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authorJohannes Ranke <jranke@uni-bremen.de>2022-11-24 09:02:26 +0100
committerJohannes Ranke <jranke@uni-bremen.de>2022-11-24 09:02:26 +0100
commitaf7c6de4db9981ac814362c441fbac22c8faa2d7 (patch)
tree33c2963936ce6c38abe6533afcce3994a08d4ba9 /docs/dev/reference/summary.saem.mmkin.html
parent8e953c409e0020ea7e7c2a5121019c42cb66dde4 (diff)
Start online docs of the development version
Diffstat (limited to 'docs/dev/reference/summary.saem.mmkin.html')
-rw-r--r--docs/dev/reference/summary.saem.mmkin.html483
1 files changed, 243 insertions, 240 deletions
diff --git a/docs/dev/reference/summary.saem.mmkin.html b/docs/dev/reference/summary.saem.mmkin.html
index d8a41356..a4150959 100644
--- a/docs/dev/reference/summary.saem.mmkin.html
+++ b/docs/dev/reference/summary.saem.mmkin.html
@@ -21,7 +21,7 @@ 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-info" data-toggle="tooltip" data-placement="bottom" title="In-development version">1.2.0</span>
+ <span class="version label label-info" data-toggle="tooltip" data-placement="bottom" title="In-development version">1.2.2</span>
</span>
</div>
@@ -63,7 +63,10 @@ endpoints such as formation fractions and DT50 values. Optionally
<a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a>
</li>
<li>
- <a href="../articles/web_only/benchmarks.html">Some benchmark timings</a>
+ <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a>
+ </li>
+ <li>
+ <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a>
</li>
</ul></li>
<li>
@@ -243,26 +246,26 @@ saemix authors for the parts inherited from saemix.</p>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Likelihood computed by importance sampling</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> AIC BIC logLik</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 828.1 822.7 -400.1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 810.8 805.4 -391.4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Fitted parameters:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> estimate lower upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.74378 97.81291 103.67465</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -4.06168 -4.17104 -3.95231</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.92584 -1.31273 -0.53894</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 -2.81914 -3.60206 -2.03623</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -3.63916 -4.32672 -2.95161</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis -0.02927 -1.15247 1.09394</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.86164 0.67928 1.04400</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.07973 0.06437 0.09509</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.parent_0 0.73313 -7.46512 8.93137</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k_m1 0.06488 -0.06041 0.19017</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.41955 0.15206 0.68705</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.81750 0.29140 1.34361</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.75265 0.27939 1.22590</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.g_qlogis 0.34411 -1.70964 2.39786</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> estimate lower upper</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.86947 97.81542 103.92353</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -4.06947 -4.16944 -3.96950</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.93256 -1.34200 -0.52312</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 -2.37017 -2.72660 -2.01375</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -4.06264 -4.21344 -3.91184</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis -0.02174 -0.45898 0.41549</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.87598 0.67275 1.07922</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.07949 0.06389 0.09509</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.parent_0 0.19170 -30.36286 30.74626</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k_m1 0.01883 -0.28736 0.32502</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.44300 0.16391 0.72209</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.35320 0.09661 0.60978</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.13707 0.02359 0.25056</span>
+<span class="r-out co"><span class="r-pr">#&gt;</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">#&gt;</span> [1] "sd(parent_0)" "sd(log_k_m1)" "sd(g_qlogis)"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</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">&lt;-</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="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>
@@ -270,29 +273,29 @@ saemix authors for the parts inherited from saemix.</p>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Fixed effects:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> lower est. upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 97.54844979 100.46239264 103.37633550</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k_m1 0.01575805 0.01729111 0.01897331</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_to_m1 0.21014925 0.28626877 0.37680664</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k1 0.02651112 0.05601399 0.11834908</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k2 0.01326524 0.02649799 0.05293107</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> g 0.31467778 0.51297098 0.70726363</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 97.57609542 100.73343868 103.89078195</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k_m1 0.01549292 0.01714893 0.01898194</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_to_m1 0.20720315 0.28358738 0.37481744</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k1 0.06149334 0.08733164 0.12402670</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k2 0.01448390 0.01699942 0.01995184</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> g 0.45084762 0.51075839 0.57036168</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Random effects:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> lower est. upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> sd(f_parent_qlogis) 0.1658367 0.4471180 0.7283993</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> sd(log_k1) 0.2768757 0.7929203 1.3089649</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> sd(log_k2) 0.2693629 0.7566116 1.2438602</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> lower est. upper</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> sd(f_parent_qlogis) 0.16606767 0.4479731 0.7298784</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> sd(log_k1) 0.12284609 0.3588446 0.5948430</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> sd(log_k2) 0.05379723 0.1548780 0.2559588</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> lower est. upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.70273100 0.88750764 1.07228428</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.06781347 0.08328016 0.09874685</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> lower est. upper</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.6811490 0.88503409 1.08891921</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.0676515 0.08336272 0.09907394</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">#&gt;</span> saemix version used for fitting: 3.2 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> mkin version used for pre-fitting: 1.2.0 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> mkin version used for pre-fitting: 1.2.2 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> R version used for fitting: 4.2.2 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Date of fit: Tue Nov 1 14:12:50 2022 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Date of summary: Tue Nov 1 14:12:50 2022 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Date of fit: Thu Nov 24 08:11:52 2022 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Date of summary: Thu Nov 24 08:11:52 2022 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Equations:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *</span>
@@ -307,7 +310,7 @@ saemix authors for the parts inherited from saemix.</p>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Model predictions using solution type analytical </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Fitted in 25.006 s</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Fitted in 26.242 s</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Using 300, 100 iterations and 10 chains</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Variance model: Two-component variance function </span>
@@ -325,233 +328,233 @@ saemix authors for the parts inherited from saemix.</p>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Likelihood computed by importance sampling</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> AIC BIC logLik</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 825.6 821.3 -401.8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 809.5 805.2 -393.7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Optimised parameters:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> est. lower upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.46239 97.54845 103.37634</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -4.05756 -4.15040 -3.96472</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.91358 -1.32403 -0.50312</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 -2.88215 -3.63019 -2.13412</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -3.63069 -4.32261 -2.93876</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis 0.05190 -0.77834 0.88213</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.88751 0.70273 1.07228</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.08328 0.06781 0.09875</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.44712 0.16584 0.72840</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.79292 0.27688 1.30896</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.75661 0.26936 1.24386</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.73344 97.57610 103.89078</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -4.06582 -4.16737 -3.96427</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.92674 -1.34187 -0.51160</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 -2.43804 -2.78883 -2.08726</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -4.07458 -4.23472 -3.91443</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis 0.04304 -0.19725 0.28333</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.88503 0.68115 1.08892</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.08336 0.06765 0.09907</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.44797 0.16607 0.72988</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.35884 0.12285 0.59484</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.15488 0.05380 0.25596</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Correlation: </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> parnt_0 lg_k_m1 f_prnt_ log_k1 log_k2 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -0.4102 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.2113 0.2439 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 0.1308 -0.1305 -0.0504 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -0.0383 0.0592 0.0151 0.0001 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis -0.0029 -0.0118 0.0131 -0.2547 -0.1942</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k_m1 -0.4698 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_qlogis -0.2461 0.2709 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k1 0.1572 -0.1517 -0.0648 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> log_k2 -0.0023 0.0835 0.0125 0.1420 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> g_qlogis 0.2314 -0.2337 -0.0755 -0.2762 -0.4797</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Random effects:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> est. lower upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.4471 0.1658 0.7284</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.7929 0.2769 1.3090</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.7566 0.2694 1.2439</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.f_parent_qlogis 0.4480 0.1661 0.7299</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k1 0.3588 0.1228 0.5948</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> SD.log_k2 0.1549 0.0538 0.2560</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Variance model:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> est. lower upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.88751 0.70273 1.07228</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.08328 0.06781 0.09875</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> a.1 0.88503 0.68115 1.08892</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> b.1 0.08336 0.06765 0.09907</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Backtransformed parameters:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> est. lower upper</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.46239 97.54845 103.37634</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k_m1 0.01729 0.01576 0.01897</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_to_m1 0.28627 0.21015 0.37681</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k1 0.05601 0.02651 0.11835</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k2 0.02650 0.01327 0.05293</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> g 0.51297 0.31468 0.70726</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_0 100.73344 97.57610 103.89078</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k_m1 0.01715 0.01549 0.01898</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_to_m1 0.28359 0.20720 0.37482</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k1 0.08733 0.06149 0.12403</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> k2 0.01700 0.01448 0.01995</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> g 0.51076 0.45085 0.57036</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Resulting formation fractions:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ff</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_m1 0.2863</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent_sink 0.7137</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_m1 0.2836</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent_sink 0.7164</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Estimated disappearance times:</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> DT50 DT90 DT50back DT50_k1 DT50_k2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> parent 17.44 65.15 19.61 12.37 26.16</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> m1 40.09 133.17 NA NA NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> parent 15.94 93.48 28.14 7.937 40.77</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> m1 40.42 134.27 NA NA NA</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Data:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds name time observed predicted residual std standardized</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 0 89.8 1.005e+02 -10.662393 8.4135 -1.267301</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 0 104.1 1.005e+02 3.637607 8.4135 0.432355</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 1 88.7 9.576e+01 -7.063498 8.0244 -0.880249</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 1 95.5 9.576e+01 -0.263498 8.0244 -0.032837</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 3 81.8 8.717e+01 -5.369491 7.3135 -0.734185</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 3 94.5 8.717e+01 7.330509 7.3135 1.002320</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 7 71.5 7.274e+01 -1.238672 6.1224 -0.202319</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 7 70.3 7.274e+01 -2.438672 6.1224 -0.398322</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 14 54.2 5.418e+01 0.022691 4.5984 0.004935</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 14 49.6 5.418e+01 -4.577309 4.5984 -0.995423</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 28 31.5 3.241e+01 -0.914545 2.8416 -0.321837</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 28 28.8 3.241e+01 -3.614545 2.8416 -1.271993</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 60 12.1 1.283e+01 -0.730904 1.3891 -0.526186</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 60 13.6 1.283e+01 0.769096 1.3891 0.553681</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 90 6.2 6.128e+00 0.071981 1.0238 0.070309</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 90 8.3 6.128e+00 2.171981 1.0238 2.121538</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 120 2.2 3.022e+00 -0.822164 0.9225 -0.891230</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 parent 120 2.4 3.022e+00 -0.622164 0.9225 -0.674429</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 1 0.3 1.163e+00 -0.863423 0.8928 -0.967116</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 1 0.2 1.163e+00 -0.963423 0.8928 -1.079126</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 3 2.2 3.233e+00 -1.032930 0.9274 -1.113734</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 3 3.0 3.233e+00 -0.232930 0.9274 -0.251152</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 7 6.5 6.495e+00 0.005314 1.0393 0.005113</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 7 5.0 6.495e+00 -1.494686 1.0393 -1.438116</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 14 10.2 1.010e+01 0.096372 1.2230 0.078801</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 14 9.5 1.010e+01 -0.603628 1.2230 -0.493572</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 28 12.2 1.269e+01 -0.492073 1.3802 -0.356526</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 28 13.4 1.269e+01 0.707927 1.3802 0.512922</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 60 11.8 1.086e+01 0.944360 1.2669 0.745420</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 60 13.2 1.086e+01 2.344360 1.2669 1.850494</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 90 6.6 7.723e+00 -1.123088 1.0961 -1.024658</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 90 9.3 7.723e+00 1.576912 1.0961 1.438708</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 120 3.5 5.184e+00 -1.683936 0.9869 -1.706219</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 1 m1 120 5.4 5.184e+00 0.216064 0.9869 0.218923</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 0 118.0 1.005e+02 17.537607 8.4135 2.084469</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 0 99.8 1.005e+02 -0.662393 8.4135 -0.078730</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 1 90.2 9.566e+01 -5.456414 8.0156 -0.680727</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 1 94.6 9.566e+01 -1.056414 8.0156 -0.131795</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 3 96.1 8.702e+01 9.082833 7.3009 1.244062</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 3 78.4 8.702e+01 -8.617167 7.3009 -1.180281</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 7 77.9 7.298e+01 4.919834 6.1423 0.800981</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 7 77.7 7.298e+01 4.719834 6.1423 0.768420</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 14 56.0 5.588e+01 0.124003 4.7372 0.026176</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 14 54.7 5.588e+01 -1.175997 4.7372 -0.248245</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 28 36.6 3.719e+01 -0.587869 3.2217 -0.182474</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 28 36.8 3.719e+01 -0.387869 3.2217 -0.120394</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 60 22.1 2.013e+01 1.973728 1.8966 1.040673</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 60 24.7 2.013e+01 4.573728 1.8966 2.411556</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 90 12.4 1.259e+01 -0.185933 1.3734 -0.135379</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 90 10.8 1.259e+01 -1.785933 1.3734 -1.300347</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 120 6.8 7.981e+00 -1.180542 1.1088 -1.064723</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 parent 120 7.9 7.981e+00 -0.080542 1.1088 -0.072640</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 1 1.3 1.306e+00 -0.006246 0.8941 -0.006986</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 3 3.7 3.589e+00 0.110879 0.9365 0.118399</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 3 4.7 3.589e+00 1.110879 0.9365 1.186217</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 7 8.1 7.062e+00 1.038045 1.0647 0.974978</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 7 7.9 7.062e+00 0.838045 1.0647 0.787129</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 14 10.1 1.065e+01 -0.553713 1.2549 -0.441227</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 14 10.3 1.065e+01 -0.353713 1.2549 -0.281857</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 28 10.7 1.284e+01 -2.144854 1.3900 -1.543111</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 28 12.2 1.284e+01 -0.644854 1.3900 -0.463939</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 60 10.7 1.082e+01 -0.115278 1.2645 -0.091165</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 60 12.5 1.082e+01 1.684722 1.2645 1.332337</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 90 9.1 8.014e+00 1.085607 1.1105 0.977610</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 90 7.4 8.014e+00 -0.614393 1.1105 -0.553272</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 120 6.1 5.736e+00 0.363593 1.0079 0.360737</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 2 m1 120 4.5 5.736e+00 -1.236407 1.0079 -1.226697</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 0 106.2 1.005e+02 5.737607 8.4135 0.681955</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 0 106.9 1.005e+02 6.437607 8.4135 0.765155</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 1 107.4 9.343e+01 13.972212 7.8311 1.784188</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 1 96.1 9.343e+01 2.672212 7.8311 0.341229</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 3 79.4 8.160e+01 -2.196297 6.8531 -0.320484</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 3 82.6 8.160e+01 1.003703 6.8531 0.146460</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 7 63.9 6.464e+01 -0.737220 5.4557 -0.135129</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 7 62.4 6.464e+01 -2.237220 5.4557 -0.410072</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 14 51.0 4.772e+01 3.278433 4.0722 0.805086</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 14 47.1 4.772e+01 -0.621567 4.0722 -0.152638</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 28 36.1 3.303e+01 3.070676 2.8903 1.062400</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 28 36.6 3.303e+01 3.570676 2.8903 1.235391</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 60 20.1 1.929e+01 0.808039 1.8355 0.440235</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 60 19.8 1.929e+01 0.508039 1.8355 0.276789</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 90 11.3 1.209e+01 -0.794443 1.3425 -0.591785</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 90 10.7 1.209e+01 -1.394443 1.3425 -1.038728</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 120 8.2 7.590e+00 0.610002 1.0896 0.559843</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 parent 120 7.3 7.590e+00 -0.289998 1.0896 -0.266152</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 0 0.8 -4.263e-14 0.800000 0.8875 0.901401</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 1 1.8 1.692e+00 0.107665 0.8986 0.119811</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 1 2.3 1.692e+00 0.607665 0.8986 0.676214</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 3 4.2 4.455e+00 -0.255347 0.9619 -0.265449</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 3 4.1 4.455e+00 -0.355347 0.9619 -0.369404</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 7 6.8 8.124e+00 -1.324338 1.1160 -1.186685</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 7 10.1 8.124e+00 1.975662 1.1160 1.770309</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 14 11.4 1.104e+01 0.361860 1.2778 0.283196</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 14 12.8 1.104e+01 1.761860 1.2778 1.378852</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 28 11.5 1.177e+01 -0.272554 1.3225 -0.206097</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 28 10.6 1.177e+01 -1.172554 1.3225 -0.886648</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 60 7.5 9.242e+00 -1.741667 1.1747 -1.482591</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 60 8.6 9.242e+00 -0.641667 1.1747 -0.546218</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 90 7.3 6.837e+00 0.463318 1.0544 0.439398</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 90 8.1 6.837e+00 1.263318 1.0544 1.198095</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 120 5.3 4.906e+00 0.394322 0.9770 0.403595</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 3 m1 120 3.8 4.906e+00 -1.105678 0.9770 -1.131677</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 0 104.7 1.005e+02 4.237607 8.4135 0.503670</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 0 88.3 1.005e+02 -12.162393 8.4135 -1.445587</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 1 94.2 9.723e+01 -3.029220 8.1458 -0.371877</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 1 94.6 9.723e+01 -2.629220 8.1458 -0.322772</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 3 78.1 9.114e+01 -13.041804 7.6420 -1.706592</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 3 96.5 9.114e+01 5.358196 7.6420 0.701150</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 7 76.2 8.033e+01 -4.133084 6.7488 -0.612421</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 7 77.8 8.033e+01 -2.533084 6.7488 -0.375340</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 14 70.8 6.504e+01 5.757987 5.4889 1.049017</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 14 67.3 6.504e+01 2.257987 5.4889 0.411371</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 28 43.1 4.418e+01 -1.080806 3.7849 -0.285557</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 28 45.1 4.418e+01 0.919194 3.7849 0.242858</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 60 21.3 2.110e+01 0.200596 1.9686 0.101899</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 60 23.5 2.110e+01 2.400596 1.9686 1.219459</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 90 11.8 1.183e+01 -0.034206 1.3263 -0.025791</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 90 12.1 1.183e+01 0.265794 1.3263 0.200408</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 120 7.0 6.985e+00 0.014647 1.0612 0.013803</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 parent 120 6.2 6.985e+00 -0.785353 1.0612 -0.740078</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 0 1.6 -1.705e-13 1.600000 0.8875 1.802801</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 1 0.9 6.803e-01 0.219655 0.8893 0.246994</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 3 3.7 1.927e+00 1.773027 0.9019 1.965880</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 3 2.0 1.927e+00 0.073027 0.9019 0.080970</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 7 3.6 4.013e+00 -0.412926 0.9483 -0.435417</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 7 3.8 4.013e+00 -0.212926 0.9483 -0.224523</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 14 7.1 6.604e+00 0.495843 1.0441 0.474896</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 14 6.6 6.604e+00 -0.004157 1.0441 -0.003981</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 28 9.5 9.077e+00 0.422700 1.1658 0.362576</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 28 9.3 9.077e+00 0.222700 1.1658 0.191024</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 60 8.3 8.818e+00 -0.518498 1.1520 -0.450099</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 60 9.0 8.818e+00 0.181502 1.1520 0.157559</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 90 6.6 6.738e+00 -0.137785 1.0500 -0.131222</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 90 7.7 6.738e+00 0.962215 1.0500 0.916383</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 120 3.7 4.794e+00 -1.093754 0.9732 -1.123914</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 4 m1 120 3.5 4.794e+00 -1.293754 0.9732 -1.329429</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 0 110.4 1.005e+02 9.937607 8.4135 1.181155</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 0 112.1 1.005e+02 11.637607 8.4135 1.383212</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 1 93.5 9.372e+01 -0.215694 7.8550 -0.027460</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 1 91.0 9.372e+01 -2.715694 7.8550 -0.345730</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 3 71.0 8.226e+01 -11.257156 6.9076 -1.629667</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 3 89.7 8.226e+01 7.442844 6.9076 1.077480</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 7 60.4 6.553e+01 -5.128464 5.5289 -0.927571</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 7 59.1 6.553e+01 -6.428464 5.5289 -1.162699</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 14 56.5 4.835e+01 8.146351 4.1235 1.975572</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 14 47.0 4.835e+01 -1.353649 4.1235 -0.328273</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 28 30.2 3.300e+01 -2.803303 2.8883 -0.970586</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 28 23.9 3.300e+01 -9.103303 2.8883 -3.151832</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 60 17.0 1.891e+01 -1.905909 1.8074 -1.054506</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 60 18.7 1.891e+01 -0.205909 1.8074 -0.113926</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 90 11.3 1.172e+01 -0.423434 1.3194 -0.320923</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 90 11.9 1.172e+01 0.176566 1.3194 0.133820</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 120 9.0 7.281e+00 1.719138 1.0749 1.599402</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 parent 120 8.1 7.281e+00 0.819138 1.0749 0.762086</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 0 0.7 -2.842e-13 0.700000 0.8875 0.788726</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 1 3.0 3.252e+00 -0.252227 0.9279 -0.271821</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 1 2.6 3.252e+00 -0.652227 0.9279 -0.702895</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 3 5.1 8.615e+00 -3.515326 1.1413 -3.080237</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 3 7.5 8.615e+00 -1.115326 1.1413 -0.977283</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 7 16.5 1.588e+01 0.619041 1.5928 0.388661</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 7 19.0 1.588e+01 3.119041 1.5928 1.958272</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 14 22.9 2.189e+01 1.014705 2.0272 0.500543</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 14 23.2 2.189e+01 1.314705 2.0272 0.648529</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 28 22.2 2.369e+01 -1.487604 2.1632 -0.687701</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 28 24.4 2.369e+01 0.712396 2.1632 0.329332</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 60 15.5 1.869e+01 -3.193942 1.7920 -1.782295</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 60 19.8 1.869e+01 1.106058 1.7920 0.617206</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 90 14.9 1.380e+01 1.103454 1.4518 0.760041</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 90 14.2 1.380e+01 0.403454 1.4518 0.277892</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 120 10.9 9.864e+00 1.035963 1.2093 0.856637</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> ds 5 m1 120 10.4 9.864e+00 0.535963 1.2093 0.443187</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> ds name time observed predicted residual std standardized</span>
+<span class="r-out co"><span class="r-pr">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</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">#&gt;</span> ds 5 m1 120 10.4 9.937e+00 0.46270 1.2122 0.38169</span>
<span class="r-in"><span><span class="co"># }</span></span></span>
<span class="r-in"><span></span></span>
</code></pre></div>

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