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- <h1 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 &lt;= 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 &lt;= 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>
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