2.37871 1.882 -1.26398</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 14 19.1 22.51546 -3.41546 1.882 -1.81489</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 14 29.6 22.51546 7.08454 1.882 3.76454</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 27 10.1 14.09074 -3.99074 1.882 -2.12057</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 27 18.2 14.09074 4.10926 1.882 2.18355</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 48 4.5 6.95747 -2.45747 1.882 -1.30584</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 48 9.1 6.95747 2.14253 1.882 1.13848</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 70 2.3 3.32472 -1.02472 1.882 -0.54451</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 70 2.9 3.32472 -0.42472 1.882 -0.22569</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 91 2.0 1.64300 0.35700 1.882 0.18970</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 91 1.8 1.64300 0.15700 1.882 0.08343</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 120 2.0 0.62073 1.37927 1.882 0.73291</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 parent 120 2.2 0.62073 1.57927 1.882 0.83918</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 1 4.2 3.64568 0.55432 1.882 0.29455</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 1 3.9 3.64568 0.25432 1.882 0.13514</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 3 7.4 8.30173 -0.90173 1.882 -0.47916</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 3 7.9 8.30173 -0.40173 1.882 -0.21347</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 8 14.5 12.71589 1.78411 1.882 0.94803</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 8 13.7 12.71589 0.98411 1.882 0.52293</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 14 14.2 13.90452 0.29548 1.882 0.15701</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 14 12.2 13.90452 -1.70452 1.882 -0.90574</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 27 13.7 14.15523 -0.45523 1.882 -0.24190</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 27 13.2 14.15523 -0.95523 1.882 -0.50759</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 48 13.6 13.31038 0.28962 1.882 0.15389</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 48 15.4 13.31038 2.08962 1.882 1.11037</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 70 10.4 11.85965 -1.45965 1.882 -0.77562</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 70 11.6 11.85965 -0.25965 1.882 -0.13797</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 91 10.0 10.36294 -0.36294 1.882 -0.19286</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 91 9.5 10.36294 -0.86294 1.882 -0.45855</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 120 9.1 8.43003 0.66997 1.882 0.35601</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 9 A1 120 9.0 8.43003 0.56997 1.882 0.30287</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 0 96.1 93.95603 2.14397 1.882 1.13925</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 0 94.3 93.95603 0.34397 1.882 0.18278</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 8 73.9 77.70592 -3.80592 1.882 -2.02237</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 8 73.9 77.70592 -3.80592 1.882 -2.02237</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 14 69.4 70.04570 -0.64570 1.882 -0.34311</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 14 73.1 70.04570 3.05430 1.882 1.62298</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 21 65.6 64.01710 1.58290 1.882 0.84111</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 21 65.3 64.01710 1.28290 1.882 0.68170</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 41 55.9 54.98434 0.91566 1.882 0.48656</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 41 54.4 54.98434 -0.58434 1.882 -0.31050</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 63 47.0 49.87137 -2.87137 1.882 -1.52577</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 63 49.3 49.87137 -0.57137 1.882 -0.30361</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 91 44.7 45.06727 -0.36727 1.882 -0.19516</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 91 46.7 45.06727 1.63273 1.882 0.86759</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 120 42.1 40.76402 1.33598 1.882 0.70991</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 parent 120 41.3 40.76402 0.53598 1.882 0.28481</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 8 3.3 4.14599 -0.84599 1.882 -0.44954</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 8 3.4 4.14599 -0.74599 1.882 -0.39640</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 14 3.9 6.08478 -2.18478 1.882 -1.16093</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 14 2.9 6.08478 -3.18478 1.882 -1.69231</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 21 6.4 7.59411 -1.19411 1.882 -0.63452</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 21 7.2 7.59411 -0.39411 1.882 -0.20942</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 41 9.1 9.78292 -0.68292 1.882 -0.36289</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 41 8.5 9.78292 -1.28292 1.882 -0.68171</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 63 11.7 10.93274 0.76726 1.882 0.40770</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 63 12.0 10.93274 1.06726 1.882 0.56711</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 91 13.3 11.93986 1.36014 1.882 0.72274</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 91 13.2 11.93986 1.26014 1.882 0.66961</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 120 14.3 12.79238 1.50762 1.882 0.80111</span> -<span class="r-out co"><span class="r-pr">#></span> Dataset 10 A1 120 12.1 12.79238 -0.69238 1.882 -0.36791</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The following takes about 6 minutes</span></span></span> -<span class="r-in"><span><span class="va">f_saem_dfop_sfo_deSolve</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>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span>,</span></span> -<span class="r-in"><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">200</span>, <span class="fl">80</span><span class="op">)</span><span class="op">)</span></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 = 70</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 = 53.1122, R2 = 56.6407</span> -<span class="r-out co"><span class="r-pr">#></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 = 91</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 = 53.1122, R2 = 56.6407</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> DLSODA- Trouble in DINTDY. ITASK = I1, TOUT = R1</span> -<span class="r-out co"><span class="r-pr">#></span> In above message, I1 = 1</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> In above message, R1 = 91</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error in deSolve::lsoda(y = odeini, times = outtimes, func = lsoda_func, : </span> -<span class="r-out co"><span class="r-pr">#></span> illegal input detected before taking any integration steps - see written message</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co">#anova(</span></span></span> -<span class="r-in"><span><span class="co"># f_saem_dfop_sfo,</span></span></span> -<span class="r-in"><span><span class="co"># f_saem_dfop_sfo_deSolve))</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># If the model supports it, we can also use eigenvalue based solutions, which</span></span></span> -<span class="r-in"><span><span class="co"># take a similar amount of time</span></span></span> -<span class="r-in"><span><span class="co">#f_saem_sfo_sfo_eigen <- saem(f_mmkin["SFO-SFO", ], solution_type = "eigen",</span></span></span> -<span class="r-in"><span><span class="co"># control = list(nbiter.saemix = c(200, 80), nbdisplay = 10))</span></span></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/schaefer07_complex_case-1.png b/docs/dev/reference/schaefer07_complex_case-1.png Binary files differdeleted file mode 100644 index 7622ae7f..00000000 --- a/docs/dev/reference/schaefer07_complex_case-1.png +++ /dev/null diff --git a/docs/dev/reference/schaefer07_complex_case.html b/docs/dev/reference/schaefer07_complex_case.html deleted file mode 100644 index 880e5ac0..00000000 --- a/docs/dev/reference/schaefer07_complex_case.html +++ /dev/null @@ -1,221 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Metabolism data set used for checking the software quality of KinGUI — schaefer07_complex_case • 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="Metabolism data set used for checking the software quality of KinGUI — schaefer07_complex_case"><meta property="og:description" content="This dataset was used for a comparison of KinGUI and ModelMaker to check the - software quality of KinGUI in the original publication (Schäfer et al., 2007). - The results from the fitting are also included."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Metabolism data set used for checking the software quality of KinGUI</h1> - - <div class="hidden name"><code>schaefer07_complex_case.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This dataset was used for a comparison of KinGUI and ModelMaker to check the - software quality of KinGUI in the original publication (Schäfer et al., 2007). - The results from the fitting are also included.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">schaefer07_complex_case</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>The data set is a data frame with 8 observations on the following 6 variables.</p><dl><dt><code>time</code></dt> -<dd><p>a numeric vector</p></dd> - - <dt><code>parent</code></dt> -<dd><p>a numeric vector</p></dd> - - <dt><code>A1</code></dt> -<dd><p>a numeric vector</p></dd> - - <dt><code>B1</code></dt> -<dd><p>a numeric vector</p></dd> - - <dt><code>C1</code></dt> -<dd><p>a numeric vector</p></dd> - - <dt><code>A2</code></dt> -<dd><p>a numeric vector</p></dd> - - -</dl><p>The results are a data frame with 14 results for different parameter values</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Schäfer D, Mikolasch B, Rainbird P and Harvey B (2007). KinGUI: a new kinetic - software tool for evaluations according to FOCUS degradation kinetics. In: Del - Re AAM, Capri E, Fragoulis G and Trevisan M (Eds.). Proceedings of the XIII - Symposium Pesticide Chemistry, Piacenza, 2007, p. 916-923.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">data</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">schaefer07_complex_case</span>, time <span class="op">=</span> <span class="st">"time"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">model</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> parent <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <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">"A1"</span>, <span class="st">"B1"</span>, <span class="st">"C1"</span><span class="op">)</span>, sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> A1 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"A2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> B1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> C1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> A2 <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>type <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><span class="op">)</span></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> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <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="va">model</span>, <span class="va">data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="schaefer07_complex_case-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span> <span class="fu"><a href="endpoints.html">endpoints</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></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_B1 parent_C1 parent_sink A1_A2 A1_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 0.3809620 0.1954667 0.4235713 0.0000000 0.4479619 0.5520381 </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 13.95078 46.34350</span> -<span class="r-out co"><span class="r-pr">#></span> A1 49.75342 165.27728</span> -<span class="r-out co"><span class="r-pr">#></span> B1 37.26908 123.80520</span> -<span class="r-out co"><span class="r-pr">#></span> C1 11.23131 37.30961</span> -<span class="r-out co"><span class="r-pr">#></span> A2 28.50624 94.69567</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-in"><span> <span class="co"># }</span></span></span> -<span class="r-in"><span> <span class="co"># Compare with the results obtained in the original publication</span></span></span> -<span class="r-in"><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">schaefer07_complex_results</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> compound parameter KinGUI ModelMaker deviation</span> -<span class="r-out co"><span class="r-pr">#></span> 1 parent degradation rate 0.0496 0.0506 2.0</span> -<span class="r-out co"><span class="r-pr">#></span> 2 parent DT50 13.9900 13.6900 2.2</span> -<span class="r-out co"><span class="r-pr">#></span> 3 metabolite A1 formation fraction 0.3803 0.3696 2.9</span> -<span class="r-out co"><span class="r-pr">#></span> 4 metabolite A1 degradation rate 0.0139 0.0136 2.2</span> -<span class="r-out co"><span class="r-pr">#></span> 5 metabolite A1 DT50 49.9600 50.8900 1.8</span> -<span class="r-out co"><span class="r-pr">#></span> 6 metabolite B1 formation fraction 0.1866 0.1818 2.6</span> -<span class="r-out co"><span class="r-pr">#></span> 7 metabolite B1 degradation rate 0.0175 0.0172 1.7</span> -<span class="r-out co"><span class="r-pr">#></span> 8 metabolite B1 DT50 39.6100 40.2400 1.6</span> -<span class="r-out co"><span class="r-pr">#></span> 9 metabolite C1 formation fraction 0.4331 0.4486 3.5</span> -<span class="r-out co"><span class="r-pr">#></span> 10 metabolite C1 degradation rate 0.0638 0.0700 8.9</span> -<span class="r-out co"><span class="r-pr">#></span> 11 metabolite C1 DT50 10.8700 9.9000 9.8</span> -<span class="r-out co"><span class="r-pr">#></span> 12 metabolite A2 formation fraction 0.4529 0.4559 0.7</span> -<span class="r-out co"><span class="r-pr">#></span> 13 metabolite A2 degradation rate 0.0245 0.0244 0.4</span> -<span class="r-out co"><span class="r-pr">#></span> 14 metabolite A2 DT50 28.2400 28.4500 0.7</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/set_nd_nq.html b/docs/dev/reference/set_nd_nq.html deleted file mode 100644 index 6f4ae169..00000000 --- a/docs/dev/reference/set_nd_nq.html +++ /dev/null @@ -1,278 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Set non-detects and unquantified values in residue series without replicates — set_nd_nq • 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="Set non-detects and unquantified values in residue series without replicates — set_nd_nq"><meta property="og:description" content="This function automates replacing unquantified values in residue time and -depth series. For time series, the function performs part of the residue -processing proposed in the FOCUS kinetics guidance for parent compounds -and metabolites. For two-dimensional residue series over time and depth, -it automates the proposal of Boesten et al (2015)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Set non-detects and unquantified values in residue series without replicates</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/set_nd_nq.R" class="external-link"><code>R/set_nd_nq.R</code></a></small> - <div class="hidden name"><code>set_nd_nq.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function automates replacing unquantified values in residue time and -depth series. For time series, the function performs part of the residue -processing proposed in the FOCUS kinetics guidance for parent compounds -and metabolites. For two-dimensional residue series over time and depth, -it automates the proposal of Boesten et al (2015).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">res_raw</span>, <span class="va">lod</span>, loq <span class="op">=</span> <span class="cn">NA</span>, time_zero_presence <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">set_nd_nq_focus</span><span class="op">(</span></span> -<span> <span class="va">res_raw</span>,</span> -<span> <span class="va">lod</span>,</span> -<span> loq <span class="op">=</span> <span class="cn">NA</span>,</span> -<span> set_first_sample_nd <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> first_sample_nd_value <span class="op">=</span> <span class="fl">0</span>,</span> -<span> ignore_below_loq_after_first_nd <span class="op">=</span> <span class="cn">TRUE</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>res_raw</dt> -<dd><p>Character vector of a residue time series, or matrix of -residue values with rows representing depth profiles for a specific sampling -time, and columns representing time series of residues at the same depth. -Values below the limit of detection (lod) have to be coded as "nd", values -between the limit of detection and the limit of quantification, if any, have -to be coded as "nq". Samples not analysed have to be coded as "na". All -values that are not "na", "nd" or "nq" have to be coercible to numeric</p></dd> - - -<dt>lod</dt> -<dd><p>Limit of detection (numeric)</p></dd> - - -<dt>loq</dt> -<dd><p>Limit of quantification(numeric). Must be specified if the FOCUS rule to -stop after the first non-detection is to be applied</p></dd> - - -<dt>time_zero_presence</dt> -<dd><p>Do we assume that residues occur at time zero? -This only affects samples from the first sampling time that have been -reported as "nd" (not detected).</p></dd> - - -<dt>set_first_sample_nd</dt> -<dd><p>Should the first sample be set to "first_sample_nd_value" -in case it is a non-detection?</p></dd> - - -<dt>first_sample_nd_value</dt> -<dd><p>Value to be used for the first sample if it is a non-detection</p></dd> - - -<dt>ignore_below_loq_after_first_nd</dt> -<dd><p>Should we ignore values below the LOQ after the first -non-detection that occurs after the quantified values?</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A numeric vector, if a vector was supplied, or a numeric matrix otherwise</p> - </div> - <div id="functions"> - <h2>Functions</h2> - -<ul><li><p><code>set_nd_nq_focus()</code>: Set non-detects in residue time series according to FOCUS rules</p></li> -</ul></div> - <div id="references"> - <h2>References</h2> - <p>Boesten, J. J. T. I., van der Linden, A. M. A., Beltman, W. H. -J. and Pol, J. W. (2015). Leaching of plant protection products and their -transformation products; Proposals for improving the assessment of leaching -to groundwater in the Netherlands — Version 2. Alterra report 2630, Alterra -Wageningen UR (University & Research centre)</p> -<p>FOCUS (2014) Generic Guidance for Estimating Persistence and Degradation -Kinetics from Environmental Fate Studies on Pesticides in EU Registration, Version 1.1, -18 December 2014, p. 251</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># FOCUS (2014) p. 75/76 and 131/132</span></span></span> -<span class="r-in"><span><span class="va">parent_1</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">.12</span>, <span class="fl">.09</span>, <span class="fl">.05</span>, <span class="fl">.03</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">parent_1</span>, <span class="fl">0.02</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.12 0.09 0.05 0.03 0.01 NA NA NA NA NA</span> -<span class="r-in"><span><span class="va">parent_2</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">.12</span>, <span class="fl">.09</span>, <span class="fl">.05</span>, <span class="fl">.03</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="fl">.03</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">parent_2</span>, <span class="fl">0.02</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.12 0.09 0.05 0.03 0.01 0.01 0.03 0.01 NA NA</span> -<span class="r-in"><span><span class="fu">set_nd_nq_focus</span><span class="op">(</span><span class="va">parent_2</span>, <span class="fl">0.02</span>, loq <span class="op">=</span> <span class="fl">0.05</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.12 0.09 0.05 0.03 0.01 NA NA NA NA NA</span> -<span class="r-in"><span><span class="va">parent_3</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">.12</span>, <span class="fl">.09</span>, <span class="fl">.05</span>, <span class="fl">.03</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="fl">.06</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">parent_3</span>, <span class="fl">0.02</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.12 0.09 0.05 0.03 0.01 0.01 0.06 0.01 NA NA</span> -<span class="r-in"><span><span class="fu">set_nd_nq_focus</span><span class="op">(</span><span class="va">parent_3</span>, <span class="fl">0.02</span>, loq <span class="op">=</span> <span class="fl">0.05</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.12 0.09 0.05 0.03 0.01 0.01 0.06 0.01 NA NA</span> -<span class="r-in"><span><span class="va">metabolite</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">"nd"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>, <span class="fl">0.03</span>, <span class="fl">0.06</span>, <span class="fl">0.10</span>, <span class="fl">0.11</span>, <span class="fl">0.10</span>, <span class="fl">0.09</span>, <span class="fl">0.05</span>, <span class="fl">0.03</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">metabolite</span>, <span class="fl">0.02</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] NA NA 0.01 0.03 0.06 0.10 0.11 0.10 0.09 0.05 0.03 0.01 NA</span> -<span class="r-in"><span><span class="fu">set_nd_nq_focus</span><span class="op">(</span><span class="va">metabolite</span>, <span class="fl">0.02</span>, <span class="fl">0.05</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] 0.00 NA 0.01 0.03 0.06 0.10 0.11 0.10 0.09 0.05 0.03 0.01 NA</span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># Boesten et al. (2015), p. 57/58</span></span></span> -<span class="r-in"><span><span class="va">table_8</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a></span><span class="op">(</span></span></span> -<span class="r-in"><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">10</span>, <span class="fl">10</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="st">"nd"</span>, <span class="fl">4</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="fl">10</span>, <span class="fl">10</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="st">"nq"</span>, <span class="fl">2</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="st">"nd"</span>, <span class="fl">2</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="fl">10</span>, <span class="fl">10</span>, <span class="fl">10</span>, <span class="st">"nq"</span>, <span class="st">"nd"</span>, <span class="st">"nd"</span>,</span></span> -<span class="r-in"><span> <span class="st">"nq"</span>, <span class="fl">10</span>, <span class="st">"nq"</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="st">"nd"</span>, <span class="fl">3</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="st">"nd"</span>, <span class="st">"nq"</span>, <span class="st">"nq"</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="st">"nd"</span>, <span class="fl">3</span><span class="op">)</span>,</span></span> -<span class="r-in"><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="st">"nd"</span>, <span class="fl">6</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="st">"nd"</span>, <span class="fl">6</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> ncol <span class="op">=</span> <span class="fl">6</span>, byrow <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">table_8</span>, <span class="fl">0.5</span>, <span class="fl">1.5</span>, time_zero_presence <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [,1] [,2] [,3] [,4] [,5] [,6]</span> -<span class="r-out co"><span class="r-pr">#></span> [1,] 10.00 10.00 0.25 0.25 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [2,] 10.00 10.00 1.00 1.00 0.25 NA</span> -<span class="r-out co"><span class="r-pr">#></span> [3,] 10.00 10.00 10.00 1.00 0.25 NA</span> -<span class="r-out co"><span class="r-pr">#></span> [4,] 1.00 10.00 1.00 0.25 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [5,] 0.25 1.00 1.00 0.25 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [6,] NA 0.25 0.25 NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [7,] NA NA NA NA NA NA</span> -<span class="r-in"><span><span class="va">table_10</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a></span><span class="op">(</span></span></span> -<span class="r-in"><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">10</span>, <span class="fl">10</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="st">"nd"</span>, <span class="fl">4</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="fl">10</span>, <span class="fl">10</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="st">"nd"</span>, <span class="fl">4</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="fl">10</span>, <span class="fl">10</span>, <span class="fl">10</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="st">"nd"</span>, <span class="fl">3</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="st">"nd"</span>, <span class="fl">10</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="st">"nd"</span>, <span class="fl">4</span><span class="op">)</span>,</span></span> -<span class="r-in"><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="st">"nd"</span>, <span class="fl">18</span><span class="op">)</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> ncol <span class="op">=</span> <span class="fl">6</span>, byrow <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">set_nd_nq</span><span class="op">(</span><span class="va">table_10</span>, <span class="fl">0.5</span>, time_zero_presence <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [,1] [,2] [,3] [,4] [,5] [,6]</span> -<span class="r-out co"><span class="r-pr">#></span> [1,] 10.00 10.00 0.25 NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [2,] 10.00 10.00 0.25 NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [3,] 10.00 10.00 10.00 0.25 NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [4,] 0.25 10.00 0.25 NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [5,] NA 0.25 NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [6,] NA NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> [7,] NA NA NA NA NA NA</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/sigma_twocomp-1.png b/docs/dev/reference/sigma_twocomp-1.png Binary files differdeleted file mode 100644 index 3671c658..00000000 --- a/docs/dev/reference/sigma_twocomp-1.png +++ /dev/null diff --git a/docs/dev/reference/sigma_twocomp.html b/docs/dev/reference/sigma_twocomp.html deleted file mode 100644 index 0ead0184..00000000 --- a/docs/dev/reference/sigma_twocomp.html +++ /dev/null @@ -1,216 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Two-component error model — sigma_twocomp • 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="Two-component error model — sigma_twocomp"><meta property="og:description" content="Function describing the standard deviation of the measurement error in -dependence of the measured value \(y\):"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Two-component error model</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/sigma_twocomp.R" class="external-link"><code>R/sigma_twocomp.R</code></a></small> - <div class="hidden name"><code>sigma_twocomp.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Function describing the standard deviation of the measurement error in -dependence of the measured value \(y\):</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">sigma_twocomp</span><span class="op">(</span><span class="va">y</span>, <span class="va">sigma_low</span>, <span class="va">rsd_high</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>y</dt> -<dd><p>The magnitude of the observed value</p></dd> - - -<dt>sigma_low</dt> -<dd><p>The asymptotic minimum of the standard deviation for low -observed values</p></dd> - - -<dt>rsd_high</dt> -<dd><p>The coefficient describing the increase of the standard -deviation with the magnitude of the observed value</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>The standard deviation of the response variable.</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>$$\sigma = \sqrt{ \sigma_{low}^2 + y^2 * {rsd}_{high}^2}$$ sigma = -sqrt(sigma_low^2 + y^2 * rsd_high^2)</p> -<p>This is the error model used for example by Werner et al. (1978). The model -proposed by Rocke and Lorenzato (1995) can be written in this form as well, -but assumes approximate lognormal distribution of errors for high values of -y.</p> - </div> - <div id="references"> - <h2>References</h2> - <p>Werner, Mario, Brooks, Samuel H., and Knott, Lancaster B. (1978) -Additive, Multiplicative, and Mixed Analytical Errors. Clinical Chemistry -24(11), 1895-1898.</p> -<p>Rocke, David M. and Lorenzato, Stefan (1995) A two-component model for -measurement error in analytical chemistry. Technometrics 37(2), 176-184.</p> -<p>Ranke J and Meinecke S (2019) Error Models for the Kinetic Evaluation of Chemical -Degradation Data. <em>Environments</em> 6(12) 124 -<a href="https://doi.org/10.3390/environments6120124" class="external-link">doi:10.3390/environments6120124</a> -.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">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> -<span class="r-in"><span><span class="va">d_pred</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>time <span class="op">=</span> <span class="va">times</span>, parent <span class="op">=</span> <span class="fl">100</span> <span class="op">*</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">exp</a></span><span class="op">(</span><span class="op">-</span> <span class="fl">0.03</span> <span class="op">*</span> <span class="va">times</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="va">d_syn</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_pred</span>, <span class="kw">function</span><span class="op">(</span><span class="va">y</span><span class="op">)</span> <span class="fu">sigma_twocomp</span><span class="op">(</span><span class="va">y</span>, <span class="fl">1</span>, <span class="fl">0.07</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> reps <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="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span></span> -<span class="r-in"><span><span class="va">f_nls</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/nls.html" class="external-link">nls</a></span><span class="op">(</span><span class="va">value</span> <span class="op">~</span> <span class="fu"><a href="https://rdrr.io/r/stats/SSasymp.html" class="external-link">SSasymp</a></span><span class="op">(</span><span class="va">time</span>, <span class="fl">0</span>, <span class="va">parent_0</span>, <span class="va">lrc</span><span class="op">)</span>, data <span class="op">=</span> <span class="va">d_syn</span>,</span></span> -<span class="r-in"><span> start <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>parent_0 <span class="op">=</span> <span class="fl">100</span>, lrc <span class="op">=</span> <span class="op">-</span><span class="fl">3</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="va">f_gnls</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/gnls.html" class="external-link">gnls</a></span><span class="op">(</span><span class="va">value</span> <span class="op">~</span> <span class="fu"><a href="https://rdrr.io/r/stats/SSasymp.html" class="external-link">SSasymp</a></span><span class="op">(</span><span class="va">time</span>, <span class="fl">0</span>, <span class="va">parent_0</span>, <span class="va">lrc</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> data <span class="op">=</span> <span class="va">d_syn</span>, na.action <span class="op">=</span> <span class="va">na.omit</span>,</span></span> -<span class="r-in"><span> start <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>parent_0 <span class="op">=</span> <span class="fl">100</span>, lrc <span class="op">=</span> <span class="op">-</span><span class="fl">3</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><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></span> -<span class="r-in"><span> <span class="va">f_gnls_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_gnls</span>, weights <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/varConstProp.html" class="external-link">varConstProp</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="va">f_gnls_tc_sf</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_gnls_tc</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>sigma <span class="op">=</span> <span class="fl">1</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span><span class="va">f_mkin</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">d_syn</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></span> -<span class="r-in"><span><span class="va">f_mkin_tc</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">d_syn</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> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_res</a></span><span class="op">(</span><span class="va">f_mkin_tc</span>, standardized <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="sigma_twocomp-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><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_nls</span>, <span class="va">f_gnls</span>, <span class="va">f_gnls_tc</span>, <span class="va">f_gnls_tc_sf</span>, <span class="va">f_mkin</span>, <span class="va">f_mkin_tc</span><span class="op">)</span></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_nls 3 114.4817</span> -<span class="r-out co"><span class="r-pr">#></span> f_gnls 3 114.4817</span> -<span class="r-out co"><span class="r-pr">#></span> f_gnls_tc 5 103.6447</span> -<span class="r-out co"><span class="r-pr">#></span> f_gnls_tc_sf 4 101.6447</span> -<span class="r-out co"><span class="r-pr">#></span> f_mkin 3 114.4817</span> -<span class="r-out co"><span class="r-pr">#></span> f_mkin_tc 4 101.6446</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/status.html b/docs/dev/reference/status.html deleted file mode 100644 index df3e3a44..00000000 --- a/docs/dev/reference/status.html +++ /dev/null @@ -1,191 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Method to get status information for fit array objects — status • 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="Method to get status information for fit array objects — status"><meta property="og:description" content="Method to get status information for fit array objects"><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Method to get status information for fit array objects</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/status.R" class="external-link"><code>R/status.R</code></a></small> - <div class="hidden name"><code>status.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Method to get status information for fit array objects</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">status</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for mmkin</span></span> -<span><span class="fu">status</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for status.mmkin</span></span> -<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> -<span></span> -<span><span class="co"># S3 method for mhmkin</span></span> -<span><span class="fu">status</span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for status.mhmkin</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The object to investigate</p></dd> - - -<dt>...</dt> -<dd><p>For potential future extensions</p></dd> - - -<dt>x</dt> -<dd><p>The object to be printed</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>An object with the same dimensions as the fit array -suitable printing method.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="va">fits</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span></span></span> -<span class="r-in"><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="op">)</span>,</span></span> -<span class="r-in"><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">"FOCUS A"</span> <span class="op">=</span> <span class="va">FOCUS_2006_A</span>,</span></span> -<span class="r-in"><span> <span class="st">"FOCUS B"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">status</span><span class="op">(</span><span class="va">fits</span><span class="op">)</span></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 FOCUS A FOCUS B</span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary.mkinfit.html b/docs/dev/reference/summary.mkinfit.html deleted file mode 100644 index f627c2f6..00000000 --- a/docs/dev/reference/summary.mkinfit.html +++ /dev/null @@ -1,334 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Summary method for class "mkinfit" — summary.mkinfit • 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 " mkinfit summary.mkinfit><meta property="og:description" content="Lists model equations, initial parameter values, optimised parameters with -some uncertainty statistics, the chi2 error levels calculated according to -FOCUS guidance (2006) as defined therein, formation fractions, DT50 values -and optionally the data, consisting of observed, predicted and residual -values."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Summary method for class "mkinfit"</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary.mkinfit.R" class="external-link"><code>R/summary.mkinfit.R</code></a></small> - <div class="hidden name"><code>summary.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Lists model equations, initial parameter values, optimised parameters with -some uncertainty statistics, the chi2 error levels calculated according to -FOCUS guidance (2006) as defined therein, formation fractions, DT50 values -and optionally the data, consisting of observed, predicted and residual -values.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<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">TRUE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, alpha <span class="op">=</span> <span class="fl">0.05</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for summary.mkinfit</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>an object of class <a href="mkinfit.html">mkinfit</a>.</p></dd> - - -<dt>data</dt> -<dd><p>logical, indicating whether the data should be included in the -summary.</p></dd> - - -<dt>distimes</dt> -<dd><p>logical, indicating whether DT50 and DT90 values should be -included.</p></dd> - - -<dt>alpha</dt> -<dd><p>error level for confidence interval estimation from t -distribution</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 <code>summary.mkinfit</code>.</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 with components, among others</p> -<dl><dt>version, Rversion</dt> -<dd><p>The 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 model</p></dd> - -<dt>use_of_ff</dt> -<dd><p>Was maximum or minimum use made of formation fractions</p></dd> - -<dt>bpar</dt> -<dd><p>Optimised and backtransformed -parameters</p></dd> - -<dt>data</dt> -<dd><p>The data (see Description above).</p></dd> - -<dt>start</dt> -<dd><p>The starting values and bounds, if applicable, for optimised -parameters.</p></dd> - -<dt>fixed</dt> -<dd><p>The values of fixed parameters.</p></dd> - -<dt>errmin </dt> -<dd><p>The chi2 error levels for -each observed variable.</p></dd> - -<dt>bparms.ode</dt> -<dd><p>All backtransformed ODE -parameters, for use as starting parameters for related models.</p></dd> - -<dt>errparms</dt> -<dd><p>Error model parameters.</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 and fractional eigenvector component -g of SFORB systems in the model.</p></dd> - -</dl><p>The print method is called for its side effect, i.e. printing the summary.</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, -EC Document Reference Sanco/10058/2005 version 2.0, 434 pp, -<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="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><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="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">FOCUS_2006_A</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:34:39 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:34:39 2023 </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 = - k_parent * parent</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model predictions using solution type analytical </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted using 131 model solutions performed in 0.009 s</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model: Constant variance </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model algorithm: OLS </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for parameters to be optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 101.24 state</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.10 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for the transformed parameters actually optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 101.240000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -2.302585 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fixed 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> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 55.28197 55.5203 -24.64099</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Optimised, transformed parameters with symmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 109.200 3.70400 99.630 118.700</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -3.291 0.09176 -3.527 -3.055</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.266 1.31600 1.882 8.649</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameter correlation:</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent sigma</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.000e+00 5.428e-01 1.642e-07</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent 5.428e-01 1.000e+00 2.507e-07</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.642e-07 2.507e-07 1.000e+00</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> Confidence intervals for internally transformed parameters are asymmetric.</span> -<span class="r-out co"><span class="r-pr">#></span> t-test (unrealistically) based on the assumption of normal distribution</span> -<span class="r-out co"><span class="r-pr">#></span> for estimators of untransformed parameters.</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 109.20000 29.47 4.218e-07 99.6300 118.70000</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.03722 10.90 5.650e-05 0.0294 0.04712</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 5.26600 4.00 5.162e-03 1.8820 8.64900</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> FOCUS Chi2 error levels in percent:</span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 8.385 2 6</span> -<span class="r-out co"><span class="r-pr">#></span> parent 8.385 2 6</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</span> -<span class="r-out co"><span class="r-pr">#></span> parent 18.62 61.87</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> time variable observed predicted residual</span> -<span class="r-out co"><span class="r-pr">#></span> 0 parent 101.24 109.153 -7.9132</span> -<span class="r-out co"><span class="r-pr">#></span> 3 parent 99.27 97.622 1.6484</span> -<span class="r-out co"><span class="r-pr">#></span> 7 parent 90.11 84.119 5.9913</span> -<span class="r-out co"><span class="r-pr">#></span> 14 parent 72.19 64.826 7.3641</span> -<span class="r-out co"><span class="r-pr">#></span> 30 parent 29.71 35.738 -6.0283</span> -<span class="r-out co"><span class="r-pr">#></span> 62 parent 5.98 10.862 -4.8818</span> -<span class="r-out co"><span class="r-pr">#></span> 90 parent 1.54 3.831 -2.2911</span> -<span class="r-out co"><span class="r-pr">#></span> 118 parent 0.39 1.351 -0.9613</span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary.mmkin.html b/docs/dev/reference/summary.mmkin.html deleted file mode 100644 index c27f1634..00000000 --- a/docs/dev/reference/summary.mmkin.html +++ /dev/null @@ -1,196 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Summary method for class "mmkin" — summary.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 " mmkin summary.mmkin><meta property="og:description" content="Shows status information on the mkinfit objects contained in the object -and gives an overview of ill-defined parameters calculated by illparms."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Summary method for class "mmkin"</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary.mmkin.R" class="external-link"><code>R/summary.mmkin.R</code></a></small> - <div class="hidden name"><code>summary.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>Shows status information on the <a href="mkinfit.html">mkinfit</a> objects contained in the object -and gives an overview of ill-defined parameters calculated by <a href="illparms.html">illparms</a>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mmkin</span></span> -<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>, conf.level <span class="op">=</span> <span class="fl">0.95</span>, <span class="va">...</span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for summary.mmkin</span></span> -<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></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>an object of class <a href="mmkin.html">mmkin</a></p></dd> - - -<dt>conf.level</dt> -<dd><p>confidence level for testing parameters</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 <code>summary.mmkin</code>.</p></dd> - - -<dt>digits</dt> -<dd><p>number of digits to use for printing</p></dd> - -</dl></div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">fits</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span></span></span> -<span class="r-in"><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="op">)</span>,</span></span> -<span class="r-in"><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">"FOCUS A"</span> <span class="op">=</span> <span class="va">FOCUS_2006_A</span>,</span></span> -<span class="r-in"><span> <span class="st">"FOCUS C"</span> <span class="op">=</span> <span class="va">FOCUS_2006_C</span><span class="op">)</span>,</span></span> -<span class="r-in"><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> -<span class="r-in"><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">fits</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Error model: Constant variance </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 0.509 s</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Status:</span> -<span class="r-out co"><span class="r-pr">#></span> dataset</span> -<span class="r-out co"><span class="r-pr">#></span> model FOCUS A FOCUS C</span> -<span class="r-out co"><span class="r-pr">#></span> SFO OK OK </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC 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> Ill-defined parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> dataset</span> -<span class="r-out co"><span class="r-pr">#></span> model FOCUS A FOCUS C</span> -<span class="r-out co"><span class="r-pr">#></span> SFO </span> -<span class="r-out co"><span class="r-pr">#></span> FOMC parent_0, alpha, beta, sigma </span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary.nlme.mmkin.html b/docs/dev/reference/summary.nlme.mmkin.html deleted file mode 100644 index cb2c20bd..00000000 --- a/docs/dev/reference/summary.nlme.mmkin.html +++ /dev/null @@ -1,435 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Summary method for class "nlme.mmkin" — summary.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=" 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 " nlme.mmkin summary.nlme.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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Summary method for class "nlme.mmkin"</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary.nlme.mmkin.R" class="external-link"><code>R/summary.nlme.mmkin.R</code></a></small> - <div class="hidden name"><code>summary.nlme.mmkin.Rd</code></div> - </div> - - <div class="ref-description"> - <p>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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for nlme.mmkin</span></span> -<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> -<span> <span class="va">object</span>,</span> -<span> data <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> distimes <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> alpha <span class="op">=</span> <span class="fl">0.05</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for summary.nlme.mmkin</span></span> -<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></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>an object of class <a href="nlme.mmkin.html">nlme.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>alpha</dt> -<dd><p>error level for confidence interval estimation from the t -distribution</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.nlme.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/nlme/man/nlme.html" class="external-link">nlme</a> object -obtained in the fit, with at least the following additional components</p> -<dl><dt>nlmeversion, mkinversion, Rversion</dt> -<dd><p>The nlme, 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>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> - -</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 -José Pinheiro and Douglas Bates for the components inherited from nlme</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Generate five datasets following SFO kinetics</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="va">dt50_sfo_in_pop</span> <span class="op"><-</span> <span class="fl">50</span></span></span> -<span class="r-in"><span><span class="va">k_in_pop</span> <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="va">dt50_sfo_in_pop</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><span><span class="va">k_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="va">k_in_pop</span><span class="op">)</span>, <span class="fl">0.5</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">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> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">pred_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k</span><span class="op">)</span> <span class="op">{</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">SFO</span>,</span></span> -<span class="r-in"><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="va">k</span><span class="op">)</span>,</span></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">ds_sfo_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="va">k_in</span>, <span class="va">pred_sfo</span><span class="op">)</span></span></span> -<span class="r-in"><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">ds_sfo_mean</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> -<span class="r-in"><span></span></span> -<span class="r-in"><span><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">12345</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">ds_sfo_syn</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_sfo_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> -<span class="r-in"><span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># Evaluate using mmkin and nlme</span></span></span> -<span class="r-in"><span><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> -<span class="r-in"><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="st">"SFO"</span>, <span class="va">ds_sfo_syn</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">1</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Optimisation did not converge:</span> -<span class="r-wrn co"><span class="r-pr">#></span> iteration limit reached without convergence (10)</span> -<span class="r-in"><span><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_mmkin</span><span class="op">)</span></span></span> -<span class="r-in"><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">f_nlme</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> nlme version used for fitting: 3.1.162 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:34:41 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:34:41 2023 </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 = - k_parent * 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> Model predictions using solution type analytical </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 0.194 s using 4 iterations</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 function </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_parent </span> -<span class="r-out co"><span class="r-pr">#></span> 101.569 -4.454 </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> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 584.5 599.5 -286.2</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Optimised, transformed parameters with symmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.371 101.592 103.814</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -4.973 -4.449 -3.926</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> parnt_0</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent 0.0507 </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 ~ 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 Residual</span> -<span class="r-out co"><span class="r-pr">#></span> StdDev: 6.92e-05 0.5863 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> 0.0001208154 0.0789968021 </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Backtransformed parameters with asymmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.370882 101.59243 103.81398</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.006923 0.01168 0.01972</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</span> -<span class="r-out co"><span class="r-pr">#></span> parent 59.32 197.1</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> ds name time observed predicted residual std standardized</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 104.1 101.592 2.50757 8.0255 0.312451</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 105.0 101.592 3.40757 8.0255 0.424594</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 98.5 100.796 -2.29571 7.9625 -0.288313</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 96.1 100.796 -4.69571 7.9625 -0.589725</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 101.9 99.221 2.67904 7.8381 0.341796</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 85.2 99.221 -14.02096 7.8381 -1.788812</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 99.1 96.145 2.95512 7.5951 0.389081</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 93.0 96.145 -3.14488 7.5951 -0.414065</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 88.1 90.989 -2.88944 7.1879 -0.401987</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 84.1 90.989 -6.88944 7.1879 -0.958480</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 80.2 81.493 -1.29305 6.4377 -0.200857</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 91.3 81.493 9.80695 6.4377 1.523364</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 65.1 63.344 1.75642 5.0039 0.351008</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 65.8 63.344 2.45642 5.0039 0.490898</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 47.8 50.018 -2.21764 3.9512 -0.561252</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 53.5 50.018 3.48236 3.9512 0.881335</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 37.6 39.495 -1.89515 3.1200 -0.607423</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 39.3 39.495 -0.19515 3.1200 -0.062549</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 107.9 101.592 6.30757 8.0255 0.785943</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 102.1 101.592 0.50757 8.0255 0.063245</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 103.8 100.058 3.74159 7.9043 0.473361</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 108.6 100.058 8.54159 7.9043 1.080626</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 91.0 97.060 -6.05952 7.6674 -0.790297</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 84.9 97.060 -12.15952 7.6674 -1.585874</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 79.3 91.329 -12.02867 7.2147 -1.667251</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 100.9 91.329 9.57133 7.2147 1.326647</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 77.3 82.102 -4.80185 6.4858 -0.740366</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 83.5 82.102 1.39815 6.4858 0.215571</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 66.8 66.351 0.44945 5.2415 0.085748</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 63.3 66.351 -3.05055 5.2415 -0.582002</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 40.8 40.775 0.02474 3.2211 0.007679</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 44.8 40.775 4.02474 3.2211 1.249485</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 27.8 25.832 1.96762 2.0407 0.964198</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 27.0 25.832 1.16762 2.0407 0.572171</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 15.2 16.366 -1.16561 1.2928 -0.901595</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 15.5 16.366 -0.86561 1.2928 -0.669547</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 97.7 101.592 -3.89243 8.0255 -0.485009</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 88.2 101.592 -13.39243 8.0255 -1.668739</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 109.9 99.218 10.68196 7.8379 1.362858</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 97.8 99.218 -1.41804 7.8379 -0.180921</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 100.5 94.634 5.86555 7.4758 0.784603</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 77.4 94.634 -17.23445 7.4758 -2.305360</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 78.3 86.093 -7.79273 6.8011 -1.145813</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 90.3 86.093 4.20727 6.8011 0.618620</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 76.0 72.958 3.04222 5.7634 0.527848</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 79.1 72.958 6.14222 5.7634 1.065722</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 46.0 52.394 -6.39404 4.1390 -1.544842</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 53.4 52.394 1.00596 4.1390 0.243046</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 25.1 24.582 0.51786 1.9419 0.266676</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 21.4 24.582 -3.18214 1.9419 -1.638664</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 11.0 12.092 -1.09202 0.9552 -1.143199</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 14.2 12.092 2.10798 0.9552 2.206776</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 5.8 5.948 -0.14810 0.4699 -0.315178</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 6.1 5.948 0.15190 0.4699 0.323282</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 95.3 101.592 -6.29243 8.0255 -0.784057</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 102.0 101.592 0.40757 8.0255 0.050784</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 104.4 101.125 3.27549 7.9885 0.410025</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 105.4 101.125 4.27549 7.9885 0.535205</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 113.7 100.195 13.50487 7.9151 1.706218</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 82.3 100.195 -17.89513 7.9151 -2.260886</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 98.1 98.362 -0.26190 7.7703 -0.033706</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 87.8 98.362 -10.56190 7.7703 -1.359270</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 97.9 95.234 2.66590 7.5232 0.354357</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 104.8 95.234 9.56590 7.5232 1.271521</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 85.0 89.274 -4.27372 7.0523 -0.606001</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 77.2 89.274 -12.07372 7.0523 -1.712017</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 82.2 77.013 5.18660 6.0838 0.852526</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 86.1 77.013 9.08660 6.0838 1.493571</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 70.5 67.053 3.44692 5.2970 0.650733</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 61.7 67.053 -5.35308 5.2970 -1.010591</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 60.0 58.381 1.61905 4.6119 0.351058</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 56.4 58.381 -1.98095 4.6119 -0.429530</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 92.6 101.592 -8.99243 8.0255 -1.120485</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 116.5 101.592 14.90757 8.0255 1.857531</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 108.0 99.914 8.08560 7.8929 1.024413</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 104.9 99.914 4.98560 7.8929 0.631655</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 100.5 96.641 3.85898 7.6343 0.505477</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 89.5 96.641 -7.14102 7.6343 -0.935383</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 91.7 90.412 1.28752 7.1423 0.180267</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 95.1 90.412 4.68752 7.1423 0.656304</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 82.2 80.463 1.73715 6.3563 0.273295</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 84.5 80.463 4.03715 6.3563 0.635141</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 60.5 63.728 -3.22788 5.0343 -0.641178</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 72.8 63.728 9.07212 5.0343 1.802062</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 38.3 37.399 0.90061 2.9544 0.304835</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 40.7 37.399 3.30061 2.9544 1.117174</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 22.5 22.692 -0.19165 1.7926 -0.106913</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 20.8 22.692 -1.89165 1.7926 -1.055273</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 13.4 13.768 -0.36790 1.0876 -0.338259</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 13.8 13.768 0.03210 1.0876 0.029517</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary.nlmixr.mmkin.html b/docs/dev/reference/summary.nlmixr.mmkin.html deleted file mode 100644 index 31f68f3f..00000000 --- a/docs/dev/reference/summary.nlmixr.mmkin.html +++ /dev/null @@ -1,2914 +0,0 @@ -<!DOCTYPE html> -<!-- 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>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" 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 " 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.0</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>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.</p> - </div> - - <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" 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> -<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 -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> -</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> - - <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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <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> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary.saem.mmkin.html b/docs/dev/reference/summary.saem.mmkin.html deleted file mode 100644 index e434ad8d..00000000 --- a/docs/dev/reference/summary.saem.mmkin.html +++ /dev/null @@ -1,677 +0,0 @@ -<!DOCTYPE html> -<!-- 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>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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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> - - <div class="ref-description"> - <p>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.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> -<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> -<span> <span class="va">object</span>,</span> -<span> data <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> -<span> covariates <span class="op">=</span> <span class="cn">NULL</span>,</span> -<span> covariate_quantile <span class="op">=</span> <span class="fl">0.5</span>,</span> -<span> distimes <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> <span class="va">...</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="co"># S3 method for summary.saem.mmkin</span></span> -<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></span></code></pre></div> - </div> - - <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>covariates</dt> -<dd><p>Numeric vector with covariate values for all variables in -any covariate models in the object. If given, it overrides 'covariate_quantile'.</p></dd> - - -<dt>covariate_quantile</dt> -<dd><p>This argument only has an effect if the fitted -object has covariate models. If so, the default is to show endpoints -for the median of the covariate values (50th percentile).</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></p> - - -<p>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 -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> - -</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> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># Generate five datasets following DFOP-SFO kinetics</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><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>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><span><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> -<span class="r-in"><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" 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> -<span class="r-in"><span><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> -<span class="r-in"><span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span></span> -<span class="r-in"><span> <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> -<span class="r-in"><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><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span></span> -<span class="r-in"><span> <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> -<span class="r-in"><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></span> -<span class="r-in"><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><span class="op">)</span>,</span></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><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">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> -<span class="r-in"><span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><span> <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span> -<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># Evaluate using mmkin and saem</span></span></span> -<span class="r-in"><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" 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> -<span class="r-in"><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></span> -<span class="r-in"><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></span></span> -<span class="r-in"><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">f_saem_dfop_sfo</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Kinetic nonlinear mixed-effects model fit by SAEM</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> 171 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> Likelihood computed by importance sampling</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> 810.8 805.4 -391.4</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> estimate lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 100.86947 97.81542 103.92353</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -4.06947 -4.16944 -3.96950</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.93256 -1.34200 -0.52312</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.37017 -2.72660 -2.01375</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -4.06264 -4.21344 -3.91184</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.02174 -0.45898 0.41549</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.87598 0.67275 1.07922</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.07949 0.06389 0.09509</span> -<span class="r-out co"><span class="r-pr">#></span> SD.parent_0 0.19170 -30.36286 30.74626</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k_m1 0.01883 -0.28736 0.32502</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.44300 0.16391 0.72209</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.35320 0.09661 0.60978</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.13707 0.02359 0.25056</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.37478 0.04490 0.70467</span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> [1] "sd(parent_0)" "sd(log_k_m1)"</span> -<span class="r-in"><span><span class="va">f_saem_dfop_sfo_2</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_saem_dfop_sfo</span>,</span></span> -<span class="r-in"><span> no_random_effect <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">"parent_0"</span>, <span class="st">"log_k_m1"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo_2</span><span class="op">)</span></span></span> -<span class="r-in"><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">f_saem_dfop_sfo_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Approximate 95% confidence intervals</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 98.36731429 101.42508066 104.48284703</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01513234 0.01670094 0.01843214</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.20221431 0.27608850 0.36461630</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.06915073 0.09759718 0.13774560</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.01487068 0.01740389 0.02036863</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.37365671 0.48384821 0.59563299</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> sd(f_parent_qlogis) 0.16439770 0.4427585 0.7211193</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k1) 0.08304243 0.3345213 0.5860002</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k2) 0.03146410 0.1490210 0.2665779</span> -<span class="r-out co"><span class="r-pr">#></span> sd(g_qlogis) 0.06216385 0.4023430 0.7425221</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.67696663 0.87777355 1.07858048</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.06363957 0.07878001 0.09392044</span> -<span class="r-in"><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">f_saem_dfop_sfo_2</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> saemix version used for fitting: 3.2 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:34:58 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:34:58 2023 </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 = - ((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> 171 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> Model predictions using solution type analytical </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 9.384 s</span> -<span class="r-out co"><span class="r-pr">#></span> Using 300, 100 iterations and 10 chains</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 function </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for degradation 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> 101.65645 -4.05368 -0.94311 -2.35943 -4.07006 </span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis </span> -<span class="r-out co"><span class="r-pr">#></span> -0.01132 </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> Starting values for random effects (square root of initial entries in omega):</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 g_qlogis</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 6.742 0.0000 0.0000 0.0000 0.0000 0.000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 0.000 0.2236 0.0000 0.0000 0.0000 0.000</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.000 0.0000 0.5572 0.0000 0.0000 0.000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 0.000 0.0000 0.0000 0.8031 0.0000 0.000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 0.000 0.0000 0.0000 0.0000 0.2931 0.000</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.000 0.0000 0.0000 0.0000 0.0000 0.807</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for error model parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 b.1 </span> -<span class="r-out co"><span class="r-pr">#></span> 1 1 </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 computed by importance sampling</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> 807 802.3 -391.5</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_0 101.42508 98.36731 104.48285</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -4.09229 -4.19092 -3.99366</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.96395 -1.37251 -0.55538</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.32691 -2.67147 -1.98235</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -4.05106 -4.20836 -3.89376</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.06463 -0.51656 0.38730</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.87777 0.67697 1.07858</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.07878 0.06364 0.09392</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.44276 0.16440 0.72112</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.33452 0.08304 0.58600</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.14902 0.03146 0.26658</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.40234 0.06216 0.74252</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> parnt_0 lg_k_m1 f_prnt_ log_k1 log_k2 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -0.4693 </span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.2378 0.2595 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 0.1720 -0.1593 -0.0669 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 0.0179 0.0594 0.0035 0.1995 </span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.1073 -0.1060 -0.0322 -0.2299 -0.3168</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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.4428 0.16440 0.7211</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.3345 0.08304 0.5860</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.1490 0.03146 0.2666</span> -<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.4023 0.06216 0.7425</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> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.87777 0.67697 1.07858</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.07878 0.06364 0.09392</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_0 101.4251 98.36731 104.48285</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.0167 0.01513 0.01843</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.2761 0.20221 0.36462</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.0976 0.06915 0.13775</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.0174 0.01487 0.02037</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.4838 0.37366 0.59563</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_m1 0.2761</span> -<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7239</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 DT50_k1 DT50_k2</span> -<span class="r-out co"><span class="r-pr">#></span> parent 15.54 94.33 28.4 7.102 39.83</span> -<span class="r-out co"><span class="r-pr">#></span> m1 41.50 137.87 NA NA NA</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> ds name time observed predicted residual std standardized</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 89.8 1.014e+02 -11.62508 8.0383 -1.44620</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 104.1 1.014e+02 2.67492 8.0383 0.33277</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 88.7 9.650e+01 -7.80311 7.6530 -1.01961</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 95.5 9.650e+01 -1.00311 7.6530 -0.13107</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 81.8 8.753e+01 -5.72638 6.9510 -0.82382</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 94.5 8.753e+01 6.97362 6.9510 1.00326</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 71.5 7.254e+01 -1.04133 5.7818 -0.18010</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 70.3 7.254e+01 -2.24133 5.7818 -0.38765</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 54.2 5.349e+01 0.71029 4.3044 0.16502</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 49.6 5.349e+01 -3.88971 4.3044 -0.90366</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 31.5 3.167e+01 -0.16616 2.6446 -0.06283</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 28.8 3.167e+01 -2.86616 2.6446 -1.08379</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 12.1 1.279e+01 -0.69287 1.3365 -0.51843</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 13.6 1.279e+01 0.80713 1.3365 0.60392</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 6.2 6.397e+00 -0.19718 1.0122 -0.19481</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 8.3 6.397e+00 1.90282 1.0122 1.87996</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.2 3.323e+00 -1.12320 0.9160 -1.22623</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.4 3.323e+00 -0.92320 0.9160 -1.00788</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.3 1.179e+00 -0.87919 0.8827 -0.99605</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.2 1.179e+00 -0.97919 0.8827 -1.10935</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 2.2 3.273e+00 -1.07272 0.9149 -1.17256</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 3.0 3.273e+00 -0.27272 0.9149 -0.29811</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 6.5 6.559e+00 -0.05872 1.0186 -0.05765</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 5.0 6.559e+00 -1.55872 1.0186 -1.53032</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 10.2 1.016e+01 0.03787 1.1880 0.03188</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 9.5 1.016e+01 -0.66213 1.1880 -0.55734</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 12.2 1.268e+01 -0.47913 1.3297 -0.36032</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 13.4 1.268e+01 0.72087 1.3297 0.54211</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 11.8 1.078e+01 1.02493 1.2211 0.83936</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 13.2 1.078e+01 2.42493 1.2211 1.98588</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 6.6 7.705e+00 -1.10464 1.0672 -1.03509</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 9.3 7.705e+00 1.59536 1.0672 1.49491</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 3.5 5.236e+00 -1.73617 0.9699 -1.79010</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 5.4 5.236e+00 0.16383 0.9699 0.16892</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 118.0 1.014e+02 16.57492 8.0383 2.06198</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 99.8 1.014e+02 -1.62508 8.0383 -0.20217</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 90.2 9.599e+01 -5.79045 7.6129 -0.76061</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 94.6 9.599e+01 -1.39045 7.6129 -0.18264</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 96.1 8.652e+01 9.57931 6.8724 1.39388</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 78.4 8.652e+01 -8.12069 6.8724 -1.18164</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.9 7.197e+01 5.93429 5.7370 1.03439</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.7 7.197e+01 5.73429 5.7370 0.99953</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 56.0 5.555e+01 0.44657 4.4637 0.10005</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 54.7 5.555e+01 -0.85343 4.4637 -0.19120</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.6 3.853e+01 -1.93170 3.1599 -0.61132</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.8 3.853e+01 -1.73170 3.1599 -0.54803</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 22.1 2.110e+01 1.00360 1.8795 0.53396</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 24.7 2.110e+01 3.60360 1.8795 1.91728</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 12.4 1.250e+01 -0.09712 1.3190 -0.07363</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 10.8 1.250e+01 -1.69712 1.3190 -1.28667</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 6.8 7.419e+00 -0.61913 1.0546 -0.58709</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 7.9 7.419e+00 0.48087 1.0546 0.45599</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 1 1.3 1.422e+00 -0.12194 0.8849 -0.13781</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 3.7 3.831e+00 -0.13149 0.9282 -0.14166</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 4.7 3.831e+00 0.86851 0.9282 0.93567</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 8.1 7.292e+00 0.80812 1.0490 0.77034</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 7.9 7.292e+00 0.60812 1.0490 0.57969</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.1 1.055e+01 -0.45332 1.2090 -0.37495</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.3 1.055e+01 -0.25332 1.2090 -0.20953</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 10.7 1.230e+01 -1.59960 1.3074 -1.22347</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 12.2 1.230e+01 -0.09960 1.3074 -0.07618</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 10.7 1.065e+01 0.05342 1.2141 0.04400</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 12.5 1.065e+01 1.85342 1.2141 1.52661</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 9.1 8.196e+00 0.90368 1.0897 0.82930</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 7.4 8.196e+00 -0.79632 1.0897 -0.73078</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 6.1 5.997e+00 0.10252 0.9969 0.10284</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 4.5 5.997e+00 -1.49748 0.9969 -1.50220</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.2 1.014e+02 4.77492 8.0383 0.59402</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.9 1.014e+02 5.47492 8.0383 0.68110</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 107.4 9.390e+01 13.49935 7.4494 1.81214</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 96.1 9.390e+01 2.19935 7.4494 0.29524</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 79.4 8.152e+01 -2.12307 6.4821 -0.32753</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 82.6 8.152e+01 1.07693 6.4821 0.16614</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 63.9 6.446e+01 -0.55834 5.1533 -0.10834</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 62.4 6.446e+01 -2.05834 5.1533 -0.39942</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 51.0 4.826e+01 2.74073 3.9019 0.70241</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 47.1 4.826e+01 -1.15927 3.9019 -0.29711</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.1 3.424e+01 1.86399 2.8364 0.65718</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.6 3.424e+01 2.36399 2.8364 0.83346</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 20.1 1.968e+01 0.42172 1.7815 0.23672</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 19.8 1.968e+01 0.12172 1.7815 0.06833</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 11.3 1.195e+01 -0.64633 1.2869 -0.50222</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 10.7 1.195e+01 -1.24633 1.2869 -0.96844</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 8.2 7.255e+00 0.94532 1.0474 0.90251</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 7.3 7.255e+00 0.04532 1.0474 0.04327</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 0 0.8 2.956e-11 0.80000 0.8778 0.91140</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 1.8 1.758e+00 0.04187 0.8886 0.04712</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 2.3 1.758e+00 0.54187 0.8886 0.60978</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.2 4.567e+00 -0.36697 0.9486 -0.38683</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.1 4.567e+00 -0.46697 0.9486 -0.49224</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 6.8 8.151e+00 -1.35124 1.0876 -1.24242</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 10.1 8.151e+00 1.94876 1.0876 1.79182</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 11.4 1.083e+01 0.57098 1.2240 0.46647</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 12.8 1.083e+01 1.97098 1.2240 1.61022</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 11.5 1.147e+01 0.03175 1.2597 0.02520</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 10.6 1.147e+01 -0.86825 1.2597 -0.68928</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 7.5 9.298e+00 -1.79834 1.1433 -1.57298</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 8.6 9.298e+00 -0.69834 1.1433 -0.61083</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 7.3 7.038e+00 0.26249 1.0382 0.25283</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 8.1 7.038e+00 1.06249 1.0382 1.02340</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 5.3 5.116e+00 0.18417 0.9659 0.19068</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 3.8 5.116e+00 -1.31583 0.9659 -1.36232</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 104.7 1.014e+02 3.27492 8.0383 0.40741</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 88.3 1.014e+02 -13.12508 8.0383 -1.63281</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.2 9.781e+01 -3.61183 7.7555 -0.46572</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.6 9.781e+01 -3.21183 7.7555 -0.41414</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 78.1 9.110e+01 -13.00467 7.2307 -1.79853</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 96.5 9.110e+01 5.39533 7.2307 0.74617</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 76.2 7.951e+01 -3.30511 6.3246 -0.52258</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 77.8 7.951e+01 -1.70511 6.3246 -0.26960</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 70.8 6.376e+01 7.03783 5.0993 1.38016</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 67.3 6.376e+01 3.53783 5.0993 0.69379</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 43.1 4.340e+01 -0.30456 3.5303 -0.08627</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 45.1 4.340e+01 1.69544 3.5303 0.48026</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 21.3 2.142e+01 -0.12077 1.9022 -0.06349</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 23.5 2.142e+01 2.07923 1.9022 1.09308</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 11.8 1.207e+01 -0.26813 1.2940 -0.20721</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 12.1 1.207e+01 0.03187 1.2940 0.02463</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 7.0 6.954e+00 0.04554 1.0347 0.04402</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 6.2 6.954e+00 -0.75446 1.0347 -0.72914</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 0 1.6 1.990e-13 1.60000 0.8778 1.82279</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 1 0.9 7.305e-01 0.16949 0.8797 0.19267</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 3.7 2.051e+00 1.64896 0.8925 1.84753</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 2.0 2.051e+00 -0.05104 0.8925 -0.05719</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.6 4.204e+00 -0.60375 0.9382 -0.64354</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.8 4.204e+00 -0.40375 0.9382 -0.43036</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 7.1 6.760e+00 0.34021 1.0267 0.33137</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 6.6 6.760e+00 -0.15979 1.0267 -0.15563</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.5 9.011e+00 0.48856 1.1289 0.43277</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.3 9.011e+00 0.28856 1.1289 0.25561</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 8.3 8.611e+00 -0.31077 1.1093 -0.28014</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 9.0 8.611e+00 0.38923 1.1093 0.35086</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 6.6 6.678e+00 -0.07753 1.0233 -0.07576</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 7.7 6.678e+00 1.02247 1.0233 0.99915</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.7 4.847e+00 -1.14679 0.9572 -1.19804</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.5 4.847e+00 -1.34679 0.9572 -1.40698</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 110.4 1.014e+02 8.97492 8.0383 1.11651</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 112.1 1.014e+02 10.67492 8.0383 1.32800</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 93.5 9.466e+01 -1.16118 7.5089 -0.15464</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 91.0 9.466e+01 -3.66118 7.5089 -0.48758</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 71.0 8.302e+01 -12.01844 6.5988 -1.82130</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 89.7 8.302e+01 6.68156 6.5988 1.01254</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 60.4 6.563e+01 -5.22574 5.2440 -0.99652</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 59.1 6.563e+01 -6.52574 5.2440 -1.24442</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 56.5 4.727e+01 9.22621 3.8263 2.41128</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 47.0 4.727e+01 -0.27379 3.8263 -0.07156</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 30.2 3.103e+01 -0.83405 2.5977 -0.32108</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 23.9 3.103e+01 -7.13405 2.5977 -2.74634</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 17.0 1.800e+01 -0.99696 1.6675 -0.59787</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 18.7 1.800e+01 0.70304 1.6675 0.42161</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.3 1.167e+01 -0.36809 1.2710 -0.28961</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.9 1.167e+01 0.23191 1.2710 0.18246</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 9.0 7.595e+00 1.40496 1.0623 1.32256</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 8.1 7.595e+00 0.50496 1.0623 0.47535</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 0 0.7 0.000e+00 0.70000 0.8778 0.79747</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 3.0 3.158e+00 -0.15799 0.9123 -0.17317</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 2.6 3.158e+00 -0.55799 0.9123 -0.61160</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 5.1 8.443e+00 -3.34286 1.1013 -3.03535</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 7.5 8.443e+00 -0.94286 1.1013 -0.85613</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 16.5 1.580e+01 0.69781 1.5232 0.45811</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 19.0 1.580e+01 3.19781 1.5232 2.09935</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 22.9 2.216e+01 0.73604 1.9543 0.37663</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 23.2 2.216e+01 1.03604 1.9543 0.53014</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 22.2 2.423e+01 -2.03128 2.1011 -0.96678</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 24.4 2.423e+01 0.16872 2.1011 0.08030</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 15.5 1.876e+01 -3.25610 1.7187 -1.89455</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 19.8 1.876e+01 1.04390 1.7187 0.60739</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.9 1.366e+01 1.23585 1.3890 0.88976</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.2 1.366e+01 0.53585 1.3890 0.38579</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.9 9.761e+00 1.13911 1.1670 0.97613</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.4 9.761e+00 0.63911 1.1670 0.54767</span> -<span class="r-in"><span><span class="co"># Add a correlation between random effects of g and k2</span></span></span> -<span class="r-in"><span><span class="va">cov_model_3</span> <span class="op"><-</span> <span class="va">f_saem_dfop_sfo_2</span><span class="op">$</span><span class="va">so</span><span class="op">@</span><span class="va">model</span><span class="op">@</span><span class="va">covariance.model</span></span></span> -<span class="r-in"><span><span class="va">cov_model_3</span><span class="op">[</span><span class="st">"log_k2"</span>, <span class="st">"g_qlogis"</span><span class="op">]</span> <span class="op"><-</span> <span class="fl">1</span></span></span> -<span class="r-in"><span><span class="va">cov_model_3</span><span class="op">[</span><span class="st">"g_qlogis"</span>, <span class="st">"log_k2"</span><span class="op">]</span> <span class="op"><-</span> <span class="fl">1</span></span></span> -<span class="r-in"><span><span class="va">f_saem_dfop_sfo_3</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_saem_dfop_sfo</span>,</span></span> -<span class="r-in"><span> covariance.model <span class="op">=</span> <span class="va">cov_model_3</span><span class="op">)</span></span></span> -<span class="r-in"><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">f_saem_dfop_sfo_3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Approximate 95% confidence intervals</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 98.39888363 101.48951337 104.58014311</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01508704 0.01665986 0.01839665</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.20141557 0.27540583 0.36418131</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.07708759 0.10430866 0.14114200</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.01476621 0.01786384 0.02161129</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.33679867 0.45083525 0.57028162</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> sd(f_parent_qlogis) 0.38085375 0.4441841 0.5075145</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k1) 0.04774819 0.2660384 0.4843286</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k2) -0.63842736 0.1977024 1.0338321</span> -<span class="r-out co"><span class="r-pr">#></span> sd(g_qlogis) 0.22711289 0.4502227 0.6733326</span> -<span class="r-out co"><span class="r-pr">#></span> corr(log_k2,g_qlogis) -0.83271473 -0.6176939 -0.4026730</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> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.67347568 0.87437392 1.07527216</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.06393032 0.07912417 0.09431802</span> -<span class="r-in"><span><span class="co"># The correlation does not improve the fit judged by AIC and BIC, although</span></span></span> -<span class="r-in"><span><span class="co"># the likelihood is higher with the additional parameter</span></span></span> -<span class="r-in"><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_saem_dfop_sfo</span>, <span class="va">f_saem_dfop_sfo_2</span>, <span class="va">f_saem_dfop_sfo_3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Data: 171 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> npar AIC BIC Lik</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo_2 12 806.96 802.27 -391.48</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo_3 13 807.99 802.91 -391.00</span> -<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo 14 810.83 805.36 -391.42</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/summary_listing.html b/docs/dev/reference/summary_listing.html deleted file mode 100644 index e584416a..00000000 --- a/docs/dev/reference/summary_listing.html +++ /dev/null @@ -1,164 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Display the output of a summary function according to the output format — summary_listing • 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="Display the output of a summary function according to the output format — summary_listing"><meta property="og:description" content='This function is intended for use in a R markdown code chunk with the chunk -option results = "asis".'><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Display the output of a summary function according to the output format</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/summary_listing.R" class="external-link"><code>R/summary_listing.R</code></a></small> - <div class="hidden name"><code>summary_listing.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function is intended for use in a R markdown code chunk with the chunk -option <code>results = "asis"</code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">summary_listing</span><span class="op">(</span><span class="va">object</span>, caption <span class="op">=</span> <span class="cn">NULL</span>, label <span class="op">=</span> <span class="cn">NULL</span>, clearpage <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">tex_listing</span><span class="op">(</span><span class="va">object</span>, caption <span class="op">=</span> <span class="cn">NULL</span>, label <span class="op">=</span> <span class="cn">NULL</span>, clearpage <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> -<span></span> -<span><span class="fu">html_listing</span><span class="op">(</span><span class="va">object</span>, caption <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The object for which the summary is to be listed</p></dd> - - -<dt>caption</dt> -<dd><p>An optional caption</p></dd> - - -<dt>label</dt> -<dd><p>An optional label, ignored in html output</p></dd> - - -<dt>clearpage</dt> -<dd><p>Should a new page be started after the listing? Ignored in html output</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/synthetic_data_for_UBA_2014-1.png b/docs/dev/reference/synthetic_data_for_UBA_2014-1.png Binary files differdeleted file mode 100644 index 11eae1f9..00000000 --- a/docs/dev/reference/synthetic_data_for_UBA_2014-1.png +++ /dev/null diff --git a/docs/dev/reference/synthetic_data_for_UBA_2014.html b/docs/dev/reference/synthetic_data_for_UBA_2014.html deleted file mode 100644 index b8154c47..00000000 --- a/docs/dev/reference/synthetic_data_for_UBA_2014.html +++ /dev/null @@ -1,446 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Synthetic datasets for one parent compound with two metabolites — synthetic_data_for_UBA_2014 • 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="Synthetic datasets for one parent compound with two metabolites — synthetic_data_for_UBA_2014"><meta property="og:description" content="The 12 datasets were generated using four different models and three different - variance components. The four models are either the SFO or the DFOP model with either - two sequential or two parallel metabolites. -Variance component 'a' is based on a normal distribution with standard deviation of 3, - Variance component 'b' is also based on a normal distribution, but with a standard deviation of 7. - Variance component 'c' is based on the error model from Rocke and Lorenzato (1995), with the - minimum standard deviation (for small y values) of 0.5, and a proportionality constant of 0.07 - for the increase of the standard deviation with y. Note that this is a simplified version - of the error model proposed by Rocke and Lorenzato (1995), as in their model the error of the - measured values approximates lognormal distribution for high values, whereas we are using - normally distributed error components all along. -Initial concentrations for metabolites and all values where adding the variance component resulted - in a value below the assumed limit of detection of 0.1 were set to NA. -As an example, the first dataset has the title SFO_lin_a and is based on the SFO model - with two sequential metabolites (linear pathway), with added variance component 'a'. -Compare also the code in the example section to see the degradation models."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Synthetic datasets for one parent compound with two metabolites</h1> - - <div class="hidden name"><code>synthetic_data_for_UBA_2014.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The 12 datasets were generated using four different models and three different - variance components. The four models are either the SFO or the DFOP model with either - two sequential or two parallel metabolites.</p> -<p>Variance component 'a' is based on a normal distribution with standard deviation of 3, - Variance component 'b' is also based on a normal distribution, but with a standard deviation of 7. - Variance component 'c' is based on the error model from Rocke and Lorenzato (1995), with the - minimum standard deviation (for small y values) of 0.5, and a proportionality constant of 0.07 - for the increase of the standard deviation with y. Note that this is a simplified version - of the error model proposed by Rocke and Lorenzato (1995), as in their model the error of the - measured values approximates lognormal distribution for high values, whereas we are using - normally distributed error components all along.</p> -<p>Initial concentrations for metabolites and all values where adding the variance component resulted - in a value below the assumed limit of detection of 0.1 were set to <code>NA</code>.</p> -<p>As an example, the first dataset has the title <code>SFO_lin_a</code> and is based on the SFO model - with two sequential metabolites (linear pathway), with added variance component 'a'.</p> -<p>Compare also the code in the example section to see the degradation models.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">synthetic_data_for_UBA_2014</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A list containing twelve datasets as an R6 class defined by <code><a href="mkinds.html">mkinds</a></code>, - each containing, among others, the following components</p><dl><dt><code>title</code></dt> -<dd><p>The name of the dataset, e.g. <code>SFO_lin_a</code></p></dd> - - <dt><code>data</code></dt> -<dd><p>A data frame with the data in the form expected by <code><a href="mkinfit.html">mkinfit</a></code></p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</h2> - <p>Ranke (2014) Prüfung und Validierung von Modellierungssoftware als Alternative - zu ModelMaker 4.0, Umweltbundesamt Projektnummer 27452</p> -<p>Rocke, David M. und Lorenzato, Stefan (1995) A two-component model for - measurement error in analytical chemistry. Technometrics 37(2), 176-184.</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># The data have been generated using the following kinetic models</span></span></span> -<span class="r-in"><span><span class="va">m_synth_SFO_lin</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">m_synth_SFO_par</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"SFO"</span>, to <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">m_synth_DFOP_lin</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"DFOP"</span>, to <span class="op">=</span> <span class="st">"M1"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">m_synth_DFOP_par</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="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>type <span class="op">=</span> <span class="st">"DFOP"</span>, to <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">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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>type <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="co"># The model predictions without intentional error were generated as follows</span></span></span> -<span class="r-in"><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></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">d_synth_SFO_lin</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_synth_SFO_lin</span>,</span></span> -<span class="r-in"><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">0.7</span>, f_parent_to_M1 <span class="op">=</span> <span class="fl">0.8</span>,</span></span> -<span class="r-in"><span> k_M1 <span class="op">=</span> <span class="fl">0.3</span>, f_M1_to_M2 <span class="op">=</span> <span class="fl">0.7</span>,</span></span> -<span class="r-in"><span> k_M2 <span class="op">=</span> <span class="fl">0.02</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">d_synth_DFOP_lin</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_synth_DFOP_lin</span>,</span></span> -<span class="r-in"><span> <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="fl">0.2</span>, k2 <span class="op">=</span> <span class="fl">0.02</span>, g <span class="op">=</span> <span class="fl">0.5</span>,</span></span> -<span class="r-in"><span> f_parent_to_M1 <span class="op">=</span> <span class="fl">0.5</span>, k_M1 <span class="op">=</span> <span class="fl">0.3</span>,</span></span> -<span class="r-in"><span> f_M1_to_M2 <span class="op">=</span> <span class="fl">0.7</span>, k_M2 <span class="op">=</span> <span class="fl">0.02</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">d_synth_SFO_par</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_synth_SFO_par</span>,</span></span> -<span class="r-in"><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">0.2</span>,</span></span> -<span class="r-in"><span> f_parent_to_M1 <span class="op">=</span> <span class="fl">0.8</span>, k_M1 <span class="op">=</span> <span class="fl">0.01</span>,</span></span> -<span class="r-in"><span> f_parent_to_M2 <span class="op">=</span> <span class="fl">0.2</span>, k_M2 <span class="op">=</span> <span class="fl">0.02</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">d_synth_DFOP_par</span> <span class="op"><-</span> <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">m_synth_DFOP_par</span>,</span></span> -<span class="r-in"><span> <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="fl">0.3</span>, k2 <span class="op">=</span> <span class="fl">0.02</span>, g <span class="op">=</span> <span class="fl">0.7</span>,</span></span> -<span class="r-in"><span> f_parent_to_M1 <span class="op">=</span> <span class="fl">0.6</span>, k_M1 <span class="op">=</span> <span class="fl">0.04</span>,</span></span> -<span class="r-in"><span> f_parent_to_M2 <span class="op">=</span> <span class="fl">0.4</span>, k_M2 <span class="op">=</span> <span class="fl">0.01</span><span class="op">)</span>,</span></span> -<span class="r-in"><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></span> -<span class="r-in"><span> <span class="va">sampling_times</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Construct names for datasets with errors</span></span></span> -<span class="r-in"><span><span class="va">d_synth_names</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">"d_synth_"</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_lin"</span>, <span class="st">"SFO_par"</span>,</span></span> -<span class="r-in"><span> <span class="st">"DFOP_lin"</span>, <span class="st">"DFOP_par"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Original function used or adding errors. The add_err function now published</span></span></span> -<span class="r-in"><span><span class="co"># with this package is a slightly generalised version where the names of</span></span></span> -<span class="r-in"><span><span class="co"># secondary compartments that should have an initial value of zero (M1 and M2</span></span></span> -<span class="r-in"><span><span class="co"># in this case) are not hardcoded any more.</span></span></span> -<span class="r-in"><span><span class="co"># add_err = function(d, sdfunc, LOD = 0.1, reps = 2, seed = 123456789)</span></span></span> -<span class="r-in"><span><span class="co"># {</span></span></span> -<span class="r-in"><span><span class="co"># set.seed(seed)</span></span></span> -<span class="r-in"><span><span class="co"># d_long = mkin_wide_to_long(d, time = "time")</span></span></span> -<span class="r-in"><span><span class="co"># d_rep = data.frame(lapply(d_long, rep, each = 2))</span></span></span> -<span class="r-in"><span><span class="co"># d_rep$value = rnorm(length(d_rep$value), d_rep$value, sdfunc(d_rep$value))</span></span></span> -<span class="r-in"><span><span class="co">#</span></span></span> -<span class="r-in"><span><span class="co"># d_rep[d_rep$time == 0 & d_rep$name %in% c("M1", "M2"), "value"] <- 0</span></span></span> -<span class="r-in"><span><span class="co"># d_NA <- transform(d_rep, value = ifelse(value < LOD, NA, value))</span></span></span> -<span class="r-in"><span><span class="co"># d_NA$value <- round(d_NA$value, 1)</span></span></span> -<span class="r-in"><span><span class="co"># return(d_NA)</span></span></span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># The following is the simplified version of the two-component model of Rocke</span></span></span> -<span class="r-in"><span><span class="co"># and Lorenzato (1995)</span></span></span> -<span class="r-in"><span><span class="va">sdfunc_twocomp</span> <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span>, <span class="va">sd_low</span>, <span class="va">rsd_high</span><span class="op">)</span> <span class="op">{</span></span></span> -<span class="r-in"><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">sd_low</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">rsd_high</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># Add the errors.</span></span></span> -<span class="r-in"><span><span class="kw">for</span> <span class="op">(</span><span class="va">d_synth_name</span> <span class="kw">in</span> <span class="va">d_synth_names</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">{</span></span></span> -<span class="r-in"><span> <span class="va">d_synth</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/get.html" class="external-link">get</a></span><span class="op">(</span><span class="va">d_synth_name</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/assign.html" class="external-link">assign</a></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="va">d_synth_name</span>, <span class="st">"_a"</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_synth</span>, <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fl">3</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/assign.html" class="external-link">assign</a></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="va">d_synth_name</span>, <span class="st">"_b"</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_synth</span>, <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fl">7</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/assign.html" class="external-link">assign</a></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="va">d_synth_name</span>, <span class="st">"_c"</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_synth</span>,</span></span> -<span class="r-in"><span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu">sdfunc_twocomp</span><span class="op">(</span><span class="va">value</span>, <span class="fl">0.5</span>, <span class="fl">0.07</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="op">}</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">d_synth_err_names</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> -<span class="r-in"><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="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="va">d_synth_names</span>, each <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">letters</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">3</span><span class="op">]</span>, sep <span class="op">=</span> <span class="st">"_"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="op">)</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># This is just one example of an evaluation using the kinetic model used for</span></span></span> -<span class="r-in"><span><span class="co"># the generation of the data</span></span></span> -<span class="r-in"><span> <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="va">m_synth_SFO_lin</span>, <span class="va">synthetic_data_for_UBA_2014</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">data</span>,</span></span> -<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="synthetic_data_for_UBA_2014-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for fitting: 1.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Sun Apr 16 08:35:08 2023 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Sun Apr 16 08:35:08 2023 </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 = - 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-out co"><span class="r-pr">#></span> d_M2/dt = + f_M1_to_M2 * k_M1 * M1 - k_M2 * M2</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Model predictions using solution type deSolve </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted using 833 model solutions performed in 0.166 s</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model: Constant variance </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Error model algorithm: OLS </span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for parameters to be optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 101.3500 state</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.1000 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> k_M1 0.1001 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> k_M2 0.1002 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.5000 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M2 0.5000 deparm</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Starting values for the transformed parameters actually optimised:</span> -<span class="r-out co"><span class="r-pr">#></span> value lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 101.350000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -2.302585 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M1 -2.301586 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M2 -2.300587 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.000000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_qlogis 0.000000 -Inf Inf</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fixed parameter values:</span> -<span class="r-out co"><span class="r-pr">#></span> value type</span> -<span class="r-out co"><span class="r-pr">#></span> M1_0 0 state</span> -<span class="r-out co"><span class="r-pr">#></span> M2_0 0 state</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> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 188.7274 200.3723 -87.36368</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Optimised, transformed parameters with symmetric confidence intervals:</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 102.1000 1.57000 98.8600 105.3000</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -0.3020 0.03885 -0.3812 -0.2229</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M1 -1.2070 0.07123 -1.3520 -1.0620</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M2 -3.9010 0.06571 -4.0350 -3.7670</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 1.2010 0.23530 0.7216 1.6800</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_qlogis 0.9589 0.24890 0.4520 1.4660</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.2730 0.25740 1.7490 2.7970</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Parameter correlation:</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent log_k_M1 log_k_M2 f_parent_qlogis</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.000e+00 3.933e-01 -1.605e-01 2.819e-02 -4.624e-01</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent 3.933e-01 1.000e+00 -4.082e-01 7.166e-02 -5.682e-01</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M1 -1.605e-01 -4.082e-01 1.000e+00 -3.929e-01 7.478e-01</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M2 2.819e-02 7.166e-02 -3.929e-01 1.000e+00 -2.658e-01</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -4.624e-01 -5.682e-01 7.478e-01 -2.658e-01 1.000e+00</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_qlogis 1.614e-01 4.102e-01 -8.109e-01 5.419e-01 -8.605e-01</span> -<span class="r-out co"><span class="r-pr">#></span> sigma -2.900e-08 -8.030e-09 -2.741e-08 3.938e-08 -2.681e-08</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_qlogis sigma</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 1.614e-01 -2.900e-08</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent 4.102e-01 -8.030e-09</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M1 -8.109e-01 -2.741e-08</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_M2 5.419e-01 3.938e-08</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -8.605e-01 -2.681e-08</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_qlogis 1.000e+00 4.971e-08</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 4.971e-08 1.000e+00</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> Confidence intervals for internally transformed parameters are asymmetric.</span> -<span class="r-out co"><span class="r-pr">#></span> t-test (unrealistically) based on the assumption of normal distribution</span> -<span class="r-out co"><span class="r-pr">#></span> for estimators of untransformed parameters.</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 102.10000 65.000 7.281e-36 98.86000 105.30000</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.73930 25.740 2.948e-23 0.68310 0.80020</span> -<span class="r-out co"><span class="r-pr">#></span> k_M1 0.29920 14.040 1.577e-15 0.25880 0.34590</span> -<span class="r-out co"><span class="r-pr">#></span> k_M2 0.02023 15.220 1.653e-16 0.01769 0.02312</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.76870 18.370 7.295e-19 0.67300 0.84290</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M2 0.72290 14.500 6.418e-16 0.61110 0.81240</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 2.27300 8.832 2.161e-10 1.74900 2.79700</span> -<span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> FOCUS Chi2 error levels in percent:</span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 8.454 6 17</span> -<span class="r-out co"><span class="r-pr">#></span> parent 8.660 2 6</span> -<span class="r-out co"><span class="r-pr">#></span> M1 10.583 2 5</span> -<span class="r-out co"><span class="r-pr">#></span> M2 3.586 2 6</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_M1 0.7687</span> -<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.2313</span> -<span class="r-out co"><span class="r-pr">#></span> M1_M2 0.7229</span> -<span class="r-out co"><span class="r-pr">#></span> M1_sink 0.2771</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</span> -<span class="r-out co"><span class="r-pr">#></span> parent 0.9376 3.114</span> -<span class="r-out co"><span class="r-pr">#></span> M1 2.3170 7.697</span> -<span class="r-out co"><span class="r-pr">#></span> M2 34.2689 113.839</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> time variable observed predicted residual</span> -<span class="r-out co"><span class="r-pr">#></span> 0 parent 101.5 1.021e+02 -0.56248</span> -<span class="r-out co"><span class="r-pr">#></span> 0 parent 101.2 1.021e+02 -0.86248</span> -<span class="r-out co"><span class="r-pr">#></span> 1 parent 53.9 4.873e+01 5.17118</span> -<span class="r-out co"><span class="r-pr">#></span> 1 parent 47.5 4.873e+01 -1.22882</span> -<span class="r-out co"><span class="r-pr">#></span> 3 parent 10.4 1.111e+01 -0.70773</span> -<span class="r-out co"><span class="r-pr">#></span> 3 parent 7.6 1.111e+01 -3.50773</span> -<span class="r-out co"><span class="r-pr">#></span> 7 parent 1.1 5.772e-01 0.52283</span> -<span class="r-out co"><span class="r-pr">#></span> 7 parent 0.3 5.772e-01 -0.27717</span> -<span class="r-out co"><span class="r-pr">#></span> 14 parent 3.5 3.264e-03 3.49674</span> -<span class="r-out co"><span class="r-pr">#></span> 28 parent 3.2 1.045e-07 3.20000</span> -<span class="r-out co"><span class="r-pr">#></span> 90 parent 0.6 9.530e-10 0.60000</span> -<span class="r-out co"><span class="r-pr">#></span> 120 parent 3.5 -5.940e-10 3.50000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 M1 36.4 3.479e+01 1.61088</span> -<span class="r-out co"><span class="r-pr">#></span> 1 M1 37.4 3.479e+01 2.61088</span> -<span class="r-out co"><span class="r-pr">#></span> 3 M1 34.3 3.937e+01 -5.07027</span> -<span class="r-out co"><span class="r-pr">#></span> 3 M1 39.8 3.937e+01 0.42973</span> -<span class="r-out co"><span class="r-pr">#></span> 7 M1 15.1 1.549e+01 -0.38715</span> -<span class="r-out co"><span class="r-pr">#></span> 7 M1 17.8 1.549e+01 2.31285</span> -<span class="r-out co"><span class="r-pr">#></span> 14 M1 5.8 1.995e+00 3.80469</span> -<span class="r-out co"><span class="r-pr">#></span> 14 M1 1.2 1.995e+00 -0.79531</span> -<span class="r-out co"><span class="r-pr">#></span> 60 M1 0.5 2.111e-06 0.50000</span> -<span class="r-out co"><span class="r-pr">#></span> 90 M1 3.2 -9.670e-10 3.20000</span> -<span class="r-out co"><span class="r-pr">#></span> 120 M1 1.5 7.670e-10 1.50000</span> -<span class="r-out co"><span class="r-pr">#></span> 120 M1 0.6 7.670e-10 0.60000</span> -<span class="r-out co"><span class="r-pr">#></span> 1 M2 4.8 4.455e+00 0.34517</span> -<span class="r-out co"><span class="r-pr">#></span> 3 M2 20.9 2.153e+01 -0.62527</span> -<span class="r-out co"><span class="r-pr">#></span> 3 M2 19.3 2.153e+01 -2.22527</span> -<span class="r-out co"><span class="r-pr">#></span> 7 M2 42.0 4.192e+01 0.07941</span> -<span class="r-out co"><span class="r-pr">#></span> 7 M2 43.1 4.192e+01 1.17941</span> -<span class="r-out co"><span class="r-pr">#></span> 14 M2 49.4 4.557e+01 3.83353</span> -<span class="r-out co"><span class="r-pr">#></span> 14 M2 44.3 4.557e+01 -1.26647</span> -<span class="r-out co"><span class="r-pr">#></span> 28 M2 34.6 3.547e+01 -0.87275</span> -<span class="r-out co"><span class="r-pr">#></span> 28 M2 33.0 3.547e+01 -2.47275</span> -<span class="r-out co"><span class="r-pr">#></span> 60 M2 18.8 1.858e+01 0.21837</span> -<span class="r-out co"><span class="r-pr">#></span> 60 M2 17.6 1.858e+01 -0.98163</span> -<span class="r-out co"><span class="r-pr">#></span> 90 M2 10.6 1.013e+01 0.47130</span> -<span class="r-out co"><span class="r-pr">#></span> 90 M2 10.8 1.013e+01 0.67130</span> -<span class="r-out co"><span class="r-pr">#></span> 120 M2 9.8 5.521e+00 4.27893</span> -<span class="r-out co"><span class="r-pr">#></span> 120 M2 3.3 5.521e+00 -2.22107</span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/test_data_from_UBA_2014-1.png b/docs/dev/reference/test_data_from_UBA_2014-1.png Binary files differdeleted file mode 100644 index a007a102..00000000 --- a/docs/dev/reference/test_data_from_UBA_2014-1.png +++ /dev/null diff --git a/docs/dev/reference/test_data_from_UBA_2014-2.png b/docs/dev/reference/test_data_from_UBA_2014-2.png Binary files differdeleted file mode 100644 index f460ac83..00000000 --- a/docs/dev/reference/test_data_from_UBA_2014-2.png +++ /dev/null diff --git a/docs/dev/reference/test_data_from_UBA_2014.html b/docs/dev/reference/test_data_from_UBA_2014.html deleted file mode 100644 index 8b0194f6..00000000 --- a/docs/dev/reference/test_data_from_UBA_2014.html +++ /dev/null @@ -1,236 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Three experimental datasets from two water sediment systems and one soil — test_data_from_UBA_2014 • 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="Three experimental datasets from two water sediment systems and one soil — test_data_from_UBA_2014"><meta property="og:description" content="The datasets were used for the comparative validation of several kinetic evaluation - software packages (Ranke, 2014)."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Three experimental datasets from two water sediment systems and one soil</h1> - - <div class="hidden name"><code>test_data_from_UBA_2014.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The datasets were used for the comparative validation of several kinetic evaluation - software packages (Ranke, 2014).</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">test_data_from_UBA_2014</span></span></code></pre></div> - </div> - - <div id="format"> - <h2>Format</h2> - <p>A list containing three datasets as an R6 class defined by <code><a href="mkinds.html">mkinds</a></code>. - Each dataset has, among others, the following components</p><dl><dt><code>title</code></dt> -<dd><p>The name of the dataset, e.g. <code>UBA_2014_WS_river</code></p></dd> - - <dt><code>data</code></dt> -<dd><p>A data frame with the data in the form expected by <code><a href="mkinfit.html">mkinfit</a></code></p></dd> - - -</dl></div> - <div id="source"> - <h2>Source</h2> - <p>Ranke (2014) Prüfung und Validierung von Modellierungssoftware als Alternative - zu ModelMaker 4.0, Umweltbundesamt Projektnummer 27452</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span> <span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span> <span class="co"># This is a level P-II evaluation of the dataset according to the FOCUS kinetics</span></span></span> -<span class="r-in"><span> <span class="co"># guidance. Due to the strong correlation of the parameter estimates, the</span></span></span> -<span class="r-in"><span> <span class="co"># covariance matrix is not returned. Note that level P-II evaluations are</span></span></span> -<span class="r-in"><span> <span class="co"># generally considered deprecated due to the frequent occurrence of such</span></span></span> -<span class="r-in"><span> <span class="co"># large parameter correlations, among other reasons (e.g. the adequacy of the</span></span></span> -<span class="r-in"><span> <span class="co"># model).</span></span></span> -<span class="r-in"><span> <span class="va">m_ws</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent_w <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">"parent_s"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> parent_s <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">"parent_w"</span><span class="op">)</span><span class="op">)</span></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> <span class="va">f_river</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_ws</span>, <span class="va">test_data_from_UBA_2014</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">data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_river</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="test_data_from_UBA_2014-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span></span></span> -<span class="r-in"><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">f_river</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Could not calculate correlation; no covariance matrix</span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_w_0 95.91998118 NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_w 0.41145375 NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_s 0.04663944 NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_w_to_parent_s 0.12467894 NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_s_to_parent_w 0.50000000 NA NA NA NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.13612618 NA NA NA NA NA</span> -<span class="r-in"><span> <span class="fu"><a href="mkinerrmin.html">mkinerrmin</a></span><span class="op">(</span><span class="va">f_river</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 0.1090929 5 6</span> -<span class="r-out co"><span class="r-pr">#></span> parent_w 0.0817436 3 3</span> -<span class="r-out co"><span class="r-pr">#></span> parent_s 0.1619965 2 3</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span> <span class="co"># This is the evaluation used for the validation of software packages</span></span></span> -<span class="r-in"><span> <span class="co"># in the expertise from 2014</span></span></span> -<span class="r-in"><span> <span class="va">m_soil</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="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> -<span class="r-in"><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="st">"M3"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M2 <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">"M3"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> M3 <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> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></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></span></span> -<span class="r-in"><span> <span class="va">f_soil</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_soil</span>, <span class="va">test_data_from_UBA_2014</span><span class="op">[[</span><span class="fl">3</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></span> -<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span> -<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_soil</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">"topright"</span>, <span class="st">"topright"</span>, <span class="st">"bottomright"</span><span class="op">)</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="test_data_from_UBA_2014-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><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">f_soil</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 76.55425650 0.859186399 89.1008710 1.113861e-26 74.755959418</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.12081956 0.004601918 26.2541722 1.077359e-16 0.111561575</span> -<span class="r-out co"><span class="r-pr">#></span> k_M1 0.84258615 0.806160102 1.0451846 1.545268e-01 0.113779609</span> -<span class="r-out co"><span class="r-pr">#></span> k_M2 0.04210880 0.017083034 2.4649483 1.170188e-02 0.018013857</span> -<span class="r-out co"><span class="r-pr">#></span> k_M3 0.01122918 0.007245856 1.5497385 6.885052e-02 0.002909431</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.32240200 0.240783943 1.3389680 9.819076e-02 NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 0.16099855 0.033691952 4.7785464 6.531136e-05 NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M3 0.27921507 0.269423780 1.0363416 1.565267e-01 0.022978205</span> -<span class="r-out co"><span class="r-pr">#></span> f_M2_to_M3 0.55641252 0.595119966 0.9349586 1.807707e-01 0.008002509</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.14005399 0.149696423 7.6157731 1.727024e-07 0.826735778</span> -<span class="r-out co"><span class="r-pr">#></span> Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 78.35255358</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.13084582</span> -<span class="r-out co"><span class="r-pr">#></span> k_M1 6.23970702</span> -<span class="r-out co"><span class="r-pr">#></span> k_M2 0.09843260</span> -<span class="r-out co"><span class="r-pr">#></span> k_M3 0.04333992</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 NA</span> -<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M3 0.86450775</span> -<span class="r-out co"><span class="r-pr">#></span> f_M2_to_M3 0.99489895</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 1.45337221</span> -<span class="r-in"><span> <span class="fu"><a href="mkinerrmin.html">mkinerrmin</a></span><span class="op">(</span><span class="va">f_soil</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span> -<span class="r-out co"><span class="r-pr">#></span> All data 0.09649963 9 20</span> -<span class="r-out co"><span class="r-pr">#></span> parent 0.04721283 2 6</span> -<span class="r-out co"><span class="r-pr">#></span> M1 0.26551208 2 5</span> -<span class="r-out co"><span class="r-pr">#></span> M2 0.20327575 2 5</span> -<span class="r-out co"><span class="r-pr">#></span> M3 0.05196550 3 4</span> -<span class="r-in"><span> <span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/tex_listing.html b/docs/dev/reference/tex_listing.html deleted file mode 100644 index 03bd83f2..00000000 --- a/docs/dev/reference/tex_listing.html +++ /dev/null @@ -1,143 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Wrap the output of a summary function in tex listing environment — tex_listing • 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="Wrap the output of a summary function in tex listing environment — tex_listing"><meta property="og:description" content='This function can be used in a R markdown code chunk with the chunk -option results = "asis".'><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.2</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Example evaluations of dimethenamid data from 2018 with nonlinear mixed-effects models</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Wrap the output of a summary function in tex listing environment</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/tex_listing.R" class="external-link"><code>R/tex_listing.R</code></a></small> - <div class="hidden name"><code>tex_listing.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function can be used in a R markdown code chunk with the chunk -option <code>results = "asis"</code>.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">tex_listing</span><span class="op">(</span><span class="va">object</span>, caption <span class="op">=</span> <span class="cn">NULL</span>, label <span class="op">=</span> <span class="cn">NULL</span>, clearpage <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>The object for which the summary is to be listed</p></dd> - - -<dt>caption</dt> -<dd><p>An optional caption</p></dd> - - -<dt>label</dt> -<dd><p>An optional label</p></dd> - - -<dt>clearpage</dt> -<dd><p>Should a new page be started after the listing?</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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.6.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/tffm0.html b/docs/dev/reference/tffm0.html deleted file mode 100644 index 8988b5a2..00000000 --- a/docs/dev/reference/tffm0.html +++ /dev/null @@ -1,158 +0,0 @@ -<!DOCTYPE html> -<!-- 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>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 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="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 -transformation is not available in RxODE 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 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]> -<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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.1.0</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </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/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 -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" 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, -this implementation cannot be used there, as it is not accessible -from RxODE.</p> - </div> - - <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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <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> - - - - - - - </body></html> - diff --git a/docs/dev/reference/transform_odeparms.html b/docs/dev/reference/transform_odeparms.html deleted file mode 100644 index 4cb2e575..00000000 --- a/docs/dev/reference/transform_odeparms.html +++ /dev/null @@ -1,336 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Functions to transform and backtransform kinetic parameters for fitting — transform_odeparms • 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="Functions to transform and backtransform kinetic parameters for fitting — transform_odeparms"><meta property="og:description" content="The transformations are intended to map parameters that should only take on -restricted values to the full scale of real numbers. For kinetic rate -constants and other parameters that can only take on positive values, a -simple log transformation is used. For compositional parameters, such as the -formations fractions that should always sum up to 1 and can not be negative, -the ilr transformation is used."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Functions to transform and backtransform kinetic parameters for fitting</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/transform_odeparms.R" class="external-link"><code>R/transform_odeparms.R</code></a></small> - <div class="hidden name"><code>transform_odeparms.Rd</code></div> - </div> - - <div class="ref-description"> - <p>The transformations are intended to map parameters that should only take on -restricted values to the full scale of real numbers. For kinetic rate -constants and other parameters that can only take on positive values, a -simple log transformation is used. For compositional parameters, such as the -formations fractions that should always sum up to 1 and can not be negative, -the <a href="ilr.html">ilr</a> transformation is used.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">transform_odeparms</span><span class="op">(</span></span> -<span> <span class="va">parms</span>,</span> -<span> <span class="va">mkinmod</span>,</span> -<span> transform_rates <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> transform_fractions <span class="op">=</span> <span class="cn">TRUE</span></span> -<span><span class="op">)</span></span> -<span></span> -<span><span class="fu">backtransform_odeparms</span><span class="op">(</span></span> -<span> <span class="va">transparms</span>,</span> -<span> <span class="va">mkinmod</span>,</span> -<span> transform_rates <span class="op">=</span> <span class="cn">TRUE</span>,</span> -<span> transform_fractions <span class="op">=</span> <span class="cn">TRUE</span></span> -<span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>parms</dt> -<dd><p>Parameters of kinetic models as used in the differential -equations.</p></dd> - - -<dt>mkinmod</dt> -<dd><p>The kinetic model of class <a href="mkinmod.html">mkinmod</a>, containing -the names of the model variables that are needed for grouping the -formation fractions before <a href="ilr.html">ilr</a> transformation, the parameter -names and the information if the pathway to sink is included in the model.</p></dd> - - -<dt>transform_rates</dt> -<dd><p>Boolean specifying if kinetic rate constants should -be transformed in the model specification used in the fitting for better -compliance with the assumption of normal distribution of the estimator. If -TRUE, also alpha and beta parameters of the FOMC model are -log-transformed, as well as k1 and k2 rate constants for the DFOP and HS -models and the break point tb of the HS model.</p></dd> - - -<dt>transform_fractions</dt> -<dd><p>Boolean specifying if formation fractions -constants should be transformed in the model specification used in the -fitting for better compliance with the assumption of normal distribution -of the estimator. The default (TRUE) is to do transformations. -The g parameter of the DFOP model is also seen as a fraction. -If a single fraction is transformed (g parameter of DFOP or only a single -target variable e.g. a single metabolite plus a pathway to sink), a -logistic transformation is used <code><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">stats::qlogis()</a></code>. In other cases, i.e. if -two or more formation fractions need to be transformed whose sum cannot -exceed one, the <a href="ilr.html">ilr</a> transformation is used.</p></dd> - - -<dt>transparms</dt> -<dd><p>Transformed parameters of kinetic models as used in the -fitting procedure.</p></dd> - -</dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>A vector of transformed or backtransformed parameters</p> - </div> - <div id="details"> - <h2>Details</h2> - <p>The transformation of sets of formation fractions is fragile, as it supposes -the same ordering of the components in forward and backward transformation. -This is no problem for the internal use in <a href="mkinfit.html">mkinfit</a>.</p> - </div> - <div id="author"> - <h2>Author</h2> - <p>Johannes Ranke</p> - </div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> parent <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"m1"</span>, sink <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> m1 <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>type <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><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="co"># Fit the model to the FOCUS example dataset D using defaults</span></span></span> -<span class="r-in"><span><span class="va">FOCUS_D</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span> <span class="co"># remove zero values to avoid warning</span></span></span> -<span class="r-in"><span><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="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">fit.s</span> <span class="op"><-</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">fit</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="co"># Transformed and backtransformed parameters</span></span></span> -<span class="r-in"><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">fit.s</span><span class="op">$</span><span class="va">par</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.60 1.5702 96.40 102.79</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent_sink -3.04 0.0763 -3.19 -2.88</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent_m1 -2.98 0.0403 -3.06 -2.90</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1_sink -5.25 0.1332 -5.52 -4.98</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.13 0.3585 2.40 3.85</span> -<span class="r-in"><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">fit.s</span><span class="op">$</span><span class="va">bpar</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.59848 1.57022 63.43 2.30e-36 96.40384 102.7931</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.04792 0.00365 13.11 6.13e-15 0.04103 0.0560</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.05078 0.00205 24.80 3.27e-23 0.04678 0.0551</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.00526 0.00070 7.51 6.16e-09 0.00401 0.0069</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.8549</span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># Compare to the version without transforming rate parameters (does not work</span></span></span> -<span class="r-in"><span><span class="co"># with analytical solution, we get NA values for m1 in predictions)</span></span></span> -<span class="r-in"><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="va">SFO_SFO</span>, <span class="va">FOCUS_D</span>, transform_rates <span class="op">=</span> <span class="cn">FALSE</span>,</span></span> -<span class="r-in"><span> solution_type <span class="op">=</span> <span class="st">"deSolve"</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">fit.2.s</span> <span class="op"><-</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">fit.2</span><span class="op">)</span></span></span> -<span class="r-in"><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">fit.2.s</span><span class="op">$</span><span class="va">par</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.59848 1.57022 96.40384 1.03e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.04792 0.00365 0.04049 5.54e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.05078 0.00205 0.04661 5.49e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.00526 0.00070 0.00384 6.69e-03</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.12550 0.35852 2.39609 3.85e+00</span> -<span class="r-in"><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">fit.2.s</span><span class="op">$</span><span class="va">bpar</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.59848 1.57022 63.43 2.30e-36 96.40384 1.03e+02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_sink 0.04792 0.00365 13.11 6.13e-15 0.04049 5.54e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent_m1 0.05078 0.00205 24.80 3.27e-23 0.04661 5.49e-02</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1_sink 0.00526 0.00070 7.51 6.16e-09 0.00384 6.69e-03</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.85e+00</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">initials</span> <span class="op"><-</span> <span class="va">fit</span><span class="op">$</span><span class="va">start</span><span class="op">$</span><span class="va">value</span></span></span> -<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">initials</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">fit</span><span class="op">$</span><span class="va">start</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">transformed</span> <span class="op"><-</span> <span class="va">fit</span><span class="op">$</span><span class="va">start_transformed</span><span class="op">$</span><span class="va">value</span></span></span> -<span class="r-in"><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">transformed</span><span class="op">)</span> <span class="op"><-</span> <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">fit</span><span class="op">$</span><span class="va">start_transformed</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">transform_odeparms</span><span class="op">(</span><span class="va">initials</span>, <span class="va">SFO_SFO</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_parent_sink log_k_parent_m1 log_k_m1_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 100.750000 -2.302585 -2.301586 -2.300587 </span> -<span class="r-in"><span><span class="fu">backtransform_odeparms</span><span class="op">(</span><span class="va">transformed</span>, <span class="va">SFO_SFO</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 k_parent_sink k_parent_m1 k_m1_sink </span> -<span class="r-out co"><span class="r-pr">#></span> 100.7500 0.1000 0.1001 0.1002 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><span class="co"># The case of formation fractions (this is now the default)</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO.ff</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> parent <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"m1"</span>, sink <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> m1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></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></span></span> -<span class="r-in"><span><span class="va">fit.ff</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO.ff</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">fit.ff.s</span> <span class="op"><-</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">fit.ff</span><span class="op">)</span></span></span> -<span class="r-in"><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">fit.ff.s</span><span class="op">$</span><span class="va">par</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.5985 1.5702 96.404 102.79</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -2.3157 0.0409 -2.399 -2.23</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -5.2475 0.1332 -5.518 -4.98</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.0579 0.0893 -0.124 0.24</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.1255 0.3585 2.396 3.85</span> -<span class="r-in"><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">fit.ff.s</span><span class="op">$</span><span class="va">bpar</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.59848 1.57022 63.43 2.30e-36 96.40383 102.7931</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.09870 0.00403 24.47 4.96e-23 0.09082 0.1073</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.00526 0.00070 7.51 6.16e-09 0.00401 0.0069</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.51448 0.02230 23.07 3.10e-22 0.46912 0.5596</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.8549</span> -<span class="r-in"><span><span class="va">initials</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">"f_parent_to_m1"</span> <span class="op">=</span> <span class="fl">0.5</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">transformed</span> <span class="op"><-</span> <span class="fu">transform_odeparms</span><span class="op">(</span><span class="va">initials</span>, <span class="va">SFO_SFO.ff</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu">backtransform_odeparms</span><span class="op">(</span><span class="va">transformed</span>, <span class="va">SFO_SFO.ff</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 </span> -<span class="r-out co"><span class="r-pr">#></span> 0.5 </span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="co"># And without sink</span></span></span> -<span class="r-in"><span><span class="va">SFO_SFO.ff.2</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span></span></span> -<span class="r-in"><span> parent <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>type <span class="op">=</span> <span class="st">"SFO"</span>, to <span class="op">=</span> <span class="st">"m1"</span>, sink <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> m1 <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>type <span class="op">=</span> <span class="st">"SFO"</span><span class="op">)</span>,</span></span> -<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></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></span></span> -<span class="r-in"><span></span></span> -<span class="r-in"><span><span class="va">fit.ff.2</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO.ff.2</span>, <span class="va">FOCUS_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="va">fit.ff.2.s</span> <span class="op"><-</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">fit.ff.2</span><span class="op">)</span></span></span> -<span class="r-in"><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">fit.ff.2.s</span><span class="op">$</span><span class="va">par</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate Std. Error Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 84.79 3.012 78.67 90.91</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_parent -2.76 0.082 -2.92 -2.59</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -4.21 0.123 -4.46 -3.96</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 8.22 0.943 6.31 10.14</span> -<span class="r-in"><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">fit.ff.2.s</span><span class="op">$</span><span class="va">bpar</span>, <span class="fl">3</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 84.7916 3.01203 28.15 1.92e-25 78.6704 90.913</span> -<span class="r-out co"><span class="r-pr">#></span> k_parent 0.0635 0.00521 12.19 2.91e-14 0.0538 0.075</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.0148 0.00182 8.13 8.81e-10 0.0115 0.019</span> -<span class="r-out co"><span class="r-pr">#></span> sigma 8.2229 0.94323 8.72 1.73e-10 6.3060 10.140</span> -<span class="r-in"><span><span class="co"># }</span></span></span> -<span class="r-in"><span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - diff --git a/docs/dev/reference/update.mkinfit-1.png b/docs/dev/reference/update.mkinfit-1.png Binary files differdeleted file mode 100644 index 9278aefd..00000000 --- a/docs/dev/reference/update.mkinfit-1.png +++ /dev/null diff --git a/docs/dev/reference/update.mkinfit-2.png b/docs/dev/reference/update.mkinfit-2.png Binary files differdeleted file mode 100644 index f73a6180..00000000 --- a/docs/dev/reference/update.mkinfit-2.png +++ /dev/null diff --git a/docs/dev/reference/update.mkinfit.html b/docs/dev/reference/update.mkinfit.html deleted file mode 100644 index 90aa0edb..00000000 --- a/docs/dev/reference/update.mkinfit.html +++ /dev/null @@ -1,181 +0,0 @@ -<!DOCTYPE html> -<!-- 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>Update an mkinfit model with different arguments — update.mkinfit • 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="Update an mkinfit model with different arguments — update.mkinfit"><meta property="og:description" content="This function will return an updated mkinfit object. The fitted degradation -model parameters from the old fit are used as starting values for the -updated fit. Values specified as 'parms.ini' and/or 'state.ini' will -override these starting values."><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><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <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"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </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">1.2.3</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </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/" class="external-link"> - <span class="fab fa-github fa-lg"></span> - - </a> -</li> - </ul></div><!--/.nav-collapse --> - </div><!--/.container --> -</div><!--/.navbar --> - - - - </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header"> - <h1>Update an mkinfit model with different arguments</h1> - <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/update.mkinfit.R" class="external-link"><code>R/update.mkinfit.R</code></a></small> - <div class="hidden name"><code>update.mkinfit.Rd</code></div> - </div> - - <div class="ref-description"> - <p>This function will return an updated mkinfit object. The fitted degradation -model parameters from the old fit are used as starting values for the -updated fit. Values specified as 'parms.ini' and/or 'state.ini' will -override these starting values.</p> - </div> - - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mkinfit</span></span> -<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>, evaluate <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div> - </div> - - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>object</dt> -<dd><p>An mkinfit object to be updated</p></dd> - - -<dt>...</dt> -<dd><p>Arguments to <code><a href="mkinfit.html">mkinfit</a></code> that should replace -the arguments from the original call. Arguments set to NULL will -remove arguments given in the original call</p></dd> - - -<dt>evaluate</dt> -<dd><p>Should the call be evaluated or returned as a call</p></dd> - -</dl></div> - - <div id="ref-examples"> - <h2>Examples</h2> - <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># \dontrun{</span></span></span> -<span class="r-in"><span><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">"SFO"</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">FOCUS_2006_D</span>, <span class="va">value</span> <span class="op">!=</span> <span class="fl">0</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="parms.html">parms</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 k_parent sigma </span> -<span class="r-out co"><span class="r-pr">#></span> 99.44423885 0.09793574 3.39632469 </span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_err</a></span><span class="op">(</span><span class="va">fit</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="update.mkinfit-1.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="va">fit_2</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">fit</span>, error_model <span class="op">=</span> <span class="st">"tc"</span><span class="op">)</span></span></span> -<span class="r-in"><span><span class="fu"><a href="parms.html">parms</a></span><span class="op">(</span><span class="va">fit_2</span><span class="op">)</span></span></span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 k_parent sigma_low rsd_high </span> -<span class="r-out co"><span class="r-pr">#></span> 1.008549e+02 1.005665e-01 3.752222e-03 6.763434e-02 </span> -<span class="r-in"><span><span class="fu"><a href="plot.mkinfit.html">plot_err</a></span><span class="op">(</span><span class="va">fit_2</span><span class="op">)</span></span></span> -<span class="r-plt img"><img src="update.mkinfit-2.png" alt="" width="700" height="433"></span> -<span class="r-in"><span><span class="co"># }</span></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> -</div> - - - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> -</div> - -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> -</div> - - </footer></div> - - - - - - - </body></html> - |
