aboutsummaryrefslogtreecommitdiff
path: root/docs/dev/articles/web_only/NAFTA_examples.html
diff options
context:
space:
mode:
Diffstat (limited to 'docs/dev/articles/web_only/NAFTA_examples.html')
-rw-r--r--docs/dev/articles/web_only/NAFTA_examples.html1049
1 files changed, 1049 insertions, 0 deletions
diff --git a/docs/dev/articles/web_only/NAFTA_examples.html b/docs/dev/articles/web_only/NAFTA_examples.html
new file mode 100644
index 00000000..6bf39b2c
--- /dev/null
+++ b/docs/dev/articles/web_only/NAFTA_examples.html
@@ -0,0 +1,1049 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+<meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<title>Evaluation of example datasets from Attachment 1 to the US EPA SOP for the NAFTA guidance • mkin</title>
+<script src="../../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<link href="../../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet">
+<link href="../../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet">
+<script src="../../deps/headroom-0.11.0/headroom.min.js"></script><script src="../../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../../deps/search-1.0.0/fuse.min.js"></script><script src="../../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../../pkgdown.js"></script><meta property="og:title" content="Evaluation of example datasets from Attachment 1 to the US EPA SOP for the NAFTA guidance">
+<meta name="robots" content="noindex">
+</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-info me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="In-development version">1.2.10</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="nav-item"><a class="nav-link" href="../../reference/index.html">Reference</a></li>
+<li class="active 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 class="nav-item"><a class="nav-link" href="../../coverage/coverage.html">Test coverage</a></li>
+<li class="nav-item"><a class="nav-link" href="../../news/index.html">News</a></li>
+ </ul>
+<ul class="navbar-nav">
+<li class="nav-item"><form class="form-inline" role="search">
+ <input class="form-control" type="search" name="search-input" id="search-input" autocomplete="off" aria-label="Search site" placeholder="Search for" data-search-index="../../search.json">
+</form></li>
+<li class="nav-item"><a class="external-link nav-link" href="https://github.com/jranke/mkin/" aria-label="GitHub"><span class="fa fab fa-github fa-lg"></span></a></li>
+ </ul>
+</div>
+
+
+ </div>
+</nav><div class="container template-article">
+
+
+
+
+<div class="row">
+ <main id="main" class="col-md-9"><div class="page-header">
+
+ <h1>Evaluation of example datasets from Attachment 1 to the US EPA SOP for the NAFTA guidance</h1>
+ <h4 data-toc-skip class="author">Johannes
+Ranke</h4>
+
+ <h4 data-toc-skip class="date">26 February 2019 (rebuilt
+2025-02-14)</h4>
+
+ <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/web_only/NAFTA_examples.rmd" class="external-link"><code>vignettes/web_only/NAFTA_examples.rmd</code></a></small>
+ <div class="d-none name"><code>NAFTA_examples.rmd</code></div>
+ </div>
+
+
+
+<div class="section level2">
+<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+</h2>
+<p>In this document, the example evaluations provided in Attachment 1 to
+the SOP of US EPA for using the NAFTA guidance <span class="citation">(US EPA 2015)</span> are repeated using mkin. The
+original evaluations reported in the attachment were performed using
+PestDF in version 0.8.4. Note that PestDF 0.8.13 is the version
+distributed at the US EPA website today (2019-02-26).</p>
+<p>The datasets are now distributed with the mkin package.</p>
+</div>
+<div class="section level2">
+<h2 id="examples-where-dfop-did-not-converge-with-pestdf-0-8-4">Examples where DFOP did not converge with PestDF 0.8.4<a class="anchor" aria-label="anchor" href="#examples-where-dfop-did-not-converge-with-pestdf-0-8-4"></a>
+</h2>
+<p>In attachment 1, it is reported that the DFOP model does not converge
+for these datasets when PestDF 0.8.4 was used. For all four datasets,
+the DFOP model can be fitted with mkin (see below). The negative
+half-life given by PestDF 0.8.4 for these fits appears to be the result
+of a bug. The results for the other two models (SFO and IORE) are the
+same.</p>
+<div class="section level3">
+<h3 id="example-on-page-5-upper-panel">Example on page 5, upper panel<a class="anchor" aria-label="anchor" href="#example-on-page-5-upper-panel"></a>
+</h3>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p5a</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p5a"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p5a</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p5a-1.png" width="700"></p>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p5a</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 465.21753 56.27506 32.06401 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 64.4304</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 95.8401 4.67e-21 92.245 99.4357</span></span>
+<span><span class="co">## k_parent 0.0102 3.92e-12 0.009 0.0117</span></span>
+<span><span class="co">## sigma 4.8230 3.81e-06 3.214 6.4318</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.01e+02 NA 9.91e+01 1.02e+02</span></span>
+<span><span class="co">## k__iore_parent 1.54e-05 NA 4.08e-06 5.84e-05</span></span>
+<span><span class="co">## N_parent 2.57e+00 NA 2.25e+00 2.89e+00</span></span>
+<span><span class="co">## sigma 1.68e+00 NA 1.12e+00 2.24e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.99e+01 1.41e-26 98.8116 101.0810</span></span>
+<span><span class="co">## k1 2.67e-02 5.05e-06 0.0243 0.0295</span></span>
+<span><span class="co">## k2 3.41e-12 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## g 6.47e-01 3.67e-06 0.6248 0.6677</span></span>
+<span><span class="co">## sigma 1.27e+00 8.91e-06 0.8395 1.6929</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 67.7 2.25e+02 6.77e+01</span></span>
+<span><span class="co">## IORE 58.2 1.07e+03 3.22e+02</span></span>
+<span><span class="co">## DFOP 55.5 3.70e+11 2.03e+11</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 321.51</span></span></code></pre>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-5-lower-panel">Example on page 5, lower panel<a class="anchor" aria-label="anchor" href="#example-on-page-5-lower-panel"></a>
+</h3>
+<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p5b</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p5b"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p5b</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p5b-1.png" width="700"></p>
+<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p5b</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 94.81123 10.10936 7.55871 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 11.77879</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 96.497 2.32e-24 94.85271 98.14155</span></span>
+<span><span class="co">## k_parent 0.008 3.42e-14 0.00737 0.00869</span></span>
+<span><span class="co">## sigma 2.295 1.22e-05 1.47976 3.11036</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.85e+01 1.17e-28 9.79e+01 9.92e+01</span></span>
+<span><span class="co">## k__iore_parent 1.53e-04 6.50e-03 7.21e-05 3.26e-04</span></span>
+<span><span class="co">## N_parent 1.94e+00 5.88e-13 1.76e+00 2.12e+00</span></span>
+<span><span class="co">## sigma 7.49e-01 1.63e-05 4.82e-01 1.02e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.84e+01 1.24e-27 97.8078 98.9187</span></span>
+<span><span class="co">## k1 1.55e-02 4.10e-04 0.0143 0.0167</span></span>
+<span><span class="co">## k2 9.07e-12 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## g 6.89e-01 2.92e-03 0.6626 0.7142</span></span>
+<span><span class="co">## sigma 6.48e-01 2.38e-05 0.4147 0.8813</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 86.6 2.88e+02 8.66e+01</span></span>
+<span><span class="co">## IORE 85.5 7.17e+02 2.16e+02</span></span>
+<span><span class="co">## DFOP 83.6 1.25e+11 7.64e+10</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 215.87</span></span></code></pre>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-6">Example on page 6<a class="anchor" aria-label="anchor" href="#example-on-page-6"></a>
+</h3>
+<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p6</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p6"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p6</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p6-1.png" width="700"></p>
+<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p6</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 188.45361 51.00699 42.46931 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 58.39888</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 94.7759 7.29e-24 92.3478 97.2039</span></span>
+<span><span class="co">## k_parent 0.0179 8.02e-16 0.0166 0.0194</span></span>
+<span><span class="co">## sigma 3.0696 3.81e-06 2.0456 4.0936</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 97.12446 2.63e-26 95.62461 98.62431</span></span>
+<span><span class="co">## k__iore_parent 0.00252 1.95e-03 0.00134 0.00472</span></span>
+<span><span class="co">## N_parent 1.49587 4.07e-13 1.33896 1.65279</span></span>
+<span><span class="co">## sigma 1.59698 5.05e-06 1.06169 2.13227</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.66e+01 1.57e-25 95.3476 97.8979</span></span>
+<span><span class="co">## k1 2.55e-02 7.33e-06 0.0233 0.0278</span></span>
+<span><span class="co">## k2 3.84e-11 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## g 8.61e-01 7.55e-06 0.8314 0.8867</span></span>
+<span><span class="co">## sigma 1.46e+00 6.93e-06 0.9661 1.9483</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 38.6 1.28e+02 3.86e+01</span></span>
+<span><span class="co">## IORE 34.0 1.77e+02 5.32e+01</span></span>
+<span><span class="co">## DFOP 34.1 8.50e+09 1.80e+10</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 53.17</span></span></code></pre>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-7">Example on page 7<a class="anchor" aria-label="anchor" href="#example-on-page-7"></a>
+</h3>
+<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p7</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p7"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p7</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p7-1.png" width="700"></p>
+<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p7</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 3661.661 3195.030 3174.145 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 3334.194</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 96.41796 4.80e-53 93.32245 99.51347</span></span>
+<span><span class="co">## k_parent 0.00735 7.64e-21 0.00641 0.00843</span></span>
+<span><span class="co">## sigma 7.94557 1.83e-15 6.46713 9.42401</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.92e+01 NA 9.55e+01 1.03e+02</span></span>
+<span><span class="co">## k__iore_parent 1.60e-05 NA 1.45e-07 1.77e-03</span></span>
+<span><span class="co">## N_parent 2.45e+00 NA 1.35e+00 3.54e+00</span></span>
+<span><span class="co">## sigma 7.42e+00 NA 6.04e+00 8.80e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.89e+01 9.44e-49 95.4640 102.2573</span></span>
+<span><span class="co">## k1 1.81e-02 1.75e-01 0.0116 0.0281</span></span>
+<span><span class="co">## k2 3.62e-10 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## g 6.06e-01 2.19e-01 0.4826 0.7178</span></span>
+<span><span class="co">## sigma 7.40e+00 2.97e-15 6.0201 8.7754</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 94.3 3.13e+02 9.43e+01</span></span>
+<span><span class="co">## IORE 96.7 1.51e+03 4.55e+02</span></span>
+<span><span class="co">## DFOP 96.4 3.79e+09 1.92e+09</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 454.55</span></span></code></pre>
+</div>
+</div>
+<div class="section level2">
+<h2 id="examples-where-the-representative-half-life-deviates-from-the-observed-dt50">Examples where the representative half-life deviates from the
+observed DT50<a class="anchor" aria-label="anchor" href="#examples-where-the-representative-half-life-deviates-from-the-observed-dt50"></a>
+</h2>
+<div class="section level3">
+<h3 id="example-on-page-8">Example on page 8<a class="anchor" aria-label="anchor" href="#example-on-page-8"></a>
+</h3>
+<p>For this dataset, the IORE fit does not converge when the default
+starting values used by mkin for the IORE model are used. Therefore, a
+lower value for the rate constant is used here.</p>
+<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p8</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p8"</span><span class="op">]</span><span class="op">]</span>, parms.ini <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>k__iore_parent <span class="op">=</span> <span class="fl">1e-3</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb28"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p8</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p8-1.png" width="700"></p>
+<div class="sourceCode" id="cb29"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p8</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 1996.9408 444.9237 547.5616 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 477.4924</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 88.16549 6.53e-29 83.37344 92.95754</span></span>
+<span><span class="co">## k_parent 0.00803 1.67e-13 0.00674 0.00957</span></span>
+<span><span class="co">## sigma 7.44786 4.17e-10 5.66209 9.23363</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.77e+01 7.03e-35 9.44e+01 1.01e+02</span></span>
+<span><span class="co">## k__iore_parent 6.14e-05 3.20e-02 2.12e-05 1.78e-04</span></span>
+<span><span class="co">## N_parent 2.27e+00 4.23e-18 2.00e+00 2.54e+00</span></span>
+<span><span class="co">## sigma 3.52e+00 5.36e-10 2.67e+00 4.36e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 95.70619 8.99e-32 91.87941 99.53298</span></span>
+<span><span class="co">## k1 0.02500 5.25e-04 0.01422 0.04394</span></span>
+<span><span class="co">## k2 0.00273 6.84e-03 0.00125 0.00597</span></span>
+<span><span class="co">## g 0.58835 2.84e-06 0.36595 0.77970</span></span>
+<span><span class="co">## sigma 3.90001 6.94e-10 2.96260 4.83741</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 86.3 287 86.3</span></span>
+<span><span class="co">## IORE 53.4 668 201.0</span></span>
+<span><span class="co">## DFOP 55.6 517 253.0</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 201.03</span></span></code></pre>
+</div>
+</div>
+<div class="section level2">
+<h2 id="examples-where-sfo-was-not-selected-for-an-abiotic-study">Examples where SFO was not selected for an abiotic study<a class="anchor" aria-label="anchor" href="#examples-where-sfo-was-not-selected-for-an-abiotic-study"></a>
+</h2>
+<div class="section level3">
+<h3 id="example-on-page-9-upper-panel">Example on page 9, upper panel<a class="anchor" aria-label="anchor" href="#example-on-page-9-upper-panel"></a>
+</h3>
+<div class="sourceCode" id="cb31"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p9a</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p9a"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb34"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p9a</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p9a-1.png" width="700"></p>
+<div class="sourceCode" id="cb35"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p9a</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 839.35238 88.57064 9.93363 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 105.5678</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 88.1933 3.06e-12 79.9447 96.4419</span></span>
+<span><span class="co">## k_parent 0.0409 2.07e-07 0.0324 0.0516</span></span>
+<span><span class="co">## sigma 7.2429 3.92e-05 4.4768 10.0090</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.89e+01 1.12e-16 9.54e+01 1.02e+02</span></span>
+<span><span class="co">## k__iore_parent 1.93e-05 1.13e-01 3.49e-06 1.06e-04</span></span>
+<span><span class="co">## N_parent 2.91e+00 1.45e-09 2.50e+00 3.32e+00</span></span>
+<span><span class="co">## sigma 2.35e+00 5.31e-05 1.45e+00 3.26e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 9.85e+01 2.54e-20 97.390 99.672</span></span>
+<span><span class="co">## k1 1.38e-01 3.52e-05 0.131 0.146</span></span>
+<span><span class="co">## k2 9.02e-13 5.00e-01 0.000 Inf</span></span>
+<span><span class="co">## g 6.52e-01 8.13e-06 0.642 0.661</span></span>
+<span><span class="co">## sigma 7.88e-01 6.13e-02 0.481 1.095</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 16.9 5.63e+01 1.69e+01</span></span>
+<span><span class="co">## IORE 11.6 3.37e+02 1.01e+02</span></span>
+<span><span class="co">## DFOP 10.5 1.38e+12 7.68e+11</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 101.43</span></span></code></pre>
+<p>In this example, the residuals of the SFO indicate a lack of fit of
+this model, so even if it was an abiotic experiment, the data do not
+suggest a simple exponential decline.</p>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-9-lower-panel">Example on page 9, lower panel<a class="anchor" aria-label="anchor" href="#example-on-page-9-lower-panel"></a>
+</h3>
+<div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p9b</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p9b"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb40"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p9b</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p9b-1.png" width="700"></p>
+<div class="sourceCode" id="cb41"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p9b</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 35.64867 23.22334 35.64867 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 28.54188</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 94.7123 2.15e-19 93.178 96.2464</span></span>
+<span><span class="co">## k_parent 0.0389 4.47e-14 0.037 0.0408</span></span>
+<span><span class="co">## sigma 1.5957 1.28e-04 0.932 2.2595</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 93.863 2.32e-18 92.4565 95.269</span></span>
+<span><span class="co">## k__iore_parent 0.127 1.85e-02 0.0504 0.321</span></span>
+<span><span class="co">## N_parent 0.711 1.88e-05 0.4843 0.937</span></span>
+<span><span class="co">## sigma 1.288 1.76e-04 0.7456 1.830</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 94.7123 1.61e-16 93.1355 96.2891</span></span>
+<span><span class="co">## k1 0.0389 1.08e-04 0.0266 0.0569</span></span>
+<span><span class="co">## k2 0.0389 2.24e-04 0.0255 0.0592</span></span>
+<span><span class="co">## g 0.5256 5.00e-01 0.0000 1.0000</span></span>
+<span><span class="co">## sigma 1.5957 2.50e-04 0.9135 2.2779</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 17.8 59.2 17.8</span></span>
+<span><span class="co">## IORE 18.4 49.2 14.8</span></span>
+<span><span class="co">## DFOP 17.8 59.2 17.8</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 14.8</span></span></code></pre>
+<p>Here, mkin gives a longer slow DT50 for the DFOP model (17.8 days)
+than PestDF (13.5 days). Presumably, this is related to the fact that
+PestDF gives a negative value for the proportion of the fast degradation
+which should be between 0 and 1, inclusive. This parameter is called f
+in PestDF and g in mkin. In mkin, it is restricted to the interval from
+0 to 1.</p>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-10">Example on page 10<a class="anchor" aria-label="anchor" href="#example-on-page-10"></a>
+</h3>
+<div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p10</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p10"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in sqrt(diag(covar_notrans)): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb47"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p10</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p10-1.png" width="700"></p>
+<div class="sourceCode" id="cb48"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p10</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 899.4089 336.4348 899.4089 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 413.4841</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 101.7315 6.42e-11 91.9259 111.5371</span></span>
+<span><span class="co">## k_parent 0.0495 1.70e-07 0.0404 0.0607</span></span>
+<span><span class="co">## sigma 8.0152 1.28e-04 4.6813 11.3491</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 96.86 3.32e-12 90.848 102.863</span></span>
+<span><span class="co">## k__iore_parent 2.96 7.91e-02 0.687 12.761</span></span>
+<span><span class="co">## N_parent 0.00 5.00e-01 -0.372 0.372</span></span>
+<span><span class="co">## sigma 4.90 1.77e-04 2.837 6.968</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 101.7315 1.41e-09 91.6534 111.810</span></span>
+<span><span class="co">## k1 0.0495 3.04e-03 0.0188 0.131</span></span>
+<span><span class="co">## k2 0.0495 4.92e-04 0.0197 0.124</span></span>
+<span><span class="co">## g 0.4487 NaN 0.0000 1.000</span></span>
+<span><span class="co">## sigma 8.0152 2.50e-04 4.5886 11.442</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 14.0 46.5 14.00</span></span>
+<span><span class="co">## IORE 16.4 29.4 8.86</span></span>
+<span><span class="co">## DFOP 14.0 46.5 14.00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 8.86</span></span></code></pre>
+<p>Here, a value below N is given for the IORE model, because the data
+suggests a faster decline towards the end of the experiment, which
+appears physically rather unlikely in the case of a photolysis study. It
+seems PestDF does not constrain N to values above zero, thus the slight
+difference in IORE model parameters between PestDF and mkin.</p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="the-dt50-was-not-observed-during-the-study">The DT50 was not observed during the study<a class="anchor" aria-label="anchor" href="#the-dt50-was-not-observed-during-the-study"></a>
+</h2>
+<div class="section level3">
+<h3 id="example-on-page-11">Example on page 11<a class="anchor" aria-label="anchor" href="#example-on-page-11"></a>
+</h3>
+<div class="sourceCode" id="cb50"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p11</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p11"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb53"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p11</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p11-1.png" width="700"></p>
+<div class="sourceCode" id="cb54"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p11</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 579.6805 204.7932 144.7783 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 251.6944</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 96.15820 4.83e-13 90.24934 1.02e+02</span></span>
+<span><span class="co">## k_parent 0.00321 4.71e-05 0.00222 4.64e-03</span></span>
+<span><span class="co">## sigma 6.43473 1.28e-04 3.75822 9.11e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.05e+02 NA 9.90e+01 1.10e+02</span></span>
+<span><span class="co">## k__iore_parent 3.11e-17 NA 1.35e-20 7.18e-14</span></span>
+<span><span class="co">## N_parent 8.36e+00 NA 6.62e+00 1.01e+01</span></span>
+<span><span class="co">## sigma 3.82e+00 NA 2.21e+00 5.44e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.05e+02 9.47e-13 99.9990 109.1224</span></span>
+<span><span class="co">## k1 4.41e-02 5.95e-03 0.0296 0.0658</span></span>
+<span><span class="co">## k2 9.94e-13 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## g 3.22e-01 1.45e-03 0.2814 0.3650</span></span>
+<span><span class="co">## sigma 3.22e+00 3.52e-04 1.8410 4.5906</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 2.16e+02 7.18e+02 2.16e+02</span></span>
+<span><span class="co">## IORE 9.73e+02 1.37e+08 4.11e+07</span></span>
+<span><span class="co">## DFOP 3.07e+11 1.93e+12 6.98e+11</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 41148169</span></span></code></pre>
+<p>In this case, the DFOP fit reported for PestDF resulted in a negative
+value for the slower rate constant, which is not possible in mkin. The
+other results are in agreement.</p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="n-is-less-than-1-and-the-dfop-rate-constants-are-like-the-sfo-rate-constant">N is less than 1 and the DFOP rate constants are like the SFO rate
+constant<a class="anchor" aria-label="anchor" href="#n-is-less-than-1-and-the-dfop-rate-constants-are-like-the-sfo-rate-constant"></a>
+</h2>
+<p>In the following three examples, the same results are obtained with
+mkin as reported for PestDF. As in the case on page 10, the N values
+below 1 are deemed unrealistic and appear to be the result of an
+overparameterisation.</p>
+<div class="section level3">
+<h3 id="example-on-page-12-upper-panel">Example on page 12, upper panel<a class="anchor" aria-label="anchor" href="#example-on-page-12-upper-panel"></a>
+</h3>
+<div class="sourceCode" id="cb56"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p12a</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p12a"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in summary.mkinfit(x): Could not calculate correlation; no covariance</span></span>
+<span><span class="co">## matrix</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in sqrt(diag(covar_notrans)): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb61"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p12a</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p12a-1.png" width="700"></p>
+<div class="sourceCode" id="cb62"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p12a</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 695.4440 220.0685 695.4440 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 270.4679</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 100.521 8.75e-12 92.461 108.581</span></span>
+<span><span class="co">## k_parent 0.124 3.61e-08 0.104 0.148</span></span>
+<span><span class="co">## sigma 7.048 1.28e-04 4.116 9.980</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 96.823 NA NA NA</span></span>
+<span><span class="co">## k__iore_parent 2.436 NA NA NA</span></span>
+<span><span class="co">## N_parent 0.263 NA NA NA</span></span>
+<span><span class="co">## sigma 3.965 NA NA NA</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 100.521 2.74e-10 92.2366 108.805</span></span>
+<span><span class="co">## k1 0.124 2.53e-05 0.0908 0.170</span></span>
+<span><span class="co">## k2 0.124 2.52e-02 0.0456 0.339</span></span>
+<span><span class="co">## g 0.793 NaN 0.0000 1.000</span></span>
+<span><span class="co">## sigma 7.048 2.50e-04 4.0349 10.061</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 5.58 18.5 5.58</span></span>
+<span><span class="co">## IORE 6.49 13.2 3.99</span></span>
+<span><span class="co">## DFOP 5.58 18.5 5.58</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 3.99</span></span></code></pre>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-12-lower-panel">Example on page 12, lower panel<a class="anchor" aria-label="anchor" href="#example-on-page-12-lower-panel"></a>
+</h3>
+<div class="sourceCode" id="cb64"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p12b</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p12b"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in sqrt(diag(covar)): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in qt(alpha/2, rdf): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in qt(1 - alpha/2, rdf): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in pt(abs(tval), rdf, lower.tail = FALSE): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in cov2cor(ans$covar): diag(V) had non-positive or NA entries; the</span></span>
+<span><span class="co">## non-finite result may be dubious</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb72"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p12b</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p12b-1.png" width="700"></p>
+<div class="sourceCode" id="cb73"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p12b</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 58.90242 19.06353 58.90242 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 51.51756</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 97.6840 0.00039 85.9388 109.4292</span></span>
+<span><span class="co">## k_parent 0.0589 0.00261 0.0431 0.0805</span></span>
+<span><span class="co">## sigma 3.4323 0.04356 -1.2377 8.1023</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 95.523 0.0055 74.539157 116.51</span></span>
+<span><span class="co">## k__iore_parent 0.333 0.1433 0.000717 154.57</span></span>
+<span><span class="co">## N_parent 0.568 0.0677 -0.989464 2.13</span></span>
+<span><span class="co">## sigma 1.953 0.0975 -5.893100 9.80</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 97.6840 NaN NaN NaN</span></span>
+<span><span class="co">## k1 0.0589 NaN NA NA</span></span>
+<span><span class="co">## k2 0.0589 NaN NA NA</span></span>
+<span><span class="co">## g 0.6473 NaN NA NA</span></span>
+<span><span class="co">## sigma 3.4323 NaN NaN NaN</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 11.8 39.1 11.80</span></span>
+<span><span class="co">## IORE 12.9 31.4 9.46</span></span>
+<span><span class="co">## DFOP 11.8 39.1 11.80</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 9.46</span></span></code></pre>
+</div>
+<div class="section level3">
+<h3 id="example-on-page-13">Example on page 13<a class="anchor" aria-label="anchor" href="#example-on-page-13"></a>
+</h3>
+<div class="sourceCode" id="cb75"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p13</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p13"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb78"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p13</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p13-1.png" width="700"></p>
+<div class="sourceCode" id="cb79"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p13</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 174.5971 142.3951 174.5971 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 172.131</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 92.73500 5.99e-17 89.61936 95.85065</span></span>
+<span><span class="co">## k_parent 0.00258 2.42e-09 0.00223 0.00299</span></span>
+<span><span class="co">## sigma 3.41172 7.07e-05 2.05455 4.76888</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 91.6016 6.34e-16 88.53086 94.672</span></span>
+<span><span class="co">## k__iore_parent 0.0396 2.36e-01 0.00207 0.759</span></span>
+<span><span class="co">## N_parent 0.3541 1.46e-01 -0.35153 1.060</span></span>
+<span><span class="co">## sigma 3.0811 9.64e-05 1.84296 4.319</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 92.73500 NA 8.95e+01 95.92118</span></span>
+<span><span class="co">## k1 0.00258 NA 4.18e-04 0.01592</span></span>
+<span><span class="co">## k2 0.00258 NA 1.75e-03 0.00381</span></span>
+<span><span class="co">## g 0.16452 NA 0.00e+00 1.00000</span></span>
+<span><span class="co">## sigma 3.41172 NA 2.02e+00 4.79960</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 269 892 269</span></span>
+<span><span class="co">## IORE 261 560 169</span></span>
+<span><span class="co">## DFOP 269 892 269</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 168.51</span></span></code></pre>
+</div>
+</div>
+<div class="section level2">
+<h2 id="dt50-not-observed-in-the-study-and-dfop-problems-in-pestdf">DT50 not observed in the study and DFOP problems in PestDF<a class="anchor" aria-label="anchor" href="#dt50-not-observed-in-the-study-and-dfop-problems-in-pestdf"></a>
+</h2>
+<div class="sourceCode" id="cb81"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p14</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p14"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in sqrt(diag(covar)): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in cov2cor(ans$covar): diag(V) had non-positive or NA entries; the</span></span>
+<span><span class="co">## non-finite result may be dubious</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb86"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p14</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p14-1.png" width="700"></p>
+<div class="sourceCode" id="cb87"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p14</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 48.43249 28.67746 27.26248 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 32.83337</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 99.47124 2.06e-30 98.42254 1.01e+02</span></span>
+<span><span class="co">## k_parent 0.00279 3.75e-15 0.00256 3.04e-03</span></span>
+<span><span class="co">## sigma 1.55616 3.81e-06 1.03704 2.08e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.00e+02 NA NaN NaN</span></span>
+<span><span class="co">## k__iore_parent 9.44e-08 NA NaN NaN</span></span>
+<span><span class="co">## N_parent 3.31e+00 NA NaN NaN</span></span>
+<span><span class="co">## sigma 1.20e+00 NA 0.796 1.6</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.00e+02 2.96e-28 99.40280 101.2768</span></span>
+<span><span class="co">## k1 9.53e-03 1.20e-01 0.00638 0.0143</span></span>
+<span><span class="co">## k2 5.21e-12 5.00e-01 0.00000 Inf</span></span>
+<span><span class="co">## g 3.98e-01 2.19e-01 0.30481 0.4998</span></span>
+<span><span class="co">## sigma 1.17e+00 7.68e-06 0.77406 1.5610</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 2.48e+02 8.25e+02 2.48e+02</span></span>
+<span><span class="co">## IORE 4.34e+02 2.22e+04 6.70e+03</span></span>
+<span><span class="co">## DFOP 3.55e+10 3.44e+11 1.33e+11</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 6697.44</span></span></code></pre>
+<p>The slower rate constant reported by PestDF is negative, which is not
+physically realistic, and not possible in mkin. The other fits give the
+same results in mkin and PestDF.</p>
+</div>
+<div class="section level2">
+<h2 id="n-is-less-than-1-and-dfop-fraction-parameter-is-below-zero">N is less than 1 and DFOP fraction parameter is below zero<a class="anchor" aria-label="anchor" href="#n-is-less-than-1-and-dfop-fraction-parameter-is-below-zero"></a>
+</h2>
+<div class="sourceCode" id="cb89"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p15a</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p15a"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in sqrt(diag(covar)): NaNs produced</span></span></code></pre>
+<pre><code><span><span class="co">## Warning in cov2cor(ans$covar): diag(V) had non-positive or NA entries; the</span></span>
+<span><span class="co">## non-finite result may be dubious</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb94"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p15a</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p15a-1.png" width="700"></p>
+<div class="sourceCode" id="cb95"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p15a</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 245.5248 135.0132 245.5248 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 165.9335</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 97.96751 2.00e-15 94.32049 101.615</span></span>
+<span><span class="co">## k_parent 0.00952 4.93e-09 0.00824 0.011</span></span>
+<span><span class="co">## sigma 4.18778 1.28e-04 2.44588 5.930</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 95.874 2.94e-15 92.937 98.811</span></span>
+<span><span class="co">## k__iore_parent 0.629 2.11e-01 0.044 8.982</span></span>
+<span><span class="co">## N_parent 0.000 5.00e-01 -0.642 0.642</span></span>
+<span><span class="co">## sigma 3.105 1.78e-04 1.795 4.416</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 97.96751 2.85e-13 94.21913 101.7159</span></span>
+<span><span class="co">## k1 0.00952 6.28e-02 0.00260 0.0349</span></span>
+<span><span class="co">## k2 0.00952 1.27e-04 0.00652 0.0139</span></span>
+<span><span class="co">## g 0.21241 5.00e-01 NA NA</span></span>
+<span><span class="co">## sigma 4.18778 2.50e-04 2.39747 5.9781</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 72.8 242 72.8</span></span>
+<span><span class="co">## IORE 76.3 137 41.3</span></span>
+<span><span class="co">## DFOP 72.8 242 72.8</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 41.33</span></span></code></pre>
+<div class="sourceCode" id="cb97"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p15b</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p15b"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Warning in summary.mkinfit(x): Could not calculate correlation; no covariance</span></span>
+<span><span class="co">## matrix</span></span></code></pre>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The half-life obtained from the IORE model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb101"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p15b</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p15b-1.png" width="700"></p>
+<div class="sourceCode" id="cb102"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p15b</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 106.91629 68.55574 106.91629 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 84.25618</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.01e+02 3.06e-17 98.31594 1.03e+02</span></span>
+<span><span class="co">## k_parent 4.86e-03 2.48e-10 0.00435 5.42e-03</span></span>
+<span><span class="co">## sigma 2.76e+00 1.28e-04 1.61402 3.91e+00</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 99.83 1.81e-16 97.51348 102.14</span></span>
+<span><span class="co">## k__iore_parent 0.38 3.22e-01 0.00352 41.05</span></span>
+<span><span class="co">## N_parent 0.00 5.00e-01 -1.07696 1.08</span></span>
+<span><span class="co">## sigma 2.21 2.57e-04 1.23245 3.19</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 1.01e+02 NA NA NA</span></span>
+<span><span class="co">## k1 4.86e-03 NA NA NA</span></span>
+<span><span class="co">## k2 4.86e-03 NA NA NA</span></span>
+<span><span class="co">## g 1.88e-01 NA NA NA</span></span>
+<span><span class="co">## sigma 2.76e+00 NA NA NA</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 143 474 143.0</span></span>
+<span><span class="co">## IORE 131 236 71.2</span></span>
+<span><span class="co">## DFOP 143 474 143.0</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 71.18</span></span></code></pre>
+<p>In mkin, only the IORE fit is affected (deemed unrealistic), as the
+fraction parameter of the DFOP model is restricted to the interval
+between 0 and 1 in mkin. The SFO fits give the same results for both
+mkin and PestDF.</p>
+</div>
+<div class="section level2">
+<h2 id="the-dfop-fraction-parameter-is-greater-than-1">The DFOP fraction parameter is greater than 1<a class="anchor" aria-label="anchor" href="#the-dfop-fraction-parameter-is-greater-than-1"></a>
+</h2>
+<div class="sourceCode" id="cb104"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">p16</span> <span class="op">&lt;-</span> <span class="fu"><a href="../../reference/nafta.html">nafta</a></span><span class="op">(</span><span class="va">NAFTA_SOP_Attachment</span><span class="op">[[</span><span class="st">"p16"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></span></code></pre>
+<pre><code><span><span class="co">## The representative half-life of the IORE model is longer than the one corresponding</span></span></code></pre>
+<pre><code><span><span class="co">## to the terminal degradation rate found with the DFOP model.</span></span></code></pre>
+<pre><code><span><span class="co">## The representative half-life obtained from the DFOP model may be used</span></span></code></pre>
+<div class="sourceCode" id="cb109"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/plot.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">p16</span><span class="op">)</span></span></code></pre></div>
+<p><img src="NAFTA_examples_files/figure-html/p16-1.png" width="700"></p>
+<div class="sourceCode" id="cb110"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><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">p16</span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## Sums of squares:</span></span>
+<span><span class="co">## SFO IORE DFOP </span></span>
+<span><span class="co">## 3831.804 2062.008 1550.980 </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Critical sum of squares for checking the SFO model:</span></span>
+<span><span class="co">## [1] 2247.348</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Parameters:</span></span>
+<span><span class="co">## $SFO</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 71.953 2.33e-13 60.509 83.40</span></span>
+<span><span class="co">## k_parent 0.159 4.86e-05 0.102 0.25</span></span>
+<span><span class="co">## sigma 11.302 1.25e-08 8.308 14.30</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $IORE</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 8.74e+01 2.48e-16 7.72e+01 97.52972</span></span>
+<span><span class="co">## k__iore_parent 4.55e-04 2.16e-01 3.48e-05 0.00595</span></span>
+<span><span class="co">## N_parent 2.70e+00 1.21e-08 1.99e+00 3.40046</span></span>
+<span><span class="co">## sigma 8.29e+00 1.61e-08 6.09e+00 10.49062</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## $DFOP</span></span>
+<span><span class="co">## Estimate Pr(&gt;t) Lower Upper</span></span>
+<span><span class="co">## parent_0 88.5333 7.40e-18 79.9836 97.083</span></span>
+<span><span class="co">## k1 18.8461 5.00e-01 0.0000 Inf</span></span>
+<span><span class="co">## k2 0.0776 1.41e-05 0.0518 0.116</span></span>
+<span><span class="co">## g 0.4733 1.41e-09 0.3674 0.582</span></span>
+<span><span class="co">## sigma 7.1902 2.11e-08 5.2785 9.102</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## DTx values:</span></span>
+<span><span class="co">## DT50 DT90 DT50_rep</span></span>
+<span><span class="co">## SFO 4.35 14.4 4.35</span></span>
+<span><span class="co">## IORE 1.48 32.1 9.67</span></span>
+<span><span class="co">## DFOP 0.67 21.4 8.93</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">## Representative half-life:</span></span>
+<span><span class="co">## [1] 8.93</span></span></code></pre>
+<p>In PestDF, the DFOP fit seems to have stuck in a local minimum, as
+mkin finds a solution with a much lower
+<math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"><semantics><msup><mi>χ</mi><mn>2</mn></msup><annotation encoding="application/x-tex">\chi^2</annotation></semantics></math>
+error level. As the half-life from the slower rate constant of the DFOP
+model is larger than the IORE derived half-life, the NAFTA
+recommendation obtained with mkin is to use the DFOP representative
+half-life of 8.9 days.</p>
+</div>
+<div class="section level2">
+<h2 id="conclusions">Conclusions<a class="anchor" aria-label="anchor" href="#conclusions"></a>
+</h2>
+<p>The results obtained with mkin deviate from the results obtained with
+PestDF either in cases where one of the interpretive rules would apply,
+i.e. the IORE parameter N is less than one or the DFOP k values obtained
+with PestDF are equal to the SFO k values, or in cases where the DFOP
+model did not converge, which often lead to negative rate constants
+returned by PestDF.</p>
+<p>Therefore, mkin appears to suitable for kinetic evaluations according
+to the NAFTA guidance.</p>
+</div>
+<div class="section level2">
+<h2 class="unnumbered" id="references">References<a class="anchor" aria-label="anchor" href="#references"></a>
+</h2>
+<div id="refs" class="references csl-bib-body hanging-indent">
+<div id="ref-usepa2015" class="csl-entry">
+US EPA. 2015. <span>“Standard Operating Procedure for Using the NAFTA
+Guidance to Calculate Representative Half-Life Values and Characterizing
+Pesticide Degradation.”</span> <a href="https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance" class="external-link">https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/standard-operating-procedure-using-nafta-guidance</a>.
+</div>
+</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="pkgdown-footer-left">
+ <p>Developed by Johannes Ranke.</p>
+</div>
+
+<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>
+
+
+
+
+
+ </body>
+</html>

Contact - Imprint