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-rw-r--r--docs/reference/AIC.mmkin.html24
-rw-r--r--docs/reference/CAKE_export.html2
-rw-r--r--docs/reference/DFOP.solution.html2
-rw-r--r--docs/reference/Extract.mmkin.html22
-rw-r--r--docs/reference/FOCUS_2006_DFOP_ref_A_to_B.html2
-rw-r--r--docs/reference/FOCUS_2006_FOMC_ref_A_to_F.html2
-rw-r--r--docs/reference/FOCUS_2006_HS_ref_A_to_F.html2
-rw-r--r--docs/reference/FOCUS_2006_SFO_ref_A_to_F.html2
-rw-r--r--docs/reference/FOCUS_2006_datasets.html2
-rw-r--r--docs/reference/FOMC.solution.html2
-rw-r--r--docs/reference/HS.solution.html2
-rw-r--r--docs/reference/IORE.solution.html26
-rw-r--r--docs/reference/NAFTA_SOP_2015.html30
-rw-r--r--docs/reference/NAFTA_SOP_Attachment-1.pngbin42277 -> 42277 bytes
-rw-r--r--docs/reference/NAFTA_SOP_Attachment.html31
-rw-r--r--docs/reference/SFO.solution.html2
-rw-r--r--docs/reference/SFORB.solution.html2
-rw-r--r--docs/reference/add_err-1.pngbin89876 -> 89854 bytes
-rw-r--r--docs/reference/add_err-2.pngbin51188 -> 51200 bytes
-rw-r--r--docs/reference/add_err-3.pngbin52612 -> 52620 bytes
-rw-r--r--docs/reference/add_err.html10
-rw-r--r--docs/reference/endpoints.html2
-rw-r--r--docs/reference/geometric_mean.html2
-rw-r--r--docs/reference/ilr.html2
-rw-r--r--docs/reference/index.html2
-rw-r--r--docs/reference/logLik.mkinfit.html51
-rw-r--r--docs/reference/logistic.solution.html24
-rw-r--r--docs/reference/max_twa_parent.html2
-rw-r--r--docs/reference/mccall81_245T-1.pngbin0 -> 58660 bytes
-rw-r--r--docs/reference/mccall81_245T.html75
-rw-r--r--docs/reference/mkin_long_to_wide.html14
-rw-r--r--docs/reference/mkin_wide_to_long.html8
-rw-r--r--docs/reference/mkinds.html2
-rw-r--r--docs/reference/mkinerrmin.html5
-rw-r--r--docs/reference/mkinfit.html1147
-rw-r--r--docs/reference/mkinmod.html4
-rw-r--r--docs/reference/mkinparplot-1.pngbin16495 -> 16555 bytes
-rw-r--r--docs/reference/mkinparplot.html6
-rw-r--r--docs/reference/mkinplot.html2
-rw-r--r--docs/reference/mkinpredict.html76
-rw-r--r--docs/reference/mkinresplot-1.pngbin15020 -> 14889 bytes
-rw-r--r--docs/reference/mkinresplot.html5
-rw-r--r--docs/reference/mkinsub.html2
-rw-r--r--docs/reference/mmkin-3.pngbin85755 -> 85751 bytes
-rw-r--r--docs/reference/mmkin-5.pngbin57629 -> 57629 bytes
-rw-r--r--docs/reference/mmkin.html12
-rw-r--r--docs/reference/nafta.html30
-rw-r--r--docs/reference/plot.mkinfit-1.pngbin45512 -> 45173 bytes
-rw-r--r--docs/reference/plot.mkinfit-2.pngbin53185 -> 52916 bytes
-rw-r--r--docs/reference/plot.mkinfit-3.pngbin43963 -> 43743 bytes
-rw-r--r--docs/reference/plot.mkinfit-4.pngbin60143 -> 59806 bytes
-rw-r--r--docs/reference/plot.mkinfit.html7
-rw-r--r--docs/reference/plot.mmkin-1.pngbin34395 -> 34400 bytes
-rw-r--r--docs/reference/plot.mmkin-2.pngbin34836 -> 34840 bytes
-rw-r--r--docs/reference/plot.mmkin-3.pngbin25453 -> 25445 bytes
-rw-r--r--docs/reference/plot.mmkin.html6
-rw-r--r--docs/reference/plot.nafta.html2
-rw-r--r--docs/reference/print.mkinds.html2
-rw-r--r--docs/reference/print.mkinmod.html2
-rw-r--r--docs/reference/print.nafta.html2
-rw-r--r--docs/reference/schaefer07_complex_case-1.pngbin55656 -> 55662 bytes
-rw-r--r--docs/reference/schaefer07_complex_case.html12
-rw-r--r--docs/reference/sigma_twocomp.html2
-rw-r--r--docs/reference/summary.mkinfit.html64
-rw-r--r--docs/reference/synthetic_data_for_UBA.html2
-rw-r--r--docs/reference/test_data_from_UBA_2014-1.pngbin53543 -> 53400 bytes
-rw-r--r--docs/reference/test_data_from_UBA_2014-2.pngbin69982 -> 69202 bytes
-rw-r--r--docs/reference/test_data_from_UBA_2014.html70
-rw-r--r--docs/reference/transform_odeparms.html82
69 files changed, 721 insertions, 1170 deletions
diff --git a/docs/reference/AIC.mmkin.html b/docs/reference/AIC.mmkin.html
index 1224fbe6..d5386145 100644
--- a/docs/reference/AIC.mmkin.html
+++ b/docs/reference/AIC.mmkin.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -163,22 +163,22 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'> <span class='no'>f</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"FOMC"</span>, <span class='st'>"DFOP"</span>),
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='st'>"FOCUS A"</span> <span class='kw'>=</span> <span class='no'>FOCUS_2006_A</span>,
- <span class='st'>"FOCUS C"</span> <span class='kw'>=</span> <span class='no'>FOCUS_2006_C</span>), <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Optimisation by method Port did not converge:</span>
-#&gt; <span class='warning'>false convergence (8)</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[<span class='fl'>1</span>, <span class='st'>"FOCUS A"</span>]) <span class='co'># We get a single number for a single fit</span></div><div class='output co'>#&gt; [1] 55.32452</div><div class='input'>
+ <span class='st'>"FOCUS C"</span> <span class='kw'>=</span> <span class='no'>FOCUS_2006_C</span>), <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Optimisation did not converge:</span>
+#&gt; <span class='warning'>false convergence (8)</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[<span class='fl'>1</span>, <span class='st'>"FOCUS A"</span>]) <span class='co'># We get a single number for a single fit</span></div><div class='output co'>#&gt; [1] 55.28197</div><div class='input'>
<span class='co'># For FOCUS A, the models fit almost equally well, so the higher the number</span>
<span class='co'># of parameters, the higher (worse) the AIC</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS A"</span>])</div><div class='output co'>#&gt; df AIC
-#&gt; SFO 3 55.32452
-#&gt; FOMC 4 57.32477
-#&gt; DFOP 5 59.32452</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS A"</span>], <span class='kw'>k</span> <span class='kw'>=</span> <span class='fl'>0</span>) <span class='co'># If we do not penalize additional parameters, we get nearly the same</span></div><div class='output co'>#&gt; df AIC
-#&gt; SFO 3 49.32452
-#&gt; FOMC 4 49.32477
-#&gt; DFOP 5 49.32452</div><div class='input'>
+#&gt; SFO 3 55.28197
+#&gt; FOMC 4 57.28198
+#&gt; DFOP 5 59.28197</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS A"</span>], <span class='kw'>k</span> <span class='kw'>=</span> <span class='fl'>0</span>) <span class='co'># If we do not penalize additional parameters, we get nearly the same</span></div><div class='output co'>#&gt; df AIC
+#&gt; SFO 3 49.28197
+#&gt; FOMC 4 49.28198
+#&gt; DFOP 5 49.28197</div><div class='input'>
<span class='co'># For FOCUS C, the more complex models fit better</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS C"</span>])</div><div class='output co'>#&gt; df AIC
-#&gt; SFO 3 59.84675
-#&gt; FOMC 4 44.70584
-#&gt; DFOP 5 29.08369</div></pre>
+#&gt; SFO 3 59.29336
+#&gt; FOMC 4 44.68652
+#&gt; DFOP 5 29.02372</div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/CAKE_export.html b/docs/reference/CAKE_export.html
index 38b8368c..e4ed9cda 100644
--- a/docs/reference/CAKE_export.html
+++ b/docs/reference/CAKE_export.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/DFOP.solution.html b/docs/reference/DFOP.solution.html
index 378d6eb2..335c3a80 100644
--- a/docs/reference/DFOP.solution.html
+++ b/docs/reference/DFOP.solution.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/Extract.mmkin.html b/docs/reference/Extract.mmkin.html
index 3567af48..77eff52e 100644
--- a/docs/reference/Extract.mmkin.html
+++ b/docs/reference/Extract.mmkin.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -172,26 +172,26 @@
<span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
<span class='no'>fits</span>[<span class='st'>"FOMC"</span>, ]</div><div class='output co'>#&gt; dataset
#&gt; model B C
-#&gt; FOMC List,45 List,45
+#&gt; FOMC List,36 List,36
#&gt; attr(,"class")
#&gt; [1] "mmkin"</div><div class='input'> <span class='no'>fits</span>[, <span class='st'>"B"</span>]</div><div class='output co'>#&gt; dataset
#&gt; model B
-#&gt; SFO List,45
-#&gt; FOMC List,45
+#&gt; SFO List,36
+#&gt; FOMC List,36
#&gt; attr(,"class")
#&gt; [1] "mmkin"</div><div class='input'> <span class='no'>fits</span>[<span class='st'>"SFO"</span>, <span class='st'>"B"</span>]</div><div class='output co'>#&gt; dataset
#&gt; model B
-#&gt; SFO List,45
+#&gt; SFO List,36
#&gt; attr(,"class")
#&gt; [1] "mmkin"</div><div class='input'>
<span class='fu'><a href='https://www.rdocumentation.org/packages/utils/topics/head'>head</a></span>(
<span class='co'># This extracts an mkinfit object with lots of components</span>
<span class='no'>fits</span><span class='kw'>[[</span><span class='st'>"FOMC"</span>, <span class='st'>"B"</span>]]
)</div><div class='output co'>#&gt; $par
-#&gt; parent_0 log_alpha log_beta
-#&gt; 99.666193 2.549849 5.050586
+#&gt; parent_0 log_alpha log_beta sigma
+#&gt; 99.666193 2.549849 5.050586 1.890202
#&gt;
-#&gt; $ssr
+#&gt; $objective
#&gt; [1] 28.58291
#&gt;
#&gt; $convergence
@@ -202,10 +202,10 @@
#&gt;
#&gt; $evaluations
#&gt; function gradient
-#&gt; 25 78
+#&gt; 25 76
#&gt;
-#&gt; $counts
-#&gt; [1] "relative convergence (4)"
+#&gt; $message
+#&gt; [1] "both X-convergence and relative convergence (5)"
#&gt; </div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
diff --git a/docs/reference/FOCUS_2006_DFOP_ref_A_to_B.html b/docs/reference/FOCUS_2006_DFOP_ref_A_to_B.html
index cdceeb0b..047a5f4d 100644
--- a/docs/reference/FOCUS_2006_DFOP_ref_A_to_B.html
+++ b/docs/reference/FOCUS_2006_DFOP_ref_A_to_B.html
@@ -67,7 +67,7 @@ in this fit." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/FOCUS_2006_FOMC_ref_A_to_F.html b/docs/reference/FOCUS_2006_FOMC_ref_A_to_F.html
index 0f51b1ce..cc3560ed 100644
--- a/docs/reference/FOCUS_2006_FOMC_ref_A_to_F.html
+++ b/docs/reference/FOCUS_2006_FOMC_ref_A_to_F.html
@@ -67,7 +67,7 @@ in this fit." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/FOCUS_2006_HS_ref_A_to_F.html b/docs/reference/FOCUS_2006_HS_ref_A_to_F.html
index e0b8d760..5f6fc197 100644
--- a/docs/reference/FOCUS_2006_HS_ref_A_to_F.html
+++ b/docs/reference/FOCUS_2006_HS_ref_A_to_F.html
@@ -67,7 +67,7 @@ in this fit." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/FOCUS_2006_SFO_ref_A_to_F.html b/docs/reference/FOCUS_2006_SFO_ref_A_to_F.html
index d07fb469..45d00237 100644
--- a/docs/reference/FOCUS_2006_SFO_ref_A_to_F.html
+++ b/docs/reference/FOCUS_2006_SFO_ref_A_to_F.html
@@ -67,7 +67,7 @@ in this fit." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/FOCUS_2006_datasets.html b/docs/reference/FOCUS_2006_datasets.html
index b766c88b..2b060f47 100644
--- a/docs/reference/FOCUS_2006_datasets.html
+++ b/docs/reference/FOCUS_2006_datasets.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/FOMC.solution.html b/docs/reference/FOMC.solution.html
index 8763c878..90a4810c 100644
--- a/docs/reference/FOMC.solution.html
+++ b/docs/reference/FOMC.solution.html
@@ -67,7 +67,7 @@ The form given here differs slightly from the original reference by Gustafson
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/HS.solution.html b/docs/reference/HS.solution.html
index 940d3186..1365e23f 100644
--- a/docs/reference/HS.solution.html
+++ b/docs/reference/HS.solution.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/IORE.solution.html b/docs/reference/IORE.solution.html
index 9a497f92..c9b79512 100644
--- a/docs/reference/IORE.solution.html
+++ b/docs/reference/IORE.solution.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -176,20 +176,20 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='kw'>function</span>(<span class='no'>x</span>) <span class='fu'>IORE.solution</span>(<span class='no'>x</span>, <span class='fl'>100</span>, <span class='fl'>0.2</span>, <span class='fl'>1.3</span>), <span class='fl'>0</span>, <span class='fl'>2</span>,
- <span class='kw'>ylim</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>0</span>, <span class='fl'>100</span>))</div><div class='img'><img src='IORE.solution-1.png' alt='' width='700' height='433' /></div><div class='input'> <span class='no'>fit.fomc</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"FOMC"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='no'>fit.iore</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"IORE"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='no'>fit.iore.deS</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"IORE"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-
- <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/data.frame'>data.frame</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit.fomc</span>), <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit.iore</span>), <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit.iore.deS</span>),
- <span class='kw'>row.names</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='st'>"model par"</span>, <span class='fl'>1</span>:<span class='fl'>3</span>)))</div><div class='output co'>#&gt; coef.fit.fomc. coef.fit.iore. coef.fit.iore.deS.
-#&gt; model par 1 85.87489063 85.874890 85.874890
-#&gt; model par 2 0.05192238 -4.826631 -4.826631
-#&gt; model par 3 0.65096665 1.949403 1.949403</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/cbind'>rbind</a></span>(<span class='kw'>fomc</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.fomc</span>)$<span class='no'>distimes</span>, <span class='kw'>iore</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.iore</span>)$<span class='no'>distimes</span>,
- <span class='kw'>iore.deS</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.iore</span>)$<span class='no'>distimes</span>))</div><div class='output co'>#&gt; DT50 DT90 DT50back
+ <pre class="examples"><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='kw'>function</span>(<span class='no'>x</span>) <span class='fu'>IORE.solution</span>(<span class='no'>x</span>, <span class='fl'>100</span>, <span class='fl'>0.2</span>, <span class='fl'>1.3</span>), <span class='fl'>0</span>, <span class='fl'>2</span>, <span class='kw'>ylim</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>0</span>, <span class='fl'>100</span>))</div><div class='img'><img src='IORE.solution-1.png' alt='' width='700' height='433' /></div><div class='input'> </div><div class='input'> <span class='no'>fit.fomc</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"FOMC"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
+ <span class='no'>fit.iore</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"IORE"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
+ <span class='no'>fit.iore.deS</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"IORE"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
+
+ <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/data.frame'>data.frame</a></span>(<span class='no'>fit.fomc</span>$<span class='no'>par</span>, <span class='no'>fit.iore</span>$<span class='no'>par</span>, <span class='no'>fit.iore.deS</span>$<span class='no'>par</span>,
+ <span class='kw'>row.names</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='st'>"model par"</span>, <span class='fl'>1</span>:<span class='fl'>4</span>)))</div><div class='output co'>#&gt; fit.fomc.par fit.iore.par fit.iore.deS.par
+#&gt; model par 1 85.87488995 85.874890 85.874890
+#&gt; model par 2 0.05192228 -4.826631 -4.826631
+#&gt; model par 3 0.65096650 1.949403 1.949403
+#&gt; model par 4 1.85744396 1.857444 1.857444</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/cbind'>rbind</a></span>(<span class='kw'>fomc</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.fomc</span>)$<span class='no'>distimes</span>, <span class='kw'>iore</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.iore</span>)$<span class='no'>distimes</span>,
+ <span class='kw'>iore.deS</span> <span class='kw'>=</span> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.iore</span>)$<span class='no'>distimes</span>))</div><div class='output co'>#&gt; DT50 DT90 DT50back
#&gt; fomc 1.785233 15.1479 4.559973
#&gt; iore 1.785233 15.1479 4.559973
-#&gt; iore.deS 1.785233 15.1479 4.559973</div></pre>
+#&gt; iore.deS 1.785233 15.1479 4.559973</div><div class='input'> </div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/NAFTA_SOP_2015.html b/docs/reference/NAFTA_SOP_2015.html
index b2aba7ef..513cb128 100644
--- a/docs/reference/NAFTA_SOP_2015.html
+++ b/docs/reference/NAFTA_SOP_2015.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -155,8 +155,7 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='no'>nafta_evaluation</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='nafta.html'>nafta</a></span>(<span class='no'>NAFTA_SOP_Appendix_D</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Calculation of the Jacobian failed for the cost function of the untransformed model.</span>
-#&gt; <span class='warning'>No t-test results will be available</span></div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life of the IORE model is longer than the one corresponding</span></div><div class='output co'>#&gt; <span class='message'>to the terminal degradation rate found with the DFOP model.</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life obtained from the DFOP model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='output co'>#&gt; Sums of squares:
+ <pre class="examples"><div class='input'> <span class='no'>nafta_evaluation</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='nafta.html'>nafta</a></span>(<span class='no'>NAFTA_SOP_Appendix_D</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life of the IORE model is longer than the one corresponding</span></div><div class='output co'>#&gt; <span class='message'>to the terminal degradation rate found with the DFOP model.</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life obtained from the DFOP model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='output co'>#&gt; Sums of squares:
#&gt; SFO IORE DFOP
#&gt; 1378.6832 615.7730 517.8836
#&gt;
@@ -165,22 +164,25 @@
#&gt;
#&gt; Parameters:
#&gt; $SFO
-#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 83.7558 8.08e-15 76.92822 90.58328
-#&gt; k_parent_sink 0.0017 7.45e-05 0.00111 0.00262
+#&gt; Estimate Pr(&gt;t) Lower Upper
+#&gt; parent_0 83.7558 1.80e-14 77.18268 90.3288
+#&gt; k_parent_sink 0.0017 7.43e-05 0.00112 0.0026
+#&gt; sigma 8.7518 1.22e-05 5.64278 11.8608
#&gt;
#&gt; $IORE
#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 9.69e+01 NA 8.75e+01 1.06e+02
-#&gt; k__iore_parent_sink 8.40e-14 NA 1.09e-19 6.47e-08
-#&gt; N_parent 6.68e+00 NA 3.54e+00 9.83e+00
+#&gt; parent_0 9.69e+01 NA 8.88e+01 1.05e+02
+#&gt; k__iore_parent_sink 8.40e-14 NA 1.79e-18 3.94e-09
+#&gt; N_parent 6.68e+00 NA 4.19e+00 9.17e+00
+#&gt; sigma 5.85e+00 NA 3.76e+00 7.94e+00
#&gt;
#&gt; $DFOP
#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 9.76e+01 4.44e-13 8.88e+01 1.06e+02
-#&gt; k1 4.24e-02 3.55e-02 1.41e-02 1.27e-01
-#&gt; k2 8.24e-04 2.06e-02 3.17e-04 2.14e-03
-#&gt; g 2.88e-01 1.31e-04 1.78e-01 4.30e-01
+#&gt; parent_0 9.76e+01 1.94e-13 9.02e+01 1.05e+02
+#&gt; k1 4.24e-02 5.92e-03 2.03e-02 8.88e-02
+#&gt; k2 8.24e-04 6.48e-03 3.89e-04 1.75e-03
+#&gt; g 2.88e-01 2.47e-05 1.95e-01 4.03e-01
+#&gt; sigma 5.36e+00 2.22e-05 3.43e+00 7.30e+00
#&gt;
#&gt;
#&gt; DTx values:
@@ -190,7 +192,7 @@
#&gt; DFOP 429 2380 841
#&gt;
#&gt; Representative half-life:
-#&gt; [1] 841.4096</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='img'><img src='NAFTA_SOP_2015-1.png' alt='' width='700' height='433' /></div></pre>
+#&gt; [1] 841.4094</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='img'><img src='NAFTA_SOP_2015-1.png' alt='' width='700' height='433' /></div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/NAFTA_SOP_Attachment-1.png b/docs/reference/NAFTA_SOP_Attachment-1.png
index d781cdb0..7c6c723f 100644
--- a/docs/reference/NAFTA_SOP_Attachment-1.png
+++ b/docs/reference/NAFTA_SOP_Attachment-1.png
Binary files differ
diff --git a/docs/reference/NAFTA_SOP_Attachment.html b/docs/reference/NAFTA_SOP_Attachment.html
index 22d9c9fd..ead06a54 100644
--- a/docs/reference/NAFTA_SOP_Attachment.html
+++ b/docs/reference/NAFTA_SOP_Attachment.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -152,7 +152,7 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='no'>nafta_att_p5a</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='nafta.html'>nafta</a></span>(<span class='no'>NAFTA_SOP_Attachment</span><span class='kw'>[[</span><span class='st'>"p5a"</span>]], <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Could not estimate covariance matrix; singular system.</span></div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The half-life obtained from the IORE model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_att_p5a</span>)</div><div class='output co'>#&gt; Sums of squares:
+ <pre class="examples"><div class='input'> <span class='no'>nafta_att_p5a</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='nafta.html'>nafta</a></span>(<span class='no'>NAFTA_SOP_Attachment</span><span class='kw'>[[</span><span class='st'>"p5a"</span>]], <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The half-life obtained from the IORE model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_att_p5a</span>)</div><div class='output co'>#&gt; Sums of squares:
#&gt; SFO IORE DFOP
#&gt; 465.21753 56.27506 32.06401
#&gt;
@@ -162,28 +162,31 @@
#&gt; Parameters:
#&gt; $SFO
#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 95.8401 1.10e-21 92.121 99.5597
-#&gt; k_parent_sink 0.0102 1.71e-12 0.009 0.0117
+#&gt; parent_0 95.8401 4.67e-21 92.245 99.4357
+#&gt; k_parent_sink 0.0102 3.92e-12 0.009 0.0117
+#&gt; sigma 4.8230 3.81e-06 3.214 6.4318
#&gt;
#&gt; $IORE
-#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 1.01e+02 2.37e-26 9.89e+01 1.03e+02
-#&gt; k__iore_parent_sink 1.54e-05 8.73e-02 3.48e-06 6.85e-05
-#&gt; N_parent 2.57e+00 1.14e-11 2.22e+00 2.92e+00
+#&gt; Estimate Pr(&gt;t) Lower Upper
+#&gt; parent_0 1.01e+02 NA 9.91e+01 1.02e+02
+#&gt; k__iore_parent_sink 1.54e-05 NA 4.08e-06 5.84e-05
+#&gt; N_parent 2.57e+00 NA 2.25e+00 2.89e+00
+#&gt; sigma 1.68e+00 NA 1.12e+00 2.24e+00
#&gt;
#&gt; $DFOP
-#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 9.99e+01 4.33e-27 NA NA
-#&gt; k1 2.67e-02 3.17e-05 NA NA
-#&gt; k2 2.16e-12 5.00e-01 NA NA
-#&gt; g 6.47e-01 2.13e-05 NA NA
+#&gt; Estimate Pr(&gt;t) Lower Upper
+#&gt; parent_0 9.99e+01 1.41e-26 98.8116 101.0810
+#&gt; k1 2.67e-02 5.05e-06 0.0243 0.0295
+#&gt; k2 3.41e-12 5.00e-01 0.0000 Inf
+#&gt; g 6.47e-01 3.67e-06 0.6248 0.6677
+#&gt; sigma 1.27e+00 8.91e-06 0.8395 1.6929
#&gt;
#&gt;
#&gt; DTx values:
#&gt; DT50 DT90 DT50_rep
#&gt; SFO 67.7 2.25e+02 6.77e+01
#&gt; IORE 58.2 1.07e+03 3.22e+02
-#&gt; DFOP 55.5 5.84e+11 3.21e+11
+#&gt; DFOP 55.5 3.70e+11 2.03e+11
#&gt;
#&gt; Representative half-life:
#&gt; [1] 321.5119</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>nafta_att_p5a</span>)</div><div class='img'><img src='NAFTA_SOP_Attachment-1.png' alt='' width='700' height='433' /></div></pre>
diff --git a/docs/reference/SFO.solution.html b/docs/reference/SFO.solution.html
index dea4527e..2eb3a9b0 100644
--- a/docs/reference/SFO.solution.html
+++ b/docs/reference/SFO.solution.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/SFORB.solution.html b/docs/reference/SFORB.solution.html
index a09f3d94..f2743fe4 100644
--- a/docs/reference/SFORB.solution.html
+++ b/docs/reference/SFORB.solution.html
@@ -67,7 +67,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/add_err-1.png b/docs/reference/add_err-1.png
index d099898c..e2107cc2 100644
--- a/docs/reference/add_err-1.png
+++ b/docs/reference/add_err-1.png
Binary files differ
diff --git a/docs/reference/add_err-2.png b/docs/reference/add_err-2.png
index f6de95a0..2fab0ee4 100644
--- a/docs/reference/add_err-2.png
+++ b/docs/reference/add_err-2.png
Binary files differ
diff --git a/docs/reference/add_err-3.png b/docs/reference/add_err-3.png
index 13f54e65..6e6592a5 100644
--- a/docs/reference/add_err-3.png
+++ b/docs/reference/add_err-3.png
Binary files differ
diff --git a/docs/reference/add_err.html b/docs/reference/add_err.html
index 8b6668f1..2eee6131 100644
--- a/docs/reference/add_err.html
+++ b/docs/reference/add_err.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -215,14 +215,12 @@
<span class='co'># Name the datasets for nicer plotting</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/names'>names</a></span>(<span class='no'>d_SFO_SFO_err</span>) <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='st'>"Dataset"</span>, <span class='fl'>1</span>:<span class='fl'>3</span>)
-<span class='co'># Name the model in the list of models (with only one member in this case)</span>
-<span class='co'># for nicer plotting later on.</span>
-<span class='co'># Be quiet and use the faster Levenberg-Marquardt algorithm, as the datasets</span>
-<span class='co'># are easy and examples are run often. Use only one core not to offend CRAN</span>
+<span class='co'># Name the model in the list of models (with only one member in this case) for</span>
+<span class='co'># nicer plotting later on. Be quiet and use only one core not to offend CRAN</span>
<span class='co'># checks</span>
<span class='no'>f_SFO_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='st'>"SFO-SFO"</span> <span class='kw'>=</span> <span class='no'>m_SFO_SFO</span>),
<span class='no'>d_SFO_SFO_err</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>,
- <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>method.modFit</span> <span class='kw'>=</span> <span class='st'>"Marq"</span>)
+ <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>f_SFO_SFO</span>)</div><div class='img'><img src='add_err-1.png' alt='' width='700' height='433' /></div><div class='input'>
<span class='co'># We would like to inspect the fit for dataset 3 more closely</span>
diff --git a/docs/reference/endpoints.html b/docs/reference/endpoints.html
index 4d777ce2..5f419781 100644
--- a/docs/reference/endpoints.html
+++ b/docs/reference/endpoints.html
@@ -66,7 +66,7 @@ with the advantage that the SFORB model can also be used for metabolites." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/geometric_mean.html b/docs/reference/geometric_mean.html
index f8beb987..908aa8cc 100644
--- a/docs/reference/geometric_mean.html
+++ b/docs/reference/geometric_mean.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/ilr.html b/docs/reference/ilr.html
index 02c96b92..0a18d535 100644
--- a/docs/reference/ilr.html
+++ b/docs/reference/ilr.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index e1f149e2..42028d60 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -60,7 +60,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/logLik.mkinfit.html b/docs/reference/logLik.mkinfit.html
index fc4193cb..0184d573 100644
--- a/docs/reference/logLik.mkinfit.html
+++ b/docs/reference/logLik.mkinfit.html
@@ -33,23 +33,12 @@
<meta property="og:title" content="Calculated the log-likelihood of a fitted mkinfit object — logLik.mkinfit" />
<meta property="og:description" content="This function simply calculates the product of the likelihood densities
- calculated using dnorm, i.e. assuming normal distribution.
+ calculated using dnorm, i.e. assuming normal distribution,
+ with of the mean predicted by the degradation model, and the
+ standard deviation predicted by the error model.
The total number of estimated parameters returned with the value
of the likelihood is calculated as the sum of fitted degradation
- model parameters and the fitted error model parameters.
-For the case of unweighted least squares fitting, we calculate one
- constant standard deviation from the residuals using sd
- and add one to the number of fitted degradation model parameters.
-For the case of manual weighting, we use the weight given for each
- observation as standard deviation in calculating its likelihood
- and the total number of estimated parameters is equal to the
- number of fitted degradation model parameters.
-In the case of iterative reweighting, the variances obtained by this
- procedure are used in the likelihood calculations, and the number of
- estimated parameters is obtained by the number of degradation model
- parameters plus the number of variance model parameters, i.e. the number of
- observed variables if the reweighting method is &quot;obs&quot;, and two if the
- reweighting method is &quot;tc&quot;." />
+ model parameters and the fitted error model parameters." />
<meta name="twitter:card" content="summary" />
@@ -80,7 +69,7 @@ In the case of iterative reweighting, the variances obtained by this
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -146,23 +135,12 @@ In the case of iterative reweighting, the variances obtained by this
<div class="ref-description">
<p>This function simply calculates the product of the likelihood densities
- calculated using <code><a href='https://www.rdocumentation.org/packages/stats/topics/Normal'>dnorm</a></code>, i.e. assuming normal distribution.</p>
+ calculated using <code><a href='https://www.rdocumentation.org/packages/stats/topics/Normal'>dnorm</a></code>, i.e. assuming normal distribution,
+ with of the mean predicted by the degradation model, and the
+ standard deviation predicted by the error model.</p>
<p>The total number of estimated parameters returned with the value
of the likelihood is calculated as the sum of fitted degradation
model parameters and the fitted error model parameters.</p>
-<p>For the case of unweighted least squares fitting, we calculate one
- constant standard deviation from the residuals using <code><a href='https://www.rdocumentation.org/packages/stats/topics/sd'>sd</a></code>
- and add one to the number of fitted degradation model parameters.</p>
-<p>For the case of manual weighting, we use the weight given for each
- observation as standard deviation in calculating its likelihood
- and the total number of estimated parameters is equal to the
- number of fitted degradation model parameters.</p>
-<p>In the case of iterative reweighting, the variances obtained by this
- procedure are used in the likelihood calculations, and the number of
- estimated parameters is obtained by the number of degradation model
- parameters plus the number of variance model parameters, i.e. the number of
- observed variables if the reweighting method is "obs", and two if the
- reweighting method is "tc".</p>
</div>
@@ -199,17 +177,10 @@ In the case of iterative reweighting, the variances obtained by this
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"m1"</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>)
)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> <span class='no'>d_t</span> <span class='kw'>&lt;-</span> <span class='no'>FOCUS_2006_D</span>
- <span class='no'>d_t</span>[<span class='fl'>23</span>:<span class='fl'>24</span>, <span class='st'>"value"</span>] <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>NA</span>) <span class='co'># can't cope with zero values at the moment</span>
- <span class='no'>f_nw</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) <span class='co'># no weighting (weights are unity)</span>
- <span class='no'>f_obs</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>reweight.method</span> <span class='kw'>=</span> <span class='st'>"obs"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='no'>f_tc</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>reweight.method</span> <span class='kw'>=</span> <span class='st'>"tc"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='no'>d_t</span>$<span class='no'>err</span> <span class='kw'>&lt;-</span> <span class='no'>d_t</span>$<span class='no'>value</span> <span class='co'># Manual weighting assuming sigma ~ y</span>
- <span class='no'>f_man</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>err</span> <span class='kw'>=</span> <span class='st'>"err"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f_nw</span>, <span class='no'>f_obs</span>, <span class='no'>f_tc</span>, <span class='no'>f_man</span>)</div><div class='output co'>#&gt; df AIC
-#&gt; f_nw 5 204.4619
+ <span class='no'>f_nw</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) <span class='co'># no weighting (weights are unity)</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='no'>f_obs</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"obs"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='no'>f_tc</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>sfo_sfo</span>, <span class='no'>d_t</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"tc"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></span>(<span class='no'>f_nw</span>, <span class='no'>f_obs</span>, <span class='no'>f_tc</span>)</div><div class='output co'>#&gt; df AIC
+#&gt; f_nw 5 204.4486
#&gt; f_obs 6 205.8727
-#&gt; f_tc 6 143.8773
-#&gt; f_man 4 291.8000</div><div class='input'> </div></pre>
+#&gt; f_tc 6 141.9656</div><div class='input'> </div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/logistic.solution.html b/docs/reference/logistic.solution.html
index 9687d7d3..4ce03e83 100644
--- a/docs/reference/logistic.solution.html
+++ b/docs/reference/logistic.solution.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -205,17 +205,19 @@
<span class='kw'>n</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>reps</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>digits</span> <span class='kw'>=</span> <span class='fl'>5</span>, <span class='kw'>LOD</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>seed</span> <span class='kw'>=</span> <span class='fl'>123456</span>)<span class='kw'>[[</span><span class='fl'>1</span>]]
<span class='no'>m</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"logistic"</span>, <span class='no'>d_2_1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>m</span>)</div><div class='img'><img src='logistic.solution-2.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>m</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
-#&gt; parent_0 1.057896e+02 2.3743105248 44.5559374 6.656664e-16 1.006602e+02
-#&gt; kmax 6.398190e-02 0.0193490291 3.3067243 2.836921e-03 3.329058e-02
-#&gt; k0 1.612775e-04 0.0009640761 0.1672871 4.348592e-01 3.972250e-10
-#&gt; r 2.263946e-01 0.2822811886 0.8020181 2.184792e-01 1.531165e-02
+ <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>m</span>)</div><div class='img'><img src='logistic.solution-2.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>m</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
+#&gt; parent_0 1.057896e+02 1.9023449643 55.610120 3.768361e-16 1.016451e+02
+#&gt; kmax 6.398190e-02 0.0143201029 4.467978 3.841828e-04 3.929235e-02
+#&gt; k0 1.612775e-04 0.0005866813 0.274898 3.940351e-01 5.846687e-08
+#&gt; r 2.263946e-01 0.1718110718 1.317695 1.061044e-01 4.335843e-02
+#&gt; sigma 5.332935e+00 0.9145907310 5.830952 4.036926e-05 3.340213e+00
#&gt; Upper
-#&gt; parent_0 110.9190170
-#&gt; kmax 0.1229682
-#&gt; k0 65.4803698
-#&gt; r 3.3474197</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>m</span>)$<span class='no'>distimes</span></div><div class='output co'>#&gt; DT50 DT90 DT50_k0 DT50_kmax
-#&gt; parent 36.86533 62.41511 4297.854 10.83349</div></pre>
+#&gt; parent_0 109.9341588
+#&gt; kmax 0.1041853
+#&gt; k0 0.4448749
+#&gt; r 1.1821121
+#&gt; sigma 7.3256566</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>m</span>)$<span class='no'>distimes</span></div><div class='output co'>#&gt; DT50 DT90 DT50_k0 DT50_kmax
+#&gt; parent 36.86533 62.41511 4297.853 10.83349</div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/max_twa_parent.html b/docs/reference/max_twa_parent.html
index f62ed5d5..33c5ee4f 100644
--- a/docs/reference/max_twa_parent.html
+++ b/docs/reference/max_twa_parent.html
@@ -67,7 +67,7 @@ guidance." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/mccall81_245T-1.png b/docs/reference/mccall81_245T-1.png
new file mode 100644
index 00000000..859f315a
--- /dev/null
+++ b/docs/reference/mccall81_245T-1.png
Binary files differ
diff --git a/docs/reference/mccall81_245T.html b/docs/reference/mccall81_245T.html
index 47fa6482..a336a840 100644
--- a/docs/reference/mccall81_245T.html
+++ b/docs/reference/mccall81_245T.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -141,10 +141,10 @@
<h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
<p>A dataframe containing the following variables.</p><dl class='dl-horizontal'>
- <dt><code>name</code></dt><dd><p>the name of the compound observed. Note that T245 is used as
+ <dt><code>name</code></dt><dd><p>the name of the compound observed. Note that T245 is used as
an acronym for 2,4,5-T. T245 is a legitimate object name
in R, which is necessary for specifying models using
- <code><a href='mkinmod.html'>mkinmod</a></code>.</p></dd>
+ <code><a href='mkinmod.html'>mkinmod</a></code>.</p></dd>
<dt><code>time</code></dt><dd><p>a numeric vector containing sampling times in days after
treatment</p></dd>
<dt><code>value</code></dt><dd><p>a numeric vector containing concentrations in percent of applied radioactivity</p></dd>
@@ -160,23 +160,24 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'> <span class='no'>SFO_SFO_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>T245</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"phenol"</span>),
<span class='kw'>phenol</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"anisole"</span>),
- <span class='kw'>anisole</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> </div><div class='input'> <span class='no'>fit.1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO_SFO</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>mccall81_245T</span>, <span class='no'>soil</span> <span class='kw'>==</span> <span class='st'>"Commerce"</span>), <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.1</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Could not estimate covariance matrix; singular system.</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
-#&gt; T245_0 1.038550e+02 2.4256088519 4.281607e+01 7.235908e-20 NA
-#&gt; k_T245_sink 1.636106e-02 0.0183803090 8.901408e-01 1.925667e-01 NA
-#&gt; k_T245_phenol 2.700936e-02 0.0179604385 1.503825e+00 7.498498e-02 NA
-#&gt; k_phenol_sink 1.286034e-11 0.2810970202 4.575054e-11 5.000000e-01 NA
-#&gt; k_phenol_anisole 4.050581e-01 0.1608928349 2.517564e+00 1.075371e-02 NA
-#&gt; k_anisole_sink 6.678742e-03 0.0008199239 8.145563e+00 9.469402e-08 NA
-#&gt; Upper
-#&gt; T245_0 NA
-#&gt; k_T245_sink NA
-#&gt; k_T245_phenol NA
-#&gt; k_phenol_sink NA
-#&gt; k_phenol_anisole NA
-#&gt; k_anisole_sink NA</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.1</span>)</div><div class='output co'>#&gt; $ff
+ <span class='kw'>anisole</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> </div><div class='input'> <span class='no'>fit.1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO_SFO</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>mccall81_245T</span>, <span class='no'>soil</span> <span class='kw'>==</span> <span class='st'>"Commerce"</span>), <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.1</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; <span class='warning'>Warning: NaNs wurden erzeugt</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
+#&gt; T245_0 1.038550e+02 2.1508106806 48.286460 3.542223e-18 99.246062186
+#&gt; k_T245_sink 1.636106e-02 NaN NaN NaN 0.012661557
+#&gt; k_T245_phenol 2.700936e-02 NaN NaN NaN 0.024487315
+#&gt; k_phenol_sink 1.054519e-10 NaN NaN NaN 0.000000000
+#&gt; k_phenol_anisole 4.050581e-01 0.1053797258 3.843795 7.969973e-04 0.218013983
+#&gt; k_anisole_sink 6.678742e-03 0.0006205825 10.762053 9.427693e-09 0.005370739
+#&gt; sigma 2.514628e+00 0.3383657682 7.431685 1.054052e-06 1.706607296
+#&gt; Upper
+#&gt; T245_0 1.084640e+02
+#&gt; k_T245_sink 2.114150e-02
+#&gt; k_T245_phenol 2.979116e-02
+#&gt; k_phenol_sink Inf
+#&gt; k_phenol_anisole 7.525759e-01
+#&gt; k_anisole_sink 8.305299e-03
+#&gt; sigma 3.322649e+00</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.1</span>)</div><div class='output co'>#&gt; $ff
#&gt; T245_sink T245_phenol phenol_sink phenol_anisole anisole_sink
-#&gt; 3.772401e-01 6.227599e-01 3.174937e-11 1.000000e+00 1.000000e+00
+#&gt; 3.772401e-01 6.227599e-01 2.603376e-10 1.000000e+00 1.000000e+00
#&gt;
#&gt; $SFORB
#&gt; logical(0)
@@ -185,26 +186,26 @@
#&gt; DT50 DT90
#&gt; T245 15.982025 53.09114
#&gt; phenol 1.711229 5.68458
-#&gt; anisole 103.784093 344.76330
-#&gt; </div><div class='input'> <span class='co'># No convergence, no covariance matrix ...</span>
- <span class='co'># k_phenol_sink is really small, therefore fix it to zero</span>
+#&gt; anisole 103.784092 344.76329
+#&gt; </div><div class='input'> <span class='co'># k_phenol_sink is really small, therefore fix it to zero</span>
<span class='no'>fit.2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO_SFO</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>mccall81_245T</span>, <span class='no'>soil</span> <span class='kw'>==</span> <span class='st'>"Commerce"</span>),
<span class='kw'>parms.ini</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>k_phenol_sink</span> <span class='kw'>=</span> <span class='fl'>0</span>),
- <span class='kw'>fixed_parms</span> <span class='kw'>=</span> <span class='st'>"k_phenol_sink"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.2</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
-#&gt; T245_0 1.038550e+02 2.3517950656 44.159900 6.461715e-21 98.932670927
-#&gt; k_T245_sink 1.636106e-02 0.0021685502 7.544701 1.978480e-07 0.012397413
-#&gt; k_T245_phenol 2.700936e-02 0.0013511301 19.990199 1.606634e-14 0.024324422
-#&gt; k_phenol_anisole 4.050581e-01 0.1238660786 3.270129 2.013627e-03 0.213574853
-#&gt; k_anisole_sink 6.678742e-03 0.0007468908 8.942059 1.543812e-08 0.005284957
+ <span class='kw'>fixed_parms</span> <span class='kw'>=</span> <span class='st'>"k_phenol_sink"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.2</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
+#&gt; T245_0 1.038550e+02 2.1623652988 48.028441 4.993105e-19 99.271024566
+#&gt; k_T245_sink 1.636106e-02 0.0019676253 8.315129 1.673677e-07 0.012679144
+#&gt; k_T245_phenol 2.700936e-02 0.0012421965 21.743225 1.314080e-13 0.024500318
+#&gt; k_phenol_anisole 4.050581e-01 0.1177235385 3.440757 1.679236e-03 0.218746681
+#&gt; k_anisole_sink 6.678743e-03 0.0006829745 9.778904 1.872891e-08 0.005377084
+#&gt; sigma 2.514628e+00 0.3790944250 6.633250 2.875782e-06 1.710983655
#&gt; Upper
-#&gt; T245_0 1.087774e+02
-#&gt; k_T245_sink 2.159195e-02
-#&gt; k_T245_phenol 2.999066e-02
-#&gt; k_phenol_anisole 7.682180e-01
-#&gt; k_anisole_sink 8.440105e-03</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.1</span>)</div><div class='output co'>#&gt; $ff
+#&gt; T245_0 1.084390e+02
+#&gt; k_T245_sink 2.111217e-02
+#&gt; k_T245_phenol 2.977534e-02
+#&gt; k_phenol_anisole 7.500550e-01
+#&gt; k_anisole_sink 8.295501e-03
+#&gt; sigma 3.318272e+00</div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.1</span>)</div><div class='output co'>#&gt; $ff
#&gt; T245_sink T245_phenol phenol_sink phenol_anisole anisole_sink
-#&gt; 3.772401e-01 6.227599e-01 3.174937e-11 1.000000e+00 1.000000e+00
+#&gt; 3.772401e-01 6.227599e-01 2.603376e-10 1.000000e+00 1.000000e+00
#&gt;
#&gt; $SFORB
#&gt; logical(0)
@@ -213,8 +214,8 @@
#&gt; DT50 DT90
#&gt; T245 15.982025 53.09114
#&gt; phenol 1.711229 5.68458
-#&gt; anisole 103.784093 344.76330
-#&gt; </div><div class='input'> </div></pre>
+#&gt; anisole 103.784092 344.76329
+#&gt; </div><div class='input'> <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>fit.2</span>)</div><div class='img'><img src='mccall81_245T-1.png' alt='' width='700' height='433' /></div><div class='input'> </div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/mkin_long_to_wide.html b/docs/reference/mkin_long_to_wide.html
index ee781c11..7d0ad2fc 100644
--- a/docs/reference/mkin_long_to_wide.html
+++ b/docs/reference/mkin_long_to_wide.html
@@ -32,9 +32,9 @@
<meta property="og:title" content="Convert a dataframe from long to wide format — mkin_long_to_wide" />
-<meta property="og:description" content="This function takes a dataframe in the long form as required by modCost
- and converts it into a dataframe with one independent variable and several
- dependent variables as columns." />
+<meta property="og:description" content="This function takes a dataframe in the long form, i.e. with a row
+ for each observed value, and converts it into a dataframe with one
+ independent variable and several dependent variables as columns." />
<meta name="twitter:card" content="summary" />
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -130,9 +130,9 @@
<div class="ref-description">
- <p>This function takes a dataframe in the long form as required by <code>modCost</code>
- and converts it into a dataframe with one independent variable and several
- dependent variables as columns.</p>
+ <p>This function takes a dataframe in the long form, i.e. with a row
+ for each observed value, and converts it into a dataframe with one
+ independent variable and several dependent variables as columns.</p>
</div>
diff --git a/docs/reference/mkin_wide_to_long.html b/docs/reference/mkin_wide_to_long.html
index f2b9bef7..4fc0e2ed 100644
--- a/docs/reference/mkin_wide_to_long.html
+++ b/docs/reference/mkin_wide_to_long.html
@@ -33,7 +33,7 @@
<meta property="og:title" content="Convert a dataframe with observations over time into long format — mkin_wide_to_long" />
<meta property="og:description" content="This function simply takes a dataframe with one independent variable and several
- dependent variable and converts it into the long form as required by modCost." />
+ dependent variable and converts it into the long form as required by mkinfit." />
<meta name="twitter:card" content="summary" />
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -130,7 +130,7 @@
<div class="ref-description">
<p>This function simply takes a dataframe with one independent variable and several
- dependent variable and converts it into the long form as required by <code>modCost</code>.</p>
+ dependent variable and converts it into the long form as required by <code><a href='mkinfit.html'>mkinfit</a></code>.</p>
</div>
@@ -152,7 +152,7 @@
<h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
- <p>Dataframe in long format as needed for <code>modCost</code>.</p>
+ <p>Dataframe in long format as needed for <code><a href='mkinfit.html'>mkinfit</a></code>.</p>
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
diff --git a/docs/reference/mkinds.html b/docs/reference/mkinds.html
index 3be872e8..2c01be70 100644
--- a/docs/reference/mkinds.html
+++ b/docs/reference/mkinds.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/mkinerrmin.html b/docs/reference/mkinerrmin.html
index 60769486..3ebea1e4 100644
--- a/docs/reference/mkinerrmin.html
+++ b/docs/reference/mkinerrmin.html
@@ -64,7 +64,7 @@ chi-squared test as defined in the FOCUS kinetics report from 2006." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -179,8 +179,7 @@ chi-squared test as defined in the FOCUS kinetics report from 2006.</p>
<pre class="examples"><div class='input'><span class='no'>SFO_SFO</span> <span class='kw'>=</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"m1"</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>),
<span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'>
-<span class='no'>fit_FOCUS_D</span> <span class='kw'>=</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/Round'>round</a></span>(<span class='fu'>mkinerrmin</span>(<span class='no'>fit_FOCUS_D</span>), <span class='fl'>4</span>)</div><div class='output co'>#&gt; err.min n.optim df
+<span class='no'>fit_FOCUS_D</span> <span class='kw'>=</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/Round'>round</a></span>(<span class='fu'>mkinerrmin</span>(<span class='no'>fit_FOCUS_D</span>), <span class='fl'>4</span>)</div><div class='output co'>#&gt; err.min n.optim df
#&gt; All data 0.0640 4 15
#&gt; parent 0.0646 2 7
#&gt; m1 0.0469 2 8</div><div class='input'> <span class='no'>fit_FOCUS_E</span> <span class='kw'>=</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_E</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
diff --git a/docs/reference/mkinfit.html b/docs/reference/mkinfit.html
index df30ef09..d3a826b9 100644
--- a/docs/reference/mkinfit.html
+++ b/docs/reference/mkinfit.html
@@ -32,17 +32,15 @@
<meta property="og:title" content="Fit a kinetic model to data with one or more state variables — mkinfit" />
-<meta property="og:description" content="This function uses the Flexible Modelling Environment package
- FME to create a function calculating the model cost, i.e. the
- deviation between the kinetic model and the observed data. This model cost is
- then minimised using the Port algorithm nlminb,
- using the specified initial or fixed parameters and starting values.
- Per default, parameters in the kinetic models are internally transformed in order
- to better satisfy the assumption of a normal distribution of their estimators.
- In each step of the optimsation, the kinetic model is solved using the
- function mkinpredict. The variance of the residuals for each
- observed variable can optionally be iteratively reweighted until convergence
- using the argument reweight.method = &quot;obs&quot;." />
+<meta property="og:description" content="This function maximises the likelihood of the observed data using
+ the Port algorithm nlminb, and the specified initial or fixed
+ parameters and starting values. In each step of the optimsation, the kinetic
+ model is solved using the function mkinpredict. The parameters
+ of the selected error model are fitted simultaneously with the degradation
+ model parameters, as both of them are arguments of the likelihood function.
+Per default, parameters in the kinetic models are internally transformed in
+ order to better satisfy the assumption of a normal distribution of their
+ estimators." />
<meta name="twitter:card" content="summary" />
@@ -73,7 +71,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -138,17 +136,15 @@
<div class="ref-description">
- <p>This function uses the Flexible Modelling Environment package
- <code>FME</code> to create a function calculating the model cost, i.e. the
- deviation between the kinetic model and the observed data. This model cost is
- then minimised using the Port algorithm <code><a href='https://www.rdocumentation.org/packages/stats/topics/nlminb'>nlminb</a></code>,
- using the specified initial or fixed parameters and starting values.
- Per default, parameters in the kinetic models are internally transformed in order
- to better satisfy the assumption of a normal distribution of their estimators.
- In each step of the optimsation, the kinetic model is solved using the
- function <code><a href='mkinpredict.html'>mkinpredict</a></code>. The variance of the residuals for each
- observed variable can optionally be iteratively reweighted until convergence
- using the argument <code>reweight.method = "obs"</code>.</p>
+ <p>This function maximises the likelihood of the observed data using
+ the Port algorithm <code><a href='https://www.rdocumentation.org/packages/stats/topics/nlminb'>nlminb</a></code>, and the specified initial or fixed
+ parameters and starting values. In each step of the optimsation, the kinetic
+ model is solved using the function <code><a href='mkinpredict.html'>mkinpredict</a></code>. The parameters
+ of the selected error model are fitted simultaneously with the degradation
+ model parameters, as both of them are arguments of the likelihood function.</p>
+<p>Per default, parameters in the kinetic models are internally transformed in
+ order to better satisfy the assumption of a normal distribution of their
+ estimators.</p>
</div>
@@ -160,18 +156,12 @@
<span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"auto"</span>, <span class='st'>"analytical"</span>, <span class='st'>"eigen"</span>, <span class='st'>"deSolve"</span>),
<span class='kw'>method.ode</span> <span class='kw'>=</span> <span class='st'>"lsoda"</span>,
<span class='kw'>use_compiled</span> <span class='kw'>=</span> <span class='st'>"auto"</span>,
- <span class='kw'>method.modFit</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"Port"</span>, <span class='st'>"Marq"</span>, <span class='st'>"SANN"</span>, <span class='st'>"Nelder-Mead"</span>, <span class='st'>"BFGS"</span>, <span class='st'>"CG"</span>, <span class='st'>"L-BFGS-B"</span>),
- <span class='kw'>maxit.modFit</span> <span class='kw'>=</span> <span class='st'>"auto"</span>,
- <span class='kw'>control.modFit</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(),
+ <span class='kw'>control</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>eval.max</span> <span class='kw'>=</span> <span class='fl'>300</span>, <span class='kw'>iter.max</span> <span class='kw'>=</span> <span class='fl'>200</span>),
<span class='kw'>transform_rates</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
<span class='kw'>transform_fractions</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
- <span class='kw'>plot</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>err</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
- <span class='kw'>weight</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"none"</span>, <span class='st'>"manual"</span>, <span class='st'>"std"</span>, <span class='st'>"mean"</span>, <span class='st'>"tc"</span>),
- <span class='kw'>tc</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>sigma_low</span> <span class='kw'>=</span> <span class='fl'>0.5</span>, <span class='kw'>rsd_high</span> <span class='kw'>=</span> <span class='fl'>0.07</span>),
- <span class='kw'>scaleVar</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
+ <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
<span class='kw'>atol</span> <span class='kw'>=</span> <span class='fl'>1e-8</span>, <span class='kw'>rtol</span> <span class='kw'>=</span> <span class='fl'>1e-10</span>, <span class='kw'>n.outtimes</span> <span class='kw'>=</span> <span class='fl'>100</span>,
- <span class='kw'>reweight.method</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
- <span class='kw'>reweight.tol</span> <span class='kw'>=</span> <span class='fl'>1e-8</span>, <span class='kw'>reweight.max.iter</span> <span class='kw'>=</span> <span class='fl'>10</span>,
+ <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"const"</span>, <span class='st'>"obs"</span>, <span class='st'>"tc"</span>),
<span class='kw'>trace_parms</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='no'>...</span>)</pre>
<h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
@@ -181,20 +171,20 @@
<th>mkinmod</th>
<td><p>A list of class <code><a href='mkinmod.html'>mkinmod</a></code>, containing the kinetic model to be
fitted to the data, or one of the shorthand names ("SFO", "FOMC", "DFOP",
- "HS", "SFORB"). If a shorthand name is given, a parent only degradation
+ "HS", "SFORB", "IORE"). If a shorthand name is given, a parent only degradation
model is generated for the variable with the highest value in
<code>observed</code>.</p></td>
</tr>
<tr>
<th>observed</th>
- <td><p>The observed data. It has to be in the long format as described in
- <code>modFit</code>, i.e. the first column called "name" must contain the
- name of the observed variable for each data point. The second column must
- contain the times of observation, named "time". The third column must be
- named "value" and contain the observed values. Optionally, a further column
- can contain weights for each data point. Its name must be passed as a
- further argument named <code>err</code> which is then passed on to
- <code>modFit</code>.</p></td>
+ <td><p>A dataframe with the observed data. The first column called "name" must
+ contain the name of the observed variable for each data point. The second
+ column must contain the times of observation, named "time". The third
+ column must be named "value" and contain the observed values. Zero values
+ in the "value" column will be removed, with a warning, in order to
+ avoid problems with fitting the two-component error model. This is not
+ expected to be a problem, because in general, values of zero are not
+ observed in degradation data, because there is a lower limit of detection.</p></td>
</tr>
<tr>
<th>parms.ini</th>
@@ -247,10 +237,10 @@
solution of the model is used. This is only implemented for simple
degradation experiments with only one state variable, i.e. with no
metabolites. The default is "auto", which uses "analytical" if possible,
- otherwise "eigen" if the model can be expressed using eigenvalues and
- eigenvectors, and finally "deSolve" for the remaining models (time
- dependence of degradation rates and metabolites). This argument is passed
- on to the helper function <code><a href='mkinpredict.html'>mkinpredict</a></code>.</p></td>
+ otherwise "deSolve" if a compiler is present, and "eigen" if no
+ compiler is present and the model can be expressed using eigenvalues and
+ eigenvectors. This argument is passed on to the helper function
+ <code><a href='mkinpredict.html'>mkinpredict</a></code>.</p></td>
</tr>
<tr>
<th>method.ode</th>
@@ -261,36 +251,12 @@
<tr>
<th>use_compiled</th>
<td><p>If set to <code>FALSE</code>, no compiled version of the <code><a href='mkinmod.html'>mkinmod</a></code>
- model is used, in the calls to <code><a href='mkinpredict.html'>mkinpredict</a></code> even if
- a compiled verion is present.</p></td>
+ model is used in the calls to <code><a href='mkinpredict.html'>mkinpredict</a></code> even if a compiled
+ version is present.</p></td>
</tr>
<tr>
- <th>method.modFit</th>
- <td><p>The optimisation method passed to <code>modFit</code>.</p>
-<p>In order to optimally deal with problems where local minima occur, the
- "Port" algorithm is now used per default as it is less prone to get trapped
- in local minima and depends less on starting values for parameters than
- the Levenberg Marquardt variant selected by "Marq". However, "Port" needs
- more iterations.</p>
-<p>The former default "Marq" is the Levenberg Marquardt algorithm
- <code>nls.lm</code> from the package <code>minpack.lm</code> and usually needs
- the least number of iterations.</p>
-<p>The "Pseudo" algorithm is not included because it needs finite parameter bounds
- which are currently not supported.</p>
-<p>The "Newton" algorithm is not included because its number of iterations
- can not be controlled by <code>control.modFit</code> and it does not appear
- to provide advantages over the other algorithms.</p></td>
- </tr>
- <tr>
- <th>maxit.modFit</th>
- <td><p>Maximum number of iterations in the optimisation. If not "auto", this will
- be passed to the method called by <code>modFit</code>, overriding
- what may be specified in the next argument <code>control.modFit</code>.</p></td>
- </tr>
- <tr>
- <th>control.modFit</th>
- <td><p>Additional arguments passed to the optimisation method used by
- <code>modFit</code>.</p></td>
+ <th>control</th>
+ <td><p>A list of control arguments passed to <code><a href='https://www.rdocumentation.org/packages/stats/topics/nlminb'>nlminb</a></code>.</p></td>
</tr>
<tr>
<th>transform_rates</th>
@@ -299,8 +265,8 @@
assumption of normal distribution of the estimator. If TRUE, also
alpha and beta parameters of the FOMC model are log-transformed, as well
as k1 and k2 rate constants for the DFOP and HS models and the break point
- tb of the HS model.
- If FALSE, zero is used as a lower bound for the rates in the optimisation.</p></td>
+ tb of the HS model. If FALSE, zero is used as a lower bound for the rates
+ in the optimisation.</p></td>
</tr>
<tr>
<th>transform_fractions</th>
@@ -313,36 +279,9 @@
<code><a href='ilr.html'>ilr</a></code> transformation.</p></td>
</tr>
<tr>
- <th>plot</th>
- <td><p>Should the observed values and the numerical solutions be plotted at each
- stage of the optimisation?</p></td>
- </tr>
- <tr>
<th>quiet</th>
- <td><p>Suppress printing out the current model cost after each improvement?</p></td>
- </tr>
- <tr>
- <th>err </th>
- <td><p>either <code>NULL</code>, or the name of the column with the
- <em>error</em> estimates, used to weigh the residuals (see details of
- <code>modCost</code>); if <code>NULL</code>, then the residuals are not weighed.</p></td>
- </tr>
- <tr>
- <th>weight</th>
- <td><p>only if <code>err</code>=<code>NULL</code>: how to weight the residuals, one of "none",
- "std", "mean", see details of <code>modCost</code>, or "tc" for the
- two component error model. The option "manual" is available for
- the case that <code>err</code>!=<code>NULL</code>, but it is not necessary to specify it.</p></td>
- </tr>
- <tr>
- <th>tc</th>
- <td><p>The two components of the error model as used for (initial)
- weighting</p></td>
- </tr>
- <tr>
- <th>scaleVar</th>
- <td><p>Will be passed to <code>modCost</code>. Default is not to scale Variables
- according to the number of observations.</p></td>
+ <td><p>Suppress printing out the current value of the negative log-likelihood
+ after each improvement?</p></td>
</tr>
<tr>
<th>atol</th>
@@ -362,35 +301,17 @@
The default value is 100.</p></td>
</tr>
<tr>
- <th>reweight.method</th>
- <td><p>The method used for iteratively reweighting residuals, also known
- as iteratively reweighted least squares (IRLS). Default is NULL,
- i.e. no iterative weighting.
- The first reweighting method is called "obs", meaning that each
- observed variable is assumed to have its own variance. This variance
- is estimated from the fit (mean squared residuals) and used for weighting
- the residuals in each iteration until convergence of this estimate up to
- <code>reweight.tol</code> or up to the maximum number of iterations
- specified by <code>reweight.max.iter</code>.
- The second reweighting method is called "tc" (two-component error model).
- When using this method, the two components of an error model similar to
- the one described by
- Rocke and Lorenzato (1995) are estimated from the fit and the resulting
- variances are used for weighting the residuals in each iteration until
- convergence of these components or up to the maximum number of iterations
- specified. Note that this method deviates from the model by Rocke and
- Lorenzato, as their model implies that the errors follow a lognormal
- distribution for large values, not a normal distribution as assumed by this
- method.</p></td>
- </tr>
- <tr>
- <th>reweight.tol</th>
- <td><p>Tolerance for convergence criterion for the variance components
- in IRLS fits.</p></td>
- </tr>
- <tr>
- <th>reweight.max.iter</th>
- <td><p>Maximum iterations in IRLS fits.</p></td>
+ <th>error_model</th>
+ <td><p>If the error model is "const", a constant standard deviation
+ is assumed.</p>
+<p>If the error model is "obs", each observed variable is assumed to have its
+ own variance.</p>
+<p>If the error model is "tc" (two-component error model), a two component
+ error model similar to the one described by Rocke and Lorenzato (1995) is
+ used for setting up the likelihood function. Note that this model deviates
+ from the model by Rocke and Lorenzato, as their model implies that the
+ errors follow a lognormal distribution for large values, not a normal
+ distribution as assumed by this method.</p></td>
</tr>
<tr>
<th>trace_parms</th>
@@ -398,19 +319,18 @@
</tr>
<tr>
<th>&#8230;</th>
- <td><p>Further arguments that will be passed to <code>modFit</code>.</p></td>
+ <td><p>Further arguments that will be passed on to <code>deSolve</code>.</p></td>
</tr>
</table>
<h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
- <p>A list with "mkinfit" and "modFit" in the class attribute.
- A summary can be obtained by <code><a href='summary.mkinfit.html'>summary.mkinfit</a></code>.</p>
+ <p>A list with "mkinfit" in the class attribute. A summary can be obtained by
+ <code><a href='summary.mkinfit.html'>summary.mkinfit</a></code>.</p>
<h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
- <div class='dont-index'><p>Plotting methods <code><a href='plot.mkinfit.html'>plot.mkinfit</a></code> and
- <code><a href='mkinparplot.html'>mkinparplot</a></code>.</p>
+ <div class='dont-index'><p>Plotting methods <code><a href='plot.mkinfit.html'>plot.mkinfit</a></code> and <code><a href='mkinparplot.html'>mkinparplot</a></code>.</p>
<p>Comparisons of models fitted to the same data can be made using <code><a href='https://www.rdocumentation.org/packages/stats/topics/AIC'>AIC</a></code>
by virtue of the method <code><a href='logLik.mkinfit.html'>logLik.mkinfit</a></code>.</p>
<p>Fitting of several models to several datasets in a single call to
@@ -418,13 +338,6 @@
<h2 class="hasAnchor" id="note"><a class="anchor" href="#note"></a>Note</h2>
- <p>The implementation of iteratively reweighted least squares is inspired by the
- work of the KinGUII team at Bayer Crop Science (Walter Schmitt and Zhenglei
- Gao). A similar implemention can also be found in CAKE 2.0, which is the
- other GUI derivative of mkin, sponsored by Syngenta.</p>
-
- <h2 class="hasAnchor" id="note"><a class="anchor" href="#note"></a>Note</h2>
-
<p>When using the "IORE" submodel for metabolites, fitting with
"transform_rates = TRUE" (the default) often leads to failures of the
numerical ODE solver. In this situation it may help to switch off the
@@ -439,57 +352,61 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'><span class='co'># Use shorthand notation for parent only degradation</span>
<span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='st'>"FOMC"</span>, <span class='no'>FOCUS_2006_C</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:12 2019
-#&gt; Date of summary: Mon Mar 4 14:05:12 2019
+<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.49.4
+#&gt; R version used for fitting: 3.5.3
+#&gt; Date of fit: Wed Apr 10 10:10:01 2019
+#&gt; Date of summary: Wed Apr 10 10:10:01 2019
#&gt;
#&gt; Equations:
#&gt; d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent
#&gt;
#&gt; Model predictions using solution type analytical
#&gt;
-#&gt; Fitted with method Port using 64 model solutions performed in 0.159 s
+#&gt; Fitted with method using 221 model solutions performed in 0.508 s
#&gt;
-#&gt; Weighting: none
+#&gt; Error model:
+#&gt; NULL
#&gt;
#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 85.1 state
-#&gt; alpha 1.0 deparm
-#&gt; beta 10.0 deparm
+#&gt; value type
+#&gt; parent_0 85.100000 state
+#&gt; alpha 1.000000 deparm
+#&gt; beta 10.000000 deparm
+#&gt; sigma 1.857444 error
#&gt;
#&gt; Starting values for the transformed parameters actually optimised:
#&gt; value lower upper
#&gt; parent_0 85.100000 -Inf Inf
#&gt; log_alpha 0.000000 -Inf Inf
#&gt; log_beta 2.302585 -Inf Inf
+#&gt; sigma 1.857444 0 Inf
#&gt;
#&gt; Fixed parameter values:
#&gt; None
#&gt;
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 85.87000 2.2460 80.38000 91.3700
-#&gt; log_alpha 0.05192 0.1605 -0.34080 0.4446
-#&gt; log_beta 0.65100 0.2801 -0.03452 1.3360
+#&gt; parent_0 85.87000 1.8070 81.23000 90.5200
+#&gt; log_alpha 0.05192 0.1353 -0.29580 0.3996
+#&gt; log_beta 0.65100 0.2287 0.06315 1.2390
+#&gt; sigma 1.85700 0.4378 0.73200 2.9830
#&gt;
#&gt; Parameter correlation:
-#&gt; parent_0 log_alpha log_beta
-#&gt; parent_0 1.0000 -0.2033 -0.3624
-#&gt; log_alpha -0.2033 1.0000 0.9547
-#&gt; log_beta -0.3624 0.9547 1.0000
-#&gt;
-#&gt; Residual standard error: 2.275 on 6 degrees of freedom
+#&gt; parent_0 log_alpha log_beta sigma
+#&gt; parent_0 1.000e+00 -1.565e-01 -3.142e-01 -1.313e-07
+#&gt; log_alpha -1.565e-01 1.000e+00 9.564e-01 -2.634e-07
+#&gt; log_beta -3.142e-01 9.564e-01 1.000e+00 -2.200e-07
+#&gt; sigma -1.313e-07 -2.634e-07 -2.200e-07 1.000e+00
#&gt;
#&gt; Backtransformed parameters:
#&gt; Confidence intervals for internally transformed parameters are asymmetric.
#&gt; t-test (unrealistically) based on the assumption of normal distribution
#&gt; for estimators of untransformed parameters.
#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 85.870 38.230 1.069e-08 80.3800 91.370
-#&gt; alpha 1.053 6.231 3.953e-04 0.7112 1.560
-#&gt; beta 1.917 3.570 5.895e-03 0.9661 3.806
+#&gt; parent_0 85.870 47.530 3.893e-08 81.2300 90.520
+#&gt; alpha 1.053 7.393 3.562e-04 0.7439 1.491
+#&gt; beta 1.917 4.373 3.601e-03 1.0650 3.451
+#&gt; sigma 1.857 4.243 4.074e-03 0.7320 2.983
#&gt;
#&gt; Chi2 error levels in percent:
#&gt; err.min n.optim df
@@ -517,9 +434,8 @@
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='co'># Fit the model to the FOCUS example dataset D using defaults</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/system.time'>system.time</a></span>(<span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>,
- <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"eigen"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)))</div><div class='output co'>#&gt; User System verstrichen
-#&gt; 1.013 0.000 1.014 </div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; parent_0 log_k_parent_sink log_k_parent_m1 log_k_m1_sink
-#&gt; 99.59848 -3.03822 -2.98030 -5.24750 </div><div class='input'><span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; $ff
+ <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"eigen"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)))</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='output co'>#&gt; User System verstrichen
+#&gt; 1.653 0.000 1.653 </div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; NULL</div><div class='input'><span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; $ff
#&gt; parent_sink parent_m1 m1_sink
#&gt; 0.485524 0.514476 1.000000
#&gt;
@@ -528,73 +444,75 @@
#&gt;
#&gt; $distimes
#&gt; DT50 DT90
-#&gt; parent 7.022929 23.32967
-#&gt; m1 131.760712 437.69961
+#&gt; parent 7.022928 23.32966
+#&gt; m1 131.760715 437.69962
#&gt; </div><div class='input'><span class='co'># deSolve is slower when no C compiler (gcc) was available during model generation</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/system.time'>system.time</a></span>(<span class='no'>fit.deSolve</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>,
- <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>)))</div><div class='output co'>#&gt; Model cost at call 1 : 18915.53
-#&gt; Model cost at call 2 : 18915.53
-#&gt; Model cost at call 6 : 11424.02
-#&gt; Model cost at call 10 : 11424
-#&gt; Model cost at call 12 : 4094.396
-#&gt; Model cost at call 16 : 4094.396
-#&gt; Model cost at call 19 : 1340.595
-#&gt; Model cost at call 20 : 1340.593
-#&gt; Model cost at call 25 : 1072.239
-#&gt; Model cost at call 28 : 1072.236
-#&gt; Model cost at call 30 : 874.2615
-#&gt; Model cost at call 33 : 874.2611
-#&gt; Model cost at call 35 : 616.2377
-#&gt; Model cost at call 37 : 616.2372
-#&gt; Model cost at call 40 : 467.4386
-#&gt; Model cost at call 42 : 467.4381
-#&gt; Model cost at call 46 : 398.2914
-#&gt; Model cost at call 48 : 398.2914
-#&gt; Model cost at call 49 : 398.2913
-#&gt; Model cost at call 51 : 395.0712
-#&gt; Model cost at call 54 : 395.0711
-#&gt; Model cost at call 56 : 378.3298
-#&gt; Model cost at call 59 : 378.3298
-#&gt; Model cost at call 62 : 376.9812
-#&gt; Model cost at call 64 : 376.9811
-#&gt; Model cost at call 67 : 375.2085
-#&gt; Model cost at call 69 : 375.2085
-#&gt; Model cost at call 70 : 375.2085
-#&gt; Model cost at call 71 : 375.2085
-#&gt; Model cost at call 72 : 374.5723
-#&gt; Model cost at call 74 : 374.5723
-#&gt; Model cost at call 77 : 374.0075
-#&gt; Model cost at call 79 : 374.0075
-#&gt; Model cost at call 80 : 374.0075
-#&gt; Model cost at call 82 : 373.1711
-#&gt; Model cost at call 84 : 373.1711
-#&gt; Model cost at call 87 : 372.6445
-#&gt; Model cost at call 88 : 372.1614
-#&gt; Model cost at call 90 : 372.1614
-#&gt; Model cost at call 91 : 372.1614
-#&gt; Model cost at call 94 : 371.6464
-#&gt; Model cost at call 99 : 371.4299
-#&gt; Model cost at call 101 : 371.4299
-#&gt; Model cost at call 104 : 371.4071
-#&gt; Model cost at call 106 : 371.4071
-#&gt; Model cost at call 107 : 371.4071
-#&gt; Model cost at call 109 : 371.2524
-#&gt; Model cost at call 113 : 371.2524
-#&gt; Model cost at call 114 : 371.2136
-#&gt; Model cost at call 115 : 371.2136
-#&gt; Model cost at call 116 : 371.2136
-#&gt; Model cost at call 119 : 371.2134
-#&gt; Model cost at call 120 : 371.2134
-#&gt; Model cost at call 122 : 371.2134
-#&gt; Model cost at call 123 : 371.2134
-#&gt; Model cost at call 125 : 371.2134
-#&gt; Model cost at call 126 : 371.2134
-#&gt; Model cost at call 135 : 371.2134
-#&gt; Model cost at call 146 : 371.2134
-#&gt; Optimisation by method Port successfully terminated.
+ <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>)))</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='output co'>#&gt; Negative log-likelihood at call 1: 18915.53
+#&gt; Negative log-likelihood at call 2: 18915.53
+#&gt; Negative log-likelihood at call 6: 11424.02
+#&gt; Negative log-likelihood at call 10: 11424
+#&gt; Negative log-likelihood at call 13: 2367.052
+#&gt; Negative log-likelihood at call 14: 2367.05
+#&gt; Negative log-likelihood at call 19: 1314.716
+#&gt; Negative log-likelihood at call 22: 1314.714
+#&gt; Negative log-likelihood at call 25: 991.8311
+#&gt; Negative log-likelihood at call 28: 991.8305
+#&gt; Negative log-likelihood at call 30: 893.6462
+#&gt; Negative log-likelihood at call 33: 893.6457
+#&gt; Negative log-likelihood at call 35: 569.4049
+#&gt; Negative log-likelihood at call 38: 569.4047
+#&gt; Negative log-likelihood at call 40: 565.0651
+#&gt; Negative log-likelihood at call 41: 565.065
+#&gt; Negative log-likelihood at call 42: 565.0637
+#&gt; Negative log-likelihood at call 45: 428.0188
+#&gt; Negative log-likelihood at call 46: 428.0185
+#&gt; Negative log-likelihood at call 50: 406.732
+#&gt; Negative log-likelihood at call 52: 406.732
+#&gt; Negative log-likelihood at call 55: 398.9115
+#&gt; Negative log-likelihood at call 57: 398.9113
+#&gt; Negative log-likelihood at call 60: 394.5943
+#&gt; Negative log-likelihood at call 62: 394.5943
+#&gt; Negative log-likelihood at call 66: 385.26
+#&gt; Negative log-likelihood at call 67: 385.2599
+#&gt; Negative log-likelihood at call 69: 385.2599
+#&gt; Negative log-likelihood at call 70: 385.2597
+#&gt; Negative log-likelihood at call 71: 374.7604
+#&gt; Negative log-likelihood at call 72: 374.7603
+#&gt; Negative log-likelihood at call 76: 373.199
+#&gt; Negative log-likelihood at call 79: 373.199
+#&gt; Negative log-likelihood at call 80: 373.199
+#&gt; Negative log-likelihood at call 81: 372.3772
+#&gt; Negative log-likelihood at call 84: 372.3772
+#&gt; Negative log-likelihood at call 86: 371.2615
+#&gt; Negative log-likelihood at call 89: 371.2615
+#&gt; Negative log-likelihood at call 90: 371.2615
+#&gt; Negative log-likelihood at call 92: 371.2439
+#&gt; Negative log-likelihood at call 93: 371.2439
+#&gt; Negative log-likelihood at call 94: 371.2439
+#&gt; Negative log-likelihood at call 97: 371.2198
+#&gt; Negative log-likelihood at call 98: 371.2198
+#&gt; Negative log-likelihood at call 102: 371.2174
+#&gt; Negative log-likelihood at call 104: 371.2174
+#&gt; Negative log-likelihood at call 107: 371.2147
+#&gt; Negative log-likelihood at call 110: 371.2147
+#&gt; Negative log-likelihood at call 111: 371.2147
+#&gt; Negative log-likelihood at call 112: 371.2145
+#&gt; Negative log-likelihood at call 113: 371.2145
+#&gt; Negative log-likelihood at call 116: 371.2145
+#&gt; Negative log-likelihood at call 119: 371.2135
+#&gt; Negative log-likelihood at call 121: 371.2135
+#&gt; Negative log-likelihood at call 124: 371.2135
+#&gt; Negative log-likelihood at call 126: 371.2135
+#&gt; Negative log-likelihood at call 127: 371.2135
+#&gt; Negative log-likelihood at call 133: 371.2134
+#&gt; Negative log-likelihood at call 135: 371.2134
+#&gt; Negative log-likelihood at call 138: 371.2134
+#&gt; Negative log-likelihood at call 142: 371.2134
+#&gt; Negative log-likelihood at call 152: 97.22429
+#&gt; Optimisation successfully terminated.
#&gt; User System verstrichen
-#&gt; 0.821 0.000 0.822 </div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit.deSolve</span>)</div><div class='output co'>#&gt; parent_0 log_k_parent_sink log_k_parent_m1 log_k_m1_sink
-#&gt; 99.59848 -3.03822 -2.98030 -5.24750 </div><div class='input'><span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.deSolve</span>)</div><div class='output co'>#&gt; $ff
+#&gt; 1.136 0.000 1.135 </div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/coef'>coef</a></span>(<span class='no'>fit.deSolve</span>)</div><div class='output co'>#&gt; NULL</div><div class='input'><span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit.deSolve</span>)</div><div class='output co'>#&gt; $ff
#&gt; parent_sink parent_m1 m1_sink
#&gt; 0.485524 0.514476 1.000000
#&gt;
@@ -603,36 +521,31 @@
#&gt;
#&gt; $distimes
#&gt; DT50 DT90
-#&gt; parent 7.022929 23.32967
-#&gt; m1 131.760711 437.69961
+#&gt; parent 7.022928 23.32966
+#&gt; m1 131.760710 437.69961
#&gt; </div><div class='input'>
# Use stepwise fitting, using optimised parameters from parent only fit, FOMC
</div><div class='input'><span class='no'>FOMC_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"FOMC"</span>, <span class='st'>"m1"</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='co'># Fit the model to the FOCUS example dataset D using defaults</span>
-<span class='no'>fit.FOMC_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>FOMC_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='co'># Use starting parameters from parent only FOMC fit</span>
+<span class='no'>fit.FOMC_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>FOMC_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='co'># Use starting parameters from parent only FOMC fit</span>
<span class='no'>fit.FOMC</span> <span class='kw'>=</span> <span class='fu'>mkinfit</span>(<span class='st'>"FOMC"</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
<span class='no'>fit.FOMC_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>FOMC_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
- <span class='kw'>parms.ini</span> <span class='kw'>=</span> <span class='no'>fit.FOMC</span>$<span class='no'>bparms.ode</span>)
-
+ <span class='kw'>parms.ini</span> <span class='kw'>=</span> <span class='no'>fit.FOMC</span>$<span class='no'>bparms.ode</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'>
<span class='co'># Use stepwise fitting, using optimised parameters from parent only fit, SFORB</span>
<span class='no'>SFORB_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFORB"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"m1"</span>, <span class='kw'>sink</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='co'># Fit the model to the FOCUS example dataset D using defaults</span>
-<span class='no'>fit.SFORB_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.SFORB_SFO.deSolve</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>,
- <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='co'># Use starting parameters from parent only SFORB fit (not really needed in this case)</span>
+<span class='no'>fit.SFORB_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='no'>fit.SFORB_SFO.deSolve</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>,
+ <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='co'># Use starting parameters from parent only SFORB fit (not really needed in this case)</span>
<span class='no'>fit.SFORB</span> <span class='kw'>=</span> <span class='fu'>mkinfit</span>(<span class='st'>"SFORB"</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.SFORB_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>parms.ini</span> <span class='kw'>=</span> <span class='no'>fit.SFORB</span>$<span class='no'>bparms.ode</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='input'>
+<span class='no'>fit.SFORB_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFORB_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>parms.ini</span> <span class='kw'>=</span> <span class='no'>fit.SFORB</span>$<span class='no'>bparms.ode</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'>
</div><div class='input'><span class='co'># Weighted fits, including IRLS</span>
<span class='no'>SFO_SFO.ff</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>),
- <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>), <span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>f.noweight</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.noweight</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:24 2019
-#&gt; Date of summary: Mon Mar 4 14:05:24 2019
+ <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>), <span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>f.noweight</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.noweight</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.49.4
+#&gt; R version used for fitting: 3.5.3
+#&gt; Date of fit: Wed Apr 10 10:10:17 2019
+#&gt; Date of summary: Wed Apr 10 10:10:17 2019
#&gt;
#&gt; Equations:
#&gt; d_parent/dt = - k_parent * parent
@@ -640,16 +553,18 @@
#&gt;
#&gt; Model predictions using solution type deSolve
#&gt;
-#&gt; Fitted with method Port using 186 model solutions performed in 0.841 s
+#&gt; Fitted with method using 404 model solutions performed in 1.105 s
#&gt;
-#&gt; Weighting: none
+#&gt; Error model:
+#&gt; NULL
#&gt;
#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 100.7500 state
-#&gt; k_parent 0.1000 deparm
-#&gt; k_m1 0.1001 deparm
-#&gt; f_parent_to_m1 0.5000 deparm
+#&gt; value type
+#&gt; parent_0 100.750000 state
+#&gt; k_parent 0.100000 deparm
+#&gt; k_m1 0.100100 deparm
+#&gt; f_parent_to_m1 0.500000 deparm
+#&gt; sigma 3.125504 error
#&gt;
#&gt; Starting values for the transformed parameters actually optimised:
#&gt; value lower upper
@@ -657,36 +572,38 @@
#&gt; log_k_parent -2.302585 -Inf Inf
#&gt; log_k_m1 -2.301586 -Inf Inf
#&gt; f_parent_ilr_1 0.000000 -Inf Inf
+#&gt; sigma 3.125504 0 Inf
#&gt;
#&gt; Fixed parameter values:
#&gt; value type
#&gt; m1_0 0 state
#&gt;
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
-#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.60000 1.61400 96.3300 102.9000
-#&gt; log_k_parent -2.31600 0.04187 -2.4010 -2.2310
-#&gt; log_k_m1 -5.24800 0.13610 -5.5230 -4.9720
-#&gt; f_parent_ilr_1 0.04096 0.06477 -0.0904 0.1723
+#&gt; Estimate Std. Error Lower Upper
+#&gt; parent_0 99.60000 1.57000 96.40000 102.8000
+#&gt; log_k_parent -2.31600 0.04087 -2.39900 -2.2330
+#&gt; log_k_m1 -5.24800 0.13320 -5.51800 -4.9770
+#&gt; f_parent_ilr_1 0.04096 0.06312 -0.08746 0.1694
+#&gt; sigma 3.12600 0.35850 2.39600 3.8550
#&gt;
#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.0000 0.5178 -0.1701 -0.5489
-#&gt; log_k_parent 0.5178 1.0000 -0.3285 -0.5451
-#&gt; log_k_m1 -0.1701 -0.3285 1.0000 0.7466
-#&gt; f_parent_ilr_1 -0.5489 -0.5451 0.7466 1.0000
-#&gt;
-#&gt; Residual standard error: 3.211 on 36 degrees of freedom
+#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1 sigma
+#&gt; parent_0 1.000e+00 5.174e-01 -1.688e-01 -5.471e-01 -5.940e-09
+#&gt; log_k_parent 5.174e-01 1.000e+00 -3.263e-01 -5.426e-01 -1.406e-08
+#&gt; log_k_m1 -1.688e-01 -3.263e-01 1.000e+00 7.478e-01 -2.306e-08
+#&gt; f_parent_ilr_1 -5.471e-01 -5.426e-01 7.478e-01 1.000e+00 -6.664e-09
+#&gt; sigma -5.940e-09 -1.406e-08 -2.306e-08 -6.664e-09 1.000e+00
#&gt;
#&gt; Backtransformed parameters:
#&gt; Confidence intervals for internally transformed parameters are asymmetric.
#&gt; t-test (unrealistically) based on the assumption of normal distribution
#&gt; for estimators of untransformed parameters.
#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.600000 61.720 2.024e-38 96.330000 1.029e+02
-#&gt; k_parent 0.098700 23.880 5.700e-24 0.090660 1.074e-01
-#&gt; k_m1 0.005261 7.349 5.758e-09 0.003992 6.933e-03
-#&gt; f_parent_to_m1 0.514500 22.490 4.375e-23 0.468100 5.606e-01
+#&gt; parent_0 99.600000 63.430 2.298e-36 96.400000 1.028e+02
+#&gt; k_parent 0.098700 24.470 4.955e-23 0.090820 1.073e-01
+#&gt; k_m1 0.005261 7.510 6.165e-09 0.004012 6.898e-03
+#&gt; f_parent_to_m1 0.514500 23.070 3.104e-22 0.469100 5.596e-01
+#&gt; sigma 3.126000 8.718 2.235e-10 2.396000 3.855e+00
#&gt;
#&gt; Chi2 error levels in percent:
#&gt; err.min n.optim df
@@ -710,10 +627,10 @@
#&gt; 0 parent 102.04 99.59848 2.442e+00
#&gt; 1 parent 93.50 90.23787 3.262e+00
#&gt; 1 parent 92.50 90.23787 2.262e+00
-#&gt; 3 parent 63.23 74.07319 -1.084e+01
-#&gt; 3 parent 68.99 74.07319 -5.083e+00
-#&gt; 7 parent 52.32 49.91206 2.408e+00
-#&gt; 7 parent 55.13 49.91206 5.218e+00
+#&gt; 3 parent 63.23 74.07320 -1.084e+01
+#&gt; 3 parent 68.99 74.07320 -5.083e+00
+#&gt; 7 parent 52.32 49.91207 2.408e+00
+#&gt; 7 parent 55.13 49.91207 5.218e+00
#&gt; 14 parent 27.27 25.01257 2.257e+00
#&gt; 14 parent 26.64 25.01257 1.627e+00
#&gt; 21 parent 11.50 12.53462 -1.035e+00
@@ -723,9 +640,7 @@
#&gt; 50 parent 0.69 0.71624 -2.624e-02
#&gt; 50 parent 0.63 0.71624 -8.624e-02
#&gt; 75 parent 0.05 0.06074 -1.074e-02
-#&gt; 75 parent 0.06 0.06074 -7.381e-04
-#&gt; 0 m1 0.00 0.00000 0.000e+00
-#&gt; 0 m1 0.00 0.00000 0.000e+00
+#&gt; 75 parent 0.06 0.06074 -7.382e-04
#&gt; 1 m1 4.84 4.80296 3.704e-02
#&gt; 1 m1 5.64 4.80296 8.370e-01
#&gt; 3 m1 12.91 13.02400 -1.140e-01
@@ -745,11 +660,10 @@
#&gt; 100 m1 31.04 31.98163 -9.416e-01
#&gt; 100 m1 33.13 31.98163 1.148e+00
#&gt; 120 m1 25.15 28.78984 -3.640e+00
-#&gt; 120 m1 33.31 28.78984 4.520e+00</div><div class='input'><span class='no'>f.irls</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>reweight.method</span> <span class='kw'>=</span> <span class='st'>"obs"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.irls</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:26 2019
-#&gt; Date of summary: Mon Mar 4 14:05:26 2019
+#&gt; 120 m1 33.31 28.78984 4.520e+00</div><div class='input'><span class='no'>f.obs</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"obs"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.obs</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.49.4
+#&gt; R version used for fitting: 3.5.3
+#&gt; Date of fit: Wed Apr 10 10:10:19 2019
+#&gt; Date of summary: Wed Apr 10 10:10:19 2019
#&gt;
#&gt; Equations:
#&gt; d_parent/dt = - k_parent * parent
@@ -757,131 +671,10 @@
#&gt;
#&gt; Model predictions using solution type deSolve
#&gt;
-#&gt; Fitted with method Port using 551 model solutions performed in 2.517 s
+#&gt; Fitted with method using 558 model solutions performed in 1.602 s
#&gt;
-#&gt; Weighting: none
-#&gt;
-#&gt; Iterative reweighting with method obs
-#&gt; Final mean squared residuals of observed variables:
-#&gt; parent m1
-#&gt; 11.573407 7.407845
-#&gt;
-#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 100.7500 state
-#&gt; k_parent 0.1000 deparm
-#&gt; k_m1 0.1001 deparm
-#&gt; f_parent_to_m1 0.5000 deparm
-#&gt;
-#&gt; Starting values for the transformed parameters actually optimised:
-#&gt; value lower upper
-#&gt; parent_0 100.750000 -Inf Inf
-#&gt; log_k_parent -2.302585 -Inf Inf
-#&gt; log_k_m1 -2.301586 -Inf Inf
-#&gt; f_parent_ilr_1 0.000000 -Inf Inf
-#&gt;
-#&gt; Fixed parameter values:
-#&gt; value type
-#&gt; m1_0 0 state
-#&gt;
-#&gt; Optimised, transformed parameters with symmetric confidence intervals:
-#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.67000 1.79200 96.04000 103.300
-#&gt; log_k_parent -2.31200 0.04560 -2.40400 -2.219
-#&gt; log_k_m1 -5.25100 0.12510 -5.50500 -4.998
-#&gt; f_parent_ilr_1 0.03785 0.06318 -0.09027 0.166
-#&gt;
-#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.0000 0.5083 -0.1979 -0.6148
-#&gt; log_k_parent 0.5083 1.0000 -0.3894 -0.6062
-#&gt; log_k_m1 -0.1979 -0.3894 1.0000 0.7417
-#&gt; f_parent_ilr_1 -0.6148 -0.6062 0.7417 1.0000
-#&gt;
-#&gt; Residual standard error: 1.054 on 36 degrees of freedom
-#&gt;
-#&gt; Backtransformed parameters:
-#&gt; Confidence intervals for internally transformed parameters are asymmetric.
-#&gt; t-test (unrealistically) based on the assumption of normal distribution
-#&gt; for estimators of untransformed parameters.
-#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.67000 55.630 8.185e-37 96.040000 1.033e+02
-#&gt; k_parent 0.09906 21.930 1.016e-22 0.090310 1.087e-01
-#&gt; k_m1 0.00524 7.996 8.486e-10 0.004066 6.753e-03
-#&gt; f_parent_to_m1 0.51340 23.000 2.038e-23 0.468100 5.584e-01
-#&gt;
-#&gt; Chi2 error levels in percent:
-#&gt; err.min n.optim df
-#&gt; All data 6.399 4 15
-#&gt; parent 6.466 2 7
-#&gt; m1 4.679 2 8
-#&gt;
-#&gt; Resulting formation fractions:
-#&gt; ff
-#&gt; parent_m1 0.5134
-#&gt; parent_sink 0.4866
-#&gt;
-#&gt; Estimated disappearance times:
-#&gt; DT50 DT90
-#&gt; parent 6.997 23.24
-#&gt; m1 132.282 439.43
-#&gt;
-#&gt; Data:
-#&gt; time variable observed predicted residual err
-#&gt; 0 parent 99.46 99.67218 -2.122e-01 3.402
-#&gt; 0 parent 102.04 99.67218 2.368e+00 3.402
-#&gt; 1 parent 93.50 90.27153 3.228e+00 3.402
-#&gt; 1 parent 92.50 90.27153 2.228e+00 3.402
-#&gt; 3 parent 63.23 74.04648 -1.082e+01 3.402
-#&gt; 3 parent 68.99 74.04648 -5.056e+00 3.402
-#&gt; 7 parent 52.32 49.82092 2.499e+00 3.402
-#&gt; 7 parent 55.13 49.82092 5.309e+00 3.402
-#&gt; 14 parent 27.27 24.90288 2.367e+00 3.402
-#&gt; 14 parent 26.64 24.90288 1.737e+00 3.402
-#&gt; 21 parent 11.50 12.44765 -9.476e-01 3.402
-#&gt; 21 parent 11.64 12.44765 -8.076e-01 3.402
-#&gt; 35 parent 2.85 3.11002 -2.600e-01 3.402
-#&gt; 35 parent 2.91 3.11002 -2.000e-01 3.402
-#&gt; 50 parent 0.69 0.70374 -1.374e-02 3.402
-#&gt; 50 parent 0.63 0.70374 -7.374e-02 3.402
-#&gt; 75 parent 0.05 0.05913 -9.134e-03 3.402
-#&gt; 75 parent 0.06 0.05913 8.662e-04 3.402
-#&gt; 0 m1 0.00 0.00000 0.000e+00 2.722
-#&gt; 0 m1 0.00 0.00000 0.000e+00 2.722
-#&gt; 1 m1 4.84 4.81328 2.672e-02 2.722
-#&gt; 1 m1 5.64 4.81328 8.267e-01 2.722
-#&gt; 3 m1 12.91 13.04779 -1.378e-01 2.722
-#&gt; 3 m1 12.96 13.04779 -8.779e-02 2.722
-#&gt; 7 m1 22.97 25.07615 -2.106e+00 2.722
-#&gt; 7 m1 24.47 25.07615 -6.062e-01 2.722
-#&gt; 14 m1 41.69 36.70729 4.983e+00 2.722
-#&gt; 14 m1 33.21 36.70729 -3.497e+00 2.722
-#&gt; 21 m1 44.37 41.65050 2.720e+00 2.722
-#&gt; 21 m1 46.44 41.65050 4.790e+00 2.722
-#&gt; 35 m1 41.22 43.28866 -2.069e+00 2.722
-#&gt; 35 m1 37.95 43.28866 -5.339e+00 2.722
-#&gt; 50 m1 41.19 41.19339 -3.386e-03 2.722
-#&gt; 50 m1 40.01 41.19339 -1.183e+00 2.722
-#&gt; 75 m1 40.09 36.43820 3.652e+00 2.722
-#&gt; 75 m1 33.85 36.43820 -2.588e+00 2.722
-#&gt; 100 m1 31.04 31.98971 -9.497e-01 2.722
-#&gt; 100 m1 33.13 31.98971 1.140e+00 2.722
-#&gt; 120 m1 25.15 28.80898 -3.659e+00 2.722
-#&gt; 120 m1 33.31 28.80898 4.501e+00 2.722</div><div class='input'><span class='no'>f.w.mean</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>weight</span> <span class='kw'>=</span> <span class='st'>"mean"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.w.mean</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:27 2019
-#&gt; Date of summary: Mon Mar 4 14:05:27 2019
-#&gt;
-#&gt; Equations:
-#&gt; d_parent/dt = - k_parent * parent
-#&gt; d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1
-#&gt;
-#&gt; Model predictions using solution type deSolve
-#&gt;
-#&gt; Fitted with method Port using 155 model solutions performed in 0.704 s
-#&gt;
-#&gt; Weighting: mean
+#&gt; Error model:
+#&gt; NULL
#&gt;
#&gt; Starting values for parameters to be optimised:
#&gt; value type
@@ -889,6 +682,8 @@
#&gt; k_parent 0.1000 deparm
#&gt; k_m1 0.1001 deparm
#&gt; f_parent_to_m1 0.5000 deparm
+#&gt; sigma_parent 3.0000 error
+#&gt; sigma_m1 3.0000 error
#&gt;
#&gt; Starting values for the transformed parameters actually optimised:
#&gt; value lower upper
@@ -896,6 +691,8 @@
#&gt; log_k_parent -2.302585 -Inf Inf
#&gt; log_k_m1 -2.301586 -Inf Inf
#&gt; f_parent_ilr_1 0.000000 -Inf Inf
+#&gt; sigma_parent 3.000000 0 Inf
+#&gt; sigma_m1 3.000000 0 Inf
#&gt;
#&gt; Fixed parameter values:
#&gt; value type
@@ -903,331 +700,100 @@
#&gt;
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.7300 1.93200 95.81000 103.6000
-#&gt; log_k_parent -2.3090 0.04837 -2.40700 -2.2110
-#&gt; log_k_m1 -5.2550 0.12070 -5.49900 -5.0100
-#&gt; f_parent_ilr_1 0.0354 0.06344 -0.09327 0.1641
+#&gt; parent_0 99.65000 1.70200 96.19000 103.1000
+#&gt; log_k_parent -2.31300 0.04376 -2.40200 -2.2240
+#&gt; log_k_m1 -5.25000 0.12430 -5.50400 -4.9970
+#&gt; f_parent_ilr_1 0.03861 0.06171 -0.08708 0.1643
+#&gt; sigma_parent 3.40100 0.56820 2.24400 4.5590
+#&gt; sigma_m1 2.85500 0.45240 1.93400 3.7770
#&gt;
#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.0000 0.5004 -0.2143 -0.6514
-#&gt; log_k_parent 0.5004 1.0000 -0.4282 -0.6383
-#&gt; log_k_m1 -0.2143 -0.4282 1.0000 0.7390
-#&gt; f_parent_ilr_1 -0.6514 -0.6383 0.7390 1.0000
-#&gt;
-#&gt; Residual standard error: 0.09829 on 36 degrees of freedom
-#&gt;
-#&gt; Backtransformed parameters:
-#&gt; Confidence intervals for internally transformed parameters are asymmetric.
-#&gt; t-test (unrealistically) based on the assumption of normal distribution
-#&gt; for estimators of untransformed parameters.
-#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.730000 51.630 1.166e-35 95.81000 1.036e+02
-#&gt; k_parent 0.099360 20.670 7.304e-22 0.09007 1.096e-01
-#&gt; k_m1 0.005224 8.287 3.649e-10 0.00409 6.672e-03
-#&gt; f_parent_to_m1 0.512500 22.860 2.497e-23 0.46710 5.578e-01
-#&gt;
-#&gt; Chi2 error levels in percent:
-#&gt; err.min n.optim df
-#&gt; All data 6.401 4 15
-#&gt; parent 6.473 2 7
-#&gt; m1 4.671 2 8
-#&gt;
-#&gt; Resulting formation fractions:
-#&gt; ff
-#&gt; parent_m1 0.5125
-#&gt; parent_sink 0.4875
-#&gt;
-#&gt; Estimated disappearance times:
-#&gt; DT50 DT90
-#&gt; parent 6.976 23.18
-#&gt; m1 132.696 440.81
-#&gt;
-#&gt; Data:
-#&gt; time variable observed predicted residual
-#&gt; 0 parent 99.46 99.73057 -0.270570
-#&gt; 0 parent 102.04 99.73057 2.309430
-#&gt; 1 parent 93.50 90.29805 3.201945
-#&gt; 1 parent 92.50 90.29805 2.201945
-#&gt; 3 parent 63.23 74.02503 -10.795028
-#&gt; 3 parent 68.99 74.02503 -5.035028
-#&gt; 7 parent 52.32 49.74838 2.571618
-#&gt; 7 parent 55.13 49.74838 5.381618
-#&gt; 14 parent 27.27 24.81588 2.454124
-#&gt; 14 parent 26.64 24.81588 1.824124
-#&gt; 21 parent 11.50 12.37885 -0.878849
-#&gt; 21 parent 11.64 12.37885 -0.738849
-#&gt; 35 parent 2.85 3.08022 -0.230219
-#&gt; 35 parent 2.91 3.08022 -0.170219
-#&gt; 50 parent 0.69 0.69396 -0.003958
-#&gt; 50 parent 0.63 0.69396 -0.063958
-#&gt; 75 parent 0.05 0.05789 -0.007888
-#&gt; 75 parent 0.06 0.05789 0.002112
-#&gt; 0 m1 0.00 0.00000 0.000000
-#&gt; 0 m1 0.00 0.00000 0.000000
-#&gt; 1 m1 4.84 4.82149 0.018512
-#&gt; 1 m1 5.64 4.82149 0.818512
-#&gt; 3 m1 12.91 13.06669 -0.156692
-#&gt; 3 m1 12.96 13.06669 -0.106692
-#&gt; 7 m1 22.97 25.10106 -2.131058
-#&gt; 7 m1 24.47 25.10106 -0.631058
-#&gt; 14 m1 41.69 36.72092 4.969077
-#&gt; 14 m1 33.21 36.72092 -3.510923
-#&gt; 21 m1 44.37 41.64835 2.721647
-#&gt; 21 m1 46.44 41.64835 4.791647
-#&gt; 35 m1 41.22 43.26923 -2.049225
-#&gt; 35 m1 37.95 43.26923 -5.319225
-#&gt; 50 m1 41.19 41.17364 0.016361
-#&gt; 50 m1 40.01 41.17364 -1.163639
-#&gt; 75 m1 40.09 36.43122 3.658776
-#&gt; 75 m1 33.85 36.43122 -2.581224
-#&gt; 100 m1 31.04 31.99612 -0.956124
-#&gt; 100 m1 33.13 31.99612 1.133876
-#&gt; 120 m1 25.15 28.82413 -3.674128
-#&gt; 120 m1 33.31 28.82413 4.485872</div><div class='input'><span class='no'>f.w.value</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>FOCUS_2006_D</span>, <span class='no'>value</span> <span class='kw'>!=</span> <span class='fl'>0</span>), <span class='kw'>err</span> <span class='kw'>=</span> <span class='st'>"value"</span>,
- <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.w.value</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:28 2019
-#&gt; Date of summary: Mon Mar 4 14:05:28 2019
-#&gt;
-#&gt; Equations:
-#&gt; d_parent/dt = - k_parent * parent
-#&gt; d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1
-#&gt;
-#&gt; Model predictions using solution type deSolve
-#&gt;
-#&gt; Fitted with method Port using 174 model solutions performed in 0.866 s
-#&gt;
-#&gt; Weighting: manual
-#&gt;
-#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 100.7500 state
-#&gt; k_parent 0.1000 deparm
-#&gt; k_m1 0.1001 deparm
-#&gt; f_parent_to_m1 0.5000 deparm
-#&gt;
-#&gt; Starting values for the transformed parameters actually optimised:
-#&gt; value lower upper
-#&gt; parent_0 100.750000 -Inf Inf
-#&gt; log_k_parent -2.302585 -Inf Inf
-#&gt; log_k_m1 -2.301586 -Inf Inf
-#&gt; f_parent_ilr_1 0.000000 -Inf Inf
-#&gt;
-#&gt; Fixed parameter values:
-#&gt; value type
-#&gt; m1_0 0 state
-#&gt;
-#&gt; Optimised, transformed parameters with symmetric confidence intervals:
-#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.6600 2.712000 94.14000 105.2000
-#&gt; log_k_parent -2.2980 0.008118 -2.31500 -2.2820
-#&gt; log_k_m1 -5.2410 0.096690 -5.43800 -5.0450
-#&gt; f_parent_ilr_1 0.0231 0.057990 -0.09474 0.1409
-#&gt;
-#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.00000 0.6843 -0.08687 -0.7564
-#&gt; log_k_parent 0.68435 1.0000 -0.12695 -0.5812
-#&gt; log_k_m1 -0.08687 -0.1269 1.00000 0.5195
-#&gt; f_parent_ilr_1 -0.75644 -0.5812 0.51952 1.0000
-#&gt;
-#&gt; Residual standard error: 0.08396 on 34 degrees of freedom
-#&gt;
-#&gt; Backtransformed parameters:
-#&gt; Confidence intervals for internally transformed parameters are asymmetric.
-#&gt; t-test (unrealistically) based on the assumption of normal distribution
-#&gt; for estimators of untransformed parameters.
-#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.660000 36.75 2.957e-29 94.14000 1.052e+02
-#&gt; k_parent 0.100400 123.20 5.927e-47 0.09878 1.021e-01
-#&gt; k_m1 0.005295 10.34 2.447e-12 0.00435 6.444e-03
-#&gt; f_parent_to_m1 0.508200 24.79 1.184e-23 0.46660 5.497e-01
-#&gt;
-#&gt; Chi2 error levels in percent:
-#&gt; err.min n.optim df
-#&gt; All data 6.461 4 15
-#&gt; parent 6.520 2 7
-#&gt; m1 4.744 2 8
-#&gt;
-#&gt; Resulting formation fractions:
-#&gt; ff
-#&gt; parent_m1 0.5082
-#&gt; parent_sink 0.4918
-#&gt;
-#&gt; Estimated disappearance times:
-#&gt; DT50 DT90
-#&gt; parent 6.902 22.93
-#&gt; m1 130.916 434.89
-#&gt;
-#&gt; Data:
-#&gt; time variable observed predicted residual err
-#&gt; 0 parent 99.46 99.65571 -0.195715 99.46
-#&gt; 0 parent 102.04 99.65571 2.384285 102.04
-#&gt; 1 parent 93.50 90.13383 3.366170 93.50
-#&gt; 1 parent 92.50 90.13383 2.366170 92.50
-#&gt; 3 parent 63.23 73.73252 -10.502518 63.23
-#&gt; 3 parent 68.99 73.73252 -4.742518 68.99
-#&gt; 7 parent 52.32 49.34027 2.979728 52.32
-#&gt; 7 parent 55.13 49.34027 5.789728 55.13
-#&gt; 14 parent 27.27 24.42873 2.841271 27.27
-#&gt; 14 parent 26.64 24.42873 2.211271 26.64
-#&gt; 21 parent 11.50 12.09484 -0.594842 11.50
-#&gt; 21 parent 11.64 12.09484 -0.454842 11.64
-#&gt; 35 parent 2.85 2.96482 -0.114824 2.85
-#&gt; 35 parent 2.91 2.96482 -0.054824 2.91
-#&gt; 50 parent 0.69 0.65733 0.032670 0.69
-#&gt; 50 parent 0.63 0.65733 -0.027330 0.63
-#&gt; 75 parent 0.05 0.05339 -0.003386 0.05
-#&gt; 75 parent 0.06 0.05339 0.006614 0.06
-#&gt; 1 m1 4.84 4.82570 0.014301 4.84
-#&gt; 1 m1 5.64 4.82570 0.814301 5.64
-#&gt; 3 m1 12.91 13.06402 -0.154020 12.91
-#&gt; 3 m1 12.96 13.06402 -0.104020 12.96
-#&gt; 7 m1 22.97 25.04656 -2.076564 22.97
-#&gt; 7 m1 24.47 25.04656 -0.576564 24.47
-#&gt; 14 m1 41.69 36.53601 5.153988 41.69
-#&gt; 14 m1 33.21 36.53601 -3.326012 33.21
-#&gt; 21 m1 44.37 41.34639 3.023609 44.37
-#&gt; 21 m1 46.44 41.34639 5.093609 46.44
-#&gt; 35 m1 41.22 42.82669 -1.606690 41.22
-#&gt; 35 m1 37.95 42.82669 -4.876690 37.95
-#&gt; 50 m1 41.19 40.67342 0.516578 41.19
-#&gt; 50 m1 40.01 40.67342 -0.663422 40.01
-#&gt; 75 m1 40.09 35.91105 4.178947 40.09
-#&gt; 75 m1 33.85 35.91105 -2.061053 33.85
-#&gt; 100 m1 31.04 31.48161 -0.441612 31.04
-#&gt; 100 m1 33.13 31.48161 1.648388 33.13
-#&gt; 120 m1 25.15 28.32018 -3.170181 25.15
-#&gt; 120 m1 33.31 28.32018 4.989819 33.31</div><div class='input'>
-</div><div class='input'><span class='co'># Manual weighting</span>
-<span class='no'>dw</span> <span class='kw'>&lt;-</span> <span class='no'>FOCUS_2006_D</span>
-<span class='no'>errors</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fl'>1</span>)
-<span class='no'>dw</span>$<span class='no'>err.man</span> <span class='kw'>&lt;-</span> <span class='no'>errors</span>[<span class='no'>FOCUS_2006_D</span>$<span class='no'>name</span>]
-<span class='no'>f.w.man</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>dw</span>, <span class='kw'>err</span> <span class='kw'>=</span> <span class='st'>"err.man"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.w.man</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:30 2019
-#&gt; Date of summary: Mon Mar 4 14:05:30 2019
-#&gt;
-#&gt; Equations:
-#&gt; d_parent/dt = - k_parent * parent
-#&gt; d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1
-#&gt;
-#&gt; Model predictions using solution type deSolve
-#&gt;
-#&gt; Fitted with method Port using 270 model solutions performed in 1.23 s
-#&gt;
-#&gt; Weighting: manual
-#&gt;
-#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 100.7500 state
-#&gt; k_parent 0.1000 deparm
-#&gt; k_m1 0.1001 deparm
-#&gt; f_parent_to_m1 0.5000 deparm
-#&gt;
-#&gt; Starting values for the transformed parameters actually optimised:
-#&gt; value lower upper
-#&gt; parent_0 100.750000 -Inf Inf
-#&gt; log_k_parent -2.302585 -Inf Inf
-#&gt; log_k_m1 -2.301586 -Inf Inf
-#&gt; f_parent_ilr_1 0.000000 -Inf Inf
-#&gt;
-#&gt; Fixed parameter values:
-#&gt; value type
-#&gt; m1_0 0 state
-#&gt;
-#&gt; Optimised, transformed parameters with symmetric confidence intervals:
-#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.49000 1.33200 96.7800 102.2000
-#&gt; log_k_parent -2.32100 0.03550 -2.3930 -2.2490
-#&gt; log_k_m1 -5.24100 0.21280 -5.6730 -4.8100
-#&gt; f_parent_ilr_1 0.04571 0.08966 -0.1361 0.2275
-#&gt;
-#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.00000 0.5312 -0.09456 -0.3351
-#&gt; log_k_parent 0.53123 1.0000 -0.17800 -0.3360
-#&gt; log_k_m1 -0.09456 -0.1780 1.00000 0.7616
-#&gt; f_parent_ilr_1 -0.33514 -0.3360 0.76156 1.0000
-#&gt;
-#&gt; Residual standard error: 2.628 on 36 degrees of freedom
+#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1 sigma_parent
+#&gt; parent_0 1.00000 0.51078 -0.19133 -0.59997 0.035671
+#&gt; log_k_parent 0.51078 1.00000 -0.37458 -0.59239 0.069834
+#&gt; log_k_m1 -0.19133 -0.37458 1.00000 0.74398 -0.026158
+#&gt; f_parent_ilr_1 -0.59997 -0.59239 0.74398 1.00000 -0.041369
+#&gt; sigma_parent 0.03567 0.06983 -0.02616 -0.04137 1.000000
+#&gt; sigma_m1 -0.03385 -0.06627 0.02482 0.03926 -0.004628
+#&gt; sigma_m1
+#&gt; parent_0 -0.033847
+#&gt; log_k_parent -0.066265
+#&gt; log_k_m1 0.024822
+#&gt; f_parent_ilr_1 0.039256
+#&gt; sigma_parent -0.004628
+#&gt; sigma_m1 1.000000
#&gt;
#&gt; Backtransformed parameters:
#&gt; Confidence intervals for internally transformed parameters are asymmetric.
#&gt; t-test (unrealistically) based on the assumption of normal distribution
#&gt; for estimators of untransformed parameters.
#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.490000 74.69 2.221e-41 96.780000 1.022e+02
-#&gt; k_parent 0.098140 28.17 2.012e-26 0.091320 1.055e-01
-#&gt; k_m1 0.005292 4.70 1.873e-05 0.003437 8.148e-03
-#&gt; f_parent_to_m1 0.516200 16.30 1.686e-18 0.452000 5.798e-01
+#&gt; parent_0 99.650000 58.560 2.004e-34 96.190000 1.031e+02
+#&gt; k_parent 0.098970 22.850 1.099e-21 0.090530 1.082e-01
+#&gt; k_m1 0.005245 8.046 1.732e-09 0.004072 6.756e-03
+#&gt; f_parent_to_m1 0.513600 23.560 4.352e-22 0.469300 5.578e-01
+#&gt; sigma_parent 3.401000 5.985 5.662e-07 2.244000 4.559e+00
+#&gt; sigma_m1 2.855000 6.311 2.215e-07 1.934000 3.777e+00
#&gt;
#&gt; Chi2 error levels in percent:
#&gt; err.min n.optim df
-#&gt; All data 6.400 4 15
-#&gt; parent 6.454 2 7
-#&gt; m1 4.708 2 8
+#&gt; All data 6.398 4 15
+#&gt; parent 6.464 2 7
+#&gt; m1 4.682 2 8
#&gt;
#&gt; Resulting formation fractions:
#&gt; ff
-#&gt; parent_m1 0.5162
-#&gt; parent_sink 0.4838
+#&gt; parent_m1 0.5136
+#&gt; parent_sink 0.4864
#&gt;
#&gt; Estimated disappearance times:
#&gt; DT50 DT90
-#&gt; parent 7.063 23.46
-#&gt; m1 130.971 435.08
+#&gt; parent 7.003 23.26
+#&gt; m1 132.154 439.01
#&gt;
#&gt; Data:
-#&gt; time variable observed predicted residual err
-#&gt; 0 parent 99.46 99.48598 -0.025979 1
-#&gt; 0 parent 102.04 99.48598 2.554021 1
-#&gt; 1 parent 93.50 90.18612 3.313880 1
-#&gt; 1 parent 92.50 90.18612 2.313880 1
-#&gt; 3 parent 63.23 74.11316 -10.883163 1
-#&gt; 3 parent 68.99 74.11316 -5.123163 1
-#&gt; 7 parent 52.32 50.05030 2.269705 1
-#&gt; 7 parent 55.13 50.05030 5.079705 1
-#&gt; 14 parent 27.27 25.17975 2.090250 1
-#&gt; 14 parent 26.64 25.17975 1.460250 1
-#&gt; 21 parent 11.50 12.66765 -1.167654 1
-#&gt; 21 parent 11.64 12.66765 -1.027654 1
-#&gt; 35 parent 2.85 3.20616 -0.356164 1
-#&gt; 35 parent 2.91 3.20616 -0.296164 1
-#&gt; 50 parent 0.69 0.73562 -0.045619 1
-#&gt; 50 parent 0.63 0.73562 -0.105619 1
-#&gt; 75 parent 0.05 0.06326 -0.013256 1
-#&gt; 75 parent 0.06 0.06326 -0.003256 1
-#&gt; 0 m1 0.00 0.00000 0.000000 2
-#&gt; 0 m1 0.00 0.00000 0.000000 2
-#&gt; 1 m1 4.84 4.78729 0.052713 2
-#&gt; 1 m1 5.64 4.78729 0.852713 2
-#&gt; 3 m1 12.91 12.98785 -0.077848 2
-#&gt; 3 m1 12.96 12.98785 -0.027848 2
-#&gt; 7 m1 22.97 24.99695 -2.026946 2
-#&gt; 7 m1 24.47 24.99695 -0.526946 2
-#&gt; 14 m1 41.69 36.66353 5.026472 2
-#&gt; 14 m1 33.21 36.66353 -3.453528 2
-#&gt; 21 m1 44.37 41.65681 2.713186 2
-#&gt; 21 m1 46.44 41.65681 4.783186 2
-#&gt; 35 m1 41.22 43.35031 -2.130314 2
-#&gt; 35 m1 37.95 43.35031 -5.400314 2
-#&gt; 50 m1 41.19 41.25637 -0.066368 2
-#&gt; 50 m1 40.01 41.25637 -1.246368 2
-#&gt; 75 m1 40.09 36.46057 3.629429 2
-#&gt; 75 m1 33.85 36.46057 -2.610571 2
-#&gt; 100 m1 31.04 31.96929 -0.929293 2
-#&gt; 100 m1 33.13 31.96929 1.160707 2
-#&gt; 120 m1 25.15 28.76062 -3.610621 2
-#&gt; 120 m1 33.31 28.76062 4.549379 2</div><div class='input'><span class='no'>f.w.man.irls</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>dw</span>, <span class='kw'>err</span> <span class='kw'>=</span> <span class='st'>"err.man"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
- <span class='kw'>reweight.method</span> <span class='kw'>=</span> <span class='st'>"obs"</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.w.man.irls</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:05:33 2019
-#&gt; Date of summary: Mon Mar 4 14:05:33 2019
+#&gt; time variable observed predicted residual
+#&gt; 0 parent 99.46 99.65417 -1.942e-01
+#&gt; 0 parent 102.04 99.65417 2.386e+00
+#&gt; 1 parent 93.50 90.26333 3.237e+00
+#&gt; 1 parent 92.50 90.26333 2.237e+00
+#&gt; 3 parent 63.23 74.05306 -1.082e+01
+#&gt; 3 parent 68.99 74.05306 -5.063e+00
+#&gt; 7 parent 52.32 49.84325 2.477e+00
+#&gt; 7 parent 55.13 49.84325 5.287e+00
+#&gt; 14 parent 27.27 24.92971 2.340e+00
+#&gt; 14 parent 26.64 24.92971 1.710e+00
+#&gt; 21 parent 11.50 12.46890 -9.689e-01
+#&gt; 21 parent 11.64 12.46890 -8.289e-01
+#&gt; 35 parent 2.85 3.11925 -2.692e-01
+#&gt; 35 parent 2.91 3.11925 -2.092e-01
+#&gt; 50 parent 0.69 0.70679 -1.679e-02
+#&gt; 50 parent 0.63 0.70679 -7.679e-02
+#&gt; 75 parent 0.05 0.05952 -9.523e-03
+#&gt; 75 parent 0.06 0.05952 4.772e-04
+#&gt; 1 m1 4.84 4.81075 2.925e-02
+#&gt; 1 m1 5.64 4.81075 8.292e-01
+#&gt; 3 m1 12.91 13.04197 -1.320e-01
+#&gt; 3 m1 12.96 13.04197 -8.197e-02
+#&gt; 7 m1 22.97 25.06847 -2.098e+00
+#&gt; 7 m1 24.47 25.06847 -5.985e-01
+#&gt; 14 m1 41.69 36.70308 4.987e+00
+#&gt; 14 m1 33.21 36.70308 -3.493e+00
+#&gt; 21 m1 44.37 41.65115 2.719e+00
+#&gt; 21 m1 46.44 41.65115 4.789e+00
+#&gt; 35 m1 41.22 43.29465 -2.075e+00
+#&gt; 35 m1 37.95 43.29465 -5.345e+00
+#&gt; 50 m1 41.19 41.19948 -9.482e-03
+#&gt; 50 m1 40.01 41.19948 -1.189e+00
+#&gt; 75 m1 40.09 36.44036 3.650e+00
+#&gt; 75 m1 33.85 36.44036 -2.590e+00
+#&gt; 100 m1 31.04 31.98774 -9.477e-01
+#&gt; 100 m1 33.13 31.98774 1.142e+00
+#&gt; 120 m1 25.15 28.80430 -3.654e+00
+#&gt; 120 m1 33.31 28.80430 4.506e+00</div><div class='input'><span class='no'>f.tc</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinfit</span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"tc"</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f.tc</span>)</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.49.4
+#&gt; R version used for fitting: 3.5.3
+#&gt; Date of fit: Wed Apr 10 10:10:22 2019
+#&gt; Date of summary: Wed Apr 10 10:10:22 2019
#&gt;
#&gt; Equations:
#&gt; d_parent/dt = - k_parent * parent
@@ -1235,14 +801,10 @@
#&gt;
#&gt; Model predictions using solution type deSolve
#&gt;
-#&gt; Fitted with method Port using 692 model solutions performed in 3.197 s
-#&gt;
-#&gt; Weighting: manual
+#&gt; Fitted with method using 756 model solutions performed in 3.222 s
#&gt;
-#&gt; Iterative reweighting with method obs
-#&gt; Final mean squared residuals of observed variables:
-#&gt; parent m1
-#&gt; 11.573406 7.407846
+#&gt; Error model:
+#&gt; NULL
#&gt;
#&gt; Starting values for parameters to be optimised:
#&gt; value type
@@ -1250,6 +812,8 @@
#&gt; k_parent 0.1000 deparm
#&gt; k_m1 0.1001 deparm
#&gt; f_parent_to_m1 0.5000 deparm
+#&gt; sigma_low 0.5000 error
+#&gt; rsd_high 0.0700 error
#&gt;
#&gt; Starting values for the transformed parameters actually optimised:
#&gt; value lower upper
@@ -1257,95 +821,100 @@
#&gt; log_k_parent -2.302585 -Inf Inf
#&gt; log_k_m1 -2.301586 -Inf Inf
#&gt; f_parent_ilr_1 0.000000 -Inf Inf
+#&gt; sigma_low 0.500000 0 Inf
+#&gt; rsd_high 0.070000 0 Inf
#&gt;
#&gt; Fixed parameter values:
#&gt; value type
#&gt; m1_0 0 state
#&gt;
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
-#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.67000 1.79200 96.04000 103.300
-#&gt; log_k_parent -2.31200 0.04560 -2.40400 -2.220
-#&gt; log_k_m1 -5.25100 0.12510 -5.50500 -4.998
-#&gt; f_parent_ilr_1 0.03785 0.06318 -0.09027 0.166
+#&gt; Estimate Std. Error Lower Upper
+#&gt; parent_0 100.70000 2.621000 95.400000 106.10000
+#&gt; log_k_parent -2.29700 0.008862 -2.315000 -2.27900
+#&gt; log_k_m1 -5.26600 0.091310 -5.452000 -5.08000
+#&gt; f_parent_ilr_1 0.02374 0.055300 -0.088900 0.13640
+#&gt; sigma_low 0.00305 0.004829 -0.006786 0.01289
+#&gt; rsd_high 0.07928 0.009418 0.060100 0.09847
#&gt;
#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1
-#&gt; parent_0 1.0000 0.5083 -0.1979 -0.6148
-#&gt; log_k_parent 0.5083 1.0000 -0.3894 -0.6062
-#&gt; log_k_m1 -0.1979 -0.3894 1.0000 0.7417
-#&gt; f_parent_ilr_1 -0.6148 -0.6062 0.7417 1.0000
-#&gt;
-#&gt; Residual standard error: 1.054 on 36 degrees of freedom
+#&gt; parent_0 log_k_parent log_k_m1 f_parent_ilr_1 sigma_low rsd_high
+#&gt; parent_0 1.00000 0.67644 -0.10215 -0.76822 0.14294 -0.08783
+#&gt; log_k_parent 0.67644 1.00000 -0.15102 -0.59491 0.34611 -0.08125
+#&gt; log_k_m1 -0.10215 -0.15102 1.00000 0.51808 -0.05236 0.01240
+#&gt; f_parent_ilr_1 -0.76822 -0.59491 0.51808 1.00000 -0.13900 0.03248
+#&gt; sigma_low 0.14294 0.34611 -0.05236 -0.13900 1.00000 -0.16546
+#&gt; rsd_high -0.08783 -0.08125 0.01240 0.03248 -0.16546 1.00000
#&gt;
#&gt; Backtransformed parameters:
#&gt; Confidence intervals for internally transformed parameters are asymmetric.
#&gt; t-test (unrealistically) based on the assumption of normal distribution
#&gt; for estimators of untransformed parameters.
-#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.67000 55.630 8.185e-37 96.040000 1.033e+02
-#&gt; k_parent 0.09906 21.930 1.016e-22 0.090310 1.087e-01
-#&gt; k_m1 0.00524 7.996 8.486e-10 0.004066 6.753e-03
-#&gt; f_parent_to_m1 0.51340 23.000 2.039e-23 0.468100 5.584e-01
+#&gt; Estimate t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 1.007e+02 38.4300 1.180e-28 95.400000 1.061e+02
+#&gt; k_parent 1.006e-01 112.8000 1.718e-43 0.098760 1.024e-01
+#&gt; k_m1 5.167e-03 10.9500 1.171e-12 0.004290 6.223e-03
+#&gt; f_parent_to_m1 5.084e-01 26.0100 2.146e-23 0.468600 5.481e-01
+#&gt; sigma_low 3.050e-03 0.6314 2.661e-01 -0.006786 1.289e-02
+#&gt; rsd_high 7.928e-02 8.4170 6.418e-10 0.060100 9.847e-02
#&gt;
#&gt; Chi2 error levels in percent:
#&gt; err.min n.optim df
-#&gt; All data 6.399 4 15
-#&gt; parent 6.466 2 7
-#&gt; m1 4.679 2 8
+#&gt; All data 6.475 4 15
+#&gt; parent 6.573 2 7
+#&gt; m1 4.671 2 8
#&gt;
#&gt; Resulting formation fractions:
#&gt; ff
-#&gt; parent_m1 0.5134
-#&gt; parent_sink 0.4866
+#&gt; parent_m1 0.5084
+#&gt; parent_sink 0.4916
#&gt;
#&gt; Estimated disappearance times:
-#&gt; DT50 DT90
-#&gt; parent 6.997 23.24
-#&gt; m1 132.282 439.43
+#&gt; DT50 DT90
+#&gt; parent 6.893 22.9
+#&gt; m1 134.156 445.7
#&gt;
#&gt; Data:
-#&gt; time variable observed predicted residual err.ini err
-#&gt; 0 parent 99.46 99.67217 -2.122e-01 1 3.402
-#&gt; 0 parent 102.04 99.67217 2.368e+00 1 3.402
-#&gt; 1 parent 93.50 90.27152 3.228e+00 1 3.402
-#&gt; 1 parent 92.50 90.27152 2.228e+00 1 3.402
-#&gt; 3 parent 63.23 74.04648 -1.082e+01 1 3.402
-#&gt; 3 parent 68.99 74.04648 -5.056e+00 1 3.402
-#&gt; 7 parent 52.32 49.82092 2.499e+00 1 3.402
-#&gt; 7 parent 55.13 49.82092 5.309e+00 1 3.402
-#&gt; 14 parent 27.27 24.90288 2.367e+00 1 3.402
-#&gt; 14 parent 26.64 24.90288 1.737e+00 1 3.402
-#&gt; 21 parent 11.50 12.44765 -9.477e-01 1 3.402
-#&gt; 21 parent 11.64 12.44765 -8.077e-01 1 3.402
-#&gt; 35 parent 2.85 3.11002 -2.600e-01 1 3.402
-#&gt; 35 parent 2.91 3.11002 -2.000e-01 1 3.402
-#&gt; 50 parent 0.69 0.70375 -1.375e-02 1 3.402
-#&gt; 50 parent 0.63 0.70375 -7.375e-02 1 3.402
-#&gt; 75 parent 0.05 0.05913 -9.134e-03 1 3.402
-#&gt; 75 parent 0.06 0.05913 8.661e-04 1 3.402
-#&gt; 0 m1 0.00 0.00000 0.000e+00 2 2.722
-#&gt; 0 m1 0.00 0.00000 0.000e+00 2 2.722
-#&gt; 1 m1 4.84 4.81328 2.672e-02 2 2.722
-#&gt; 1 m1 5.64 4.81328 8.267e-01 2 2.722
-#&gt; 3 m1 12.91 13.04779 -1.378e-01 2 2.722
-#&gt; 3 m1 12.96 13.04779 -8.779e-02 2 2.722
-#&gt; 7 m1 22.97 25.07615 -2.106e+00 2 2.722
-#&gt; 7 m1 24.47 25.07615 -6.062e-01 2 2.722
-#&gt; 14 m1 41.69 36.70729 4.983e+00 2 2.722
-#&gt; 14 m1 33.21 36.70729 -3.497e+00 2 2.722
-#&gt; 21 m1 44.37 41.65050 2.719e+00 2 2.722
-#&gt; 21 m1 46.44 41.65050 4.789e+00 2 2.722
-#&gt; 35 m1 41.22 43.28866 -2.069e+00 2 2.722
-#&gt; 35 m1 37.95 43.28866 -5.339e+00 2 2.722
-#&gt; 50 m1 41.19 41.19339 -3.387e-03 2 2.722
-#&gt; 50 m1 40.01 41.19339 -1.183e+00 2 2.722
-#&gt; 75 m1 40.09 36.43820 3.652e+00 2 2.722
-#&gt; 75 m1 33.85 36.43820 -2.588e+00 2 2.722
-#&gt; 100 m1 31.04 31.98971 -9.497e-01 2 2.722
-#&gt; 100 m1 33.13 31.98971 1.140e+00 2 2.722
-#&gt; 120 m1 25.15 28.80897 -3.659e+00 2 2.722
-#&gt; 120 m1 33.31 28.80897 4.501e+00 2 2.722</div></pre>
+#&gt; time variable observed predicted residual
+#&gt; 0 parent 99.46 100.73434 -1.274340
+#&gt; 0 parent 102.04 100.73434 1.305660
+#&gt; 1 parent 93.50 91.09751 2.402486
+#&gt; 1 parent 92.50 91.09751 1.402486
+#&gt; 3 parent 63.23 74.50141 -11.271410
+#&gt; 3 parent 68.99 74.50141 -5.511410
+#&gt; 7 parent 52.32 49.82880 2.491200
+#&gt; 7 parent 55.13 49.82880 5.301200
+#&gt; 14 parent 27.27 24.64809 2.621908
+#&gt; 14 parent 26.64 24.64809 1.991908
+#&gt; 21 parent 11.50 12.19232 -0.692316
+#&gt; 21 parent 11.64 12.19232 -0.552316
+#&gt; 35 parent 2.85 2.98327 -0.133266
+#&gt; 35 parent 2.91 2.98327 -0.073266
+#&gt; 50 parent 0.69 0.66013 0.029874
+#&gt; 50 parent 0.63 0.66013 -0.030126
+#&gt; 75 parent 0.05 0.05344 -0.003438
+#&gt; 75 parent 0.06 0.05344 0.006562
+#&gt; 1 m1 4.84 4.88645 -0.046451
+#&gt; 1 m1 5.64 4.88645 0.753549
+#&gt; 3 m1 12.91 13.22867 -0.318669
+#&gt; 3 m1 12.96 13.22867 -0.268669
+#&gt; 7 m1 22.97 25.36417 -2.394167
+#&gt; 7 m1 24.47 25.36417 -0.894167
+#&gt; 14 m1 41.69 37.00974 4.680262
+#&gt; 14 m1 33.21 37.00974 -3.799738
+#&gt; 21 m1 44.37 41.90133 2.468668
+#&gt; 21 m1 46.44 41.90133 4.538668
+#&gt; 35 m1 41.22 43.45691 -2.236914
+#&gt; 35 m1 37.95 43.45691 -5.506914
+#&gt; 50 m1 41.19 41.34199 -0.151986
+#&gt; 50 m1 40.01 41.34199 -1.331986
+#&gt; 75 m1 40.09 36.61470 3.475295
+#&gt; 75 m1 33.85 36.61470 -2.764705
+#&gt; 100 m1 31.04 32.20082 -1.160823
+#&gt; 100 m1 33.13 32.20082 0.929177
+#&gt; 120 m1 25.15 29.04130 -3.891303
+#&gt; 120 m1 33.31 29.04130 4.268697</div><div class='input'>
+</div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
@@ -1358,8 +927,6 @@
<li><a href="#note">Note</a></li>
- <li><a href="#note">Note</a></li>
-
<li><a href="#source">Source</a></li>
<li><a href="#examples">Examples</a></li>
diff --git a/docs/reference/mkinmod.html b/docs/reference/mkinmod.html
index 37f95690..b100f251 100644
--- a/docs/reference/mkinmod.html
+++ b/docs/reference/mkinmod.html
@@ -68,7 +68,7 @@ For the definition of model types and their parameters, the equations given
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -234,7 +234,7 @@ For the definition of model types and their parameters, the equations given
<span class='no'>SFO_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'>mkinmod</span>(
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; Compilation argument:
-#&gt; /usr/lib/R/bin/R CMD SHLIB filef43390002d2.c 2&gt; filef43390002d2.c.err.txt
+#&gt; /usr/lib/R/bin/R CMD SHLIB file27ad440ff595.c 2&gt; file27ad440ff595.c.err.txt
#&gt; Program source:
#&gt; 1: #include &lt;R.h&gt;
#&gt; 2:
diff --git a/docs/reference/mkinparplot-1.png b/docs/reference/mkinparplot-1.png
index ba7212c5..82b9c212 100644
--- a/docs/reference/mkinparplot-1.png
+++ b/docs/reference/mkinparplot-1.png
Binary files differ
diff --git a/docs/reference/mkinparplot.html b/docs/reference/mkinparplot.html
index e819befe..c90acf4a 100644
--- a/docs/reference/mkinparplot.html
+++ b/docs/reference/mkinparplot.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -154,8 +154,8 @@
<pre class="examples"><div class='input'><span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(
<span class='kw'>T245</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"phenol"</span>), <span class='kw'>sink</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>),
<span class='kw'>phenol</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"anisole"</span>)),
- <span class='kw'>anisole</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>), <span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>model</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>mccall81_245T</span>, <span class='no'>soil</span> <span class='kw'>==</span> <span class='st'>"Commerce"</span>), <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'>mkinparplot</span>(<span class='no'>fit</span>)</div><div class='img'><img src='mkinparplot-1.png' alt='' width='700' height='433' /></div></pre>
+ <span class='kw'>anisole</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>), <span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>model</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/subset'>subset</a></span>(<span class='no'>mccall81_245T</span>, <span class='no'>soil</span> <span class='kw'>==</span> <span class='st'>"Commerce"</span>), <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Optimisation did not converge:</span>
+#&gt; <span class='warning'>false convergence (8)</span></div><div class='input'><span class='fu'>mkinparplot</span>(<span class='no'>fit</span>)</div><div class='img'><img src='mkinparplot-1.png' alt='' width='700' height='433' /></div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/mkinplot.html b/docs/reference/mkinplot.html
index 573e8e7c..0c8ee269 100644
--- a/docs/reference/mkinplot.html
+++ b/docs/reference/mkinplot.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/mkinpredict.html b/docs/reference/mkinpredict.html
index fb4afa9a..56c1ed27 100644
--- a/docs/reference/mkinpredict.html
+++ b/docs/reference/mkinpredict.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -333,50 +333,48 @@
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fl'>100</span>, <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fl'>0</span>), <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/seq'>seq</a></span>(<span class='fl'>0</span>, <span class='fl'>20</span>, <span class='kw'>by</span> <span class='kw'>=</span> <span class='fl'>0.1</span>),
<span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>)[<span class='fl'>201</span>,]))</div><div class='output co'>#&gt; time parent m1
#&gt; 201 20 4.978707 27.46227</div><div class='output co'>#&gt; User System verstrichen
-#&gt; 0.002 0.000 0.002 </div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/system.time'>system.time</a></span>(
+#&gt; 0.002 0.000 0.001 </div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/system.time'>system.time</a></span>(
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='fu'>mkinpredict</span>(<span class='no'>SFO_SFO</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>k_parent_m1</span> <span class='kw'>=</span> <span class='fl'>0.05</span>, <span class='kw'>k_parent_sink</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>k_m1_sink</span> <span class='kw'>=</span> <span class='fl'>0.01</span>),
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fl'>100</span>, <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fl'>0</span>), <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/seq'>seq</a></span>(<span class='fl'>0</span>, <span class='fl'>20</span>, <span class='kw'>by</span> <span class='kw'>=</span> <span class='fl'>0.1</span>),
<span class='kw'>solution_type</span> <span class='kw'>=</span> <span class='st'>"deSolve"</span>, <span class='kw'>use_compiled</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)[<span class='fl'>201</span>,]))</div><div class='output co'>#&gt; time parent m1
#&gt; 201 20 4.978707 27.46227</div><div class='output co'>#&gt; User System verstrichen
-#&gt; 0.039 0.000 0.039 </div><div class='input'>
+#&gt; 0.04 0.00 0.04 </div><div class='input'>
</div><div class='input'> <span class='co'># Predict from a fitted model</span>
- <span class='no'>f</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_C</span>)</div><div class='output co'>#&gt; Model cost at call 1 : 552.5739
-#&gt; Model cost at call 3 : 552.5739
-#&gt; Model cost at call 4 : 552.5739
-#&gt; Model cost at call 6 : 279.9345
-#&gt; Model cost at call 7 : 279.9344
-#&gt; Model cost at call 8 : 279.9294
-#&gt; Model cost at call 9 : 279.9294
-#&gt; Model cost at call 12 : 200.3629
-#&gt; Model cost at call 13 : 200.3629
-#&gt; Model cost at call 18 : 197.9039
-#&gt; Model cost at call 23 : 197.9039
-#&gt; Model cost at call 25 : 196.6754
-#&gt; Model cost at call 27 : 196.6754
-#&gt; Model cost at call 32 : 196.5742
-#&gt; Model cost at call 33 : 196.5742
-#&gt; Model cost at call 34 : 196.5742
-#&gt; Model cost at call 38 : 196.5361
-#&gt; Model cost at call 40 : 196.5361
-#&gt; Model cost at call 44 : 196.5336
-#&gt; Model cost at call 45 : 196.5336
-#&gt; Model cost at call 50 : 196.5334
-#&gt; Model cost at call 51 : 196.5334
-#&gt; Model cost at call 52 : 196.5334
-#&gt; Model cost at call 56 : 196.5334
-#&gt; Model cost at call 58 : 196.5334
-#&gt; Model cost at call 59 : 196.5334
-#&gt; Model cost at call 65 : 196.5334
-#&gt; Model cost at call 73 : 196.5334
-#&gt; Model cost at call 78 : 196.5334
-#&gt; Model cost at call 80 : 196.5334
-#&gt; Optimisation by method Port successfully terminated.</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/utils/topics/head'>head</a></span>(<span class='fu'>mkinpredict</span>(<span class='no'>f</span>))</div><div class='output co'>#&gt; time parent m1
+ <span class='no'>f</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_C</span>)</div><div class='output co'>#&gt; Negative log-likelihood at call 1: 552.5739
+#&gt; Negative log-likelihood at call 3: 552.5739
+#&gt; Negative log-likelihood at call 4: 552.5739
+#&gt; Negative log-likelihood at call 6: 279.9345
+#&gt; Negative log-likelihood at call 7: 279.9344
+#&gt; Negative log-likelihood at call 8: 279.9294
+#&gt; Negative log-likelihood at call 9: 279.9294
+#&gt; Negative log-likelihood at call 12: 200.3629
+#&gt; Negative log-likelihood at call 13: 200.3629
+#&gt; Negative log-likelihood at call 18: 197.9039
+#&gt; Negative log-likelihood at call 25: 196.6754
+#&gt; Negative log-likelihood at call 27: 196.6754
+#&gt; Negative log-likelihood at call 32: 196.5742
+#&gt; Negative log-likelihood at call 33: 196.5742
+#&gt; Negative log-likelihood at call 34: 196.5742
+#&gt; Negative log-likelihood at call 38: 196.5361
+#&gt; Negative log-likelihood at call 40: 196.5361
+#&gt; Negative log-likelihood at call 44: 196.5336
+#&gt; Negative log-likelihood at call 45: 196.5336
+#&gt; Negative log-likelihood at call 50: 196.5334
+#&gt; Negative log-likelihood at call 51: 196.5334
+#&gt; Negative log-likelihood at call 52: 196.5334
+#&gt; Negative log-likelihood at call 56: 196.5334
+#&gt; Negative log-likelihood at call 58: 196.5334
+#&gt; Negative log-likelihood at call 59: 196.5334
+#&gt; Negative log-likelihood at call 65: 196.5334
+#&gt; Negative log-likelihood at call 75: 26.64668
+#&gt; Negative log-likelihood at call 103: 26.64668
+#&gt; Optimisation successfully terminated.</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/utils/topics/head'>head</a></span>(<span class='fu'>mkinpredict</span>(<span class='no'>f</span>))</div><div class='output co'>#&gt; time parent m1
#&gt; 1 0.0 82.49216 0.000000
-#&gt; 2 0.1 80.00563 1.179955
-#&gt; 3 0.2 77.59404 2.312580
-#&gt; 4 0.3 75.25515 3.399419
-#&gt; 5 0.4 72.98675 4.441969
-#&gt; 6 0.5 70.78673 5.441679</div><div class='input'> </div></pre>
+#&gt; 2 0.1 80.00563 1.179956
+#&gt; 3 0.2 77.59404 2.312583
+#&gt; 4 0.3 75.25515 3.399424
+#&gt; 5 0.4 72.98675 4.441974
+#&gt; 6 0.5 70.78673 5.441685</div><div class='input'> </div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/mkinresplot-1.png b/docs/reference/mkinresplot-1.png
index b53869c7..5b7180ee 100644
--- a/docs/reference/mkinresplot-1.png
+++ b/docs/reference/mkinresplot-1.png
Binary files differ
diff --git a/docs/reference/mkinresplot.html b/docs/reference/mkinresplot.html
index c216d8b8..ab3b35b4 100644
--- a/docs/reference/mkinresplot.html
+++ b/docs/reference/mkinresplot.html
@@ -66,7 +66,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -199,8 +199,7 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'><span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>), <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>model</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='fu'>mkinresplot</span>(<span class='no'>fit</span>, <span class='st'>"m1"</span>)</div><div class='img'><img src='mkinresplot-1.png' alt='' width='700' height='433' /></div></pre>
+ <pre class="examples"><div class='input'><span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>), <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>model</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'>mkinresplot</span>(<span class='no'>fit</span>, <span class='st'>"m1"</span>)</div><div class='img'><img src='mkinresplot-1.png' alt='' width='700' height='433' /></div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/mkinsub.html b/docs/reference/mkinsub.html
index fee17102..b87ceca4 100644
--- a/docs/reference/mkinsub.html
+++ b/docs/reference/mkinsub.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/mmkin-3.png b/docs/reference/mmkin-3.png
index 952e6af3..4743eabd 100644
--- a/docs/reference/mmkin-3.png
+++ b/docs/reference/mmkin-3.png
Binary files differ
diff --git a/docs/reference/mmkin-5.png b/docs/reference/mmkin-5.png
index 7ab171d1..5e1527fa 100644
--- a/docs/reference/mmkin-5.png
+++ b/docs/reference/mmkin-5.png
Binary files differ
diff --git a/docs/reference/mmkin.html b/docs/reference/mmkin.html
index af963d13..68451ca6 100644
--- a/docs/reference/mmkin.html
+++ b/docs/reference/mmkin.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -194,11 +194,11 @@
<span class='no'>time_1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/system.time'>system.time</a></span>(<span class='no'>fits.4</span> <span class='kw'>&lt;-</span> <span class='fu'>mmkin</span>(<span class='no'>models</span>, <span class='no'>datasets</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>))
<span class='no'>time_default</span></div><div class='output co'>#&gt; User System verstrichen
-#&gt; 0.049 0.025 6.950 </div><div class='input'><span class='no'>time_1</span></div><div class='output co'>#&gt; User System verstrichen
-#&gt; 22.404 0.000 22.417 </div><div class='input'>
+#&gt; 0.034 0.041 5.124 </div><div class='input'><span class='no'>time_1</span></div><div class='output co'>#&gt; User System verstrichen
+#&gt; 19.594 0.000 19.605 </div><div class='input'>
<span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fits.0</span><span class='kw'>[[</span><span class='st'>"SFO_lin"</span>, <span class='fl'>2</span>]])</div><div class='output co'>#&gt; $ff
#&gt; parent_M1 parent_sink M1_M2 M1_sink
-#&gt; 0.7340480 0.2659520 0.7505686 0.2494314
+#&gt; 0.7340481 0.2659519 0.7505683 0.2494317
#&gt;
#&gt; $SFORB
#&gt; logical(0)
@@ -206,8 +206,8 @@
#&gt; $distimes
#&gt; DT50 DT90
#&gt; parent 0.8777689 2.915885
-#&gt; M1 2.3257453 7.725959
-#&gt; M2 33.7200874 112.015706
+#&gt; M1 2.3257442 7.725955
+#&gt; M2 33.7200941 112.015728
#&gt; </div><div class='input'>
<span class='co'># plot.mkinfit handles rows or columns of mmkin result objects</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fits.0</span>[<span class='fl'>1</span>, ])</div><div class='img'><img src='mmkin-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fits.0</span>[<span class='fl'>1</span>, ], <span class='kw'>obs_var</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"M1"</span>, <span class='st'>"M2"</span>))</div><div class='img'><img src='mmkin-2.png' alt='' width='700' height='433' /></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fits.0</span>[, <span class='fl'>1</span>])</div><div class='img'><img src='mmkin-3.png' alt='' width='700' height='433' /></div><div class='input'><span class='co'># Use double brackets to extract a single mkinfit object, which will be plotted</span>
diff --git a/docs/reference/nafta.html b/docs/reference/nafta.html
index f12e24e0..93bc3955 100644
--- a/docs/reference/nafta.html
+++ b/docs/reference/nafta.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -182,8 +182,7 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='no'>nafta_evaluation</span> <span class='kw'>&lt;-</span> <span class='fu'>nafta</span>(<span class='no'>NAFTA_SOP_Appendix_D</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Calculation of the Jacobian failed for the cost function of the untransformed model.</span>
-#&gt; <span class='warning'>No t-test results will be available</span></div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life of the IORE model is longer than the one corresponding</span></div><div class='output co'>#&gt; <span class='message'>to the terminal degradation rate found with the DFOP model.</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life obtained from the DFOP model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='output co'>#&gt; Sums of squares:
+ <pre class="examples"><div class='input'> <span class='no'>nafta_evaluation</span> <span class='kw'>&lt;-</span> <span class='fu'>nafta</span>(<span class='no'>NAFTA_SOP_Appendix_D</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>)</div><div class='output co'>#&gt; <span class='message'>The SFO model is rejected as S_SFO is equal or higher than the critical value S_c</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life of the IORE model is longer than the one corresponding</span></div><div class='output co'>#&gt; <span class='message'>to the terminal degradation rate found with the DFOP model.</span></div><div class='output co'>#&gt; <span class='message'>The representative half-life obtained from the DFOP model may be used</span></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='output co'>#&gt; Sums of squares:
#&gt; SFO IORE DFOP
#&gt; 1378.6832 615.7730 517.8836
#&gt;
@@ -192,22 +191,25 @@
#&gt;
#&gt; Parameters:
#&gt; $SFO
-#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 83.7558 8.08e-15 76.92822 90.58328
-#&gt; k_parent_sink 0.0017 7.45e-05 0.00111 0.00262
+#&gt; Estimate Pr(&gt;t) Lower Upper
+#&gt; parent_0 83.7558 1.80e-14 77.18268 90.3288
+#&gt; k_parent_sink 0.0017 7.43e-05 0.00112 0.0026
+#&gt; sigma 8.7518 1.22e-05 5.64278 11.8608
#&gt;
#&gt; $IORE
#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 9.69e+01 NA 8.75e+01 1.06e+02
-#&gt; k__iore_parent_sink 8.40e-14 NA 1.09e-19 6.47e-08
-#&gt; N_parent 6.68e+00 NA 3.54e+00 9.83e+00
+#&gt; parent_0 9.69e+01 NA 8.88e+01 1.05e+02
+#&gt; k__iore_parent_sink 8.40e-14 NA 1.79e-18 3.94e-09
+#&gt; N_parent 6.68e+00 NA 4.19e+00 9.17e+00
+#&gt; sigma 5.85e+00 NA 3.76e+00 7.94e+00
#&gt;
#&gt; $DFOP
#&gt; Estimate Pr(&gt;t) Lower Upper
-#&gt; parent_0 9.76e+01 4.44e-13 8.88e+01 1.06e+02
-#&gt; k1 4.24e-02 3.55e-02 1.41e-02 1.27e-01
-#&gt; k2 8.24e-04 2.06e-02 3.17e-04 2.14e-03
-#&gt; g 2.88e-01 1.31e-04 1.78e-01 4.30e-01
+#&gt; parent_0 9.76e+01 1.94e-13 9.02e+01 1.05e+02
+#&gt; k1 4.24e-02 5.92e-03 2.03e-02 8.88e-02
+#&gt; k2 8.24e-04 6.48e-03 3.89e-04 1.75e-03
+#&gt; g 2.88e-01 2.47e-05 1.95e-01 4.03e-01
+#&gt; sigma 5.36e+00 2.22e-05 3.43e+00 7.30e+00
#&gt;
#&gt;
#&gt; DTx values:
@@ -217,7 +219,7 @@
#&gt; DFOP 429 2380 841
#&gt;
#&gt; Representative half-life:
-#&gt; [1] 841.4096</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='img'><img src='nafta-1.png' alt='' width='700' height='433' /></div></pre>
+#&gt; [1] 841.4094</div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>nafta_evaluation</span>)</div><div class='img'><img src='nafta-1.png' alt='' width='700' height='433' /></div></pre>
</div>
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
<h2>Contents</h2>
diff --git a/docs/reference/plot.mkinfit-1.png b/docs/reference/plot.mkinfit-1.png
index f7404448..115792db 100644
--- a/docs/reference/plot.mkinfit-1.png
+++ b/docs/reference/plot.mkinfit-1.png
Binary files differ
diff --git a/docs/reference/plot.mkinfit-2.png b/docs/reference/plot.mkinfit-2.png
index 93c9efe0..15bdba55 100644
--- a/docs/reference/plot.mkinfit-2.png
+++ b/docs/reference/plot.mkinfit-2.png
Binary files differ
diff --git a/docs/reference/plot.mkinfit-3.png b/docs/reference/plot.mkinfit-3.png
index 7b8a81e2..9a074f31 100644
--- a/docs/reference/plot.mkinfit-3.png
+++ b/docs/reference/plot.mkinfit-3.png
Binary files differ
diff --git a/docs/reference/plot.mkinfit-4.png b/docs/reference/plot.mkinfit-4.png
index d44b6f9f..f8ae39c2 100644
--- a/docs/reference/plot.mkinfit-4.png
+++ b/docs/reference/plot.mkinfit-4.png
Binary files differ
diff --git a/docs/reference/plot.mkinfit.html b/docs/reference/plot.mkinfit.html
index 7255b324..525200ff 100644
--- a/docs/reference/plot.mkinfit.html
+++ b/docs/reference/plot.mkinfit.html
@@ -68,7 +68,7 @@ If the current plot device is a tikz device,
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -261,10 +261,9 @@ plot_sep(fit, sep_obs = TRUE, show_residuals = TRUE, show_errmin = TRUE, &#8230
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'><span class='co'># One parent compound, one metabolite, both single first order, path from</span>
-<span class='co'># parent to sink included, use Levenberg-Marquardt for speed</span>
+<span class='co'># parent to sink included</span>
<span class='no'>SFO_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"m1"</span>, <span class='kw'>full</span> <span class='kw'>=</span> <span class='st'>"Parent"</span>),
- <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>full</span> <span class='kw'>=</span> <span class='st'>"Metabolite M1"</span> ))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>method.modFit</span> <span class='kw'>=</span> <span class='st'>"Marq"</span>)
-<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>)</div><div class='img'><img src='plot.mkinfit-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>, <span class='kw'>show_residuals</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='img'><img src='plot.mkinfit-2.png' alt='' width='700' height='433' /></div><div class='input'>
+ <span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='kw'>full</span> <span class='kw'>=</span> <span class='st'>"Metabolite M1"</span> ))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>)</div><div class='img'><img src='plot.mkinfit-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>, <span class='kw'>show_residuals</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='img'><img src='plot.mkinfit-2.png' alt='' width='700' height='433' /></div><div class='input'>
<span class='co'># Show the observed variables separately</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>, <span class='kw'>sep_obs</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>lpos</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"topright"</span>, <span class='st'>"bottomright"</span>))</div><div class='img'><img src='plot.mkinfit-3.png' alt='' width='700' height='433' /></div><div class='input'>
<span class='co'># Show the observed variables separately, with residuals</span>
diff --git a/docs/reference/plot.mmkin-1.png b/docs/reference/plot.mmkin-1.png
index 2aa7aad9..60e602d4 100644
--- a/docs/reference/plot.mmkin-1.png
+++ b/docs/reference/plot.mmkin-1.png
Binary files differ
diff --git a/docs/reference/plot.mmkin-2.png b/docs/reference/plot.mmkin-2.png
index 94b1332a..f1e4318c 100644
--- a/docs/reference/plot.mmkin-2.png
+++ b/docs/reference/plot.mmkin-2.png
Binary files differ
diff --git a/docs/reference/plot.mmkin-3.png b/docs/reference/plot.mmkin-3.png
index ca78fa42..04762756 100644
--- a/docs/reference/plot.mmkin-3.png
+++ b/docs/reference/plot.mmkin-3.png
Binary files differ
diff --git a/docs/reference/plot.mmkin.html b/docs/reference/plot.mmkin.html
index e1651208..b3f2de66 100644
--- a/docs/reference/plot.mmkin.html
+++ b/docs/reference/plot.mmkin.html
@@ -67,7 +67,7 @@ If the current plot device is a tikz device,
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -187,10 +187,10 @@ If the current plot device is a tikz device,
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='co'># Only use one core not to offend CRAN checks, use Levenberg-Marquardt for speed</span>
+ <pre class="examples"><div class='input'> <span class='co'># Only use one core not to offend CRAN checks</span>
<span class='no'>fits</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"FOMC"</span>, <span class='st'>"HS"</span>),
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='st'>"FOCUS B"</span> <span class='kw'>=</span> <span class='no'>FOCUS_2006_B</span>, <span class='st'>"FOCUS C"</span> <span class='kw'>=</span> <span class='no'>FOCUS_2006_C</span>), <span class='co'># named list for titles</span>
- <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>method.modFit</span> <span class='kw'>=</span> <span class='st'>"Marq"</span>)
+ <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fits</span>[, <span class='st'>"FOCUS C"</span>])</div><div class='img'><img src='plot.mmkin-1.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fits</span>[<span class='st'>"FOMC"</span>, ])</div><div class='img'><img src='plot.mmkin-2.png' alt='' width='700' height='433' /></div><div class='input'>
<span class='co'># We can also plot a single fit, if we like the way plot.mmkin works, but then the plot</span>
<span class='co'># height should be smaller than the plot width (this is not possible for the html pages</span>
diff --git a/docs/reference/plot.nafta.html b/docs/reference/plot.nafta.html
index 753cbd6a..1aa4485a 100644
--- a/docs/reference/plot.nafta.html
+++ b/docs/reference/plot.nafta.html
@@ -67,7 +67,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/print.mkinds.html b/docs/reference/print.mkinds.html
index 96607b02..2cc112aa 100644
--- a/docs/reference/print.mkinds.html
+++ b/docs/reference/print.mkinds.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/print.mkinmod.html b/docs/reference/print.mkinmod.html
index 7e138697..d09b629e 100644
--- a/docs/reference/print.mkinmod.html
+++ b/docs/reference/print.mkinmod.html
@@ -63,7 +63,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/print.nafta.html b/docs/reference/print.nafta.html
index 1b35053f..28847afe 100644
--- a/docs/reference/print.nafta.html
+++ b/docs/reference/print.nafta.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/schaefer07_complex_case-1.png b/docs/reference/schaefer07_complex_case-1.png
index 6a621369..49967dc9 100644
--- a/docs/reference/schaefer07_complex_case-1.png
+++ b/docs/reference/schaefer07_complex_case-1.png
Binary files differ
diff --git a/docs/reference/schaefer07_complex_case.html b/docs/reference/schaefer07_complex_case.html
index 1e8a6d9e..fec2a187 100644
--- a/docs/reference/schaefer07_complex_case.html
+++ b/docs/reference/schaefer07_complex_case.html
@@ -65,7 +65,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -167,7 +167,7 @@
<span class='kw'>A2</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>), <span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> </div><div class='input'> <span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>model</span>, <span class='no'>data</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/graphics/topics/plot'>plot</a></span>(<span class='no'>fit</span>)</div><div class='img'><img src='schaefer07_complex_case-1.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='endpoints.html'>endpoints</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#&gt; $ff
#&gt; parent_A1 parent_B1 parent_C1 parent_sink A1_A2 A1_sink
-#&gt; 0.3809621 0.1954665 0.4235714 0.0000000 0.4479674 0.5520326
+#&gt; 0.3809619 0.1954667 0.4235714 0.0000000 0.4479605 0.5520395
#&gt;
#&gt; $SFORB
#&gt; logical(0)
@@ -175,10 +175,10 @@
#&gt; $distimes
#&gt; DT50 DT90
#&gt; parent 13.95078 46.34350
-#&gt; A1 49.75342 165.27728
-#&gt; B1 37.26913 123.80536
-#&gt; C1 11.23133 37.30968
-#&gt; A2 28.50591 94.69457
+#&gt; A1 49.75344 165.27734
+#&gt; B1 37.26908 123.80520
+#&gt; C1 11.23130 37.30958
+#&gt; A2 28.50644 94.69634
#&gt; </div><div class='input'> </div><div class='input'> <span class='co'># Compare with the results obtained in the original publication</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>schaefer07_complex_results</span>)</div><div class='output co'>#&gt; compound parameter KinGUI ModelMaker deviation
#&gt; 1 parent degradation rate 0.0496 0.0506 2.0
diff --git a/docs/reference/sigma_twocomp.html b/docs/reference/sigma_twocomp.html
index eca5deec..265c7d1f 100644
--- a/docs/reference/sigma_twocomp.html
+++ b/docs/reference/sigma_twocomp.html
@@ -68,7 +68,7 @@ This is the error model used for example by Werner et al. (1978). The model
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/summary.mkinfit.html b/docs/reference/summary.mkinfit.html
index f561e258..e5565990 100644
--- a/docs/reference/summary.mkinfit.html
+++ b/docs/reference/summary.mkinfit.html
@@ -32,10 +32,10 @@
<meta property="og:title" content="Summary method for class "mkinfit" — summary.mkinfit" />
-<meta property="og:description" content="Lists model equations, the summary as returned by summary.modFit,
- the chi2 error levels calculated according to FOCUS guidance (2006) as far
- as defined therein, and optionally the data, consisting of observed, predicted
- and residual values." />
+<meta property="og:description" content="Lists model equations, initial parameter values, optimised parameters with some
+ uncertainty statistics, the chi2 error levels calculated according to FOCUS
+ guidance (2006) as defined therein, formation fractions, DT50 values and
+ optionally the data, consisting of observed, predicted and residual values." />
<meta name="twitter:card" content="summary" />
@@ -66,7 +66,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -131,10 +131,10 @@
<div class="ref-description">
- <p>Lists model equations, the summary as returned by <code>summary.modFit</code>,
- the chi2 error levels calculated according to FOCUS guidance (2006) as far
- as defined therein, and optionally the data, consisting of observed, predicted
- and residual values.</p>
+ <p>Lists model equations, initial parameter values, optimised parameters with some
+ uncertainty statistics, the chi2 error levels calculated according to FOCUS
+ guidance (2006) as defined therein, formation fractions, DT50 values and
+ optionally the data, consisting of observed, predicted and residual values.</p>
</div>
@@ -178,8 +178,7 @@
<h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
- <p>The summary function returns a list derived from
- <code>summary.modFit</code>, with components, among others</p>
+ <p>The summary function returns a list with components, among others</p>
<dt>version, Rversion</dt><dd><p>The mkin and R versions used</p></dd>
<dt>date.fit, date.summary</dt><dd><p>The dates where the fit and the summary were produced</p></dd>
<dt>use_of_ff</dt><dd><p>Was maximum or minimum use made of formation fractions</p></dd>
@@ -193,6 +192,7 @@
<dt>errmin </dt><dd><p>The chi2 error levels for each observed variable.</p></dd>
<dt>bparms.ode </dt><dd><p>All backtransformed ODE parameters, for use as starting parameters for
related models.</p></dd>
+ <dt>errparms </dt><dd><p>Error model parameters.</p></dd>
<dt>ff </dt><dd><p>The estimated formation fractions derived from the fitted model.</p></dd>
<dt>distimes </dt><dd><p>The DT50 and DT90 values for each observed variable.</p></dd>
<dt>SFORB</dt><dd><p>If applicable, eigenvalues of SFORB components of the model.</p></dd>
@@ -209,52 +209,56 @@
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
- <pre class="examples"><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>)), <span class='no'>FOCUS_2006_A</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>))</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.48.1
-#&gt; R version used for fitting: 3.5.2
-#&gt; Date of fit: Mon Mar 4 14:06:25 2019
-#&gt; Date of summary: Mon Mar 4 14:06:25 2019
+ <pre class="examples"><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>)), <span class='no'>FOCUS_2006_A</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>))</div><div class='output co'>#&gt; mkin version used for fitting: 0.9.49.4
+#&gt; R version used for fitting: 3.5.3
+#&gt; Date of fit: Wed Apr 10 10:11:15 2019
+#&gt; Date of summary: Wed Apr 10 10:11:15 2019
#&gt;
#&gt; Equations:
#&gt; d_parent/dt = - k_parent_sink * parent
#&gt;
#&gt; Model predictions using solution type analytical
#&gt;
-#&gt; Fitted with method Port using 35 model solutions performed in 0.085 s
+#&gt; Fitted with method using 131 model solutions performed in 0.284 s
#&gt;
-#&gt; Weighting: none
+#&gt; Error model:
+#&gt; NULL
#&gt;
#&gt; Starting values for parameters to be optimised:
-#&gt; value type
-#&gt; parent_0 101.24 state
-#&gt; k_parent_sink 0.10 deparm
+#&gt; value type
+#&gt; parent_0 101.240000 state
+#&gt; k_parent_sink 0.100000 deparm
+#&gt; sigma 5.265546 error
#&gt;
#&gt; Starting values for the transformed parameters actually optimised:
#&gt; value lower upper
#&gt; parent_0 101.240000 -Inf Inf
#&gt; log_k_parent_sink -2.302585 -Inf Inf
+#&gt; sigma 5.265546 0 Inf
#&gt;
#&gt; Fixed parameter values:
#&gt; None
#&gt;
#&gt; Optimised, transformed parameters with symmetric confidence intervals:
#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 109.200 4.3910 98.410 119.900
-#&gt; log_k_parent_sink -3.291 0.1152 -3.573 -3.009
+#&gt; parent_0 109.200 3.70400 99.630 118.700
+#&gt; log_k_parent_sink -3.291 0.09176 -3.527 -3.055
+#&gt; sigma 5.266 1.31600 1.882 8.649
#&gt;
#&gt; Parameter correlation:
-#&gt; parent_0 log_k_parent_sink
-#&gt; parent_0 1.000 0.575
-#&gt; log_k_parent_sink 0.575 1.000
-#&gt;
-#&gt; Residual standard error: 6.08 on 6 degrees of freedom
+#&gt; parent_0 log_k_parent_sink sigma
+#&gt; parent_0 1.000e+00 5.428e-01 1.642e-07
+#&gt; log_k_parent_sink 5.428e-01 1.000e+00 2.507e-07
+#&gt; sigma 1.642e-07 2.507e-07 1.000e+00
#&gt;
#&gt; Backtransformed parameters:
#&gt; Confidence intervals for internally transformed parameters are asymmetric.
#&gt; t-test (unrealistically) based on the assumption of normal distribution
#&gt; for estimators of untransformed parameters.
-#&gt; Estimate t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 109.20000 24.860 1.394e-07 98.41000 119.90000
-#&gt; k_parent_sink 0.03722 8.679 6.457e-05 0.02807 0.04934
+#&gt; Estimate t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 109.20000 29.47 4.218e-07 99.6300 118.70000
+#&gt; k_parent_sink 0.03722 10.90 5.650e-05 0.0294 0.04712
+#&gt; sigma 5.26600 4.00 5.162e-03 1.8820 8.64900
#&gt;
#&gt; Chi2 error levels in percent:
#&gt; err.min n.optim df
diff --git a/docs/reference/synthetic_data_for_UBA.html b/docs/reference/synthetic_data_for_UBA.html
index 6e36e72f..2c2623e4 100644
--- a/docs/reference/synthetic_data_for_UBA.html
+++ b/docs/reference/synthetic_data_for_UBA.html
@@ -78,7 +78,7 @@ Compare also the code in the example section to see the degradation models." />
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
diff --git a/docs/reference/test_data_from_UBA_2014-1.png b/docs/reference/test_data_from_UBA_2014-1.png
index 47670389..9157a6a1 100644
--- a/docs/reference/test_data_from_UBA_2014-1.png
+++ b/docs/reference/test_data_from_UBA_2014-1.png
Binary files differ
diff --git a/docs/reference/test_data_from_UBA_2014-2.png b/docs/reference/test_data_from_UBA_2014-2.png
index 8d282842..528f3987 100644
--- a/docs/reference/test_data_from_UBA_2014-2.png
+++ b/docs/reference/test_data_from_UBA_2014-2.png
Binary files differ
diff --git a/docs/reference/test_data_from_UBA_2014.html b/docs/reference/test_data_from_UBA_2014.html
index 28e8b41c..dfb49619 100644
--- a/docs/reference/test_data_from_UBA_2014.html
+++ b/docs/reference/test_data_from_UBA_2014.html
@@ -64,7 +64,7 @@
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -158,23 +158,24 @@
<span class='co'># large parameter correlations, among other reasons (e.g. the adequacy of the</span>
<span class='co'># model).</span>
<span class='no'>m_ws</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent_w</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"parent_s"</span>),
- <span class='kw'>parent_s</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"parent_w"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> <span class='no'>f_river</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>m_ws</span>, <span class='no'>test_data_from_UBA_2014</span><span class='kw'>[[</span><span class='fl'>1</span>]]$<span class='no'>data</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>f_river</span>)</div><div class='img'><img src='test_data_from_UBA_2014-1.png' alt='' width='700' height='433' /></div><div class='input'>
- <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f_river</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Could not estimate covariance matrix; singular system.</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
-#&gt; parent_w_0 9.598567e+01 2.33959800 4.102657e+01 9.568967e-19 NA
-#&gt; k_parent_w_sink 3.603743e-01 0.03497750 1.030303e+01 4.989002e-09 NA
-#&gt; k_parent_w_parent_s 6.031371e-02 0.01746024 3.454346e+00 1.514723e-03 NA
-#&gt; k_parent_s_sink 5.108539e-11 0.10382001 4.920572e-10 5.000000e-01 NA
-#&gt; k_parent_s_parent_w 7.419672e-02 0.11338240 6.543936e-01 2.608069e-01 NA
-#&gt; Upper
-#&gt; parent_w_0 NA
-#&gt; k_parent_w_sink NA
-#&gt; k_parent_w_parent_s NA
-#&gt; k_parent_s_sink NA
-#&gt; k_parent_s_parent_w NA</div><div class='input'> <span class='fu'><a href='mkinerrmin.html'>mkinerrmin</a></span>(<span class='no'>f_river</span>)</div><div class='output co'>#&gt; err.min n.optim df
+ <span class='kw'>parent_s</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"parent_w"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'> <span class='no'>f_river</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>m_ws</span>, <span class='no'>test_data_from_UBA_2014</span><span class='kw'>[[</span><span class='fl'>1</span>]]$<span class='no'>data</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>f_river</span>)</div><div class='img'><img src='test_data_from_UBA_2014-1.png' alt='' width='700' height='433' /></div><div class='input'>
+ <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f_river</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t)
+#&gt; parent_w_0 9.598567e+01 2.12352039 4.520120e+01 9.476357e-18
+#&gt; k_parent_w_sink 3.603743e-01 0.03149366 1.144276e+01 4.128096e-09
+#&gt; k_parent_w_parent_s 6.031371e-02 0.01603582 3.761185e+00 9.436293e-04
+#&gt; k_parent_s_sink 7.560341e-11 0.09483761 7.971881e-10 5.000000e-01
+#&gt; k_parent_s_parent_w 7.419672e-02 0.10738374 6.909493e-01 2.500756e-01
+#&gt; sigma 2.982879e+00 0.50546582 5.901247e+00 1.454824e-05
+#&gt; Lower Upper
+#&gt; parent_w_0 91.48420501 100.4871438
+#&gt; k_parent_w_sink 0.30668904 0.4234571
+#&gt; k_parent_w_parent_s 0.03423904 0.1062455
+#&gt; k_parent_s_sink 0.00000000 Inf
+#&gt; k_parent_s_parent_w 0.02289956 0.2404043
+#&gt; sigma 2.00184022 3.9639169</div><div class='input'> <span class='fu'><a href='mkinerrmin.html'>mkinerrmin</a></span>(<span class='no'>f_river</span>)</div><div class='output co'>#&gt; err.min n.optim df
#&gt; All data 0.09246946 5 6
#&gt; parent_w 0.06377096 3 3
-#&gt; parent_s 0.20882324 2 3</div><div class='input'>
+#&gt; parent_s 0.20882325 2 3</div><div class='input'>
<span class='co'># This is the evaluation used for the validation of software packages</span>
<span class='co'># in the expertise from 2014</span>
<span class='no'>m_soil</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"M1"</span>, <span class='st'>"M2"</span>)),
@@ -182,27 +183,28 @@
<span class='kw'>M2</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"M3"</span>),
<span class='kw'>M3</span> <span class='kw'>=</span> <span class='fu'><a href='mkinsub.html'>mkinsub</a></span>(<span class='st'>"SFO"</span>),
<span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'>
- <span class='no'>f_soil</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>m_soil</span>, <span class='no'>test_data_from_UBA_2014</span><span class='kw'>[[</span><span class='fl'>3</span>]]$<span class='no'>data</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
- <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>f_soil</span>, <span class='kw'>lpos</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"topright"</span>, <span class='st'>"topright"</span>, <span class='st'>"topright"</span>, <span class='st'>"bottomright"</span>))</div><div class='img'><img src='test_data_from_UBA_2014-2.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f_soil</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
-#&gt; parent_0 76.55425584 0.943443794 81.1434198 4.422336e-30 74.602593773
-#&gt; k_parent 0.12081956 0.004815515 25.0896457 1.639665e-18 0.111257517
-#&gt; k_M1 0.84258651 0.930121548 0.9058886 1.871938e-01 0.085876516
-#&gt; k_M2 0.04210878 0.013729902 3.0669396 2.729137e-03 0.021450630
-#&gt; k_M3 0.01122919 0.008044865 1.3958206 8.804912e-02 0.002550984
-#&gt; f_parent_to_M1 0.32240199 0.278620579 1.1571363 1.295467e-01 NA
-#&gt; f_parent_to_M2 0.16099854 0.030548888 5.2701931 1.196190e-05 NA
-#&gt; f_M1_to_M3 0.27921500 0.314732842 0.8871492 1.920908e-01 0.015016983
-#&gt; f_M2_to_M3 0.55641333 0.650246995 0.8556954 2.004966e-01 0.005360555
+ <span class='no'>f_soil</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>m_soil</span>, <span class='no'>test_data_from_UBA_2014</span><span class='kw'>[[</span><span class='fl'>3</span>]]$<span class='no'>data</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'> <span class='fu'><a href='plot.mkinfit.html'>plot_sep</a></span>(<span class='no'>f_soil</span>, <span class='kw'>lpos</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"topright"</span>, <span class='st'>"topright"</span>, <span class='st'>"topright"</span>, <span class='st'>"bottomright"</span>))</div><div class='img'><img src='test_data_from_UBA_2014-2.png' alt='' width='700' height='433' /></div><div class='input'> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>f_soil</span>)$<span class='no'>bpar</span></div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower
+#&gt; parent_0 76.55425584 0.859186614 89.1008479 1.113866e-26 74.755959751
+#&gt; k_parent 0.12081956 0.004601922 26.2541548 1.077373e-16 0.111561582
+#&gt; k_M1 0.84258651 0.806231481 1.0450925 1.545475e-01 0.113839756
+#&gt; k_M2 0.04210878 0.017083049 2.4649452 1.170195e-02 0.018013807
+#&gt; k_M3 0.01122919 0.007245890 1.5497322 6.885127e-02 0.002909463
+#&gt; f_parent_to_M1 0.32240199 0.240803570 1.3388589 9.820821e-02 NA
+#&gt; f_parent_to_M2 0.16099854 0.033691991 4.7785403 6.531225e-05 NA
+#&gt; f_M1_to_M3 0.27921500 0.269443517 1.0362654 1.565440e-01 0.022992921
+#&gt; f_M2_to_M3 0.55641333 0.595125456 0.9349513 1.807725e-01 0.008003316
+#&gt; sigma 1.14005399 0.149696423 7.6157731 1.727024e-07 0.826735778
#&gt; Upper
-#&gt; parent_0 78.50591790
-#&gt; k_parent 0.13120341
-#&gt; k_M1 8.26712661
-#&gt; k_M2 0.08266188
-#&gt; k_M3 0.04942981
+#&gt; parent_0 78.35255192
+#&gt; k_parent 0.13084582
+#&gt; k_M1 6.23641562
+#&gt; k_M2 0.09843279
+#&gt; k_M3 0.04333950
#&gt; f_parent_to_M1 NA
#&gt; f_parent_to_M2 NA
-#&gt; f_M1_to_M3 0.90777163
-#&gt; f_M2_to_M3 0.99658633</div><div class='input'> <span class='fu'><a href='mkinerrmin.html'>mkinerrmin</a></span>(<span class='no'>f_soil</span>)</div><div class='output co'>#&gt; err.min n.optim df
+#&gt; f_M1_to_M3 0.86443090
+#&gt; f_M2_to_M3 0.99489847
+#&gt; sigma 1.45337221</div><div class='input'> <span class='fu'><a href='mkinerrmin.html'>mkinerrmin</a></span>(<span class='no'>f_soil</span>)</div><div class='output co'>#&gt; err.min n.optim df
#&gt; All data 0.09649963 9 20
#&gt; parent 0.04721283 2 6
#&gt; M1 0.26551209 2 5
diff --git a/docs/reference/transform_odeparms.html b/docs/reference/transform_odeparms.html
index fbc792f1..7e05480e 100644
--- a/docs/reference/transform_odeparms.html
+++ b/docs/reference/transform_odeparms.html
@@ -71,7 +71,7 @@ The transformation of sets of formation fractions is fragile, as it supposes
</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">0.9.48.1</span>
+ <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.4</span>
</span>
</div>
@@ -202,30 +202,32 @@ The transformation of sets of formation fractions is fragile, as it supposes
<pre class="examples"><div class='input'><span class='no'>SFO_SFO</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinmod.html'>mkinmod</a></span>(
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"m1"</span>, <span class='kw'>sink</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>))</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'><span class='co'># Fit the model to the FOCUS example dataset D using defaults</span>
-<span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit</span>)
+<span class='no'>fit</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='no'>fit.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit</span>)
<span class='co'># Transformed and backtransformed parameters</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.s</span>$<span class='no'>par</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.60 1.6137 96.33 102.87
-#&gt; log_k_parent_sink -3.04 0.0783 -3.20 -2.88
-#&gt; log_k_parent_m1 -2.98 0.0412 -3.06 -2.90
-#&gt; log_k_m1_sink -5.25 0.1361 -5.52 -4.97</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.59848 1.613712 61.72 2.02e-38 96.32572 1.03e+02
-#&gt; k_parent_sink 0.04792 0.003750 12.78 3.05e-15 0.04089 5.62e-02
-#&gt; k_parent_m1 0.05078 0.002094 24.25 3.41e-24 0.04670 5.52e-02
-#&gt; k_m1_sink 0.00526 0.000716 7.35 5.76e-09 0.00399 6.93e-03</div><div class='input'>
+#&gt; parent_0 99.60 1.5702 96.40 102.79
+#&gt; log_k_parent_sink -3.04 0.0763 -3.19 -2.88
+#&gt; log_k_parent_m1 -2.98 0.0403 -3.06 -2.90
+#&gt; log_k_m1_sink -5.25 0.1332 -5.52 -4.98
+#&gt; sigma 3.13 0.3585 2.40 3.85</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 99.59848 1.57022 63.43 2.30e-36 96.40384 102.7931
+#&gt; k_parent_sink 0.04792 0.00365 13.11 6.13e-15 0.04103 0.0560
+#&gt; k_parent_m1 0.05078 0.00205 24.80 3.27e-23 0.04678 0.0551
+#&gt; k_m1_sink 0.00526 0.00070 7.51 6.16e-09 0.00401 0.0069
+#&gt; sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.8549</div><div class='input'>
</div><div class='input'><span class='co'># Compare to the version without transforming rate parameters</span>
-<span class='no'>fit.2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>transform_rates</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.2.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.2</span>)
+<span class='no'>fit.2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>transform_rates</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='no'>fit.2.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.2</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.2.s</span>$<span class='no'>par</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.59848 1.613710 96.32573 1.03e+02
-#&gt; k_parent_sink 0.04792 0.003750 0.04031 5.55e-02
-#&gt; k_parent_m1 0.05078 0.002094 0.04653 5.50e-02
-#&gt; k_m1_sink 0.00526 0.000716 0.00381 6.71e-03</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.2.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.59848 1.613710 61.72 2.02e-38 96.32573 1.03e+02
-#&gt; k_parent_sink 0.04792 0.003750 12.78 3.05e-15 0.04031 5.55e-02
-#&gt; k_parent_m1 0.05078 0.002094 24.25 3.41e-24 0.04653 5.50e-02
-#&gt; k_m1_sink 0.00526 0.000716 7.35 5.76e-09 0.00381 6.71e-03</div><div class='input'>
+#&gt; parent_0 99.59848 1.57022 96.40384 1.03e+02
+#&gt; k_parent_sink 0.04792 0.00365 0.04049 5.54e-02
+#&gt; k_parent_m1 0.05078 0.00205 0.04661 5.49e-02
+#&gt; k_m1_sink 0.00526 0.00070 0.00384 6.69e-03
+#&gt; sigma 3.12550 0.35852 2.39609 3.85e+00</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.2.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 99.59848 1.57022 63.43 2.30e-36 96.40384 1.03e+02
+#&gt; k_parent_sink 0.04792 0.00365 13.11 6.13e-15 0.04049 5.54e-02
+#&gt; k_parent_m1 0.05078 0.00205 24.80 3.27e-23 0.04661 5.49e-02
+#&gt; k_m1_sink 0.00526 0.00070 7.51 6.16e-09 0.00384 6.69e-03
+#&gt; sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.85e+00</div><div class='input'>
<span class='no'>initials</span> <span class='kw'>&lt;-</span> <span class='no'>fit</span>$<span class='no'>start</span>$<span class='no'>value</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/names'>names</a></span>(<span class='no'>initials</span>) <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/colnames'>rownames</a></span>(<span class='no'>fit</span>$<span class='no'>start</span>)
<span class='no'>transformed</span> <span class='kw'>&lt;-</span> <span class='no'>fit</span>$<span class='no'>start_transformed</span>$<span class='no'>value</span>
@@ -238,17 +240,18 @@ The transformation of sets of formation fractions is fragile, as it supposes
<span class='kw'>parent</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>, <span class='kw'>to</span> <span class='kw'>=</span> <span class='st'>"m1"</span>, <span class='kw'>sink</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>),
<span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'>
-<span class='no'>fit.ff</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.ff.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.ff</span>)
+<span class='no'>fit.ff</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO.ff</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='no'>fit.ff.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.ff</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.s</span>$<span class='no'>par</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 99.598 1.6137 96.3257 102.871
-#&gt; log_k_parent -2.316 0.0419 -2.4006 -2.231
-#&gt; log_k_m1 -5.248 0.1361 -5.5235 -4.972
-#&gt; f_parent_ilr_1 0.041 0.0648 -0.0904 0.172</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 99.59848 1.613712 61.72 2.02e-38 96.32574 1.03e+02
-#&gt; k_parent 0.09870 0.004132 23.88 5.70e-24 0.09066 1.07e-01
-#&gt; k_m1 0.00526 0.000716 7.35 5.76e-09 0.00399 6.93e-03
-#&gt; f_parent_to_m1 0.51448 0.022880 22.49 4.37e-23 0.46808 5.61e-01</div><div class='input'><span class='no'>initials</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"f_parent_to_m1"</span> <span class='kw'>=</span> <span class='fl'>0.5</span>)
+#&gt; parent_0 99.598 1.5702 96.4038 102.793
+#&gt; log_k_parent -2.316 0.0409 -2.3988 -2.233
+#&gt; log_k_m1 -5.248 0.1332 -5.5184 -4.977
+#&gt; f_parent_ilr_1 0.041 0.0631 -0.0875 0.169
+#&gt; sigma 3.126 0.3585 2.3961 3.855</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 99.59848 1.57022 63.43 2.30e-36 96.40384 102.7931
+#&gt; k_parent 0.09870 0.00403 24.47 4.96e-23 0.09082 0.1073
+#&gt; k_m1 0.00526 0.00070 7.51 6.16e-09 0.00401 0.0069
+#&gt; f_parent_to_m1 0.51448 0.02230 23.07 3.10e-22 0.46912 0.5596
+#&gt; sigma 3.12550 0.35852 8.72 2.24e-10 2.39609 3.8549</div><div class='input'><span class='no'>initials</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"f_parent_to_m1"</span> <span class='kw'>=</span> <span class='fl'>0.5</span>)
<span class='no'>transformed</span> <span class='kw'>&lt;-</span> <span class='fu'>transform_odeparms</span>(<span class='no'>initials</span>, <span class='no'>SFO_SFO.ff</span>)
<span class='fu'>backtransform_odeparms</span>(<span class='no'>transformed</span>, <span class='no'>SFO_SFO.ff</span>)</div><div class='output co'>#&gt; f_parent_to_m1
#&gt; 0.5 </div><div class='input'>
@@ -258,15 +261,16 @@ The transformation of sets of formation fractions is fragile, as it supposes
<span class='kw'>m1</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"SFO"</span>),
<span class='kw'>use_of_ff</span> <span class='kw'>=</span> <span class='st'>"max"</span>)</div><div class='output co'>#&gt; <span class='message'>Successfully compiled differential equation model from auto-generated C code.</span></div><div class='input'>
-<span class='no'>fit.ff.2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO.ff.2</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
-<span class='no'>fit.ff.2.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.ff.2</span>)
+<span class='no'>fit.ff.2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO.ff.2</span>, <span class='no'>FOCUS_2006_D</span>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: Observations with value of zero were removed from the data</span></div><div class='input'><span class='no'>fit.ff.2.s</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/summary'>summary</a></span>(<span class='no'>fit.ff.2</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.2.s</span>$<span class='no'>par</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate Std. Error Lower Upper
-#&gt; parent_0 84.79 2.9651 78.78 90.80
-#&gt; log_k_parent -2.76 0.0809 -2.92 -2.59
-#&gt; log_k_m1 -4.21 0.1115 -4.44 -3.99</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.2.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
-#&gt; parent_0 84.7916 2.96505 28.60 3.94e-27 78.7838 90.7994
-#&gt; k_parent 0.0635 0.00514 12.36 5.24e-15 0.0539 0.0748
-#&gt; k_m1 0.0148 0.00165 8.97 4.11e-11 0.0118 0.0185</div></pre>
+#&gt; parent_0 84.79 3.012 78.67 90.91
+#&gt; log_k_parent -2.76 0.082 -2.92 -2.59
+#&gt; log_k_m1 -4.21 0.123 -4.46 -3.96
+#&gt; sigma 8.22 0.943 6.31 10.14</div><div class='input'><span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>fit.ff.2.s</span>$<span class='no'>bpar</span>, <span class='fl'>3</span>)</div><div class='output co'>#&gt; Estimate se_notrans t value Pr(&gt;t) Lower Upper
+#&gt; parent_0 84.7916 3.01203 28.15 1.92e-25 78.6704 90.913
+#&gt; k_parent 0.0635 0.00521 12.19 2.91e-14 0.0538 0.075
+#&gt; k_m1 0.0148 0.00182 8.13 8.81e-10 0.0115 0.019
+#&gt; sigma 8.2229 0.94323 8.72 1.73e-10 6.3060 10.140</div></pre>
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