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data-toc-skip>Testing hierarchical parent degradation kinetics -with residue data on dimethenamid and dimethenamid-P</h1> +<div class="row"> + <main id="main" class="col-md-9"><div class="page-header"> + <img src="" class="logo" alt=""><h1>Testing hierarchical parent degradation 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 5 January -2023, last compiled on 30 October 2023</h4> +2023, last compiled on 16 November 2023</h4> <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/vignettes/prebuilt/2022_dmta_parent.rmd" class="external-link"><code>vignettes/prebuilt/2022_dmta_parent.rmd</code></a></small> - <div class="hidden name"><code>2022_dmta_parent.rmd</code></div> - + <div class="d-none name"><code>2022_dmta_parent.rmd</code></div> </div> @@ -1290,9 +1249,9 @@ Plot of the final NLHM DFOP fit <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_saem_dfop_tc_no_ranef_k2</span><span class="op">)</span></span></code></pre></div> <pre><code>saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:19:13 2023 -Date of summary: Mon Oct 30 11:19:14 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:35 2023 +Date of summary: Thu Nov 16 04:59:35 2023 Equations: d_DMTA/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * @@ -1304,7 +1263,7 @@ Data: Model predictions using solution type analytical -Fitted in 8.975 s +Fitted in 4.4 s Using 300, 100 iterations and 9 chains Variance model: Two-component variance function @@ -1466,9 +1425,9 @@ Hierarchical mkin fit of the SFO model with error model const <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:18:56 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:26 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - k_DMTA * DMTA @@ -1478,7 +1437,7 @@ Data: Model predictions using solution type analytical -Fitted in 1.899 s +Fitted in 0.788 s Using 300, 100 iterations and 9 chains Variance model: Constant variance @@ -1538,9 +1497,9 @@ Hierarchical mkin fit of the SFO model with error model tc <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:19:00 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:28 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - k_DMTA * DMTA @@ -1550,7 +1509,7 @@ Data: Model predictions using solution type analytical -Fitted in 5.364 s +Fitted in 2.428 s Using 300, 100 iterations and 9 chains Variance model: Two-component variance function @@ -1612,9 +1571,9 @@ Hierarchical mkin fit of the FOMC model with error model const <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:18:57 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:27 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - (alpha/beta) * 1/((time/beta) + 1) * DMTA @@ -1624,7 +1583,7 @@ Data: Model predictions using solution type analytical -Fitted in 2.944 s +Fitted in 1.28 s Using 300, 100 iterations and 9 chains Variance model: Constant variance @@ -1689,9 +1648,9 @@ Hierarchical mkin fit of the FOMC model with error model tc <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:19:01 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:28 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - (alpha/beta) * 1/((time/beta) + 1) * DMTA @@ -1701,7 +1660,7 @@ Data: Model predictions using solution type analytical -Fitted in 6.228 s +Fitted in 2.793 s Using 300, 100 iterations and 9 chains Variance model: Two-component variance function @@ -1768,9 +1727,9 @@ Hierarchical mkin fit of the DFOP model with error model const <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:18:57 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:27 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * @@ -1782,7 +1741,7 @@ Data: Model predictions using solution type analytical -Fitted in 3.231 s +Fitted in 1.752 s Using 300, 100 iterations and 9 chains Variance model: Constant variance @@ -1852,9 +1811,9 @@ Hierarchical mkin fit of the DFOP model with error model tc <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:19:01 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:29 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: d_DMTA/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * @@ -1866,7 +1825,7 @@ Data: Model predictions using solution type analytical -Fitted in 6.71 s +Fitted in 3.186 s Using 300, 100 iterations and 9 chains Variance model: Two-component variance function @@ -1938,27 +1897,166 @@ Hierarchical mkin fit of the HS model with error model const <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:18:59 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:28 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: -d_DMTA/dt = - ifelse(time -<p></p></code> +d_DMTA/dt = - ifelse(time <= tb, k1, k2) * DMTA + +Data: +155 observations of 1 variable(s) grouped in 6 datasets + +Model predictions using solution type analytical + +Fitted in 2.28 s +Using 300, 100 iterations and 9 chains + +Variance model: Constant variance + +Starting values for degradation parameters: + DMTA_0 k1 k2 tb +97.82176 0.06931 0.02997 11.13945 + +Fixed degradation parameter values: +None + +Starting values for random effects (square root of initial entries in omega): + DMTA_0 k1 k2 tb +DMTA_0 97.82 0 0 0 +k1 0.00 1 0 0 +k2 0.00 0 1 0 +tb 0.00 0 0 1 + +Starting values for error model parameters: +a.1 + 1 + +Results: + +Likelihood computed by importance sampling + AIC BIC logLik + 714 712.1 -348 + +Optimised parameters: + est. lower upper +DMTA_0 98.16102 96.47747 99.84456 +k1 0.07876 0.05261 0.10491 +k2 0.02227 0.01706 0.02747 +tb 13.99089 -7.40049 35.38228 +a.1 1.82305 1.60700 2.03910 +SD.DMTA_0 1.88413 0.56204 3.20622 +SD.k1 0.34292 0.10482 0.58102 +SD.k2 0.19851 0.01718 0.37985 +SD.tb 1.68168 0.58064 2.78272 + +Correlation: + DMTA_0 k1 k2 +k1 0.0142 +k2 0.0001 -0.0025 +tb 0.0165 -0.1256 -0.0301 + +Random effects: + est. lower upper +SD.DMTA_0 1.8841 0.56204 3.2062 +SD.k1 0.3429 0.10482 0.5810 +SD.k2 0.1985 0.01718 0.3798 +SD.tb 1.6817 0.58064 2.7827 + +Variance model: + est. lower upper +a.1 1.823 1.607 2.039 + +Estimated disappearance times: + DT50 DT90 DT50back DT50_k1 DT50_k2 +DMTA 8.801 67.91 20.44 8.801 31.13 + +</code></pre> +<p></p> <caption> Hierarchical mkin fit of the HS model with error model tc </caption> <pre><code> saemix version used for fitting: 3.2 mkin version used for pre-fitting: 1.2.6 -R version used for fitting: 4.3.1 -Date of fit: Mon Oct 30 11:19:02 2023 -Date of summary: Mon Oct 30 11:21:30 2023 +R version used for fitting: 4.3.2 +Date of fit: Thu Nov 16 04:59:29 2023 +Date of summary: Thu Nov 16 05:00:43 2023 Equations: -d_DMTA/dt = - ifelse(time -<p></p></code> -</pre></pre> +d_DMTA/dt = - ifelse(time <= tb, k1, k2) * DMTA + +Data: +155 observations of 1 variable(s) grouped in 6 datasets + +Model predictions using solution type analytical + +Fitted in 3.658 s +Using 300, 100 iterations and 9 chains + +Variance model: Two-component variance function + +Starting values for degradation parameters: + DMTA_0 k1 k2 tb +98.45190 0.07525 0.02576 19.19375 + +Fixed degradation parameter values: +None + +Starting values for random effects (square root of initial entries in omega): + DMTA_0 k1 k2 tb +DMTA_0 98.45 0 0 0 +k1 0.00 1 0 0 +k2 0.00 0 1 0 +tb 0.00 0 0 1 + +Starting values for error model parameters: +a.1 b.1 + 1 1 + +Results: + +Likelihood computed by importance sampling + AIC BIC logLik + 667.1 665 -323.6 + +Optimised parameters: + est. lower upper +DMTA_0 97.76571 95.81350 99.71791 +k1 0.05855 0.03080 0.08630 +k2 0.02337 0.01664 0.03010 +tb 31.09638 29.38289 32.80987 +a.1 1.08835 0.88590 1.29080 +b.1 0.02964 0.02257 0.03671 +SD.DMTA_0 2.04877 0.42607 3.67147 +SD.k1 0.59166 0.25621 0.92711 +SD.k2 0.30698 0.09561 0.51835 +SD.tb 0.01274 -0.10914 0.13462 + +Correlation: + DMTA_0 k1 k2 +k1 0.0160 +k2 -0.0070 -0.0024 +tb -0.0668 -0.0103 -0.2013 + +Random effects: + est. lower upper +SD.DMTA_0 2.04877 0.42607 3.6715 +SD.k1 0.59166 0.25621 0.9271 +SD.k2 0.30698 0.09561 0.5183 +SD.tb 0.01274 -0.10914 0.1346 + +Variance model: + est. lower upper +a.1 1.08835 0.88590 1.29080 +b.1 0.02964 0.02257 0.03671 + +Estimated disappearance times: + DT50 DT90 DT50back DT50_k1 DT50_k2 +DMTA 11.84 51.71 15.57 11.84 29.66 + +</code></pre> +<p></p> </div> <div class="section level3"> <h3 id="hierarchical-model-convergence-plots">Hierarchical model convergence plots<a class="anchor" aria-label="anchor" href="#hierarchical-model-convergence-plots"></a> @@ -2007,23 +2105,23 @@ Convergence plot for the NLHM HS fit with two-component error <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 4.3.1 (2023-06-16) +<pre><code>R version 4.3.2 (2023-10-31) Platform: x86_64-pc-linux-gnu (64-bit) -Running under: Ubuntu 22.04.3 LTS +Running under: Debian GNU/Linux 12 (bookworm) Matrix products: default -BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0 -LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0 +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=en_US.UTF-8 LC_NUMERIC=C - [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 - [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 - [7] LC_PAPER=en_US.UTF-8 LC_NAME=C + [1] LC_CTYPE=de_DE.UTF-8 LC_NUMERIC=C + [3] LC_TIME=de_DE.UTF-8 LC_COLLATE=de_DE.UTF-8 + [5] LC_MONETARY=de_DE.UTF-8 LC_MESSAGES=de_DE.UTF-8 + [7] LC_PAPER=de_DE.UTF-8 LC_NAME=C [9] LC_ADDRESS=C LC_TELEPHONE=C -[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C +[11] LC_MEASUREMENT=de_DE.UTF-8 LC_IDENTIFICATION=C -time zone: Europe/Zurich +time zone: Europe/Berlin tzcode source: system (glibc) attached base packages: @@ -2031,59 +2129,52 @@ attached base packages: [8] base other attached packages: -[1] saemix_3.2 npde_3.3 knitr_1.44 mkin_1.2.6 +[1] saemix_3.2 npde_3.3 knitr_1.42 mkin_1.2.6 loaded via a namespace (and not attached): - [1] sass_0.4.7 utf8_1.2.3 generics_0.1.3 stringi_1.7.12 - [5] lattice_0.21-9 digest_0.6.33 magrittr_2.0.3 evaluate_0.22 - [9] grid_4.3.1 fastmap_1.1.1 rprojroot_2.0.3 jsonlite_1.8.7 -[13] mclust_6.0.0 gridExtra_2.3 purrr_1.0.1 fansi_1.0.4 -[17] scales_1.2.1 codetools_0.2-19 textshaping_0.3.6 jquerylib_0.1.4 -[21] cli_3.6.1 rlang_1.1.1 munsell_0.5.0 cachem_1.0.8 -[25] yaml_2.3.7 tools_4.3.1 memoise_2.0.1 dplyr_1.1.2 -[29] colorspace_2.1-0 ggplot2_3.4.2 vctrs_0.6.3 R6_2.5.1 -[33] zoo_1.8-12 lifecycle_1.0.3 stringr_1.5.0 fs_1.6.3 -[37] MASS_7.3-60 ragg_1.2.5 pkgconfig_2.0.3 desc_1.4.2 -[41] pkgdown_2.0.7 bslib_0.5.1 pillar_1.9.0 gtable_0.3.3 -[45] glue_1.6.2 systemfonts_1.0.4 xfun_0.40 tibble_3.2.1 -[49] lmtest_0.9-40 tidyselect_1.2.0 rstudioapi_0.15.0 htmltools_0.5.6.1 -[53] nlme_3.1-163 rmarkdown_2.23 compiler_4.3.1 </code></pre> + [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_4.3.2 fastmap_1.1.1 rprojroot_2.0.3 jsonlite_1.8.4 +[13] DBI_1.1.3 mclust_6.0.0 gridExtra_2.3 purrr_1.0.1 +[17] fansi_1.0.4 scales_1.2.1 codetools_0.2-19 textshaping_0.3.6 +[21] jquerylib_0.1.4 cli_3.6.1 rlang_1.1.1 munsell_0.5.0 +[25] cachem_1.0.8 yaml_2.3.7 tools_4.3.2 memoise_2.0.1 +[29] dplyr_1.1.2 colorspace_2.1-0 ggplot2_3.4.2 vctrs_0.6.2 +[33] R6_2.5.1 zoo_1.8-12 lifecycle_1.0.3 stringr_1.5.0 +[37] fs_1.6.2 MASS_7.3-60 ragg_1.2.5 pkgconfig_2.0.3 +[41] desc_1.4.2 pkgdown_2.0.7 bslib_0.4.2 pillar_1.9.0 +[45] gtable_0.3.3 glue_1.6.2 systemfonts_1.0.4 highr_0.10 +[49] xfun_0.39 tibble_3.2.1 lmtest_0.9-40 tidyselect_1.2.0 +[53] htmltools_0.5.5 nlme_3.1-163 rmarkdown_2.21 compiler_4.3.2 </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: Intel(R) Xeon(R) Gold 6134 CPU @ 3.20GHz</code></pre> -<pre><code>MemTotal: 247605564 kB</code></pre> +<pre><code>CPU model: AMD Ryzen 9 7950X 16-Core Processor</code></pre> +<pre><code>MemTotal: 64927712 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"><h2>On this page</h2> + </nav></aside> </div> - <footer><div class="copyright"> + <footer><div 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