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- </header><div class="row"> - <div class="col-md-9 contents"> - <div class="page-header toc-ignore"> - <h1 data-toc-skip>Testing hierarchical pathway kinetics with -residue data on dimethenamid and dimethenamid-P</h1> + +<div class="row"> + <main id="main" class="col-md-9"><div class="page-header"> + + <h1>Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</h1> <h4 data-toc-skip class="author">Johannes Ranke</h4> <h4 data-toc-skip class="date">Last change on 20 April 2023, -last compiled on 19 Mai 2023</h4> +last compiled on 16 Februar 2025</h4> <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/prebuilt/2022_dmta_pathway.rmd" class="external-link"><code>vignettes/prebuilt/2022_dmta_pathway.rmd</code></a></small> - <div class="hidden name"><code>2022_dmta_pathway.rmd</code></div> - + <div class="d-none name"><code>2022_dmta_pathway.rmd</code></div> </div> @@ -156,7 +104,7 @@ can be fitted with the mkin package.</p> 173340 (Application of nonlinear hierarchical models to the kinetic evaluation of chemical degradation data) of the German Environment Agency carried out in 2022 and 2023.</p> -<p>The mkin package is used in version 1.2.5, which is currently under +<p>The mkin package is used in version 1.2.10, which is currently under development. It contains the test data, and the functions used in the evaluations. The <code>saemix</code> package is used as a backend for fitting the NLHM, but is also loaded to make the convergence plot @@ -1497,7 +1445,7 @@ of parent models tested here.</p> <td align="left">dfop_path_1</td> <td align="left">OK</td> <td align="left">OK</td> -<td align="left">C</td> +<td align="left">OK</td> <td align="left">OK</td> <td align="left">OK</td> <td align="left">OK</td> @@ -1515,7 +1463,7 @@ of parent models tested here.</p> <td align="left">hs_path_1</td> <td align="left">C</td> <td align="left">C</td> -<td align="left">C</td> +<td align="left">OK</td> <td align="left">C</td> <td align="left">C</td> <td align="left">C</td> @@ -1553,24 +1501,24 @@ not converge with default settings.</p> <td align="left">fomc_path_1</td> <td align="left">OK</td> <td align="left">OK</td> -<td align="left">C</td> <td align="left">OK</td> <td align="left">OK</td> -<td align="left">C</td> +<td align="left">OK</td> +<td align="left">OK</td> </tr> <tr class="odd"> <td align="left">dfop_path_1</td> <td align="left">OK</td> <td align="left">C</td> <td align="left">OK</td> -<td align="left">OK</td> +<td align="left">C</td> <td align="left">OK</td> <td align="left">OK</td> </tr> <tr class="even"> <td align="left">sforb_path_1</td> <td align="left">OK</td> -<td align="left">C</td> +<td align="left">OK</td> <td align="left">OK</td> <td align="left">OK</td> <td align="left">OK</td> @@ -1583,7 +1531,7 @@ not converge with default settings.</p> <td align="left">C</td> <td align="left">C</td> <td align="left">C</td> -<td align="left">OK</td> +<td align="left">C</td> </tr> </tbody> </table> @@ -1644,8 +1592,6 @@ than twenty minutes.</p> successfully.</p> <div class="sourceCode" id="cb8"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">saem_1</span><span class="op">)</span> <span class="op">|></span> <span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span>digits <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></code></pre></div> -<pre><code>Warning in FUN(X[[i]], ...): Could not obtain log likelihood with 'is' method -for sforb_path_1 const</code></pre> <table class="table"> <thead><tr class="header"> <th align="left"></th> @@ -1665,58 +1611,65 @@ for sforb_path_1 const</code></pre> <tr class="even"> <td align="left">sfo_path_1 tc</td> <td align="right">18</td> -<td align="right">2276.3</td> -<td align="right">2272.5</td> -<td align="right">-1120.1</td> +<td align="right">2276.4</td> +<td align="right">2272.7</td> +<td align="right">-1120.2</td> </tr> <tr class="odd"> <td align="left">fomc_path_1 const</td> <td align="right">19</td> -<td align="right">2099.0</td> -<td align="right">2095.0</td> -<td align="right">-1030.5</td> +<td align="right">2095.9</td> +<td align="right">2091.9</td> +<td align="right">-1028.9</td> </tr> <tr class="even"> <td align="left">fomc_path_1 tc</td> <td align="right">20</td> -<td align="right">1939.6</td> -<td align="right">1935.5</td> -<td align="right">-949.8</td> +<td align="right">1939.0</td> +<td align="right">1934.8</td> +<td align="right">-949.5</td> </tr> <tr class="odd"> <td align="left">dfop_path_1 const</td> <td align="right">21</td> -<td align="right">2038.8</td> -<td align="right">2034.4</td> -<td align="right">-998.4</td> +<td align="right">2039.7</td> +<td align="right">2035.3</td> +<td align="right">-998.8</td> </tr> <tr class="even"> -<td align="left">hs_path_1 const</td> +<td align="left">sforb_path_1 const</td> <td align="right">21</td> -<td align="right">2024.2</td> -<td align="right">2019.8</td> -<td align="right">-991.1</td> +<td align="right">2017.7</td> +<td align="right">2013.4</td> +<td align="right">-987.9</td> </tr> <tr class="odd"> +<td align="left">hs_path_1 const</td> +<td align="right">21</td> +<td align="right">2023.7</td> +<td align="right">2019.3</td> +<td align="right">-990.9</td> +</tr> +<tr class="even"> <td align="left">dfop_path_1 tc</td> <td align="right">22</td> -<td align="right">1879.8</td> -<td align="right">1875.2</td> -<td align="right">-917.9</td> +<td align="right">1881.7</td> +<td align="right">1877.1</td> +<td align="right">-918.9</td> </tr> -<tr class="even"> +<tr class="odd"> <td align="left">sforb_path_1 tc</td> <td align="right">22</td> -<td align="right">1832.9</td> -<td align="right">1828.3</td> -<td align="right">-894.4</td> +<td align="right">1832.7</td> +<td align="right">1828.1</td> +<td align="right">-894.3</td> </tr> -<tr class="odd"> +<tr class="even"> <td align="left">hs_path_1 tc</td> <td align="right">22</td> -<td align="right">1831.4</td> -<td align="right">1826.8</td> -<td align="right">-893.7</td> +<td align="right">1831.6</td> +<td align="right">1827.0</td> +<td align="right">-893.8</td> </tr> </tbody> </table> @@ -1741,7 +1694,7 @@ Matrix<a class="anchor" aria-label="anchor" href="#parameter-identifiability-bas model parameters such as standard deviations of the degradation parameters in the population and error model parameters can be found.</p> -<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span><span class="fu"><a href="../../reference/illparms.html">illparms</a></span><span class="op">(</span><span class="va">saem_1</span><span class="op">)</span> <span class="op">|></span> <span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div> <table class="table"> <thead><tr class="header"> @@ -1767,7 +1720,7 @@ found.</p> </tr> <tr class="even"> <td align="left">sforb_path_1</td> -<td align="left"></td> +<td align="left">sd(log_k_DMTA_bound_free)</td> <td align="left">sd(log_k_DMTA_bound_free)</td> </tr> <tr class="odd"> @@ -1787,13 +1740,13 @@ two-component error, the random effect for the rate constant from reversibly bound DMTA to the free DMTA (<code>k_DMTA_bound_free</code>) is not well-defined. Therefore, the fit is updated without assuming a random effect for this parameter.</p> -<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span><span class="va">saem_sforb_path_1_tc_reduced</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/update.html" class="external-link">update</a></span><span class="op">(</span><span class="va">saem_1</span><span class="op">[[</span><span class="st">"sforb_path_1"</span>, <span class="st">"tc"</span><span class="op">]</span><span class="op">]</span>,</span> <span> no_random_effect <span class="op">=</span> <span class="st">"log_k_DMTA_bound_free"</span><span class="op">)</span></span> <span><span class="fu"><a href="../../reference/illparms.html">illparms</a></span><span class="op">(</span><span class="va">saem_sforb_path_1_tc_reduced</span><span class="op">)</span></span></code></pre></div> <p>As expected, no ill-defined parameters remain. The model comparison below shows that the reduced model is preferable.</p> -<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/stats/anova.html" class="external-link">anova</a></span><span class="op">(</span><span class="va">saem_1</span><span class="op">[[</span><span class="st">"sforb_path_1"</span>, <span class="st">"tc"</span><span class="op">]</span><span class="op">]</span>, <span class="va">saem_sforb_path_1_tc_reduced</span><span class="op">)</span> <span class="op">|></span> <span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span>digits <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></code></pre></div> <table class="table"> <thead><tr class="header"> @@ -1807,21 +1760,21 @@ below shows that the reduced model is preferable.</p> <tr class="odd"> <td align="left">saem_sforb_path_1_tc_reduced</td> <td align="right">21</td> -<td align="right">1830.3</td> -<td align="right">1825.9</td> +<td align="right">1830.4</td> +<td align="right">1826.0</td> <td align="right">-894.2</td> </tr> <tr class="even"> <td align="left">saem_1[[“sforb_path_1”, “tc”]]</td> <td align="right">22</td> -<td align="right">1832.9</td> -<td align="right">1828.3</td> -<td align="right">-894.4</td> +<td align="right">1832.7</td> +<td align="right">1828.1</td> +<td align="right">-894.3</td> </tr> </tbody> </table> <p>The convergence plot of the refined fit is shown below.</p> -<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb12"><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">saem_sforb_path_1_tc_reduced</span><span class="op">$</span><span class="va">so</span>, plot.type <span class="op">=</span> <span class="st">"convergence"</span><span class="op">)</span></span></code></pre></div> <p><img src="2022_dmta_pathway_files/figure-html/saem-sforb-path-1-tc-reduced-convergence-1.png" width="700" style="display: block; margin: auto;"></p> <p>For some parameters, for example for <code>f_DMTA_ilr_1</code> and @@ -1840,14 +1793,16 @@ saemix.</p> </h3> <p>As an alternative check of parameter identifiability <span class="citation">(Duchesne et al. 2021)</span>, multistart runs were performed on the basis of the refined fit shown above.</p> -<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r"> +<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r"> <code class="sourceCode R"><span><span class="va">saem_sforb_path_1_tc_reduced_multi</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/multistart.html">multistart</a></span><span class="op">(</span><span class="va">saem_sforb_path_1_tc_reduced</span>,</span> <span> n <span class="op">=</span> <span class="fl">32</span>, cores <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div> +<pre><code> + (subscript) logical subscript too long</code></pre> <div class="sourceCode" id="cb15"><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">saem_sforb_path_1_tc_reduced_multi</span><span class="op">)</span></span></code></pre></div> <pre><code><multistart> object with 32 fits: E OK -15 17 + 7 25 OK: Fit terminated successfully E: Error</code></pre> <p>Out of the 32 fits that were initiated, only 17 terminated without an @@ -1972,13 +1927,13 @@ error<a class="anchor" aria-label="anchor" href="#improved-fit-of-the-sforb-path <div class="section level3"> <h3 id="session-info">Session info<a class="anchor" aria-label="anchor" href="#session-info"></a> </h3> -<pre><code>R version 4.3.0 (2023-04-21) -Platform: x86_64-pc-linux-gnu (64-bit) +<pre><code>R version 4.4.2 (2024-10-31) +Platform: x86_64-pc-linux-gnu Running under: Debian GNU/Linux 12 (bookworm) Matrix products: default -BLAS: /usr/lib/x86_64-linux-gnu/openblas-serial/libblas.so.3 -LAPACK: /usr/lib/x86_64-linux-gnu/openblas-serial/libopenblas-r0.3.21.so; LAPACK version 3.11.0 +BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.11.0 +LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.11.0 locale: [1] LC_CTYPE=de_DE.UTF-8 LC_NUMERIC=C @@ -1996,62 +1951,52 @@ attached base packages: [8] base other attached packages: -[1] saemix_3.2 npde_3.3 knitr_1.42 mkin_1.2.5 +[1] rmarkdown_2.29 nvimcom_0.9-167 saemix_3.3 npde_3.5 +[5] knitr_1.49 mkin_1.2.10 loaded via a namespace (and not attached): - [1] sass_0.4.6 utf8_1.2.3 generics_0.1.3 stringi_1.7.12 - [5] lattice_0.21-8 digest_0.6.31 magrittr_2.0.3 evaluate_0.21 - [9] grid_4.3.0 fastmap_1.1.1 rprojroot_2.0.3 jsonlite_1.8.4 -[13] processx_3.8.1 pkgbuild_1.4.0 deSolve_1.35 DBI_1.1.3 -[17] mclust_6.0.0 ps_1.7.5 gridExtra_2.3 purrr_1.0.1 -[21] fansi_1.0.4 scales_1.2.1 codetools_0.2-19 textshaping_0.3.6 -[25] jquerylib_0.1.4 cli_3.6.1 crayon_1.5.2 rlang_1.1.1 -[29] munsell_0.5.0 cachem_1.0.8 yaml_2.3.7 inline_0.3.19 -[33] tools_4.3.0 memoise_2.0.1 dplyr_1.1.2 colorspace_2.1-0 -[37] ggplot2_3.4.2 vctrs_0.6.2 R6_2.5.1 zoo_1.8-12 -[41] lifecycle_1.0.3 stringr_1.5.0 fs_1.6.2 ragg_1.2.5 -[45] callr_3.7.3 pkgconfig_2.0.3 desc_1.4.2 pkgdown_2.0.7 -[49] bslib_0.4.2 pillar_1.9.0 gtable_0.3.3 glue_1.6.2 -[53] systemfonts_1.0.4 highr_0.10 xfun_0.39 tibble_3.2.1 -[57] lmtest_0.9-40 tidyselect_1.2.0 htmltools_0.5.5 nlme_3.1-162 -[61] rmarkdown_2.21 compiler_4.3.0 prettyunits_1.1.1</code></pre> + [1] sass_0.4.9 utf8_1.2.4 generics_0.1.3 lattice_0.22-6 + [5] digest_0.6.37 magrittr_2.0.3 evaluate_1.0.1 grid_4.4.2 + [9] fastmap_1.2.0 jsonlite_1.8.9 processx_3.8.4 pkgbuild_1.4.5 +[13] deSolve_1.40 mclust_6.1.1 ps_1.8.1 gridExtra_2.3 +[17] fansi_1.0.6 scales_1.3.0 codetools_0.2-20 textshaping_0.4.1 +[21] jquerylib_0.1.4 cli_3.6.3 rlang_1.1.4 munsell_0.5.1 +[25] cachem_1.1.0 yaml_2.3.10 inline_0.3.20 tools_4.4.2 +[29] dplyr_1.1.4 colorspace_2.1-1 ggplot2_3.5.1 vctrs_0.6.5 +[33] R6_2.5.1 zoo_1.8-12 lifecycle_1.0.4 fs_1.6.5 +[37] htmlwidgets_1.6.4 MASS_7.3-61 ragg_1.3.3 pkgconfig_2.0.3 +[41] desc_1.4.3 callr_3.7.6 pkgdown_2.1.1 pillar_1.9.0 +[45] bslib_0.8.0 gtable_0.3.6 glue_1.8.0 systemfonts_1.1.0 +[49] xfun_0.49 tibble_3.2.1 lmtest_0.9-40 tidyselect_1.2.1 +[53] htmltools_0.5.8.1 nlme_3.1-166 compiler_4.4.2 </code></pre> </div> <div class="section level3"> <h3 id="hardware-info">Hardware info<a class="anchor" aria-label="anchor" href="#hardware-info"></a> </h3> <pre><code>CPU model: AMD Ryzen 9 7950X 16-Core Processor</code></pre> -<pre><code>MemTotal: 64925476 kB</code></pre> +<pre><code>MemTotal: 64927788 kB</code></pre> </div> </div> - </div> - - <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> - - <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2> - </nav> -</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> + </footer> </div> - - + </body> </html> |