diff options
| author | Johannes Ranke <jranke@uni-bremen.de> | 2022-11-17 14:54:20 +0100 | 
|---|---|---|
| committer | Johannes Ranke <jranke@uni-bremen.de> | 2022-11-17 14:56:25 +0100 | 
| commit | e5d1df9a9b1f0951d7dfbaf24eee4294470b73e2 (patch) | |
| tree | 18740ef050a68d1a6fe91f1bd2fdfdd97ac6448b /docs/reference/summary.nlme.mmkin.html | |
| parent | 90354f5cd9e095f9ef98424689a2716770b248d4 (diff) | |
Complete update of online docs for v1.2.0
Diffstat (limited to 'docs/reference/summary.nlme.mmkin.html')
| -rw-r--r-- | docs/reference/summary.nlme.mmkin.html | 255 | 
1 files changed, 145 insertions, 110 deletions
| diff --git a/docs/reference/summary.nlme.mmkin.html b/docs/reference/summary.nlme.mmkin.html index ff014cc1..eb01ef7a 100644 --- a/docs/reference/summary.nlme.mmkin.html +++ b/docs/reference/summary.nlme.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-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.1.0</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.2.0</span>        </span>      </div> @@ -48,19 +48,25 @@ endpoints such as formation fractions and DT50 values. Optionally        <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> +      <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a>      </li>      <li>        <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a>      </li>      <li> +      <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> +    </li> +    <li>        <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a>      </li>      <li>        <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a>      </li>      <li> -      <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a> +      <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> +    </li> +    <li> +      <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a>      </li>    </ul></li>  <li> @@ -95,68 +101,95 @@ 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 nlme.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>, -  alpha <span class="op">=</span> <span class="fl">0.05</span>, -  <span class="va">...</span> -<span class="op">)</span> - -<span class="co"># S3 method for summary.nlme.mmkin</span> -<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></code></pre></div> +    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for nlme.mmkin</span></span> +<span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span></span> +<span>  <span class="va">object</span>,</span> +<span>  data <span class="op">=</span> <span class="cn">FALSE</span>,</span> +<span>  verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> +<span>  distimes <span class="op">=</span> <span class="cn">TRUE</span>,</span> +<span>  alpha <span class="op">=</span> <span class="fl">0.05</span>,</span> +<span>  <span class="va">...</span></span> +<span><span class="op">)</span></span> +<span></span> +<span><span class="co"># S3 method for summary.nlme.mmkin</span></span> +<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>      </div>      <div id="arguments">      <h2>Arguments</h2>      <dl><dt>object</dt>  <dd><p>an object of class <a href="nlme.mmkin.html">nlme.mmkin</a></p></dd> + +  <dt>data</dt>  <dd><p>logical, indicating whether the full data should be included in  the summary.</p></dd> + +  <dt>verbose</dt>  <dd><p>Should the summary be verbose?</p></dd> + +  <dt>distimes</dt>  <dd><p>logical, indicating whether DT50 and DT90 values should be  included.</p></dd> + +  <dt>alpha</dt>  <dd><p>error level for confidence interval estimation from the t  distribution</p></dd> + +  <dt>...</dt>  <dd><p>optional arguments passed to methods like <code>print</code>.</p></dd> + +  <dt>x</dt>  <dd><p>an object of class summary.nlme.mmkin</p></dd> + +  <dt>digits</dt>  <dd><p>Number of digits to use for printing</p></dd> +  </dl></div>      <div id="value">      <h2>Value</h2> -    <p>The summary function returns a list based on the <a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a> object +     + +<p>The summary function returns a list based on the <a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a> object  obtained in the fit, with at least the following additional components</p>  <dl><dt>nlmeversion, mkinversion, Rversion</dt>  <dd><p>The nlme, mkin and R versions used</p></dd> +  <dt>date.fit, date.summary</dt>  <dd><p>The dates where the fit and the summary were  produced</p></dd> +  <dt>diffs</dt>  <dd><p>The differential equations used in the degradation model</p></dd> +  <dt>use_of_ff</dt>  <dd><p>Was maximum or minimum use made of formation fractions</p></dd> +  <dt>data</dt>  <dd><p>The data</p></dd> +  <dt>confint_trans</dt>  <dd><p>Transformed parameters as used in the optimisation, with confidence intervals</p></dd> +  <dt>confint_back</dt>  <dd><p>Backtransformed parameters, with confidence intervals if available</p></dd> +  <dt>ff</dt>  <dd><p>The estimated formation fractions derived from the fitted  model.</p></dd> +  <dt>distimes</dt>  <dd><p>The DT50 and DT90 values for each observed variable.</p></dd> +  <dt>SFORB</dt>  <dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd> +  </dl><p>The print method is called for its side effect, i.e. printing the summary.</p>      </div>      <div id="author"> @@ -167,44 +200,46 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>      <div id="ref-examples">      <h2>Examples</h2> -    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"></span> -<span class="r-in"><span class="co"># Generate five datasets following 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">dt50_sfo_in_pop</span> <span class="op"><-</span> <span class="fl">50</span></span> -<span class="r-in"><span class="va">k_in_pop</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span> <span class="op">/</span> <span class="va">dt50_sfo_in_pop</span></span> -<span 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">k_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="va">k_in_pop</span><span class="op">)</span>, <span class="fl">0.5</span><span class="op">)</span></span> -<span class="r-in"><span class="va">SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="va">pred_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k</span><span class="op">)</span> <span class="op">{</span></span> -<span class="r-in">  <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">SFO</span>,</span> -<span class="r-in">    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="va">k</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><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_sfo_mean</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">k_in</span>, <span class="va">pred_sfo</span><span class="op">)</span></span> -<span 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_sfo_mean</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"ds"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span> -<span class="r-in"></span> -<span class="r-in"><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">12345</span><span class="op">)</span></span> -<span class="r-in"><span class="va">ds_sfo_syn</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_sfo_mean</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span> -<span 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 nlme</span></span> -<span class="r-in"><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/" class="external-link">nlme</a></span><span class="op">)</span></span> -<span class="r-in"><span class="va">f_mmkin</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">ds_sfo_syn</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span> -<span class="r-in"><span class="va">f_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">)</span></span> +    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Generate five datasets following SFO kinetics</span></span></span> +<span class="r-in"><span><span class="va">sampling_times</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">3</span>, <span class="fl">7</span>, <span class="fl">14</span>, <span class="fl">28</span>, <span class="fl">60</span>, <span class="fl">90</span>, <span class="fl">120</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">dt50_sfo_in_pop</span> <span class="op"><-</span> <span class="fl">50</span></span></span> +<span class="r-in"><span><span class="va">k_in_pop</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span> <span class="op">/</span> <span class="va">dt50_sfo_in_pop</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">1234</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">k_in</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Lognormal.html" class="external-link">rlnorm</a></span><span class="op">(</span><span class="fl">5</span>, <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="va">k_in_pop</span><span class="op">)</span>, <span class="fl">0.5</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">SFO</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="va">pred_sfo</span> <span class="op"><-</span> <span class="kw">function</span><span class="op">(</span><span class="va">k</span><span class="op">)</span> <span class="op">{</span></span></span> +<span class="r-in"><span>  <span class="fu"><a href="mkinpredict.html">mkinpredict</a></span><span class="op">(</span><span class="va">SFO</span>,</span></span> +<span class="r-in"><span>    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k_parent <span class="op">=</span> <span class="va">k</span><span class="op">)</span>,</span></span> +<span class="r-in"><span>    <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>,</span></span> +<span class="r-in"><span>    <span class="va">sampling_times</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="op">}</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="va">ds_sfo_mean</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">k_in</span>, <span class="va">pred_sfo</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">ds_sfo_mean</span><span class="op">)</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span><span class="st">"ds"</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">12345</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">ds_sfo_syn</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">ds_sfo_mean</span>, <span class="kw">function</span><span class="op">(</span><span class="va">ds</span><span class="op">)</span> <span class="op">{</span></span></span> +<span class="r-in"><span>  <span class="fu"><a href="add_err.html">add_err</a></span><span class="op">(</span><span class="va">ds</span>,</span></span> +<span class="r-in"><span>    sdfunc <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">value</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="fl">1</span><span class="op">^</span><span class="fl">2</span> <span class="op">+</span> <span class="va">value</span><span class="op">^</span><span class="fl">2</span> <span class="op">*</span> <span class="fl">0.07</span><span class="op">^</span><span class="fl">2</span><span class="op">)</span>,</span></span> +<span class="r-in"><span>    n <span class="op">=</span> <span class="fl">1</span><span class="op">)</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span></span></span> +<span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># \dontrun{</span></span></span> +<span class="r-in"><span><span class="co"># Evaluate using mmkin and nlme</span></span></span> +<span class="r-in"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://svn.r-project.org/R-packages/trunk/nlme/" class="external-link">nlme</a></span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">f_mmkin</span> <span class="op"><-</span> <span class="fu"><a href="mmkin.html">mmkin</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="va">ds_sfo_syn</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, error_model <span class="op">=</span> <span class="st">"tc"</span>, cores <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> +<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Optimisation did not converge:</span> +<span class="r-wrn co"><span class="r-pr">#></span> iteration limit reached without convergence (10)</span> +<span class="r-in"><span><span class="va">f_nlme</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span><span class="va">f_mmkin</span><span class="op">)</span></span></span>  <span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Iteration 4, LME step: nlminb() did not converge (code = 1). PORT message: false convergence (8)</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_nlme</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span> -<span class="r-out co"><span class="r-pr">#></span> nlme version used for fitting:      3.1.155 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting:  1.1.0 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting:         4.2.1 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit:     Thu Jun 30 10:23:57 2022 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Thu Jun 30 10:23:57 2022 </span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_nlme</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> +<span class="r-out co"><span class="r-pr">#></span> nlme version used for fitting:      3.1.160 </span> +<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting:  1.2.0 </span> +<span class="r-out co"><span class="r-pr">#></span> R version used for fitting:         4.2.2 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of fit:     Thu Nov 17 14:03:27 2022 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of summary: Thu Nov 17 14:03:27 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 = - k_parent * parent</span> @@ -220,7 +255,7 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>  <span class="r-out co"><span class="r-pr">#></span> </span>  <span class="r-out co"><span class="r-pr">#></span> Mean of starting values for individual parameters:</span>  <span class="r-out co"><span class="r-pr">#></span>     parent_0 log_k_parent </span> -<span class="r-out co"><span class="r-pr">#></span>      101.612       -4.454 </span> +<span class="r-out co"><span class="r-pr">#></span>      101.569       -4.454 </span>  <span class="r-out co"><span class="r-pr">#></span> </span>  <span class="r-out co"><span class="r-pr">#></span> Fixed degradation parameter values:</span>  <span class="r-out co"><span class="r-pr">#></span> None</span> @@ -244,18 +279,18 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>  <span class="r-out co"><span class="r-pr">#></span>  Level: ds</span>  <span class="r-out co"><span class="r-pr">#></span>  Structure: Diagonal</span>  <span class="r-out co"><span class="r-pr">#></span>          parent_0 log_k_parent Residual</span> -<span class="r-out co"><span class="r-pr">#></span> StdDev: 6.904e-05       0.5863        1</span> +<span class="r-out co"><span class="r-pr">#></span> StdDev: 6.924e-05       0.5863        1</span>  <span class="r-out co"><span class="r-pr">#></span> </span>  <span class="r-out co"><span class="r-pr">#></span> Variance function:</span>  <span class="r-out co"><span class="r-pr">#></span>  Structure: Constant plus proportion of variance covariate</span>  <span class="r-out co"><span class="r-pr">#></span>  Formula: ~fitted(.) </span>  <span class="r-out co"><span class="r-pr">#></span>  Parameter estimates:</span> -<span class="r-out co"><span class="r-pr">#></span>       const        prop </span> -<span class="r-out co"><span class="r-pr">#></span> 0.000121099 0.078996777 </span> +<span class="r-out co"><span class="r-pr">#></span>        const         prop </span> +<span class="r-out co"><span class="r-pr">#></span> 0.0001208853 0.0789968036 </span>  <span class="r-out co"><span class="r-pr">#></span> </span>  <span class="r-out co"><span class="r-pr">#></span> Backtransformed parameters with asymmetric confidence intervals:</span>  <span class="r-out co"><span class="r-pr">#></span>              lower      est.     upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 99.370886 101.59243 103.81398</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 99.370882 101.59243 103.81398</span>  <span class="r-out co"><span class="r-pr">#></span> k_parent  0.006923   0.01168   0.01972</span>  <span class="r-out co"><span class="r-pr">#></span> </span>  <span class="r-out co"><span class="r-pr">#></span> Estimated disappearance times:</span> @@ -266,48 +301,48 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>  <span class="r-out co"><span class="r-pr">#></span>    ds   name time observed predicted  residual    std standardized</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    0    104.1   101.592   2.50757 8.0255     0.312451</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    0    105.0   101.592   3.40757 8.0255     0.424594</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    1     98.5   100.796  -2.29571 7.9625    -0.288314</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    1     98.5   100.796  -2.29571 7.9625    -0.288313</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    1     96.1   100.796  -4.69571 7.9625    -0.589725</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    3    101.9    99.221   2.67904 7.8381     0.341796</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    3     85.2    99.221 -14.02096 7.8381    -1.788813</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    7     99.1    96.145   2.95512 7.5951     0.389080</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    3     85.2    99.221 -14.02096 7.8381    -1.788812</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    7     99.1    96.145   2.95512 7.5951     0.389081</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent    7     93.0    96.145  -3.14488 7.5951    -0.414065</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     88.1    90.989  -2.88944 7.1879    -0.401988</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     84.1    90.989  -6.88944 7.1879    -0.958481</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     88.1    90.989  -2.88944 7.1879    -0.401987</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   14     84.1    90.989  -6.88944 7.1879    -0.958480</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   28     80.2    81.493  -1.29305 6.4377    -0.200857</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   28     91.3    81.493   9.80695 6.4377     1.523364</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   60     65.1    63.344   1.75642 5.0039     0.351008</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   60     65.8    63.344   2.45642 5.0039     0.490898</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   90     47.8    50.018  -2.21764 3.9512    -0.561253</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   90     47.8    50.018  -2.21764 3.9512    -0.561252</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent   90     53.5    50.018   3.48236 3.9512     0.881335</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent  120     37.6    39.495  -1.89515 3.1200    -0.607423</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 1 parent  120     39.3    39.495  -0.19515 3.1200    -0.062549</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    0    107.9   101.592   6.30757 8.0255     0.785943</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    0    102.1   101.592   0.50757 8.0255     0.063244</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    0    102.1   101.592   0.50757 8.0255     0.063245</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    1    103.8   100.058   3.74159 7.9043     0.473361</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    1    108.6   100.058   8.54159 7.9043     1.080626</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    3     91.0    97.060  -6.05952 7.6674    -0.790297</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    3     84.9    97.060 -12.15952 7.6674    -1.585875</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    7     79.3    91.329 -12.02867 7.2147    -1.667252</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    3     84.9    97.060 -12.15952 7.6674    -1.585874</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    7     79.3    91.329 -12.02867 7.2147    -1.667251</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent    7    100.9    91.329   9.57133 7.2147     1.326647</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   14     77.3    82.102  -4.80185 6.4858    -0.740366</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   14     83.5    82.102   1.39815 6.4858     0.215571</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   28     66.8    66.351   0.44945 5.2415     0.085748</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   28     63.3    66.351  -3.05055 5.2415    -0.582002</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     40.8    40.775   0.02474 3.2211     0.007681</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     44.8    40.775   4.02474 3.2211     1.249487</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     27.8    25.832   1.96762 2.0407     0.964200</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     27.0    25.832   1.16762 2.0407     0.572173</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120     15.2    16.366  -1.16561 1.2928    -0.901593</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120     15.5    16.366  -0.86561 1.2928    -0.669544</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0     97.7   101.592  -3.89243 8.0255    -0.485010</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0     88.2   101.592 -13.39243 8.0255    -1.668740</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1    109.9    99.218  10.68195 7.8379     1.362858</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1     97.8    99.218  -1.41805 7.8379    -0.180921</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     40.8    40.775   0.02474 3.2211     0.007679</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   60     44.8    40.775   4.02474 3.2211     1.249485</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     27.8    25.832   1.96762 2.0407     0.964198</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent   90     27.0    25.832   1.16762 2.0407     0.572171</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120     15.2    16.366  -1.16561 1.2928    -0.901595</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 2 parent  120     15.5    16.366  -0.86561 1.2928    -0.669547</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0     97.7   101.592  -3.89243 8.0255    -0.485009</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    0     88.2   101.592 -13.39243 8.0255    -1.668739</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1    109.9    99.218  10.68196 7.8379     1.362858</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    1     97.8    99.218  -1.41804 7.8379    -0.180921</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    3    100.5    94.634   5.86555 7.4758     0.784603</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    3     77.4    94.634 -17.23445 7.4758    -2.305361</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     78.3    86.093  -7.79273 6.8010    -1.145814</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     90.3    86.093   4.20727 6.8010     0.618620</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    3     77.4    94.634 -17.23445 7.4758    -2.305360</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     78.3    86.093  -7.79273 6.8011    -1.145813</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent    7     90.3    86.093   4.20727 6.8011     0.618620</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   14     76.0    72.958   3.04222 5.7634     0.527848</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   14     79.1    72.958   6.14222 5.7634     1.065722</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   28     46.0    52.394  -6.39404 4.1390    -1.544842</span> @@ -315,47 +350,47 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   60     25.1    24.582   0.51786 1.9419     0.266676</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   60     21.4    24.582  -3.18214 1.9419    -1.638664</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   90     11.0    12.092  -1.09202 0.9552    -1.143199</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   90     14.2    12.092   2.10798 0.9552     2.206778</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent   90     14.2    12.092   2.10798 0.9552     2.206776</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 3 parent  120      5.8     5.948  -0.14810 0.4699    -0.315178</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent  120      6.1     5.948   0.15190 0.4699     0.323283</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 3 parent  120      6.1     5.948   0.15190 0.4699     0.323282</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    0     95.3   101.592  -6.29243 8.0255    -0.784057</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    0    102.0   101.592   0.40757 8.0255     0.050784</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    1    104.4   101.125   3.27549 7.9885     0.410025</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    1    105.4   101.125   4.27549 7.9885     0.535204</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    1    105.4   101.125   4.27549 7.9885     0.535205</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    3    113.7   100.195  13.50487 7.9151     1.706218</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    3     82.3   100.195 -17.89513 7.9151    -2.260887</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     98.1    98.362  -0.26191 7.7703    -0.033706</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     87.8    98.362 -10.56191 7.7703    -1.359271</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14     97.9    95.234   2.66589 7.5232     0.354356</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14    104.8    95.234   9.56589 7.5232     1.271521</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     85.0    89.274  -4.27373 7.0523    -0.606002</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     77.2    89.274 -12.07373 7.0523    -1.712019</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     82.2    77.013   5.18659 6.0838     0.852523</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     86.1    77.013   9.08659 6.0838     1.493568</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     70.5    67.053   3.44690 5.2970     0.650729</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     61.7    67.053  -5.35310 5.2970    -1.010595</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120     60.0    58.381   1.61902 4.6119     0.351052</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120     56.4    58.381  -1.98098 4.6119    -0.429535</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    0     92.6   101.592  -8.99243 8.0255    -1.120486</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    3     82.3   100.195 -17.89513 7.9151    -2.260886</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     98.1    98.362  -0.26190 7.7703    -0.033706</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent    7     87.8    98.362 -10.56190 7.7703    -1.359270</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14     97.9    95.234   2.66590 7.5232     0.354357</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   14    104.8    95.234   9.56590 7.5232     1.271521</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     85.0    89.274  -4.27372 7.0523    -0.606001</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   28     77.2    89.274 -12.07372 7.0523    -1.712017</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     82.2    77.013   5.18661 6.0838     0.852526</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   60     86.1    77.013   9.08661 6.0838     1.493571</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     70.5    67.053   3.44692 5.2970     0.650733</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent   90     61.7    67.053  -5.35308 5.2970    -1.010591</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120     60.0    58.381   1.61905 4.6119     0.351058</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 4 parent  120     56.4    58.381  -1.98095 4.6119    -0.429530</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    0     92.6   101.592  -8.99243 8.0255    -1.120485</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    0    116.5   101.592  14.90757 8.0255     1.857531</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    1    108.0    99.914   8.08560 7.8929     1.024412</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    1    108.0    99.914   8.08560 7.8929     1.024413</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    1    104.9    99.914   4.98560 7.8929     0.631655</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    3    100.5    96.641   3.85898 7.6343     0.505477</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    3     89.5    96.641  -7.14102 7.6343    -0.935383</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    3     89.5    96.641  -7.14102 7.6343    -0.935382</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    7     91.7    90.412   1.28752 7.1423     0.180267</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent    7     95.1    90.412   4.68752 7.1423     0.656304</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   14     82.2    80.463   1.73715 6.3563     0.273296</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   14     82.2    80.463   1.73715 6.3563     0.273295</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   14     84.5    80.463   4.03715 6.3563     0.635141</span>  <span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   28     60.5    63.728  -3.22788 5.0343    -0.641178</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   28     72.8    63.728   9.07212 5.0343     1.802063</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     38.3    37.399   0.90062 2.9544     0.304836</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     40.7    37.399   3.30062 2.9544     1.117176</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     22.5    22.692  -0.19164 1.7926    -0.106910</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     20.8    22.692  -1.89164 1.7926    -1.055271</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120     13.4    13.768  -0.36789 1.0876    -0.338255</span> -<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120     13.8    13.768   0.03211 1.0876     0.029520</span> -<span class="r-in"><span class="co"># }</span></span> -<span class="r-in"></span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   28     72.8    63.728   9.07212 5.0343     1.802062</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     38.3    37.399   0.90061 2.9544     0.304835</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   60     40.7    37.399   3.30061 2.9544     1.117174</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     22.5    22.692  -0.19165 1.7926    -0.106913</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent   90     20.8    22.692  -1.89165 1.7926    -1.055273</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120     13.4    13.768  -0.36790 1.0876    -0.338259</span> +<span class="r-out co"><span class="r-pr">#></span>  ds 5 parent  120     13.8    13.768   0.03210 1.0876     0.029517</span> +<span class="r-in"><span><span class="co"># }</span></span></span> +<span class="r-in"><span></span></span>  </code></pre></div>      </div>    </div> @@ -370,7 +405,7 @@ José Pinheiro and Douglas Bates for the components inherited from nlme</p>  </div>  <div class="pkgdown"> -  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.3.</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> | 
