<!-- Generated by pkgdown: do not edit by hand -->
<!DOCTYPE html>
<html lang="en">
  <head>
  <meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>Summary method for class "saem.mmkin" — summary.saem.mmkin • mkin</title>


<!-- jquery -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" 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">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>Summary method for class "saem.mmkin"</h1>
    <small class="dont-index">Source: <a href='https://github.com/jranke/mkin/blob/master/R/summary.saem.mmkin.R'><code>R/summary.saem.mmkin.R</code></a></small>
    <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>

    <pre class="usage"><span class='co'># S3 method for saem.mmkin</span>
<span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>object</span>, data <span class='op'>=</span> <span class='cn'>FALSE</span>, verbose <span class='op'>=</span> <span class='cn'>FALSE</span>, distimes <span class='op'>=</span> <span class='cn'>TRUE</span>, <span class='va'>...</span><span class='op'>)</span>

<span class='co'># S3 method for summary.saem.mmkin</span>
<span class='fu'><a href='https://rdrr.io/r/base/print.html'>print</a></span><span class='op'>(</span><span class='va'>x</span>, digits <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Extremes.html'>max</a></span><span class='op'>(</span><span class='fl'>3</span>, <span class='fu'><a href='https://rdrr.io/r/base/options.html'>getOption</a></span><span class='op'>(</span><span class='st'>"digits"</span><span class='op'>)</span> <span class='op'>-</span> <span class='fl'>3</span><span class='op'>)</span>, verbose <span class='op'>=</span> <span class='va'>x</span><span class='op'>$</span><span class='va'>verbose</span>, <span class='va'>...</span><span class='op'>)</span></pre>

    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
    <table class="ref-arguments">
    <colgroup><col class="name" /><col class="desc" /></colgroup>
    <tr>
      <th>object</th>
      <td><p>an object of class <a href='saem.html'>saem.mmkin</a></p></td>
    </tr>
    <tr>
      <th>data</th>
      <td><p>logical, indicating whether the full data should be included in
the summary.</p></td>
    </tr>
    <tr>
      <th>verbose</th>
      <td><p>Should the summary be verbose?</p></td>
    </tr>
    <tr>
      <th>distimes</th>
      <td><p>logical, indicating whether DT50 and DT90 values should be
included.</p></td>
    </tr>
    <tr>
      <th>...</th>
      <td><p>optional arguments passed to methods like <code>print</code>.</p></td>
    </tr>
    <tr>
      <th>x</th>
      <td><p>an object of class summary.saem.mmkin</p></td>
    </tr>
    <tr>
      <th>digits</th>
      <td><p>Number of digits to use for printing</p></td>
    </tr>
    </table>

    <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>

    <p>The summary function returns a list based on the <a href='https://rdrr.io/pkg/saemix/man/SaemixObject-class.html'>saemix::SaemixObject</a>
obtained in the fit, with at least the following additional components</p>
<dt>saemixversion, mkinversion, Rversion</dt><dd><p>The saemix, mkin and R versions used</p></dd>
<dt>date.fit, date.summary</dt><dd><p>The dates where the fit and the summary were
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>
The print method is called for its side effect, i.e. printing the summary.

    <h2 class="hasAnchor" id="author"><a class="anchor" href="#author"></a>Author</h2>

    <p>Johannes Ranke for the mkin specific parts
saemix authors for the parts inherited from saemix.</p>

    <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
    <pre class="examples"><div class='input'><span class='co'># Generate five datasets following SFO kinetics</span>
<span class='va'>sampling_times</span> <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>3</span>, <span class='fl'>7</span>, <span class='fl'>14</span>, <span class='fl'>28</span>, <span class='fl'>60</span>, <span class='fl'>90</span>, <span class='fl'>120</span><span class='op'>)</span>
<span class='va'>dt50_sfo_in_pop</span> <span class='op'>&lt;-</span> <span class='fl'>50</span>
<span class='va'>k_in_pop</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='fl'>2</span><span class='op'>)</span> <span class='op'>/</span> <span class='va'>dt50_sfo_in_pop</span>
<span class='fu'><a href='https://rdrr.io/r/base/Random.html'>set.seed</a></span><span class='op'>(</span><span class='fl'>1234</span><span class='op'>)</span>
<span class='va'>k_in</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/stats/Lognormal.html'>rlnorm</a></span><span class='op'>(</span><span class='fl'>5</span>, <span class='fu'><a href='https://rdrr.io/r/base/Log.html'>log</a></span><span class='op'>(</span><span class='va'>k_in_pop</span><span class='op'>)</span>, <span class='fl'>0.5</span><span class='op'>)</span>
<span class='va'>SFO</span> <span class='op'>&lt;-</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='mkinsub.html'>mkinsub</a></span><span class='op'>(</span><span class='st'>"SFO"</span><span class='op'>)</span><span class='op'>)</span>

<span class='va'>pred_sfo</span> <span class='op'>&lt;-</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>k</span><span class='op'>)</span> <span class='op'>{</span>
  <span class='fu'><a href='mkinpredict.html'>mkinpredict</a></span><span class='op'>(</span><span class='va'>SFO</span>,
    <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>k_parent <span class='op'>=</span> <span class='va'>k</span><span class='op'>)</span>,
    <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span>parent <span class='op'>=</span> <span class='fl'>100</span><span class='op'>)</span>,
    <span class='va'>sampling_times</span><span class='op'>)</span>
<span class='op'>}</span>

<span class='va'>ds_sfo_mean</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>lapply</a></span><span class='op'>(</span><span class='va'>k_in</span>, <span class='va'>pred_sfo</span><span class='op'>)</span>
<span class='fu'><a href='https://rdrr.io/r/base/names.html'>names</a></span><span class='op'>(</span><span class='va'>ds_sfo_mean</span><span class='op'>)</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/paste.html'>paste</a></span><span class='op'>(</span><span class='st'>"ds"</span>, <span class='fl'>1</span><span class='op'>:</span><span class='fl'>5</span><span class='op'>)</span>

<span class='va'>ds_sfo_syn</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/lapply.html'>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 class='fu'><a href='add_err.html'>add_err</a></span><span class='op'>(</span><span class='va'>ds</span>,
    sdfunc <span class='op'>=</span> <span class='kw'>function</span><span class='op'>(</span><span class='va'>value</span><span class='op'>)</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span><span class='op'>(</span><span class='fl'>1</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>+</span> <span class='va'>value</span><span class='op'>^</span><span class='fl'>2</span> <span class='op'>*</span> <span class='fl'>0.07</span><span class='op'>^</span><span class='fl'>2</span><span class='op'>)</span>,
    n <span class='op'>=</span> <span class='fl'>1</span><span class='op'>)</span><span class='op'>[[</span><span class='fl'>1</span><span class='op'>]</span><span class='op'>]</span>
<span class='op'>}</span><span class='op'>)</span>

<span class='co'># \dontrun{</span>
<span class='co'># Evaluate using mmkin and saem</span>
<span class='va'>f_mmkin</span> <span class='op'>&lt;-</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 class='va'>f_saem</span> <span class='op'>&lt;-</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>
</div><div class='output co'>#&gt; Running main SAEM algorithm
#&gt; [1] "Sun Nov  8 02:58:03 2020"
#&gt; ....
#&gt;     Minimisation finished
#&gt; [1] "Sun Nov  8 02:58:07 2020"</div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_saem</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span>
</div><div class='output co'>#&gt; saemix version used for fitting:      3.1.9000 
#&gt; mkin version used for pre-fitting:  0.9.50.4 
#&gt; R version used for fitting:         4.0.3 
#&gt; Date of fit:     Sun Nov  8 02:58:07 2020 
#&gt; Date of summary: Sun Nov  8 02:58:07 2020 
#&gt; 
#&gt; Equations:
#&gt; d_parent/dt = - k_parent * parent
#&gt; 
#&gt; Data:
#&gt; 90 observations of 1 variable(s) grouped in 5 datasets
#&gt; 
#&gt; Model predictions using solution type analytical 
#&gt; 
#&gt; Fitted in 4.175 s using 300, 100 iterations
#&gt; 
#&gt; Variance model: Two-component variance function 
#&gt; 
#&gt; Mean of starting values for individual parameters:
#&gt;     parent_0 log_k_parent 
#&gt;    97.849556    -4.455036 
#&gt; 
#&gt; Fixed degradation parameter values:
#&gt; None
#&gt; 
#&gt; Results:
#&gt; 
#&gt; Likelihood computed by importance sampling
#&gt;        AIC      BIC    logLik
#&gt;   555.6718 553.3284 -271.8359
#&gt; 
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
#&gt;                   est.     lower      upper
#&gt; parent_0     97.840291 94.701895 100.978686
#&gt; log_k_parent -4.464246 -5.001413  -3.927078
#&gt; 
#&gt; Correlation: 
#&gt;              prnt_0
#&gt; log_k_parent 0.022 
#&gt; 
#&gt; Random effects:
#&gt;                      est.     lower     upper
#&gt; SD.parent_0     3.0805465 0.4960170 5.6650760
#&gt; SD.log_k_parent 0.6109508 0.2301398 0.9917617
#&gt; 
#&gt; Variance model:
#&gt;           est.      lower      upper
#&gt; a.1 1.06249961 0.23012265 1.89487657
#&gt; b.1 0.04649661 0.03060849 0.06238473
#&gt; 
#&gt; Backtransformed parameters with asymmetric confidence intervals:
#&gt;                 est.        lower        upper
#&gt; parent_0 97.84029088 94.701895315 100.97868644
#&gt; k_parent  0.01151338  0.006728434   0.01970115
#&gt; 
#&gt; Estimated disappearance times:
#&gt;        DT50 DT90
#&gt; parent 60.2  200
#&gt; 
#&gt; Data:
#&gt;    ds   name time observed predicted   residual standardized
#&gt;  ds 1 parent    0    103.6    97.303   6.297361     -1.12720
#&gt;  ds 1 parent    0     95.9    97.303  -1.402639      0.25107
#&gt;  ds 1 parent    1     95.4    96.599  -1.198705      0.21583
#&gt;  ds 1 parent    1     95.3    96.599  -1.298705      0.23383
#&gt;  ds 1 parent    3     91.6    95.206  -3.606076      0.65693
#&gt;  ds 1 parent    3     94.5    95.206  -0.706076      0.12863
#&gt;  ds 1 parent    7     88.1    92.481  -4.380761      0.81692
#&gt;  ds 1 parent    7     89.6    92.481  -2.880761      0.53720
#&gt;  ds 1 parent   14     90.3    87.898   2.402166     -0.46649
#&gt;  ds 1 parent   14     96.0    87.898   8.102166     -1.57340
#&gt;  ds 1 parent   28     80.2    79.402   0.797948     -0.16783
#&gt;  ds 1 parent   28     77.9    79.402  -1.502052      0.31593
#&gt;  ds 1 parent   60     59.3    62.940  -3.639829      0.91247
#&gt;  ds 1 parent   60     59.6    62.940  -3.339829      0.83726
#&gt;  ds 1 parent   90     59.4    50.620   8.779547     -2.56999
#&gt;  ds 1 parent   90     51.0    50.620   0.379547     -0.11110
#&gt;  ds 1 parent  120     38.8    40.712  -1.912380      0.64706
#&gt;  ds 1 parent  120     38.9    40.712  -1.812380      0.61323
#&gt;  ds 2 parent    0    103.2    97.185   6.015158     -1.07774
#&gt;  ds 2 parent    0     95.1    97.185  -2.084842      0.37354
#&gt;  ds 2 parent    1     88.3    95.609  -7.309466      1.32706
#&gt;  ds 2 parent    1    102.4    95.609   6.790534     -1.23285
#&gt;  ds 2 parent    3     88.4    92.535  -4.134911      0.77071
#&gt;  ds 2 parent    3     95.2    92.535   2.665089     -0.49675
#&gt;  ds 2 parent    7     83.5    86.679  -3.179231      0.62426
#&gt;  ds 2 parent    7     96.4    86.679   9.720769     -1.90873
#&gt;  ds 2 parent   14     77.3    77.309  -0.009268      0.00199
#&gt;  ds 2 parent   14     76.0    77.309  -1.309268      0.28113
#&gt;  ds 2 parent   28     61.7    61.499   0.201491     -0.05137
#&gt;  ds 2 parent   28     56.5    61.499  -4.998509      1.27449
#&gt;  ds 2 parent   60     35.1    36.454  -1.353571      0.49087
#&gt;  ds 2 parent   60     32.2    36.454  -4.253571      1.54256
#&gt;  ds 2 parent   90     21.2    22.326  -1.125996      0.53604
#&gt;  ds 2 parent   90     23.3    22.326   0.974004     -0.46368
#&gt;  ds 2 parent  120     14.1    13.674   0.426440     -0.25110
#&gt;  ds 2 parent  120     16.9    13.674   3.226440     -1.89983
#&gt;  ds 3 parent    0     92.4    93.838  -1.437848      0.26501
#&gt;  ds 3 parent    0     94.0    93.838   0.162152     -0.02989
#&gt;  ds 3 parent    1     95.7    91.709   3.991384     -0.74932
#&gt;  ds 3 parent    1     90.8    91.709  -0.908616      0.17058
#&gt;  ds 3 parent    3     86.7    87.594  -0.893997      0.17409
#&gt;  ds 3 parent    3     85.8    87.594  -1.793997      0.34934
#&gt;  ds 3 parent    7     77.1    79.910  -2.810299      0.58817
#&gt;  ds 3 parent    7     81.5    79.910   1.589701     -0.33271
#&gt;  ds 3 parent   14     69.1    68.050   1.050102     -0.24845
#&gt;  ds 3 parent   14     62.4    68.050  -5.649898      1.33675
#&gt;  ds 3 parent   28     49.1    49.349  -0.248837      0.07412
#&gt;  ds 3 parent   28     47.2    49.349  -2.148837      0.64010
#&gt;  ds 3 parent   60     21.9    23.676  -1.775776      0.82085
#&gt;  ds 3 parent   60     23.6    23.676  -0.075776      0.03503
#&gt;  ds 3 parent   90     12.4    11.892   0.507660     -0.31425
#&gt;  ds 3 parent   90     13.8    11.892   1.907660     -1.18088
#&gt;  ds 3 parent  120      4.9     5.974  -1.073521      0.80099
#&gt;  ds 3 parent  120      7.5     5.974   1.526479     -1.13895
#&gt;  ds 4 parent    0     91.8   102.087 -10.287197      1.77084
#&gt;  ds 4 parent    0    104.6   102.087   2.512803     -0.43256
#&gt;  ds 4 parent    1    117.5   101.632  15.867689     -2.74145
#&gt;  ds 4 parent    1     99.3   101.632  -2.332311      0.40295
#&gt;  ds 4 parent    3     94.0   100.729  -6.728610      1.17100
#&gt;  ds 4 parent    3     98.7   100.729  -2.028610      0.35304
#&gt;  ds 4 parent    7    109.2    98.945  10.254756     -1.81080
#&gt;  ds 4 parent    7     89.2    98.945  -9.745244      1.72083
#&gt;  ds 4 parent   14    103.3    95.900   7.400009     -1.34021
#&gt;  ds 4 parent   14    103.0    95.900   7.100009     -1.28588
#&gt;  ds 4 parent   28     90.8    90.088   0.712227     -0.13563
#&gt;  ds 4 parent   28     88.7    90.088  -1.387773      0.26427
#&gt;  ds 4 parent   60     74.8    78.091  -3.291273      0.70124
#&gt;  ds 4 parent   60     75.3    78.091  -2.791273      0.59471
#&gt;  ds 4 parent   90     71.1    68.300   2.800407     -0.66075
#&gt;  ds 4 parent   90     78.0    68.300   9.700407     -2.28880
#&gt;  ds 4 parent  120     59.1    59.736  -0.635668      0.16554
#&gt;  ds 4 parent  120     53.8    59.736  -5.935668      1.54574
#&gt;  ds 5 parent    0     94.9    98.353  -3.452694      0.61266
#&gt;  ds 5 parent    0    101.8    98.353   3.447306     -0.61171
#&gt;  ds 5 parent    1     96.1    96.722  -0.621996      0.11187
#&gt;  ds 5 parent    1     97.1    96.722   0.378004     -0.06799
#&gt;  ds 5 parent    3     93.8    93.541   0.258738     -0.04781
#&gt;  ds 5 parent    3     85.8    93.541  -7.741262      1.43043
#&gt;  ds 5 parent    7     87.6    87.490   0.109848     -0.02141
#&gt;  ds 5 parent    7     94.0    87.490   6.509848     -1.26885
#&gt;  ds 5 parent   14     82.5    77.827   4.672679     -0.99818
#&gt;  ds 5 parent   14     81.7    77.827   3.872679     -0.82728
#&gt;  ds 5 parent   28     60.0    61.585  -1.585419      0.40382
#&gt;  ds 5 parent   28     61.0    61.585  -0.585419      0.14911
#&gt;  ds 5 parent   60     32.5    36.068  -3.568284      1.30251
#&gt;  ds 5 parent   60     35.5    36.068  -0.568284      0.20744
#&gt;  ds 5 parent   90     21.8    21.842  -0.042136      0.02028
#&gt;  ds 5 parent   90     24.4    21.842   2.557864     -1.23088
#&gt;  ds 5 parent  120     14.1    13.227   0.872898     -0.52035
#&gt;  ds 5 parent  120     12.1    13.227  -1.127102      0.67189</div><div class='input'><span class='co'># }</span>

</div></pre>
  </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>