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An mmkin row object is essentially a list of mkinfit objects that -have been obtained by fitting the same model to a list of datasets."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> -<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> -<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> -<![endif]--></head><body data-spy="scroll" data-target="#toc"> - - - <div class="container template-reference-topic"> - <header><div class="navbar navbar-default navbar-fixed-top" role="navigation"> - <div class="container"> - <div class="navbar-header"> - <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> - <span class="sr-only">Toggle navigation</span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - <span class="icon-bar"></span> - </button> - <span class="navbar-brand"> - <a class="navbar-link" href="../index.html">mkin</a> - <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.2.6</span> - </span> - </div> - - <div id="navbar" class="navbar-collapse collapse"> - <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Reference</a> -</li> -<li class="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> - Articles - - <span class="caret"></span> - </a> - <ul class="dropdown-menu" role="menu"><li> - <a href="../articles/mkin.html">Introduction to mkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> - <li> - <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> - </li> - <li> - <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> - </li> - <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> - </li> - <li class="divider"> - <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> - <li> - <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> - </li> - <li> - <a href="../articles/prebuilt/2023_mesotrione_parent.html">Testing covariate modelling in hierarchical parent degradation kinetics with residue data on mesotrione</a> - </li> - <li> - <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> - </li> - <li> - <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> - </li> - <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> - </li> - <li class="divider"> - <li class="dropdown-header">Performance</li> - <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> - </li> - <li> - <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> - </li> - <li> - <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> - </li> - <li class="divider"> - <li class="dropdown-header">Miscellaneous</li> - <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> - </li> - <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> - </li> +have been obtained by fitting the same model to a list of datasets."><meta property="og:description" content="This functions sets up a nonlinear mixed effects model for an mmkin row +object. An mmkin row object is essentially a list of mkinfit objects that +have been obtained by fitting the same model to a list of datasets."></head><body> + <a href="#main" class="visually-hidden-focusable">Skip to contents</a> + + + <nav class="navbar navbar-expand-lg fixed-top bg-light" data-bs-theme="default" aria-label="Site navigation"><div class="container"> + + <a class="navbar-brand me-2" href="../index.html">mkin</a> + + <small class="nav-text text-default me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="Released version">1.2.9</small> + + + <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation"> + <span class="navbar-toggler-icon"></span> + </button> + + <div id="navbar" class="collapse navbar-collapse ms-3"> + <ul class="navbar-nav me-auto"><li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li> +<li class="nav-item dropdown"> + <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button> + <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/mkin.html">Introduction to mkin</a></li> + <li><hr class="dropdown-divider"></li> + <li><h6 class="dropdown-header" data-toc-skip>Example evaluations with (generalised) nonlinear least squares</h6></li> + <li><a class="dropdown-item" href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a></li> + <li><a class="dropdown-item" href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a></li> + <li><a class="dropdown-item" href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a></li> + <li><hr class="dropdown-divider"></li> + <li><h6 class="dropdown-header" data-toc-skip>Example evaluations with hierarchical models (nonlinear mixed-effects models)</h6></li> + <li><a class="dropdown-item" href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a></li> + <li><a class="dropdown-item" href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a></li> + <li><a class="dropdown-item" href="../articles/prebuilt/2023_mesotrione_parent.html">Testing covariate modelling in hierarchical parent degradation kinetics with residue data on mesotrione</a></li> + <li><a class="dropdown-item" href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a></li> + <li><a class="dropdown-item" href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a></li> + <li><a class="dropdown-item" href="../articles/web_only/multistart.html">Short demo of the multistart method</a></li> + <li><hr class="dropdown-divider"></li> + <li><h6 class="dropdown-header" data-toc-skip>Performance</h6></li> + <li><a class="dropdown-item" href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a></li> + <li><a class="dropdown-item" href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a></li> + <li><a class="dropdown-item" href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a></li> + <li><hr class="dropdown-divider"></li> + <li><h6 class="dropdown-header" data-toc-skip>Miscellaneous</h6></li> + <li><a class="dropdown-item" href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a></li> + <li><a class="dropdown-item" href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a></li> </ul></li> -<li> - 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<div class="ref-description"> + <div class="ref-description section level2"> <p>This functions sets up a nonlinear mixed effects model for an mmkin row object. An mmkin row object is essentially a list of mkinfit objects that have been obtained by fitting the same model to a list of datasets.</p> </div> - <div id="ref-usage"> - <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for mmkin</span></span> + <div class="section level2"> + <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2> + <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for class 'mmkin'</span></span> <span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme</a></span><span class="op">(</span></span> <span> <span class="va">model</span>,</span> <span> data <span class="op">=</span> <span class="st">"auto"</span>,</span> @@ -136,118 +91,118 @@ have been obtained by fitting the same model to a list of datasets.</p> <span> verbose <span class="op">=</span> <span class="cn">FALSE</span></span> <span><span class="op">)</span></span> <span></span> -<span><span class="co"># S3 method for nlme.mmkin</span></span> +<span><span class="co"># S3 method for class 'nlme.mmkin'</span></span> <span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span></span> <span></span> -<span><span class="co"># S3 method for nlme.mmkin</span></span> +<span><span class="co"># S3 method for class 'nlme.mmkin'</span></span> <span><span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> </div> - <div id="arguments"> - <h2>Arguments</h2> - <dl><dt>model</dt> + <div class="section level2"> + <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2> + + +<dl><dt id="arg-model">model<a class="anchor" aria-label="anchor" href="#arg-model"></a></dt> <dd><p>An <a href="mmkin.html">mmkin</a> row object.</p></dd> -<dt>data</dt> +<dt id="arg-data">data<a class="anchor" aria-label="anchor" href="#arg-data"></a></dt> <dd><p>Ignored, data are taken from the mmkin model</p></dd> -<dt>fixed</dt> +<dt id="arg-fixed">fixed<a class="anchor" aria-label="anchor" href="#arg-fixed"></a></dt> <dd><p>Ignored, all degradation parameters fitted in the mmkin model are used as fixed parameters</p></dd> -<dt>random</dt> +<dt id="arg-random">random<a class="anchor" aria-label="anchor" href="#arg-random"></a></dt> <dd><p>If not specified, no correlations between random effects are set up for the optimised degradation model parameters. This is achieved by using the <a href="https://rdrr.io/pkg/nlme/man/pdDiag.html" class="external-link">nlme::pdDiag</a> method.</p></dd> -<dt>groups</dt> +<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt> <dd><p>See the documentation of nlme</p></dd> -<dt>start</dt> +<dt id="arg-start">start<a class="anchor" aria-label="anchor" href="#arg-start"></a></dt> <dd><p>If not specified, mean values of the fitted degradation parameters taken from the mmkin object are used</p></dd> -<dt>correlation</dt> +<dt id="arg-correlation">correlation<a class="anchor" aria-label="anchor" href="#arg-correlation"></a></dt> <dd><p>See the documentation of nlme</p></dd> -<dt>weights</dt> +<dt id="arg-weights">weights<a class="anchor" aria-label="anchor" href="#arg-weights"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>subset</dt> +<dt id="arg-subset">subset<a class="anchor" aria-label="anchor" href="#arg-subset"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>method</dt> +<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>na.action</dt> +<dt id="arg-na-action">na.action<a class="anchor" aria-label="anchor" href="#arg-na-action"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>naPattern</dt> +<dt id="arg-napattern">naPattern<a class="anchor" aria-label="anchor" href="#arg-napattern"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>control</dt> +<dt id="arg-control">control<a class="anchor" aria-label="anchor" href="#arg-control"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>verbose</dt> +<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt> <dd><p>passed to nlme</p></dd> -<dt>x</dt> +<dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt> <dd><p>An nlme.mmkin object to print</p></dd> -<dt>digits</dt> +<dt id="arg-digits">digits<a class="anchor" aria-label="anchor" href="#arg-digits"></a></dt> <dd><p>Number of digits to use for printing</p></dd> -<dt>...</dt> +<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt> <dd><p>Update specifications passed to update.nlme</p></dd> -<dt>object</dt> +<dt id="arg-object">object<a class="anchor" aria-label="anchor" href="#arg-object"></a></dt> <dd><p>An nlme.mmkin object to update</p></dd> </dl></div> - <div id="value"> - <h2>Value</h2> - - -<p>Upon success, a fitted 'nlme.mmkin' object, which is an nlme object + <div class="section level2"> + <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2> + <p>Upon success, a fitted 'nlme.mmkin' object, which is an nlme object with additional elements. It also inherits from 'mixed.mmkin'.</p> </div> - <div id="details"> - <h2>Details</h2> + <div class="section level2"> + <h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2> <p>Note that the convergence of the nlme algorithms depends on the quality of the data. In degradation kinetics, we often only have few datasets (e.g. data for few soils) and complicated degradation models, which may make it impossible to obtain convergence with nlme.</p> </div> - <div id="note"> - <h2>Note</h2> + <div class="section level2"> + <h2 id="note">Note<a class="anchor" aria-label="anchor" href="#note"></a></h2> <p>As the object inherits from <a href="https://rdrr.io/pkg/nlme/man/nlme.html" class="external-link">nlme::nlme</a>, there is a wealth of methods that will automatically work on 'nlme.mmkin' objects, such as <code><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">nlme::intervals()</a></code>, <code><a href="https://rdrr.io/pkg/nlme/man/anova.lme.html" class="external-link">nlme::anova.lme()</a></code> and <code><a href="https://rdrr.io/pkg/nlme/man/coef.lme.html" class="external-link">nlme::coef.lme()</a></code>.</p> </div> - <div id="see-also"> - <h2>See also</h2> + <div class="section level2"> + <h2 id="see-also">See also<a class="anchor" aria-label="anchor" href="#see-also"></a></h2> <div class="dont-index"><p><code><a href="nlme.html">nlme_function()</a></code>, <a href="plot.mixed.mmkin.html">plot.mixed.mmkin</a>, <a href="summary.nlme.mmkin.html">summary.nlme.mmkin</a></p></div> </div> - <div id="ref-examples"> - <h2>Examples</h2> + <div class="section level2"> + <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2> <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">ds</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span><span class="va">experimental_data_for_UBA_2019</span><span class="op">[</span><span class="fl">6</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span> <span class="r-in"><span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">x</span><span class="op">$</span><span class="va">data</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"name"</span>, <span class="st">"time"</span>, <span class="st">"value"</span><span class="op">)</span><span class="op">]</span>, <span class="va">name</span> <span class="op">==</span> <span class="st">"parent"</span><span class="op">)</span><span class="op">)</span></span></span> <span class="r-in"><span></span></span> @@ -438,27 +393,23 @@ methods that will automatically work on 'nlme.mmkin' objects, such as <span class="r-in"><span><span class="co"># }</span></span></span> </code></pre></div> </div> - </div> - <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> - </nav></div> -</div> + </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2> + </nav></aside></div> - <footer><div class="copyright"> - <p></p><p>Developed by Johannes Ranke.</p> + <footer><div class="pkgdown-footer-left"> + <p>Developed by Johannes Ranke.</p> </div> -<div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> +<div class="pkgdown-footer-right"> + <p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p> </div> - </footer></div> + </footer></div> + - - </body></html> |