diff options
| author | Johannes Ranke <jranke@uni-bremen.de> | 2023-04-20 19:53:28 +0200 |
|---|---|---|
| committer | Johannes Ranke <jranke@uni-bremen.de> | 2023-04-20 20:03:32 +0200 |
| commit | 9ae42bd20bc2543a94cf1581ba9820c2f9e3afbd (patch) | |
| tree | b3539a9689f5930b8444a5fc459781b825e00fa4 /docs/reference/summary.saem.mmkin.html | |
| parent | ad0efc2d16a84c674307ad2df9d44153b44a9cf8 (diff) | |
Fix and rebuild documentation, see NEWS
I had to fix the two pathway vignettes, as they did not work with
the released version any more. So they and the multistart vignette
which got some small fixes as well were rebuilt.
Complete rebuild of the online docs with the released version. The
documentation of the 'hierarchial_kinetics' format had to be fixed
as well.
Diffstat (limited to 'docs/reference/summary.saem.mmkin.html')
| -rw-r--r-- | docs/reference/summary.saem.mmkin.html | 564 |
1 files changed, 328 insertions, 236 deletions
diff --git a/docs/reference/summary.saem.mmkin.html b/docs/reference/summary.saem.mmkin.html index dfa0b776..6f7b1ac3 100644 --- a/docs/reference/summary.saem.mmkin.html +++ b/docs/reference/summary.saem.mmkin.html @@ -21,13 +21,13 @@ endpoints such as formation fractions and DT50 values. Optionally </button> <span class="navbar-brand"> <a class="navbar-link" href="../index.html">mkin</a> - <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.2.0</span> + <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.2.3</span> </span> </div> <div id="navbar" class="navbar-collapse collapse"> <ul class="nav navbar-nav"><li> - <a href="../reference/index.html">Functions and data</a> + <a href="../reference/index.html">Reference</a> </li> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> @@ -38,6 +38,8 @@ endpoints such as formation fractions and DT50 values. Optionally <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> + <li class="divider"> + <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> <li> <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> </li> @@ -45,22 +47,29 @@ endpoints such as formation fractions and DT50 values. Optionally <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> </li> <li> - <a href="../articles/web_only/dimethenamid_2018.html">Example evaluations of dimethenamid data from 2018 with nonlinear mixed-effects models</a> + <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> </li> + <li class="divider"> + <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> <li> - <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> + <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> </li> <li> - <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> + <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> </li> <li> - <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> + <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> </li> <li> - <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> + <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> </li> <li> - <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> + <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> + </li> + <li class="divider"> + <li class="dropdown-header">Performance</li> + <li> + <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> </li> <li> <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> @@ -68,6 +77,14 @@ endpoints such as formation fractions and DT50 values. Optionally <li> <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> </li> + <li class="divider"> + <li class="dropdown-header">Miscellaneous</li> + <li> + <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> + </li> + <li> + <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> + </li> </ul></li> <li> <a href="../news/index.html">News</a> @@ -102,7 +119,15 @@ endpoints such as formation fractions and DT50 values. Optionally <div id="ref-usage"> <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S3 method for saem.mmkin</span></span> -<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">object</span>, data <span class="op">=</span> <span class="cn">FALSE</span>, verbose <span class="op">=</span> <span class="cn">FALSE</span>, distimes <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span> +<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> +<span> <span class="va">object</span>,</span> +<span> data <span class="op">=</span> <span class="cn">FALSE</span>,</span> +<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span> +<span> covariates <span class="op">=</span> <span class="cn">NULL</span>,</span> +<span> covariate_quantile <span class="op">=</span> <span class="fl">0.5</span>,</span> +<span> distimes <span class="op">=</span> <span class="cn">TRUE</span>,</span> +<span> <span class="va">...</span></span> +<span><span class="op">)</span></span> <span></span> <span><span class="co"># S3 method for summary.saem.mmkin</span></span> <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">x</span>, digits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"digits"</span><span class="op">)</span> <span class="op">-</span> <span class="fl">3</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="va">x</span><span class="op">$</span><span class="va">verbose</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div> @@ -123,6 +148,17 @@ the summary.</p></dd> <dd><p>Should the summary be verbose?</p></dd> +<dt>covariates</dt> +<dd><p>Numeric vector with covariate values for all variables in +any covariate models in the object. If given, it overrides 'covariate_quantile'.</p></dd> + + +<dt>covariate_quantile</dt> +<dd><p>This argument only has an effect if the fitted +object has covariate models. If so, the default is to show endpoints +for the median of the covariate values (50th percentile).</p></dd> + + <dt>distimes</dt> <dd><p>logical, indicating whether DT50 and DT90 values should be included.</p></dd> @@ -266,36 +302,38 @@ saemix authors for the parts inherited from saemix.</p> <span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.37478 0.04490 0.70467</span> <span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo</span><span class="op">)</span></span></span> <span class="r-out co"><span class="r-pr">#></span> [1] "sd(parent_0)" "sd(log_k_m1)"</span> -<span class="r-in"><span><span class="va">f_saem_dfop_sfo_2</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">f_saem_dfop_sfo</span>, covariance.model <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/diag.html" class="external-link">diag</a></span><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><span class="fl">0</span>, <span class="fl">0</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">f_saem_dfop_sfo_2</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">f_saem_dfop_sfo</span>,</span></span> +<span class="r-in"><span> no_random_effect <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><span class="st">"parent_0"</span>, <span class="st">"log_k_m1"</span><span class="op">)</span><span class="op">)</span></span></span> <span class="r-in"><span><span class="fu"><a href="illparms.html">illparms</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo_2</span><span class="op">)</span></span></span> <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">intervals</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo_2</span><span class="op">)</span></span></span> <span class="r-out co"><span class="r-pr">#></span> Approximate 95% confidence intervals</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Fixed effects:</span> <span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 97.57609542 100.73343868 103.89078195</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01549292 0.01714893 0.01898194</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.20720315 0.28358738 0.37481744</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.06149334 0.08733164 0.12402670</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.01448390 0.01699942 0.01995184</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.45084762 0.51075839 0.57036168</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 98.36731429 101.42508066 104.48284703</span> +<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01513234 0.01670094 0.01843214</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.20221431 0.27608850 0.36461630</span> +<span class="r-out co"><span class="r-pr">#></span> k1 0.06915073 0.09759718 0.13774560</span> +<span class="r-out co"><span class="r-pr">#></span> k2 0.01487068 0.01740389 0.02036863</span> +<span class="r-out co"><span class="r-pr">#></span> g 0.37365671 0.48384821 0.59563299</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Random effects:</span> <span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> sd(f_parent_qlogis) 0.16606767 0.4479731 0.7298784</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k1) 0.12284609 0.3588446 0.5948430</span> -<span class="r-out co"><span class="r-pr">#></span> sd(log_k2) 0.05379723 0.1548780 0.2559588</span> +<span class="r-out co"><span class="r-pr">#></span> sd(f_parent_qlogis) 0.16439770 0.4427585 0.7211193</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k1) 0.08304243 0.3345213 0.5860002</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k2) 0.03146410 0.1490210 0.2665779</span> +<span class="r-out co"><span class="r-pr">#></span> sd(g_qlogis) 0.06216385 0.4023430 0.7425221</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.6811490 0.88503409 1.08891921</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.0676515 0.08336272 0.09907394</span> +<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> +<span class="r-out co"><span class="r-pr">#></span> a.1 0.67696663 0.87777355 1.07858048</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.06363957 0.07878001 0.09392044</span> <span class="r-in"><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_sfo_2</span>, data <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span> <span class="r-out co"><span class="r-pr">#></span> saemix version used for fitting: 3.2 </span> -<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.0 </span> -<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.2 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of fit: Thu Nov 17 14:04:08 2022 </span> -<span class="r-out co"><span class="r-pr">#></span> Date of summary: Thu Nov 17 14:04:08 2022 </span> +<span class="r-out co"><span class="r-pr">#></span> mkin version used for pre-fitting: 1.2.3 </span> +<span class="r-out co"><span class="r-pr">#></span> R version used for fitting: 4.2.3 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of fit: Thu Apr 20 07:36:59 2023 </span> +<span class="r-out co"><span class="r-pr">#></span> Date of summary: Thu Apr 20 07:36:59 2023 </span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Equations:</span> <span class="r-out co"><span class="r-pr">#></span> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *</span> @@ -310,12 +348,12 @@ saemix authors for the parts inherited from saemix.</p> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Model predictions using solution type analytical </span> <span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Fitted in 26.014 s</span> +<span class="r-out co"><span class="r-pr">#></span> Fitted in 9.185 s</span> <span class="r-out co"><span class="r-pr">#></span> Using 300, 100 iterations and 10 chains</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Variance model: Two-component variance function </span> <span class="r-out co"><span class="r-pr">#></span> </span> -<span class="r-out co"><span class="r-pr">#></span> Mean of starting values for individual parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> Starting values for degradation parameters:</span> <span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 </span> <span class="r-out co"><span class="r-pr">#></span> 101.65645 -4.05368 -0.94311 -2.35943 -4.07006 </span> <span class="r-out co"><span class="r-pr">#></span> g_qlogis </span> @@ -324,237 +362,291 @@ saemix authors for the parts inherited from saemix.</p> <span class="r-out co"><span class="r-pr">#></span> Fixed degradation parameter values:</span> <span class="r-out co"><span class="r-pr">#></span> None</span> <span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Starting values for random effects (square root of initial entries in omega):</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 g_qlogis</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 6.742 0.0000 0.0000 0.0000 0.0000 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_m1 0.000 0.2236 0.0000 0.0000 0.0000 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis 0.000 0.0000 0.5572 0.0000 0.0000 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> log_k1 0.000 0.0000 0.0000 0.8031 0.0000 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> log_k2 0.000 0.0000 0.0000 0.0000 0.2931 0.000</span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.000 0.0000 0.0000 0.0000 0.0000 0.807</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Starting values for error model parameters:</span> +<span class="r-out co"><span class="r-pr">#></span> a.1 b.1 </span> +<span class="r-out co"><span class="r-pr">#></span> 1 1 </span> +<span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Results:</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Likelihood computed by importance sampling</span> -<span class="r-out co"><span class="r-pr">#></span> AIC BIC logLik</span> -<span class="r-out co"><span class="r-pr">#></span> 809.5 805.2 -393.7</span> +<span class="r-out co"><span class="r-pr">#></span> AIC BIC logLik</span> +<span class="r-out co"><span class="r-pr">#></span> 807 802.3 -391.5</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Optimised parameters:</span> <span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 100.73344 97.57610 103.89078</span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -4.06582 -4.16737 -3.96427</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.92674 -1.34187 -0.51160</span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.43804 -2.78883 -2.08726</span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -4.07458 -4.23472 -3.91443</span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.04304 -0.19725 0.28333</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.88503 0.68115 1.08892</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.08336 0.06765 0.09907</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.44797 0.16607 0.72988</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.35884 0.12285 0.59484</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.15488 0.05380 0.25596</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 101.42508 98.36731 104.48285</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -4.09229 -4.19092 -3.99366</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.96395 -1.37251 -0.55538</span> +<span class="r-out co"><span class="r-pr">#></span> log_k1 -2.32691 -2.67147 -1.98235</span> +<span class="r-out co"><span class="r-pr">#></span> log_k2 -4.05106 -4.20836 -3.89376</span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis -0.06463 -0.51656 0.38730</span> +<span class="r-out co"><span class="r-pr">#></span> a.1 0.87777 0.67697 1.07858</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.07878 0.06364 0.09392</span> +<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.44276 0.16440 0.72112</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.33452 0.08304 0.58600</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.14902 0.03146 0.26658</span> +<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.40234 0.06216 0.74252</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Correlation: </span> <span class="r-out co"><span class="r-pr">#></span> parnt_0 lg_k_m1 f_prnt_ log_k1 log_k2 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -0.4698 </span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.2461 0.2709 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k1 0.1572 -0.1517 -0.0648 </span> -<span class="r-out co"><span class="r-pr">#></span> log_k2 -0.0023 0.0835 0.0125 0.1420 </span> -<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.2314 -0.2337 -0.0755 -0.2762 -0.4797</span> +<span class="r-out co"><span class="r-pr">#></span> log_k_m1 -0.4693 </span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_qlogis -0.2378 0.2595 </span> +<span class="r-out co"><span class="r-pr">#></span> log_k1 0.1720 -0.1593 -0.0669 </span> +<span class="r-out co"><span class="r-pr">#></span> log_k2 0.0179 0.0594 0.0035 0.1995 </span> +<span class="r-out co"><span class="r-pr">#></span> g_qlogis 0.1073 -0.1060 -0.0322 -0.2299 -0.3168</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Random effects:</span> -<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.4480 0.1661 0.7299</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.3588 0.1228 0.5948</span> -<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.1549 0.0538 0.2560</span> +<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> +<span class="r-out co"><span class="r-pr">#></span> SD.f_parent_qlogis 0.4428 0.16440 0.7211</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k1 0.3345 0.08304 0.5860</span> +<span class="r-out co"><span class="r-pr">#></span> SD.log_k2 0.1490 0.03146 0.2666</span> +<span class="r-out co"><span class="r-pr">#></span> SD.g_qlogis 0.4023 0.06216 0.7425</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Variance model:</span> <span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> a.1 0.88503 0.68115 1.08892</span> -<span class="r-out co"><span class="r-pr">#></span> b.1 0.08336 0.06765 0.09907</span> +<span class="r-out co"><span class="r-pr">#></span> a.1 0.87777 0.67697 1.07858</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.07878 0.06364 0.09392</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Backtransformed parameters:</span> -<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> -<span class="r-out co"><span class="r-pr">#></span> parent_0 100.73344 97.57610 103.89078</span> -<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01715 0.01549 0.01898</span> -<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.28359 0.20720 0.37482</span> -<span class="r-out co"><span class="r-pr">#></span> k1 0.08733 0.06149 0.12403</span> -<span class="r-out co"><span class="r-pr">#></span> k2 0.01700 0.01448 0.01995</span> -<span class="r-out co"><span class="r-pr">#></span> g 0.51076 0.45085 0.57036</span> +<span class="r-out co"><span class="r-pr">#></span> est. lower upper</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 101.4251 98.36731 104.48285</span> +<span class="r-out co"><span class="r-pr">#></span> k_m1 0.0167 0.01513 0.01843</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.2761 0.20221 0.36462</span> +<span class="r-out co"><span class="r-pr">#></span> k1 0.0976 0.06915 0.13775</span> +<span class="r-out co"><span class="r-pr">#></span> k2 0.0174 0.01487 0.02037</span> +<span class="r-out co"><span class="r-pr">#></span> g 0.4838 0.37366 0.59563</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Resulting formation fractions:</span> <span class="r-out co"><span class="r-pr">#></span> ff</span> -<span class="r-out co"><span class="r-pr">#></span> parent_m1 0.2836</span> -<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7164</span> +<span class="r-out co"><span class="r-pr">#></span> parent_m1 0.2761</span> +<span class="r-out co"><span class="r-pr">#></span> parent_sink 0.7239</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Estimated disappearance times:</span> <span class="r-out co"><span class="r-pr">#></span> DT50 DT90 DT50back DT50_k1 DT50_k2</span> -<span class="r-out co"><span class="r-pr">#></span> parent 15.94 93.48 28.14 7.937 40.77</span> -<span class="r-out co"><span class="r-pr">#></span> m1 40.42 134.27 NA NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> parent 15.54 94.33 28.4 7.102 39.83</span> +<span class="r-out co"><span class="r-pr">#></span> m1 41.50 137.87 NA NA NA</span> <span class="r-out co"><span class="r-pr">#></span> </span> <span class="r-out co"><span class="r-pr">#></span> Data:</span> -<span class="r-out co"><span class="r-pr">#></span> ds name time observed predicted residual std standardized</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 89.8 1.007e+02 -10.93344 8.4439 -1.29483</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 104.1 1.007e+02 3.36656 8.4439 0.39870</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 88.7 9.591e+01 -7.20789 8.0440 -0.89606</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 95.5 9.591e+01 -0.40789 8.0440 -0.05071</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 81.8 8.712e+01 -5.31561 7.3159 -0.72658</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 94.5 8.712e+01 7.38439 7.3159 1.00936</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 71.5 7.246e+01 -0.95675 6.1047 -0.15672</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 70.3 7.246e+01 -2.15675 6.1047 -0.35329</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 54.2 5.382e+01 0.38143 4.5729 0.08341</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 49.6 5.382e+01 -4.21857 4.5729 -0.92251</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 31.5 3.230e+01 -0.80120 2.8344 -0.28267</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 28.8 3.230e+01 -3.50120 2.8344 -1.23524</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 12.1 1.307e+01 -0.97165 1.4038 -0.69215</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 13.6 1.307e+01 0.52835 1.4038 0.37637</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 6.2 6.353e+00 -0.15285 1.0314 -0.14820</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 8.3 6.353e+00 1.94715 1.0314 1.88790</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.2 3.175e+00 -0.97462 0.9238 -1.05506</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.4 3.175e+00 -0.77462 0.9238 -0.83855</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.3 1.183e+00 -0.88350 0.8905 -0.99212</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.2 1.183e+00 -0.98350 0.8905 -1.10441</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 2.2 3.281e+00 -1.08106 0.9263 -1.16703</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 3.0 3.281e+00 -0.28106 0.9263 -0.30341</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 6.5 6.564e+00 -0.06353 1.0405 -0.06106</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 5.0 6.564e+00 -1.56353 1.0405 -1.50266</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 10.2 1.015e+01 0.05147 1.2243 0.04204</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 9.5 1.015e+01 -0.64853 1.2243 -0.52970</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 12.2 1.265e+01 -0.44824 1.3766 -0.32561</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 13.4 1.265e+01 0.75176 1.3766 0.54610</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 11.8 1.078e+01 1.02355 1.2611 0.81165</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 13.2 1.078e+01 2.42355 1.2611 1.92181</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 6.6 7.698e+00 -1.09840 1.0932 -1.00474</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 9.3 7.698e+00 1.60160 1.0932 1.46502</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 3.5 5.199e+00 -1.69853 0.9854 -1.72363</span> -<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 5.4 5.199e+00 0.20147 0.9854 0.20445</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 118.0 1.007e+02 17.26656 8.4439 2.04485</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 99.8 1.007e+02 -0.93344 8.4439 -0.11055</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 90.2 9.584e+01 -5.63852 8.0382 -0.70146</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 94.6 9.584e+01 -1.23852 8.0382 -0.15408</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 96.1 8.706e+01 9.04068 7.3113 1.23654</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 78.4 8.706e+01 -8.65932 7.3113 -1.18438</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.9 7.286e+01 5.04438 6.1376 0.82188</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.7 7.286e+01 4.84438 6.1376 0.78930</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 56.0 5.567e+01 0.33336 4.7242 0.07057</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 54.7 5.567e+01 -0.96664 4.7242 -0.20462</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.6 3.705e+01 -0.44800 3.2127 -0.13944</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.8 3.705e+01 -0.24800 3.2127 -0.07719</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 22.1 2.008e+01 2.01984 1.8935 1.06672</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 24.7 2.008e+01 4.61984 1.8935 2.43984</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 12.4 1.253e+01 -0.12814 1.3689 -0.09360</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 10.8 1.253e+01 -1.72814 1.3689 -1.26238</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 6.8 7.916e+00 -1.11595 1.1040 -1.01085</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 7.9 7.916e+00 -0.01595 1.1040 -0.01445</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 1 1.3 1.317e+00 -0.01669 0.8918 -0.01871</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 3.7 3.613e+00 0.08699 0.9349 0.09305</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 4.7 3.613e+00 1.08699 0.9349 1.16270</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 8.1 7.092e+00 1.00781 1.0643 0.94688</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 7.9 7.092e+00 0.80781 1.0643 0.75897</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.1 1.066e+01 -0.56458 1.2545 -0.45006</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.3 1.066e+01 -0.36458 1.2545 -0.29063</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 10.7 1.281e+01 -2.11106 1.3870 -1.52201</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 12.2 1.281e+01 -0.61106 1.3870 -0.44055</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 10.7 1.078e+01 -0.08464 1.2616 -0.06709</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 12.5 1.078e+01 1.71536 1.2616 1.35970</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 9.1 8.013e+00 1.08684 1.1088 0.98016</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 7.4 8.013e+00 -0.61316 1.1088 -0.55298</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 6.1 5.749e+00 0.35063 1.0065 0.34838</span> -<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 4.5 5.749e+00 -1.24937 1.0065 -1.24133</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.2 1.007e+02 5.46656 8.4439 0.64740</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.9 1.007e+02 6.16656 8.4439 0.73030</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 107.4 9.369e+01 13.70530 7.8606 1.74354</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 96.1 9.369e+01 2.40530 7.8606 0.30599</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 79.4 8.185e+01 -2.45363 6.8807 -0.35660</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 82.6 8.185e+01 0.74637 6.8807 0.10847</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 63.9 6.487e+01 -0.97153 5.4798 -0.17729</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 62.4 6.487e+01 -2.47153 5.4798 -0.45103</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 51.0 4.791e+01 3.09024 4.0908 0.75542</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 47.1 4.791e+01 -0.80976 4.0908 -0.19795</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.1 3.313e+01 2.97112 2.9001 1.02450</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.6 3.313e+01 3.47112 2.9001 1.19691</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 20.1 1.927e+01 0.83265 1.8339 0.45404</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 19.8 1.927e+01 0.53265 1.8339 0.29045</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 11.3 1.203e+01 -0.72783 1.3374 -0.54421</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 10.7 1.203e+01 -1.32783 1.3374 -0.99284</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 8.2 7.516e+00 0.68382 1.0844 0.63061</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 7.3 7.516e+00 -0.21618 1.0844 -0.19936</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 0 0.8 -9.948e-14 0.80000 0.8850 0.90392</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 1.8 1.682e+00 0.11759 0.8961 0.13123</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 2.3 1.682e+00 0.61759 0.8961 0.68921</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.2 4.431e+00 -0.23052 0.9590 -0.24037</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.1 4.431e+00 -0.33052 0.9590 -0.34465</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 6.8 8.084e+00 -1.28422 1.1124 -1.15445</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 10.1 8.084e+00 2.01578 1.1124 1.81208</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 11.4 1.100e+01 0.40274 1.2743 0.31606</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 12.8 1.100e+01 1.80274 1.2743 1.41474</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 11.5 1.176e+01 -0.25977 1.3207 -0.19669</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 10.6 1.176e+01 -1.15977 1.3207 -0.87813</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 7.5 9.277e+00 -1.77696 1.1753 -1.51190</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 8.6 9.277e+00 -0.67696 1.1753 -0.57598</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 7.3 6.883e+00 0.41708 1.0548 0.39542</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 8.1 6.883e+00 1.21708 1.0548 1.15389</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 5.3 4.948e+00 0.35179 0.9764 0.36028</span> -<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 3.8 4.948e+00 -1.14821 0.9764 -1.17591</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 104.7 1.007e+02 3.96656 8.4439 0.46975</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 88.3 1.007e+02 -12.43344 8.4439 -1.47247</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.2 9.738e+01 -3.18358 8.1663 -0.38985</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.6 9.738e+01 -2.78358 8.1663 -0.34086</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 78.1 9.110e+01 -12.99595 7.6454 -1.69984</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 96.5 9.110e+01 5.40405 7.6454 0.70684</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 76.2 8.000e+01 -3.79797 6.7273 -0.56456</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 77.8 8.000e+01 -2.19797 6.7273 -0.32672</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 70.8 6.446e+01 6.34396 5.4456 1.16496</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 67.3 6.446e+01 2.84396 5.4456 0.52225</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 43.1 4.359e+01 -0.48960 3.7400 -0.13091</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 45.1 4.359e+01 1.51040 3.7400 0.40385</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 21.3 2.095e+01 0.35282 1.9577 0.18022</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 23.5 2.095e+01 2.55282 1.9577 1.30400</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 11.8 1.188e+01 -0.07874 1.3281 -0.05929</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 12.1 1.188e+01 0.22126 1.3281 0.16660</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 7.0 7.072e+00 -0.07245 1.0634 -0.06813</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 6.2 7.072e+00 -0.87245 1.0634 -0.82041</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 0 1.6 5.684e-14 1.60000 0.8850 1.80784</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 1 0.9 6.960e-01 0.20399 0.8869 0.23000</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 3.7 1.968e+00 1.73240 0.9001 1.92466</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 2.0 1.968e+00 0.03240 0.9001 0.03599</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.6 4.083e+00 -0.48287 0.9482 -0.50924</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.8 4.083e+00 -0.28287 0.9482 -0.29832</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 7.1 6.682e+00 0.41836 1.0457 0.40007</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 6.6 6.682e+00 -0.08164 1.0457 -0.07807</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.5 9.103e+00 0.39733 1.1658 0.34082</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.3 9.103e+00 0.19733 1.1658 0.16926</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 8.3 8.750e+00 -0.44979 1.1469 -0.39218</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 9.0 8.750e+00 0.25021 1.1469 0.21817</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 6.6 6.673e+00 -0.07285 1.0453 -0.06969</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 7.7 6.673e+00 1.02715 1.0453 0.98261</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.7 4.757e+00 -1.05747 0.9698 -1.09036</span> -<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.5 4.757e+00 -1.25747 0.9698 -1.29658</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 110.4 1.007e+02 9.66656 8.4439 1.14480</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 112.1 1.007e+02 11.36656 8.4439 1.34612</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 93.5 9.395e+01 -0.45394 7.8821 -0.05759</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 91.0 9.395e+01 -2.95394 7.8821 -0.37477</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 71.0 8.245e+01 -11.44783 6.9298 -1.65197</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 89.7 8.245e+01 7.25217 6.9298 1.04652</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 60.4 6.567e+01 -5.27002 5.5455 -0.95032</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 59.1 6.567e+01 -6.57002 5.5455 -1.18475</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 56.5 4.847e+01 8.03029 4.1364 1.94139</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 47.0 4.847e+01 -1.46971 4.1364 -0.35532</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 30.2 3.309e+01 -2.89206 2.8971 -0.99825</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 23.9 3.309e+01 -9.19206 2.8971 -3.17281</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 17.0 1.891e+01 -1.90623 1.8076 -1.05458</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 18.7 1.891e+01 -0.20623 1.8076 -0.11409</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.3 1.168e+01 -0.38263 1.3160 -0.29076</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.9 1.168e+01 0.21737 1.3160 0.16518</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 9.0 7.230e+00 1.77031 1.0708 1.65333</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 8.1 7.230e+00 0.87031 1.0708 0.81280</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 0 0.7 -5.116e-13 0.70000 0.8850 0.79093</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 3.0 3.244e+00 -0.24430 0.9254 -0.26398</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 2.6 3.244e+00 -0.64430 0.9254 -0.69621</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 5.1 8.592e+00 -3.49175 1.1385 -3.06686</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 7.5 8.592e+00 -1.09175 1.1385 -0.95890</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 16.5 1.583e+01 0.66887 1.5890 0.42093</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 19.0 1.583e+01 3.16887 1.5890 1.99424</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 22.9 2.181e+01 1.08658 2.0224 0.53728</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 23.2 2.181e+01 1.38658 2.0224 0.68562</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 22.2 2.364e+01 -1.43659 2.1600 -0.66508</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 24.4 2.364e+01 0.76341 2.1600 0.35342</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 15.5 1.873e+01 -3.23377 1.7950 -1.80150</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 19.8 1.873e+01 1.06623 1.7950 0.59398</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.9 1.387e+01 1.03117 1.4560 0.70822</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.2 1.387e+01 0.33117 1.4560 0.22745</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.9 9.937e+00 0.96270 1.2122 0.79415</span> -<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.4 9.937e+00 0.46270 1.2122 0.38169</span> +<span class="r-out co"><span class="r-pr">#></span> ds name time observed predicted residual std standardized</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 89.8 1.014e+02 -11.62508 8.0383 -1.44620</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 0 104.1 1.014e+02 2.67492 8.0383 0.33277</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 88.7 9.650e+01 -7.80311 7.6530 -1.01961</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 1 95.5 9.650e+01 -1.00311 7.6530 -0.13107</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 81.8 8.753e+01 -5.72638 6.9510 -0.82382</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 3 94.5 8.753e+01 6.97362 6.9510 1.00326</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 71.5 7.254e+01 -1.04133 5.7818 -0.18010</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 7 70.3 7.254e+01 -2.24133 5.7818 -0.38765</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 54.2 5.349e+01 0.71029 4.3044 0.16502</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 14 49.6 5.349e+01 -3.88971 4.3044 -0.90366</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 31.5 3.167e+01 -0.16616 2.6446 -0.06283</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 28 28.8 3.167e+01 -2.86616 2.6446 -1.08379</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 12.1 1.279e+01 -0.69287 1.3365 -0.51843</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 60 13.6 1.279e+01 0.80713 1.3365 0.60392</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 6.2 6.397e+00 -0.19718 1.0122 -0.19481</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 90 8.3 6.397e+00 1.90282 1.0122 1.87996</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.2 3.323e+00 -1.12320 0.9160 -1.22623</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 parent 120 2.4 3.323e+00 -0.92320 0.9160 -1.00788</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.3 1.179e+00 -0.87919 0.8827 -0.99605</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 1 0.2 1.179e+00 -0.97919 0.8827 -1.10935</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 2.2 3.273e+00 -1.07272 0.9149 -1.17256</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 3 3.0 3.273e+00 -0.27272 0.9149 -0.29811</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 6.5 6.559e+00 -0.05872 1.0186 -0.05765</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 7 5.0 6.559e+00 -1.55872 1.0186 -1.53032</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 10.2 1.016e+01 0.03787 1.1880 0.03188</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 14 9.5 1.016e+01 -0.66213 1.1880 -0.55734</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 12.2 1.268e+01 -0.47913 1.3297 -0.36032</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 28 13.4 1.268e+01 0.72087 1.3297 0.54211</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 11.8 1.078e+01 1.02493 1.2211 0.83936</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 60 13.2 1.078e+01 2.42493 1.2211 1.98588</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 6.6 7.705e+00 -1.10464 1.0672 -1.03509</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 90 9.3 7.705e+00 1.59536 1.0672 1.49491</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 3.5 5.236e+00 -1.73617 0.9699 -1.79010</span> +<span class="r-out co"><span class="r-pr">#></span> ds 1 m1 120 5.4 5.236e+00 0.16383 0.9699 0.16892</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 118.0 1.014e+02 16.57492 8.0383 2.06198</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 0 99.8 1.014e+02 -1.62508 8.0383 -0.20217</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 90.2 9.599e+01 -5.79045 7.6129 -0.76061</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 1 94.6 9.599e+01 -1.39045 7.6129 -0.18264</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 96.1 8.652e+01 9.57931 6.8724 1.39388</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 3 78.4 8.652e+01 -8.12069 6.8724 -1.18164</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.9 7.197e+01 5.93429 5.7370 1.03439</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 7 77.7 7.197e+01 5.73429 5.7370 0.99953</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 56.0 5.555e+01 0.44657 4.4637 0.10005</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 14 54.7 5.555e+01 -0.85343 4.4637 -0.19120</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.6 3.853e+01 -1.93170 3.1599 -0.61132</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 28 36.8 3.853e+01 -1.73170 3.1599 -0.54803</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 22.1 2.110e+01 1.00360 1.8795 0.53396</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 60 24.7 2.110e+01 3.60360 1.8795 1.91728</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 12.4 1.250e+01 -0.09712 1.3190 -0.07363</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 90 10.8 1.250e+01 -1.69712 1.3190 -1.28667</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 6.8 7.419e+00 -0.61913 1.0546 -0.58709</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 parent 120 7.9 7.419e+00 0.48087 1.0546 0.45599</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 1 1.3 1.422e+00 -0.12194 0.8849 -0.13781</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 3.7 3.831e+00 -0.13149 0.9282 -0.14166</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 3 4.7 3.831e+00 0.86851 0.9282 0.93567</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 8.1 7.292e+00 0.80812 1.0490 0.77034</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 7 7.9 7.292e+00 0.60812 1.0490 0.57969</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.1 1.055e+01 -0.45332 1.2090 -0.37495</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 14 10.3 1.055e+01 -0.25332 1.2090 -0.20953</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 10.7 1.230e+01 -1.59960 1.3074 -1.22347</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 28 12.2 1.230e+01 -0.09960 1.3074 -0.07618</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 10.7 1.065e+01 0.05342 1.2141 0.04400</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 60 12.5 1.065e+01 1.85342 1.2141 1.52661</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 9.1 8.196e+00 0.90368 1.0897 0.82930</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 90 7.4 8.196e+00 -0.79632 1.0897 -0.73078</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 6.1 5.997e+00 0.10252 0.9969 0.10284</span> +<span class="r-out co"><span class="r-pr">#></span> ds 2 m1 120 4.5 5.997e+00 -1.49748 0.9969 -1.50220</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.2 1.014e+02 4.77492 8.0383 0.59402</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 0 106.9 1.014e+02 5.47492 8.0383 0.68110</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 107.4 9.390e+01 13.49935 7.4494 1.81214</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 1 96.1 9.390e+01 2.19935 7.4494 0.29524</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 79.4 8.152e+01 -2.12307 6.4821 -0.32753</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 3 82.6 8.152e+01 1.07693 6.4821 0.16614</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 63.9 6.446e+01 -0.55834 5.1533 -0.10834</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 7 62.4 6.446e+01 -2.05834 5.1533 -0.39942</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 51.0 4.826e+01 2.74073 3.9019 0.70241</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 14 47.1 4.826e+01 -1.15927 3.9019 -0.29711</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.1 3.424e+01 1.86399 2.8364 0.65718</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 28 36.6 3.424e+01 2.36399 2.8364 0.83346</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 20.1 1.968e+01 0.42172 1.7815 0.23672</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 60 19.8 1.968e+01 0.12172 1.7815 0.06833</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 11.3 1.195e+01 -0.64633 1.2869 -0.50222</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 90 10.7 1.195e+01 -1.24633 1.2869 -0.96844</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 8.2 7.255e+00 0.94532 1.0474 0.90251</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 parent 120 7.3 7.255e+00 0.04532 1.0474 0.04327</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 0 0.8 2.956e-11 0.80000 0.8778 0.91140</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 1.8 1.758e+00 0.04187 0.8886 0.04712</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 1 2.3 1.758e+00 0.54187 0.8886 0.60978</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.2 4.567e+00 -0.36697 0.9486 -0.38683</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 3 4.1 4.567e+00 -0.46697 0.9486 -0.49224</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 6.8 8.151e+00 -1.35124 1.0876 -1.24242</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 7 10.1 8.151e+00 1.94876 1.0876 1.79182</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 11.4 1.083e+01 0.57098 1.2240 0.46647</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 14 12.8 1.083e+01 1.97098 1.2240 1.61022</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 11.5 1.147e+01 0.03175 1.2597 0.02520</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 28 10.6 1.147e+01 -0.86825 1.2597 -0.68928</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 7.5 9.298e+00 -1.79834 1.1433 -1.57298</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 60 8.6 9.298e+00 -0.69834 1.1433 -0.61083</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 7.3 7.038e+00 0.26249 1.0382 0.25283</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 90 8.1 7.038e+00 1.06249 1.0382 1.02340</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 5.3 5.116e+00 0.18417 0.9659 0.19068</span> +<span class="r-out co"><span class="r-pr">#></span> ds 3 m1 120 3.8 5.116e+00 -1.31583 0.9659 -1.36232</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 104.7 1.014e+02 3.27492 8.0383 0.40741</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 0 88.3 1.014e+02 -13.12508 8.0383 -1.63281</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.2 9.781e+01 -3.61183 7.7555 -0.46572</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 1 94.6 9.781e+01 -3.21183 7.7555 -0.41414</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 78.1 9.110e+01 -13.00467 7.2307 -1.79853</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 3 96.5 9.110e+01 5.39533 7.2307 0.74617</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 76.2 7.951e+01 -3.30511 6.3246 -0.52258</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 7 77.8 7.951e+01 -1.70511 6.3246 -0.26960</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 70.8 6.376e+01 7.03783 5.0993 1.38016</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 14 67.3 6.376e+01 3.53783 5.0993 0.69379</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 43.1 4.340e+01 -0.30456 3.5303 -0.08627</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 28 45.1 4.340e+01 1.69544 3.5303 0.48026</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 21.3 2.142e+01 -0.12077 1.9022 -0.06349</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 60 23.5 2.142e+01 2.07923 1.9022 1.09308</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 11.8 1.207e+01 -0.26813 1.2940 -0.20721</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 90 12.1 1.207e+01 0.03187 1.2940 0.02463</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 7.0 6.954e+00 0.04554 1.0347 0.04402</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 parent 120 6.2 6.954e+00 -0.75446 1.0347 -0.72914</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 0 1.6 1.990e-13 1.60000 0.8778 1.82279</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 1 0.9 7.305e-01 0.16949 0.8797 0.19267</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 3.7 2.051e+00 1.64896 0.8925 1.84753</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 3 2.0 2.051e+00 -0.05104 0.8925 -0.05719</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.6 4.204e+00 -0.60375 0.9382 -0.64354</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 7 3.8 4.204e+00 -0.40375 0.9382 -0.43036</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 7.1 6.760e+00 0.34021 1.0267 0.33137</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 14 6.6 6.760e+00 -0.15979 1.0267 -0.15563</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.5 9.011e+00 0.48856 1.1289 0.43277</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 28 9.3 9.011e+00 0.28856 1.1289 0.25561</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 8.3 8.611e+00 -0.31077 1.1093 -0.28014</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 60 9.0 8.611e+00 0.38923 1.1093 0.35086</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 6.6 6.678e+00 -0.07753 1.0233 -0.07576</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 90 7.7 6.678e+00 1.02247 1.0233 0.99915</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.7 4.847e+00 -1.14679 0.9572 -1.19804</span> +<span class="r-out co"><span class="r-pr">#></span> ds 4 m1 120 3.5 4.847e+00 -1.34679 0.9572 -1.40698</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 110.4 1.014e+02 8.97492 8.0383 1.11651</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 0 112.1 1.014e+02 10.67492 8.0383 1.32800</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 93.5 9.466e+01 -1.16118 7.5089 -0.15464</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 1 91.0 9.466e+01 -3.66118 7.5089 -0.48758</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 71.0 8.302e+01 -12.01844 6.5988 -1.82130</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 3 89.7 8.302e+01 6.68156 6.5988 1.01254</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 60.4 6.563e+01 -5.22574 5.2440 -0.99652</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 7 59.1 6.563e+01 -6.52574 5.2440 -1.24442</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 56.5 4.727e+01 9.22621 3.8263 2.41128</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 14 47.0 4.727e+01 -0.27379 3.8263 -0.07156</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 30.2 3.103e+01 -0.83405 2.5977 -0.32108</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 28 23.9 3.103e+01 -7.13405 2.5977 -2.74634</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 17.0 1.800e+01 -0.99696 1.6675 -0.59787</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 60 18.7 1.800e+01 0.70304 1.6675 0.42161</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.3 1.167e+01 -0.36809 1.2710 -0.28961</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 90 11.9 1.167e+01 0.23191 1.2710 0.18246</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 9.0 7.595e+00 1.40496 1.0623 1.32256</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 parent 120 8.1 7.595e+00 0.50496 1.0623 0.47535</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 0 0.7 0.000e+00 0.70000 0.8778 0.79747</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 3.0 3.158e+00 -0.15799 0.9123 -0.17317</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 1 2.6 3.158e+00 -0.55799 0.9123 -0.61160</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 5.1 8.443e+00 -3.34286 1.1013 -3.03535</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 3 7.5 8.443e+00 -0.94286 1.1013 -0.85613</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 16.5 1.580e+01 0.69781 1.5232 0.45811</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 7 19.0 1.580e+01 3.19781 1.5232 2.09935</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 22.9 2.216e+01 0.73604 1.9543 0.37663</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 14 23.2 2.216e+01 1.03604 1.9543 0.53014</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 22.2 2.423e+01 -2.03128 2.1011 -0.96678</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 28 24.4 2.423e+01 0.16872 2.1011 0.08030</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 15.5 1.876e+01 -3.25610 1.7187 -1.89455</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 60 19.8 1.876e+01 1.04390 1.7187 0.60739</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.9 1.366e+01 1.23585 1.3890 0.88976</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 90 14.2 1.366e+01 0.53585 1.3890 0.38579</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.9 9.761e+00 1.13911 1.1670 0.97613</span> +<span class="r-out co"><span class="r-pr">#></span> ds 5 m1 120 10.4 9.761e+00 0.63911 1.1670 0.54767</span> +<span class="r-in"><span><span class="co"># Add a correlation between random effects of g and k2</span></span></span> +<span class="r-in"><span><span class="va">cov_model_3</span> <span class="op"><-</span> <span class="va">f_saem_dfop_sfo_2</span><span class="op">$</span><span class="va">so</span><span class="op">@</span><span class="va">model</span><span class="op">@</span><span class="va">covariance.model</span></span></span> +<span class="r-in"><span><span class="va">cov_model_3</span><span class="op">[</span><span class="st">"log_k2"</span>, <span class="st">"g_qlogis"</span><span class="op">]</span> <span class="op"><-</span> <span class="fl">1</span></span></span> +<span class="r-in"><span><span class="va">cov_model_3</span><span class="op">[</span><span class="st">"g_qlogis"</span>, <span class="st">"log_k2"</span><span class="op">]</span> <span class="op"><-</span> <span class="fl">1</span></span></span> +<span class="r-in"><span><span class="va">f_saem_dfop_sfo_3</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">f_saem_dfop_sfo</span>,</span></span> +<span class="r-in"><span> covariance.model <span class="op">=</span> <span class="va">cov_model_3</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/pkg/nlme/man/intervals.html" class="external-link">intervals</a></span><span class="op">(</span><span class="va">f_saem_dfop_sfo_3</span><span class="op">)</span></span></span> +<span class="r-out co"><span class="r-pr">#></span> Approximate 95% confidence intervals</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Fixed effects:</span> +<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> +<span class="r-out co"><span class="r-pr">#></span> parent_0 98.39888363 101.48951337 104.58014311</span> +<span class="r-out co"><span class="r-pr">#></span> k_m1 0.01508704 0.01665986 0.01839665</span> +<span class="r-out co"><span class="r-pr">#></span> f_parent_to_m1 0.20141557 0.27540583 0.36418131</span> +<span class="r-out co"><span class="r-pr">#></span> k1 0.07708759 0.10430866 0.14114200</span> +<span class="r-out co"><span class="r-pr">#></span> k2 0.01476621 0.01786384 0.02161129</span> +<span class="r-out co"><span class="r-pr">#></span> g 0.33679867 0.45083525 0.57028162</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> Random effects:</span> +<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> +<span class="r-out co"><span class="r-pr">#></span> sd(f_parent_qlogis) 0.38085375 0.4441841 0.5075145</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k1) 0.04774819 0.2660384 0.4843286</span> +<span class="r-out co"><span class="r-pr">#></span> sd(log_k2) -0.63842736 0.1977024 1.0338321</span> +<span class="r-out co"><span class="r-pr">#></span> sd(g_qlogis) 0.22711289 0.4502227 0.6733326</span> +<span class="r-out co"><span class="r-pr">#></span> corr(log_k2,g_qlogis) -0.83271473 -0.6176939 -0.4026730</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> lower est. upper</span> +<span class="r-out co"><span class="r-pr">#></span> a.1 0.67347568 0.87437392 1.07527216</span> +<span class="r-out co"><span class="r-pr">#></span> b.1 0.06393032 0.07912417 0.09431802</span> +<span class="r-in"><span><span class="co"># The correlation does not improve the fit judged by AIC and BIC, although</span></span></span> +<span class="r-in"><span><span class="co"># the likelihood is higher with the additional parameter</span></span></span> +<span class="r-in"><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">f_saem_dfop_sfo</span>, <span class="va">f_saem_dfop_sfo_2</span>, <span class="va">f_saem_dfop_sfo_3</span><span class="op">)</span></span></span> +<span class="r-out co"><span class="r-pr">#></span> Data: 171 observations of 2 variable(s) grouped in 5 datasets</span> +<span class="r-out co"><span class="r-pr">#></span> </span> +<span class="r-out co"><span class="r-pr">#></span> npar AIC BIC Lik</span> +<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo_2 12 806.96 802.27 -391.48</span> +<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo_3 13 807.99 802.91 -391.00</span> +<span class="r-out co"><span class="r-pr">#></span> f_saem_dfop_sfo 14 810.83 805.36 -391.42</span> <span class="r-in"><span><span class="co"># }</span></span></span> <span class="r-in"><span></span></span> </code></pre></div> @@ -571,7 +663,7 @@ saemix authors for the parts inherited from saemix.</p> </div> <div class="pkgdown"> - <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.6.</p> + <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> </div> </footer></div> |