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- <h1 data-toc-skip>Calculation of time weighted average
-concentrations with mkin</h1>
- <h4 data-toc-skip class="author">Johannes
-Ranke</h4>
-
- <h4 data-toc-skip class="date">Last change 18 September 2019
-(rebuilt 2023-04-16)</h4>
-
- <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/twa.rmd" class="external-link"><code>vignettes/twa.rmd</code></a></small>
- <div class="hidden name"><code>twa.rmd</code></div>
-
- </div>
-
-
-
-<p>Since version 0.9.45.1 of the ‘mkin’ package, a function for
-calculating time weighted average concentrations for decline kinetics
-(<em>i.e.</em> only for the compound applied in the experiment) is
-included. Strictly speaking, they are maximum moving window time
-weighted average concentrations, <em>i.e.</em> the maximum time weighted
-average concentration that can be found when moving a time window of a
-specified width over the decline curve.</p>
-<p>Time weighted average concentrations for the SFO, FOMC and the DFOP
-model are calculated using the formulas given in the FOCUS kinetics
-guidance <span class="citation">(FOCUS Work Group on Degradation
-Kinetics 2014, 251)</span>:</p>
-<p>SFO:</p>
-<p><span class="math display">\[c_\textrm{twa} = c_0 \frac{\left( 1 -
-e^{- k t} \right)}{ k t} \]</span></p>
-<p>FOMC:</p>
-<p><span class="math display">\[c_\textrm{twa} = c_0 \frac{\beta}{t (1 -
-\alpha)}
- \left( \left(\frac{t}{\beta} + 1 \right)^{1 - \alpha}
-- 1 \right) \]</span></p>
-<p>DFOP:</p>
-<p><span class="math display">\[c_\textrm{twa} = \frac{c_0}{t} \left(
- \frac{g}{k_1} \left( 1 - e^{- k_1 t} \right) +
- \frac{1-g}{k_2} \left( 1 - e^{- k_2 t} \right) \right) \]</span></p>
-<p>HS for <span class="math inline">\(t &gt; t_b\)</span>:</p>
-<p><span class="math display">\[c_\textrm{twa} = \frac{c_0}{t} \left(
- \frac{1}{k_1} \left( 1 - e^{- k_1 t_b} \right) +
- \frac{e^{- k_1 t_b}}{k_2} \left( 1 - e^{- k_2 (t - t_b)}
-\right) \right) \]</span></p>
-<p>Often, the ratio between the time weighted average concentration
-<span class="math inline">\(c_\textrm{twa}\)</span> and the initial
-concentration <span class="math inline">\(c_0\)</span></p>
-<p><span class="math display">\[f_\textrm{twa} =
-\frac{c_\textrm{twa}}{c_0}\]</span></p>
-<p>is needed. This can be calculated from the fitted initial
-concentration <span class="math inline">\(c_0\)</span> and the time
-weighted average concentration <span class="math inline">\(c_\textrm{twa}\)</span>, or directly from the
-model parameters using the following formulas:</p>
-<p>SFO:</p>
-<p><span class="math display">\[f_\textrm{twa} = \frac{\left( 1 - e^{- k
-t} \right)}{k t} \]</span></p>
-<p>FOMC:</p>
-<p><span class="math display">\[f_\textrm{twa} = \frac{\beta}{t (1 -
-\alpha)}
- \left( \left(\frac{t}{\beta} + 1 \right)^{1 - \alpha}
-- 1 \right) \]</span></p>
-<p>DFOP:</p>
-<p><span class="math display">\[f_\textrm{twa} = \frac{1}{t} \left(
- \frac{g}{k_1} \left( 1 - e^{- k_1 t} \right) +
- \frac{1-g}{k_2} \left( 1 - e^{- k_2 t} \right) \right) \]</span></p>
-<p>HS for <span class="math inline">\(t &gt; t_b\)</span>:</p>
-<p><span class="math display">\[f_\textrm{twa} = \frac{1}{t} \left(
- \frac{1}{k_1} \left( 1 - e^{- k_1 t_b} \right) +
- \frac{e^{- k_1 t_b}}{k_2} \left( 1 - e^{- k_2 (t - t_b)}
-\right) \right) \]</span></p>
-<p>Note that a method for calculating maximum moving window time
-weighted average concentrations for a model fitted by ‘mkinfit’ or from
-parent decline model parameters is included in the
-<code><a href="../reference/max_twa_parent.html">max_twa_parent()</a></code> function. If the same is needed for
-metabolites, the function <code><a href="https://pkgdown.jrwb.de/pfm/reference/max_twa.html" class="external-link">pfm::max_twa()</a></code> from the ‘pfm’
-package can be used.</p>
-<div id="refs" class="references csl-bib-body hanging-indent">
-<div id="ref-FOCUSkinetics2014" class="csl-entry">
-FOCUS Work Group on Degradation Kinetics. 2014. <em>Generic Guidance for
-Estimating Persistence and Degradation Kinetics from Environmental Fate
-Studies on Pesticides in EU Registration</em>. 1.1 ed. <a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a>.
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