diff options
Diffstat (limited to 'docs/dev/reference/summary.saem.mmkin.html')
| -rw-r--r-- | docs/dev/reference/summary.saem.mmkin.html | 454 | 
1 files changed, 401 insertions, 53 deletions
| diff --git a/docs/dev/reference/summary.saem.mmkin.html b/docs/dev/reference/summary.saem.mmkin.html index febf25b4..6cab9c5f 100644 --- a/docs/dev/reference/summary.saem.mmkin.html +++ b/docs/dev/reference/summary.saem.mmkin.html @@ -21,7 +21,7 @@ endpoints such as formation fractions and DT50 values. Optionally        </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 class="version label label-info" data-toggle="tooltip" data-placement="bottom" title="In-development version">1.1.2</span>        </span>      </div> @@ -30,7 +30,7 @@ endpoints such as formation fractions and DT50 values. Optionally    <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"> +  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">      Articles      <span class="caret"></span> @@ -45,6 +45,9 @@ endpoints such as formation fractions and DT50 values. Optionally        <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> @@ -92,59 +95,88 @@ endpoints such as formation fractions and DT50 values. Optionally      </div>      <div id="ref-usage"> -    <div class="sourceCode"><pre class="sourceCode r"><code><span class="co"># S3 method for saem.mmkin</span> -<span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">object</span>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span> - -<span class="co"># S3 method for summary.saem.mmkin</span> -<span class="fu"><a href="https://rdrr.io/r/base/print.html" 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">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> +    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> +<span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">object</span>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> +<span></span> +<span><span class="co"># S3 method for summary.saem.mmkin</span></span> +<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</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>distimes</dt>  <dd><p>logical, indicating whether DT50 and DT90 values should be  included.</p></dd> + +  <dt>...</dt>  <dd><p>optional arguments passed to methods like <code>print</code>.</p></dd> + +  <dt>x</dt>  <dd><p>an object of class summary.saem.mmkin</p></dd> + +  <dt>digits</dt>  <dd><p>Number of digits to use for printing</p></dd> +  </dl></div>      <div id="value">      <h2>Value</h2> -    <p>The summary function returns a list based on the <a href="https://rdrr.io/pkg/saemix/man/SaemixObject-class.html" class="external-link">saemix::SaemixObject</a>obtained in the fit, with at least the following additional components</p> +     + +<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"> @@ -155,50 +187,366 @@ saemix authors for the parts inherited from saemix.</p>      <div id="ref-examples">      <h2>Examples</h2> -    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span class="co"># Generate five datasets following DFOP-SFO kinetics</span></span> -<span class="r-in"><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span> -<span class="r-in"><span class="va">dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span> -<span class="r-in"> m1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> -<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">1234</span><span class="op">)</span></span> -<span class="r-in"><span class="va">k1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.1</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> -<span class="r-in"><span class="va">k2_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> -<span class="r-in"><span class="va">g_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.5</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> -<span class="r-in"><span class="va">f_parent_to_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">qlogis</a></span><span class="op">(</span><span class="fl">0.3</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span><span class="op">)</span></span> -<span class="r-in"><span class="va">k_m1_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">0.02</span><span class="op">)</span>, <span class="fl">0.3</span><span class="op">)</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="va">pred_dfop_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k1</span>, <span class="va">k2</span>, <span class="va">g</span>, <span class="va">f_parent_to_m1</span>, <span class="va">k_m1</span><span class="op">)</span> <span class="op">{</span></span> -<span class="r-in">  <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> -<span class="r-in">    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1</span>, k2 <span class="op">=</span> <span class="va">k2</span>, g <span class="op">=</span> <span class="va">g</span>, f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1</span>, k_m1 <span class="op">=</span> <span class="va">k_m1</span><span class="op">)</span>,</span> -<span class="r-in">    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> -<span class="r-in">    <span class="va">sampling_times</span><span class="op">)</span></span> -<span class="r-in"><span class="op">}</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="va">ds_mean_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="kw">function</span><span class="op">(</span><span class="va">i</span><span class="op">)</span> <span class="op">{</span></span> -<span class="r-in">  <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">dfop_sfo</span>,</span> -<span class="r-in">    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k1 <span class="op">=</span> <span class="va">k1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k2 <span class="op">=</span> <span class="va">k2_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, g <span class="op">=</span> <span class="va">g_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>,</span> -<span class="r-in">      f_parent_to_m1 <span class="op">=</span> <span class="va">f_parent_to_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span>, k_m1 <span class="op">=</span> <span class="va">k_m1_in</span><span class="op">[</span><span class="va">i</span><span class="op">]</span><span class="op">)</span>,</span> -<span class="r-in">    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span>, m1 <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span> -<span class="r-in">    <span class="va">sampling_times</span><span class="op">)</span></span> -<span class="r-in"><span class="op">}</span><span class="op">)</span></span> -<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"ds"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="va">ds_syn_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_mean_dfop_sfo</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span> -<span class="r-in">  <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span> -<span class="r-in">    sdfunc <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="fl">1</span><span class="op">^</span><span class="fl">2</span> <span class="op">+</span> <span class="va">value</span><span class="op">^</span><span class="fl">2</span> <span class="op">*</span> <span class="fl">0.07</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span>,</span> -<span class="r-in">    n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span> -<span class="r-in"><span class="op">}</span><span class="op">)</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="co"># \dontrun{</span></span> -<span class="r-in"><span class="co"># Evaluate using mmkin and saem</span></span> -<span class="r-in"><span class="va">f_mmkin_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">dfop_sfo</span><span class="op">)</span>, <span class="va">ds_syn_dfop_sfo</span>,</span> -<span class="r-in">  quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span> -<span class="r-in"><span class="va">f_saem_dfop_sfo</span> <span class="op"><-</span> <span class="fu"><a href="saem.html">saem</a></span><span class="op">(</span><span class="va">f_mmkin_dfop_sfo</span><span class="op">)</span></span> -<span class="r-msg co"><span class="r-pr">#></span>  </span> -<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in rxModelVars_(obj):</span> Not compatible with STRSXP: [type=NULL].</span> -<span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> -<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in h(simpleError(msg, call)):</span> error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_saem_dfop_sfo' not found</span> -<span class="r-in"><span class="co"># }</span></span> -<span class="r-in"></span> +    <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>   828.1 822.7 -400.1</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           100.74378 97.81291 103.67465</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_m1            -4.06168 -4.17104  -3.95231</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis     -0.92584 -1.31273  -0.53894</span> +<span class="r-out co"><span class="r-pr">#></span> log_k1              -2.81914 -3.60206  -2.03623</span> +<span class="r-out co"><span class="r-pr">#></span> log_k2              -3.63916 -4.32672  -2.95161</span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis            -0.02927 -1.15247   1.09394</span> +<span class="r-out co"><span class="r-pr">#></span> a.1                  0.86164  0.67928   1.04400</span> +<span class="r-out co"><span class="r-pr">#></span> b.1                  0.07973  0.06437   0.09509</span> +<span class="r-out co"><span class="r-pr">#></span> SD.parent_0          0.73313 -7.46512   8.93137</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k_m1          0.06488 -0.06041   0.19017</span> +<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis   0.41955  0.15206   0.68705</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k1            0.81750  0.29140   1.34361</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k2            0.75265  0.27939   1.22590</span> +<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis          0.34411 -1.70964   2.39786</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)" "sd(g_qlogis)"</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>, covariance.model <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/diag.html" class="external-link">diag</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</span>, <span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">0</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="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-out co"><span class="r-pr">#></span> character(0)</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       97.54844979 100.46239264 103.37633550</span> +<span class="r-out co"><span class="r-pr">#></span> k_m1            0.01575805   0.01729111   0.01897331</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1  0.21014925   0.28626877   0.37680664</span> +<span class="r-out co"><span class="r-pr">#></span> k1              0.02651112   0.05601399   0.11834908</span> +<span class="r-out co"><span class="r-pr">#></span> k2              0.01326524   0.02649799   0.05293107</span> +<span class="r-out co"><span class="r-pr">#></span> g               0.31467778   0.51297098   0.70726363</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) 0.1658367 0.4471180 0.7283993</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k1)          0.2768757 0.7929203 1.3089649</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k2)          0.2693629 0.7566116 1.2438602</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 0.70273100 0.88750764 1.07228428</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.06781347 0.08328016 0.09874685</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:      3.1 </span> +<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting:  1.1.2 </span> +<span class="r-out co"><span class="r-pr">#></span> R version used for fitting:         4.2.1 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of fit:     Wed Aug 10 15:28:15 2022 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of summary: Wed Aug 10 15:28:15 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 = - ((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 27.674 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> Mean of starting values for individual 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> 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>   825.6 821.3 -401.8</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        100.4624 97.5484 103.3763</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_m1         -4.0576 -4.1504  -3.9647</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis  -0.9136 -1.3240  -0.5031</span> +<span class="r-out co"><span class="r-pr">#></span> log_k1           -2.8822 -3.6302  -2.1341</span> +<span class="r-out co"><span class="r-pr">#></span> log_k2           -3.6307 -4.3226  -2.9388</span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis          0.0519 -0.7783   0.8821</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        -0.4102                                </span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.2113  0.2439                        </span> +<span class="r-out co"><span class="r-pr">#></span> log_k1           0.1308 -0.1305 -0.0504                </span> +<span class="r-out co"><span class="r-pr">#></span> log_k2          -0.0383  0.0592  0.0151  0.0001        </span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis        -0.0029 -0.0118  0.0131 -0.2547 -0.1942</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 0.4471 0.1658 0.7284</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k1          0.7929 0.2769 1.3090</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k2          0.7566 0.2694 1.2439</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 0.88751 0.70273 1.07228</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.08328 0.06781 0.09875</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       100.46239 97.54845 103.37634</span> +<span class="r-out co"><span class="r-pr">#></span> k_m1             0.01729  0.01576   0.01897</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1   0.28627  0.21015   0.37681</span> +<span class="r-out co"><span class="r-pr">#></span> k1               0.05601  0.02651   0.11835</span> +<span class="r-out co"><span class="r-pr">#></span> k2               0.02650  0.01327   0.05293</span> +<span class="r-out co"><span class="r-pr">#></span> g                0.51297  0.31468   0.70726</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   0.2863</span> +<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7137</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 17.44  65.15    19.61   12.37   26.16</span> +<span class="r-out co"><span class="r-pr">#></span> m1     40.09 133.17       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  1.005e+02 -10.662393 8.4135    -1.267301</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    0    104.1  1.005e+02   3.637607 8.4135     0.432355</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    1     88.7  9.576e+01  -7.063498 8.0244    -0.880249</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    1     95.5  9.576e+01  -0.263498 8.0244    -0.032837</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    3     81.8  8.717e+01  -5.369491 7.3135    -0.734185</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    3     94.5  8.717e+01   7.330509 7.3135     1.002320</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    7     71.5  7.274e+01  -1.238672 6.1224    -0.202319</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    7     70.3  7.274e+01  -2.438672 6.1224    -0.398322</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     54.2  5.418e+01   0.022691 4.5984     0.004935</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     49.6  5.418e+01  -4.577309 4.5984    -0.995423</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   28     31.5  3.241e+01  -0.914545 2.8416    -0.321837</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   28     28.8  3.241e+01  -3.614545 2.8416    -1.271993</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   60     12.1  1.283e+01  -0.730904 1.3891    -0.526186</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   60     13.6  1.283e+01   0.769096 1.3891     0.553681</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   90      6.2  6.128e+00   0.071981 1.0238     0.070309</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   90      8.3  6.128e+00   2.171981 1.0238     2.121538</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent  120      2.2  3.022e+00  -0.822164 0.9225    -0.891230</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent  120      2.4  3.022e+00  -0.622164 0.9225    -0.674429</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    1      0.3  1.163e+00  -0.863423 0.8928    -0.967116</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    1      0.2  1.163e+00  -0.963423 0.8928    -1.079126</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    3      2.2  3.233e+00  -1.032930 0.9274    -1.113734</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    3      3.0  3.233e+00  -0.232930 0.9274    -0.251152</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    7      6.5  6.495e+00   0.005314 1.0393     0.005113</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1    7      5.0  6.495e+00  -1.494686 1.0393    -1.438116</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   14     10.2  1.010e+01   0.096372 1.2230     0.078801</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   14      9.5  1.010e+01  -0.603628 1.2230    -0.493572</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   28     12.2  1.269e+01  -0.492073 1.3802    -0.356526</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   28     13.4  1.269e+01   0.707927 1.3802     0.512922</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   60     11.8  1.086e+01   0.944360 1.2669     0.745420</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   60     13.2  1.086e+01   2.344360 1.2669     1.850494</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   90      6.6  7.723e+00  -1.123088 1.0961    -1.024658</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1   90      9.3  7.723e+00   1.576912 1.0961     1.438708</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1  120      3.5  5.184e+00  -1.683936 0.9869    -1.706219</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1     m1  120      5.4  5.184e+00   0.216064 0.9869     0.218923</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    0    118.0  1.005e+02  17.537607 8.4135     2.084469</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    0     99.8  1.005e+02  -0.662393 8.4135    -0.078730</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    1     90.2  9.566e+01  -5.456414 8.0156    -0.680727</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    1     94.6  9.566e+01  -1.056414 8.0156    -0.131795</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    3     96.1  8.702e+01   9.082833 7.3009     1.244062</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    3     78.4  8.702e+01  -8.617167 7.3009    -1.180281</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    7     77.9  7.298e+01   4.919834 6.1423     0.800981</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    7     77.7  7.298e+01   4.719834 6.1423     0.768420</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   14     56.0  5.588e+01   0.124003 4.7372     0.026176</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   14     54.7  5.588e+01  -1.175997 4.7372    -0.248245</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   28     36.6  3.719e+01  -0.587869 3.2217    -0.182474</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   28     36.8  3.719e+01  -0.387869 3.2217    -0.120394</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     22.1  2.013e+01   1.973728 1.8966     1.040673</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     24.7  2.013e+01   4.573728 1.8966     2.411556</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     12.4  1.259e+01  -0.185933 1.3734    -0.135379</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     10.8  1.259e+01  -1.785933 1.3734    -1.300347</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120      6.8  7.981e+00  -1.180542 1.1088    -1.064723</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120      7.9  7.981e+00  -0.080542 1.1088    -0.072640</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1    1      1.3  1.306e+00  -0.006246 0.8941    -0.006986</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1    3      3.7  3.589e+00   0.110879 0.9365     0.118399</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1    3      4.7  3.589e+00   1.110879 0.9365     1.186217</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1    7      8.1  7.062e+00   1.038045 1.0647     0.974978</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1    7      7.9  7.062e+00   0.838045 1.0647     0.787129</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   14     10.1  1.065e+01  -0.553713 1.2549    -0.441227</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   14     10.3  1.065e+01  -0.353713 1.2549    -0.281857</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   28     10.7  1.284e+01  -2.144854 1.3900    -1.543111</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   28     12.2  1.284e+01  -0.644854 1.3900    -0.463939</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   60     10.7  1.082e+01  -0.115278 1.2645    -0.091165</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   60     12.5  1.082e+01   1.684722 1.2645     1.332337</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   90      9.1  8.014e+00   1.085607 1.1105     0.977610</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1   90      7.4  8.014e+00  -0.614393 1.1105    -0.553272</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1  120      6.1  5.736e+00   0.363593 1.0079     0.360737</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2     m1  120      4.5  5.736e+00  -1.236407 1.0079    -1.226697</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0    106.2  1.005e+02   5.737607 8.4135     0.681955</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0    106.9  1.005e+02   6.437607 8.4135     0.765155</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1    107.4  9.343e+01  13.972212 7.8311     1.784188</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1     96.1  9.343e+01   2.672212 7.8311     0.341229</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    3     79.4  8.160e+01  -2.196297 6.8531    -0.320484</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    3     82.6  8.160e+01   1.003703 6.8531     0.146460</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     63.9  6.464e+01  -0.737220 5.4557    -0.135129</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     62.4  6.464e+01  -2.237220 5.4557    -0.410072</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   14     51.0  4.772e+01   3.278433 4.0722     0.805086</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   14     47.1  4.772e+01  -0.621567 4.0722    -0.152638</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   28     36.1  3.303e+01   3.070676 2.8903     1.062400</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   28     36.6  3.303e+01   3.570676 2.8903     1.235391</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   60     20.1  1.929e+01   0.808039 1.8355     0.440235</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   60     19.8  1.929e+01   0.508039 1.8355     0.276789</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   90     11.3  1.209e+01  -0.794443 1.3425    -0.591785</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   90     10.7  1.209e+01  -1.394443 1.3425    -1.038728</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent  120      8.2  7.590e+00   0.610002 1.0896     0.559843</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent  120      7.3  7.590e+00  -0.289998 1.0896    -0.266152</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    0      0.8 -4.263e-14   0.800000 0.8875     0.901401</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    1      1.8  1.692e+00   0.107665 0.8986     0.119811</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    1      2.3  1.692e+00   0.607665 0.8986     0.676214</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    3      4.2  4.455e+00  -0.255347 0.9619    -0.265449</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    3      4.1  4.455e+00  -0.355347 0.9619    -0.369404</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    7      6.8  8.124e+00  -1.324338 1.1160    -1.186685</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1    7     10.1  8.124e+00   1.975662 1.1160     1.770309</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   14     11.4  1.104e+01   0.361860 1.2778     0.283196</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   14     12.8  1.104e+01   1.761860 1.2778     1.378852</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   28     11.5  1.177e+01  -0.272554 1.3225    -0.206097</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   28     10.6  1.177e+01  -1.172554 1.3225    -0.886648</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   60      7.5  9.242e+00  -1.741667 1.1747    -1.482591</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   60      8.6  9.242e+00  -0.641667 1.1747    -0.546218</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   90      7.3  6.837e+00   0.463318 1.0544     0.439398</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1   90      8.1  6.837e+00   1.263318 1.0544     1.198095</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1  120      5.3  4.906e+00   0.394322 0.9770     0.403595</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3     m1  120      3.8  4.906e+00  -1.105678 0.9770    -1.131677</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    0    104.7  1.005e+02   4.237607 8.4135     0.503670</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    0     88.3  1.005e+02 -12.162393 8.4135    -1.445587</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    1     94.2  9.723e+01  -3.029220 8.1458    -0.371877</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    1     94.6  9.723e+01  -2.629220 8.1458    -0.322772</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    3     78.1  9.114e+01 -13.041804 7.6420    -1.706592</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    3     96.5  9.114e+01   5.358196 7.6420     0.701150</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     76.2  8.033e+01  -4.133084 6.7488    -0.612421</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     77.8  8.033e+01  -2.533084 6.7488    -0.375340</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14     70.8  6.504e+01   5.757987 5.4889     1.049017</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14     67.3  6.504e+01   2.257987 5.4889     0.411371</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     43.1  4.418e+01  -1.080806 3.7849    -0.285557</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     45.1  4.418e+01   0.919194 3.7849     0.242858</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     21.3  2.110e+01   0.200596 1.9686     0.101899</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     23.5  2.110e+01   2.400596 1.9686     1.219459</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     11.8  1.183e+01  -0.034206 1.3263    -0.025791</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     12.1  1.183e+01   0.265794 1.3263     0.200408</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120      7.0  6.985e+00   0.014647 1.0612     0.013803</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120      6.2  6.985e+00  -0.785353 1.0612    -0.740078</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    0      1.6 -1.705e-13   1.600000 0.8875     1.802801</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    1      0.9  6.803e-01   0.219655 0.8893     0.246994</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    3      3.7  1.927e+00   1.773027 0.9019     1.965880</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    3      2.0  1.927e+00   0.073027 0.9019     0.080970</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    7      3.6  4.013e+00  -0.412926 0.9483    -0.435417</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1    7      3.8  4.013e+00  -0.212926 0.9483    -0.224523</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   14      7.1  6.604e+00   0.495843 1.0441     0.474896</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   14      6.6  6.604e+00  -0.004157 1.0441    -0.003981</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   28      9.5  9.077e+00   0.422700 1.1658     0.362576</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   28      9.3  9.077e+00   0.222700 1.1658     0.191024</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   60      8.3  8.818e+00  -0.518498 1.1520    -0.450099</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   60      9.0  8.818e+00   0.181502 1.1520     0.157559</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   90      6.6  6.738e+00  -0.137785 1.0500    -0.131222</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1   90      7.7  6.738e+00   0.962215 1.0500     0.916383</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1  120      3.7  4.794e+00  -1.093754 0.9732    -1.123914</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4     m1  120      3.5  4.794e+00  -1.293754 0.9732    -1.329429</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    0    110.4  1.005e+02   9.937607 8.4135     1.181155</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    0    112.1  1.005e+02  11.637607 8.4135     1.383212</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    1     93.5  9.372e+01  -0.215694 7.8550    -0.027460</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    1     91.0  9.372e+01  -2.715694 7.8550    -0.345730</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    3     71.0  8.226e+01 -11.257156 6.9076    -1.629667</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    3     89.7  8.226e+01   7.442844 6.9076     1.077480</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    7     60.4  6.553e+01  -5.128464 5.5289    -0.927571</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    7     59.1  6.553e+01  -6.428464 5.5289    -1.162699</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   14     56.5  4.835e+01   8.146351 4.1235     1.975572</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   14     47.0  4.835e+01  -1.353649 4.1235    -0.328273</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   28     30.2  3.300e+01  -2.803303 2.8883    -0.970586</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   28     23.9  3.300e+01  -9.103303 2.8883    -3.151832</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     17.0  1.891e+01  -1.905909 1.8074    -1.054506</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     18.7  1.891e+01  -0.205909 1.8074    -0.113926</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     11.3  1.172e+01  -0.423434 1.3194    -0.320923</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     11.9  1.172e+01   0.176566 1.3194     0.133820</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120      9.0  7.281e+00   1.719138 1.0749     1.599402</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120      8.1  7.281e+00   0.819138 1.0749     0.762086</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    0      0.7 -2.842e-13   0.700000 0.8875     0.788726</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    1      3.0  3.252e+00  -0.252227 0.9279    -0.271821</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    1      2.6  3.252e+00  -0.652227 0.9279    -0.702895</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    3      5.1  8.615e+00  -3.515326 1.1413    -3.080237</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    3      7.5  8.615e+00  -1.115326 1.1413    -0.977283</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    7     16.5  1.588e+01   0.619041 1.5928     0.388661</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1    7     19.0  1.588e+01   3.119041 1.5928     1.958272</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   14     22.9  2.189e+01   1.014705 2.0272     0.500543</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   14     23.2  2.189e+01   1.314705 2.0272     0.648529</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   28     22.2  2.369e+01  -1.487604 2.1632    -0.687701</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   28     24.4  2.369e+01   0.712396 2.1632     0.329332</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   60     15.5  1.869e+01  -3.193942 1.7920    -1.782295</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   60     19.8  1.869e+01   1.106058 1.7920     0.617206</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   90     14.9  1.380e+01   1.103454 1.4518     0.760041</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1   90     14.2  1.380e+01   0.403454 1.4518     0.277892</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1  120     10.9  9.864e+00   1.035963 1.2093     0.856637</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5     m1  120     10.4  9.864e+00   0.535963 1.2093     0.443187</span> +<span class="r-in"><span><span class="co"># }</span></span></span> +<span class="r-in"><span></span></span>  </code></pre></div>      </div>    </div> @@ -213,7 +561,7 @@ saemix authors for the parts inherited from saemix.</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> +  <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> | 
