diff options
Diffstat (limited to 'docs')
| -rw-r--r-- | docs/404.html | 2 | ||||
| -rw-r--r-- | docs/articles/index.html | 2 | ||||
| -rw-r--r-- | docs/authors.html | 2 | ||||
| -rw-r--r-- | docs/index.html | 2 | ||||
| -rw-r--r-- | docs/news/index.html | 11 | ||||
| -rw-r--r-- | docs/reference/AIC.mmkin.html | 17 | ||||
| -rw-r--r-- | docs/reference/confint.mkinfit.html | 109 | ||||
| -rw-r--r-- | docs/reference/index.html | 2 | ||||
| -rw-r--r-- | docs/reference/parms.html | 19 | ||||
| -rw-r--r-- | docs/reference/residuals.mkinfit.html | 4 | ||||
| -rw-r--r-- | docs/reference/update.mkinfit-1.png | bin | 0 -> 28678 bytes | |||
| -rw-r--r-- | docs/reference/update.mkinfit-2.png | bin | 0 -> 28541 bytes | |||
| -rw-r--r-- | docs/reference/update.mkinfit.html | 350 | 
13 files changed, 118 insertions, 402 deletions
| diff --git a/docs/404.html b/docs/404.html index f10cadb9..2a71e496 100644 --- a/docs/404.html +++ b/docs/404.html @@ -67,7 +67,7 @@        </button>        <span class="navbar-brand">          <a class="navbar-link" href="https://pkgdown.jrwb.de/mkin/index.html">mkin</a> -        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> diff --git a/docs/articles/index.html b/docs/articles/index.html index 76d7bc69..ac5f5df1 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> diff --git a/docs/authors.html b/docs/authors.html index cb970788..fb50f268 100644 --- a/docs/authors.html +++ b/docs/authors.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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> diff --git a/docs/index.html b/docs/index.html index 5a618e57..231ef39f 100644 --- a/docs/index.html +++ b/docs/index.html @@ -38,7 +38,7 @@        </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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> diff --git a/docs/news/index.html b/docs/news/index.html index 5d1fc00f..baddfc96 100644 --- a/docs/news/index.html +++ b/docs/news/index.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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> @@ -129,6 +129,14 @@      </div> +    <div id="mkin-0-9-49-8-unreleased" class="section level1"> +<h1 class="page-header"> +<a href="#mkin-0-9-49-8-unreleased" class="anchor"></a>mkin 0.9.49.8 (unreleased)<small> Unreleased </small> +</h1> +<ul> +<li>‘confint.mkinfit’: Make the quadratic approximation the default, as the likelihood profiling takes too much time for any with more than three parameters</li> +</ul> +</div>      <div id="mkin-0-9-49-7-2019-11-01" class="section level1">  <h1 class="page-header">  <a href="#mkin-0-9-49-7-2019-11-01" class="anchor"></a>mkin 0.9.49.7 (2019-11-01)<small> Unreleased </small> @@ -735,6 +743,7 @@      <div id="tocnav">        <h2>Contents</h2>        <ul class="nav nav-pills nav-stacked"> +        <li><a href="#mkin-0-9-49-8-unreleased">0.9.49.8</a></li>          <li><a href="#mkin-0-9-49-7-2019-11-01">0.9.49.7</a></li>          <li><a href="#mkin-0-9-49-6-2019-10-31">0.9.49.6</a></li>          <li><a href="#mkin-0-9-49-5-2019-07-04">0.9.49.5</a></li> diff --git a/docs/reference/AIC.mmkin.html b/docs/reference/AIC.mmkin.html index 7ca12302..6b782456 100644 --- a/docs/reference/AIC.mmkin.html +++ b/docs/reference/AIC.mmkin.html @@ -70,7 +70,7 @@ same dataset." />        </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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> @@ -173,7 +173,10 @@ column.</p></td>    <span class='no'>f</span> <span class='kw'><-</span> <span class='fu'><a href='mmkin.html'>mmkin</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"SFO"</span>, <span class='st'>"FOMC"</span>, <span class='st'>"DFOP"</span>),      <span class='fu'><a href='https://rdrr.io/r/base/list.html'>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'>#> <span class='warning'>Warning: Optimisation did not converge:</span> -#> <span class='warning'>false convergence (8)</span></div><div class='input'>  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>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'>#> [1] 55.28197</div><div class='input'> +#> <span class='warning'>false convergence (8)</span></div><div class='input'>  <span class='co'># We get a warning because the FOMC model does not converge for the</span> +  <span class='co'># FOCUS A dataset, as it is well described by SFO</span> + +  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span>(<span class='no'>f</span>[<span class='st'>"SFO"</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'>#> [1] 55.28197</div><div class='input'>  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span>(<span class='no'>f</span><span class='kw'>[[</span><span class='st'>"SFO"</span>, <span class='st'>"FOCUS A"</span>]]) <span class='co'># or when extracting an mkinfit object</span></div><div class='output co'>#> [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://rdrr.io/r/stats/AIC.html'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS A"</span>])</div><div class='output co'>#>      df      AIC @@ -182,12 +185,18 @@ column.</p></td>  #> DFOP  5 59.28197</div><div class='input'>  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>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'>#>      df      AIC  #> SFO   3 49.28197  #> FOMC  4 49.28202 -#> DFOP  5 49.28197</div><div class='input'> +#> DFOP  5 49.28197</div><div class='input'>  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>BIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS A"</span>])        <span class='co'># Comparing the BIC gives a very similar picture</span></div><div class='output co'>#>      df      BIC +#> SFO   3 55.52030 +#> FOMC  4 57.59979 +#> DFOP  5 59.67918</div><div class='input'>    <span class='co'># For FOCUS C, the more complex models fit better</span>    <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS C"</span>])</div><div class='output co'>#>      df      AIC  #> SFO   3 59.29336  #> FOMC  4 44.68652 -#> DFOP  5 29.02372</div><div class='input'>   +#> DFOP  5 29.02372</div><div class='input'>  <span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>BIC</a></span>(<span class='no'>f</span>[, <span class='st'>"FOCUS C"</span>])</div><div class='output co'>#>      df      BIC +#> SFO   3 59.88504 +#> FOMC  4 45.47542 +#> DFOP  5 30.00984</div><div class='input'>    </div></pre>    </div> diff --git a/docs/reference/confint.mkinfit.html b/docs/reference/confint.mkinfit.html index 54696ff5..6015fbf6 100644 --- a/docs/reference/confint.mkinfit.html +++ b/docs/reference/confint.mkinfit.html @@ -36,9 +36,14 @@  <meta property="og:title" content="Confidence intervals for parameters of mkinfit objects — confint.mkinfit" /> -<meta property="og:description" content="The default method 'profile' is based on the profile likelihood for each -parameter. The method uses two nested optimisations. The speed of the method -could likely be improved by using the method of Venzon and Moolgavkar (1988)." /> +<meta property="og:description" content="The default method 'quadratic' is based on the quadratic approximation of +the curvature of the likelihood function at the maximum likelihood parameter +estimates. +The alternative method 'profile' is based on the profile likelihood for each +parameter. The method uses two nested optimisations and can take a very long +time, even if parallelized by specifying 'cores' on unixoid platforms. The +speed of the method could likely be improved by using the method of Venzon +and Moolgavkar (1988)." />  <meta name="twitter:card" content="summary" /> @@ -71,7 +76,7 @@ could likely be improved by using the method of Venzon and Moolgavkar (1988)." /        </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">0.9.49.6</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> @@ -135,14 +140,19 @@ could likely be improved by using the method of Venzon and Moolgavkar (1988)." /      </div>      <div class="ref-description"> -    <p>The default method 'profile' is based on the profile likelihood for each -parameter. The method uses two nested optimisations. The speed of the method -could likely be improved by using the method of Venzon and Moolgavkar (1988).</p> +    <p>The default method 'quadratic' is based on the quadratic approximation of +the curvature of the likelihood function at the maximum likelihood parameter +estimates. +The alternative method 'profile' is based on the profile likelihood for each +parameter. The method uses two nested optimisations and can take a very long +time, even if parallelized by specifying 'cores' on unixoid platforms. The +speed of the method could likely be improved by using the method of Venzon +and Moolgavkar (1988).</p>      </div>      <pre class="usage"><span class='co'># S3 method for mkinfit</span>  <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>object</span>, <span class='no'>parm</span>, <span class='kw'>level</span> <span class='kw'>=</span> <span class='fl'>0.95</span>, <span class='kw'>alpha</span> <span class='kw'>=</span> <span class='fl'>1</span> - -  <span class='no'>level</span>, <span class='no'>cutoff</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"profile"</span>, <span class='st'>"quadratic"</span>), +  <span class='no'>level</span>, <span class='no'>cutoff</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"quadratic"</span>, <span class='st'>"profile"</span>),    <span class='kw'>transformed</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>backtransform</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,    <span class='kw'>cores</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'>detectCores</span>()/<span class='fl'>2</span>), <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='no'>...</span>)</pre> @@ -174,11 +184,11 @@ cutoff value overrides arguments 'level' and 'alpha'</p></td>      </tr>      <tr>        <th>method</th> -      <td><p>The 'profile' method searches the parameter space for the -cutoff of the confidence intervals by means of a likelihood ratio test. -The 'quadratic' method approximates the likelihood function at the -optimised parameters using the second term of the Taylor expansion, using -a second derivative (hessian) contained in the object.</p></td> +      <td><p>The 'quadratic' method approximates the likelihood function at +the optimised parameters using the second term of the Taylor expansion, +using a second derivative (hessian) contained in the object. +The 'profile' method searches the parameter space for the +cutoff of the confidence intervals by means of a likelihood ratio test.</p></td>      </tr>      <tr>        <th>transformed</th> @@ -231,20 +241,27 @@ machines, cores > 1 is not supported.</p></td>  #> parent_0      73.0641834 92.1392181  #> k_parent_sink  0.2170293  0.4235348  #> sigma          3.1307772  8.0628314</div><div class='input'> +<span class='co'># Set the number of cores for the profiling method for further examples</span> +<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/identical.html'>identical</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/Sys.getenv.html'>Sys.getenv</a></span>(<span class='st'>"NOT_CRAN"</span>), <span class='st'>"true"</span>)) { +  <span class='no'>n_cores</span> <span class='kw'><-</span> <span class='kw pkg'>parallel</span><span class='kw ns'>::</span><span class='fu'><a href='https://rdrr.io/r/parallel/detectCores.html'>detectCores</a></span>() - <span class='fl'>1</span> +} <span class='kw'>else</span> { + <span class='no'>n_cores</span> <span class='kw'><-</span> <span class='fl'>1</span> +} +<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/Sys.getenv.html'>Sys.getenv</a></span>(<span class='st'>"TRAVIS"</span>) <span class='kw'>!=</span> <span class='st'>""</span>) <span class='no'>n_cores</span> <span class='kw'>=</span> <span class='fl'>1</span> +<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/Sys.info.html'>Sys.info</a></span>()[<span class='st'>"sysname"</span>] <span class='kw'>==</span> <span class='st'>"Windows"</span>) <span class='no'>n_cores</span> <span class='kw'>=</span> <span class='fl'>1</span> +  <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='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'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)  <span class='no'>SFO_SFO.ff</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='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>, <span class='kw'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)  <span class='no'>f_d_1</span> <span class='kw'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO</span>, <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>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'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) -<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span>(<span class='no'>ci_profile</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>f_d_1</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'>#>        User      System verstrichen  -#>      51.646       0.000      51.673 </div><div class='input'><span class='co'># The following does not save much time, as parent_0 takes up most of the time</span> -<span class='co'># system.time(ci_profile <- confint(f_d_1, cores = 5))</span> -<span class='co'># system.time(ci_profile <- confint(f_d_1,</span> -<span class='co'>#   c("k_parent_sink", "k_parent_m1", "k_m1_sink", "sigma"), cores = 1))</span> -<span class='co'># If we exclude parent_0 (the confidence of which is often of minor interest), we get a nice</span> -<span class='co'># performance improvement from about 30 seconds to about 12 seconds</span> -<span class='co'># system.time(ci_profile_no_parent_0 <- confint(f_d_1, </span> -<span class='co'>#   c("k_parent_sink", "k_parent_m1", "k_m1_sink", "sigma"), cores = 4))</span> -<span class='no'>ci_profile</span></div><div class='output co'>#>                       2.5%        97.5% +<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span>(<span class='no'>ci_profile</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>f_d_1</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='st'>"profile"</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'>#>        User      System verstrichen  +#>      51.297       0.000      51.328 </div><div class='input'><span class='co'># Using more cores does not save much time here, as parent_0 takes up most of the time</span> +<span class='co'># If we additionally exclude parent_0 (the confidence of which is often of</span> +<span class='co'># minor interest), we get a nice performance improvement from about 50</span> +<span class='co'># seconds to about 12 seconds if we use at least four cores</span> +<span class='fu'><a href='https://rdrr.io/r/base/system.time.html'>system.time</a></span>(<span class='no'>ci_profile_no_parent_0</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>f_d_1</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='st'>"profile"</span>, +  <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"k_parent_sink"</span>, <span class='st'>"k_parent_m1"</span>, <span class='st'>"k_m1_sink"</span>, <span class='st'>"sigma"</span>), <span class='kw'>cores</span> <span class='kw'>=</span> <span class='no'>n_cores</span>))</div><div class='output co'>#> <span class='message'>Profiling the likelihood</span></div><div class='output co'>#>        User      System verstrichen  +#>       0.006       0.003      11.435 </div><div class='input'><span class='no'>ci_profile</span></div><div class='output co'>#>                       2.5%        97.5%  #> parent_0      96.456003650 1.027703e+02  #> k_parent_sink  0.040762501 5.549764e-02  #> k_parent_m1    0.046786482 5.500879e-02 @@ -267,29 +284,26 @@ machines, cores > 1 is not supported.</p></td>  <span class='co'># interval based on the untransformed fit for k_m1_sink</span>  <span class='no'>rel_diffs_transformed</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>abs</a></span>((<span class='no'>ci_quadratic_transformed</span> - <span class='no'>ci_profile</span>)/<span class='no'>ci_profile</span>)  <span class='no'>rel_diffs_untransformed</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>abs</a></span>((<span class='no'>ci_quadratic_untransformed</span> - <span class='no'>ci_profile</span>)/<span class='no'>ci_profile</span>) -<span class='no'>rel_diffs_transformed</span></div><div class='output co'>#>                       2.5%        97.5% -#> parent_0      0.0005407854 0.0002218012 -#> k_parent_sink 0.0066452394 0.0083795930 -#> k_parent_m1   0.0001833903 0.0020092090 -#> k_m1_sink     0.0307278240 0.0290580487 -#> sigma         0.0550252516 0.0327066836</div><div class='input'><span class='no'>rel_diffs_untransformed</span></div><div class='output co'>#>                       2.5%        97.5% -#> parent_0      0.0005407854 0.0002218011 -#> k_parent_sink 0.0067996407 0.0025717594 -#> k_parent_m1   0.0037382781 0.0011843074 -#> k_m1_sink     0.0146745610 0.0025299672 -#> sigma         0.0550252516 0.0327066836</div><div class='input'> -<span class='co'># Set the number of cores for further examples</span> -<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/identical.html'>identical</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/Sys.getenv.html'>Sys.getenv</a></span>(<span class='st'>"NOT_CRAN"</span>), <span class='st'>"true"</span>)) { -  <span class='no'>n_cores</span> <span class='kw'><-</span> <span class='kw pkg'>parallel</span><span class='kw ns'>::</span><span class='fu'><a href='https://rdrr.io/r/parallel/detectCores.html'>detectCores</a></span>() - <span class='fl'>1</span> -} <span class='kw'>else</span> { - <span class='no'>n_cores</span> <span class='kw'><-</span> <span class='fl'>1</span> -} -<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/Sys.getenv.html'>Sys.getenv</a></span>(<span class='st'>"TRAVIS"</span>) <span class='kw'>!=</span> <span class='st'>""</span>) <span class='no'>n_cores</span> <span class='kw'>=</span> <span class='fl'>1</span> -<span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/Sys.info.html'>Sys.info</a></span>()[<span class='st'>"sysname"</span>] <span class='kw'>==</span> <span class='st'>"Windows"</span>) <span class='no'>n_cores</span> <span class='kw'>=</span> <span class='fl'>1</span> +<span class='no'>rel_diffs_transformed</span> <span class='kw'><</span> <span class='no'>rel_diffs_untransformed</span></div><div class='output co'>#>                2.5% 97.5% +#> parent_0      FALSE FALSE +#> k_parent_sink  TRUE FALSE +#> k_parent_m1    TRUE FALSE +#> k_m1_sink     FALSE FALSE +#> sigma         FALSE FALSE</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/Round.html'>signif</a></span>(<span class='no'>rel_diffs_transformed</span>, <span class='fl'>3</span>)</div><div class='output co'>#>                   2.5%    97.5% +#> parent_0      0.000541 0.000222 +#> k_parent_sink 0.006650 0.008380 +#> k_parent_m1   0.000183 0.002010 +#> k_m1_sink     0.030700 0.029100 +#> sigma         0.055000 0.032700</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/base/Round.html'>signif</a></span>(<span class='no'>rel_diffs_untransformed</span>, <span class='fl'>3</span>)</div><div class='output co'>#>                   2.5%    97.5% +#> parent_0      0.000541 0.000222 +#> k_parent_sink 0.006800 0.002570 +#> k_parent_m1   0.003740 0.001180 +#> k_m1_sink     0.014700 0.002530 +#> sigma         0.055000 0.032700</div><div class='input'>  <span class='co'># Investigate a case with formation fractions</span>  <span class='no'>f_d_2</span> <span class='kw'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='no'>SFO_SFO.ff</span>, <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>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'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) -<span class='no'>ci_profile_ff</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>f_d_2</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='no'>n_cores</span>)</div><div class='output co'>#> <span class='message'>Profiling the likelihood</span></div><div class='input'><span class='no'>ci_profile_ff</span></div><div class='output co'>#>                        2.5%        97.5% +<span class='no'>ci_profile_ff</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span>(<span class='no'>f_d_2</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='st'>"profile"</span>, <span class='kw'>cores</span> <span class='kw'>=</span> <span class='no'>n_cores</span>)</div><div class='output co'>#> <span class='message'>Profiling the likelihood</span></div><div class='input'><span class='no'>ci_profile_ff</span></div><div class='output co'>#>                        2.5%        97.5%  #> parent_0       96.456003650 1.027703e+02  #> k_parent        0.090911032 1.071578e-01  #> k_m1            0.003892605 6.702778e-03 @@ -310,9 +324,14 @@ machines, cores > 1 is not supported.</p></td>  <span class='no'>rel_diffs_untransformed_ff</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>abs</a></span>((<span class='no'>ci_quadratic_untransformed_ff</span> - <span class='no'>ci_profile_ff</span>)/<span class='no'>ci_profile_ff</span>)  <span class='co'># While the confidence interval for the parent rate constant is closer to</span>  <span class='co'># the profile based interval when using the internal parameter</span> -<span class='co'># transformation, the intervals for the other parameters are 'better</span> +<span class='co'># transformation, the interval for the metabolite rate constant is 'better</span>  <span class='co'># without internal parameter transformation.</span> -<span class='no'>rel_diffs_transformed_ff</span></div><div class='output co'>#>                        2.5%        97.5% +<span class='no'>rel_diffs_transformed_ff</span> <span class='kw'><</span> <span class='no'>rel_diffs_untransformed_ff</span></div><div class='output co'>#>                 2.5% 97.5% +#> parent_0        TRUE  TRUE +#> k_parent        TRUE  TRUE +#> k_m1           FALSE FALSE +#> f_parent_to_m1  TRUE FALSE +#> sigma          FALSE  TRUE</div><div class='input'><span class='no'>rel_diffs_transformed_ff</span></div><div class='output co'>#>                        2.5%        97.5%  #> parent_0       0.0005408012 0.0002217857  #> k_parent       0.0009596303 0.0009003981  #> k_m1           0.0307277425 0.0290579163 diff --git a/docs/reference/index.html b/docs/reference/index.html index 4279f6de..1c9975e0 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.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">0.9.49.7</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> diff --git a/docs/reference/parms.html b/docs/reference/parms.html index 8ab26240..e3c52c53 100644 --- a/docs/reference/parms.html +++ b/docs/reference/parms.html @@ -71,7 +71,7 @@ considering the error structure that was assumed for the 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">0.9.49.6</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> @@ -167,12 +167,29 @@ as used internally during the optimisation?</p></td>      <p>A numeric vector of fitted model parameters</p> +    <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> +    <pre class="examples"><div class='input'><span class='no'>fit</span> <span class='kw'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"SFO"</span>, <span class='no'>FOCUS_2006_C</span>)</div><div class='output co'>#> <span class='message'>Ordinary least squares optimisation</span></div><div class='output co'>#> Sum of squared residuals at call 1: 2388.077 +#> Sum of squared residuals at call 3: 2388.077 +#> Sum of squared residuals at call 4: 247.1962 +#> Sum of squared residuals at call 7: 200.6791 +#> Sum of squared residuals at call 10: 197.7231 +#> Sum of squared residuals at call 11: 197.0872 +#> Sum of squared residuals at call 14: 196.535 +#> Sum of squared residuals at call 15: 196.535 +#> Sum of squared residuals at call 16: 196.535 +#> Sum of squared residuals at call 17: 196.5334 +#> Sum of squared residuals at call 20: 196.5334 +#> Sum of squared residuals at call 25: 196.5334 +#> Negative log-likelihood at call 31: 26.64668</div><div class='output co'>#> <span class='message'>Optimisation successfully terminated.</span></div><div class='input'><span class='fu'>parms</span>(<span class='no'>fit</span>)</div><div class='output co'>#>      parent_0 k_parent_sink         sigma  +#>    82.4921598     0.3060633     4.6730124 </div><div class='input'><span class='fu'>parms</span>(<span class='no'>fit</span>, <span class='kw'>transformed</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div><div class='output co'>#>          parent_0 log_k_parent_sink             sigma  +#>         82.492160         -1.183963          4.673012 </div></pre>    </div>    <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">      <h2>Contents</h2>      <ul class="nav nav-pills nav-stacked">        <li><a href="#arguments">Arguments</a></li>        <li><a href="#value">Value</a></li> +      <li><a href="#examples">Examples</a></li>      </ul>    </div> diff --git a/docs/reference/residuals.mkinfit.html b/docs/reference/residuals.mkinfit.html index 7dd25012..96b02908 100644 --- a/docs/reference/residuals.mkinfit.html +++ b/docs/reference/residuals.mkinfit.html @@ -69,7 +69,7 @@        </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">0.9.49.6</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.7</span>        </span>      </div> @@ -144,7 +144,7 @@      <colgroup><col class="name" /><col class="desc" /></colgroup>      <tr>        <th>object</th> -      <td><p>An <code><a href='mkinfit.html'>mkinfit</a></code> object</p></td> +      <td><p>A <code><a href='mkinfit.html'>mkinfit</a></code> object</p></td>      </tr>      <tr>        <th>standardized</th> diff --git a/docs/reference/update.mkinfit-1.png b/docs/reference/update.mkinfit-1.pngBinary files differ new file mode 100644 index 00000000..4cbefa56 --- /dev/null +++ b/docs/reference/update.mkinfit-1.png diff --git a/docs/reference/update.mkinfit-2.png b/docs/reference/update.mkinfit-2.pngBinary files differ new file mode 100644 index 00000000..f432f6f8 --- /dev/null +++ b/docs/reference/update.mkinfit-2.png diff --git a/docs/reference/update.mkinfit.html b/docs/reference/update.mkinfit.html index b9f6f9a9..bb93a61e 100644 --- a/docs/reference/update.mkinfit.html +++ b/docs/reference/update.mkinfit.html @@ -72,7 +72,7 @@ override these starting values." />        </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">0.9.49.6</span> +        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.9.49.8</span>        </span>      </div> @@ -167,349 +167,11 @@ remove arguments given in the original call</p></td>      <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>      <pre class="examples"><div class='input'><span class='co'># \dontrun{</span> -<span class='no'>fit</span> <span class='kw'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"DFOP"</span>, <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>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'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) -<span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span>(<span class='no'>fit</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"tc"</span>)</div><div class='output co'>#> $par -#>     parent_0       log_k1       log_k2        g_ilr    sigma_low     rsd_high  -#> 100.85489822   8.84468217  -2.29693632 -14.95263998   0.00375222   0.06763435  -#>  -#> $objective -#> [1] 19.40656 -#>  -#> $convergence -#> [1] 0 -#>  -#> $iterations -#> [1] 120 -#>  -#> $evaluations -#> function gradient  -#>      144      847  -#>  -#> $message -#> [1] "relative convergence (4)" -#>  -#> $logLik -#> [1] -19.40656 -#>  -#> $d_3_message -#>                                                            threestep  -#> "Three-step fitting yielded a higher likelihood than direct fitting"  -#>  -#> $hessian -#>                parent_0        log_k1        log_k2         g_ilr     sigma_low -#> parent_0   3.662473e-01 -2.914408e-16 -7.241561e+01 -3.021629e-08  1.923504e+01 -#> log_k1    -2.914408e-16  0.000000e+00 -2.215935e-13 -7.291307e-25  3.416474e-15 -#> log_k2    -7.241561e+01 -2.215935e-13  3.127457e+04  6.766544e-06 -1.495826e+04 -#> g_ilr     -3.021629e-08 -7.291307e-25  6.766544e-06  3.122099e-09 -1.797429e-06 -#> sigma_low  1.923504e+01  3.416474e-15 -1.495826e+04 -1.797429e-06  7.759299e+04 -#> rsd_high   3.902119e+00 -1.801019e-16 -1.685343e+02 -3.750713e-07  3.984179e+03 -#>                rsd_high -#> parent_0   3.902119e+00 -#> log_k1    -1.801019e-16 -#> log_k2    -1.685343e+02 -#> g_ilr     -3.750713e-07 -#> sigma_low  3.984179e+03 -#> rsd_high   7.188991e+03 -#>  -#> $hessian_notrans -#>                parent_0            k1            k2             g     sigma_low -#> parent_0   3.662473e-01 -3.714445e-19 -7.201669e+02 -3.261485e+01  1.923504e+01 -#> k1        -3.714445e-19  0.000000e+00 -4.258512e-15  7.218123e-21  4.355854e-18 -#> k2        -7.201669e+02 -4.258512e-15  3.092510e+06  7.263235e+04 -1.456870e+05 -#> g         -3.261485e+01  7.218123e-21  7.263235e+04  3.291750e+03 -1.939948e+03 -#> sigma_low  1.923504e+01  4.355854e-18 -1.456870e+05 -1.939948e+03  7.759299e+04 -#> rsd_high   3.902119e+00 -2.259812e-19 -1.779680e+03 -4.048658e+02  3.984179e+03 -#>                rsd_high -#> parent_0   3.902119e+00 -#> k1        -2.259812e-19 -#> k2        -1.779680e+03 -#> g         -4.048658e+02 -#> sigma_low  3.984179e+03 -#> rsd_high   7.188991e+03 -#>  -#> $call -#> mkinfit(mkinmod = "DFOP", observed = subset(FOCUS_2006_D, value !=  -#>     0), parms.ini = c(k1 = 0.699298911979803, k2 = 0.0899931270871125,  -#> g = 0.0923391681138686), state.ini = c(parent = 101.948852047129),  -#>     quiet = TRUE, error_model = "tc") -#>  -#> $error_model_algorithm -#> [1] "d_3" -#>  -#> $solution_type -#> [1] "analytical" -#>  -#> $transform_rates -#> [1] TRUE -#>  -#> $transform_fractions -#> [1] TRUE -#>  -#> $reweight.tol -#> [1] 1e-08 -#>  -#> $reweight.max.iter -#> [1] 10 -#>  -#> $control -#> $control$eval.max -#> [1] 300 -#>  -#> $control$iter.max -#> [1] 200 -#>  -#>  -#> $calls -#> [1] 3105 -#>  -#> $time -#>        User      System verstrichen  -#>      10.251       0.000      10.257  -#>  -#> $mkinmod -#> <mkinmod> model generated with -#> Use of formation fractions $use_of_ff: min  -#> Specification $spec: -#> $parent -#> $type: DFOP; $sink: TRUE -#> Differential equations: -#> d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * -#>            time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time))) -#>            * parent -#>  -#> $observed -#>      name time  value -#> 1  parent    0  99.46 -#> 2  parent    0 102.04 -#> 3  parent    1  93.50 -#> 4  parent    1  92.50 -#> 5  parent    3  63.23 -#> 6  parent    3  68.99 -#> 7  parent    7  52.32 -#> 8  parent    7  55.13 -#> 9  parent   14  27.27 -#> 10 parent   14  26.64 -#> 11 parent   21  11.50 -#> 12 parent   21  11.64 -#> 13 parent   35   2.85 -#> 14 parent   35   2.91 -#> 15 parent   50   0.69 -#> 16 parent   50   0.63 -#> 17 parent   75   0.05 -#> 18 parent   75   0.06 -#>  -#> $obs_vars -#> [1] "parent" -#>  -#> $predicted -#>       name       time        value -#> 1   parent  0.0000000 100.85489822 -#> 2   parent  0.7575758  93.45650191 -#> 3   parent  1.0000000  91.20560523 -#> 4   parent  1.5151515  86.60082860 -#> 5   parent  2.2727273  80.24806580 -#> 6   parent  3.0000000  74.58828105 -#> 7   parent  3.0303030  74.36132158 -#> 8   parent  3.7878788  68.90641029 -#> 9   parent  4.5454545  63.85165403 -#> 10  parent  5.3030303  59.16769870 -#> 11  parent  6.0606061  54.82734352 -#> 12  parent  6.8181818  50.80538306 -#> 13  parent  7.0000000  49.88485755 -#> 14  parent  7.5757576  47.07846089 -#> 15  parent  8.3333333  43.62493394 -#> 16  parent  9.0909091  40.42474681 -#> 17  parent  9.8484848  37.45931528 -#> 18  parent 10.6060606  34.71141842 -#> 19  parent 11.3636364  32.16509858 -#> 20  parent 12.1212121  29.80556871 -#> 21  parent 12.8787879  27.61912649 -#> 22  parent 13.6363636  25.59307475 -#> 23  parent 14.0000000  24.67405211 -#> 24  parent 14.3939394  23.71564776 -#> 25  parent 15.1515152  21.97594287 -#> 26  parent 15.9090909  20.36385722 -#> 27  parent 16.6666667  18.87002909 -#> 28  parent 17.4242424  17.48578345 -#> 29  parent 18.1818182  16.20308170 -#> 30  parent 18.9393939  15.01447489 -#> 31  parent 19.6969697  13.91306051 -#> 32  parent 20.4545455  12.89244241 -#> 33  parent 21.0000000  12.20428157 -#> 34  parent 21.2121212  11.94669362 -#> 35  parent 21.9696970  11.07032198 -#> 36  parent 22.7272727  10.25823818 -#> 37  parent 23.4848485   9.50572628 -#> 38  parent 24.2424242   8.80841627 -#> 39  parent 25.0000000   8.16225872 -#> 40  parent 25.7575758   7.56350125 -#> 41  parent 26.5151515   7.00866672 -#> 42  parent 27.2727273   6.49453311 -#> 43  parent 28.0303030   6.01811471 -#> 44  parent 28.7878788   5.57664485 -#> 45  parent 29.5454545   5.16755983 -#> 46  parent 30.3030303   4.78848399 -#> 47  parent 31.0606061   4.43721595 -#> 48  parent 31.8181818   4.11171583 -#> 49  parent 32.5757576   3.81009336 -#> 50  parent 33.3333333   3.53059697 -#> 51  parent 34.0909091   3.27160354 -#> 52  parent 34.8484848   3.03160906 -#> 53  parent 35.0000000   2.98576554 -#> 54  parent 35.6060606   2.80921981 -#> 55  parent 36.3636364   2.60314433 -#> 56  parent 37.1212121   2.41218590 -#> 57  parent 37.8787879   2.23523557 -#> 58  parent 38.6363636   2.07126576 -#> 59  parent 39.3939394   1.91932426 -#> 60  parent 40.1515152   1.77852870 -#> 61  parent 40.9090909   1.64806147 -#> 62  parent 41.6666667   1.52716489 -#> 63  parent 42.4242424   1.41513691 -#> 64  parent 43.1818182   1.31132694 -#> 65  parent 43.9393939   1.21513214 -#> 66  parent 44.6969697   1.12599389 -#> 67  parent 45.4545455   1.04339454 -#> 68  parent 46.2121212   0.96685442 -#> 69  parent 46.9696970   0.89592904 -#> 70  parent 47.7272727   0.83020652 -#> 71  parent 48.4848485   0.76930520 -#> 72  parent 49.2424242   0.71287140 -#> 73  parent 50.0000000   0.66057741 -#> 74  parent 50.7575758   0.61211954 -#> 75  parent 51.5151515   0.56721639 -#> 76  parent 52.2727273   0.52560719 -#> 77  parent 53.0303030   0.48705031 -#> 78  parent 53.7878788   0.45132184 -#> 79  parent 54.5454545   0.41821430 -#> 80  parent 55.3030303   0.38753542 -#> 81  parent 56.0606061   0.35910705 -#> 82  parent 56.8181818   0.33276409 -#> 83  parent 57.5757576   0.30835357 -#> 84  parent 58.3333333   0.28573373 -#> 85  parent 59.0909091   0.26477320 -#> 86  parent 59.8484848   0.24535028 -#> 87  parent 60.6060606   0.22735216 -#> 88  parent 61.3636364   0.21067432 -#> 89  parent 62.1212121   0.19521992 -#> 90  parent 62.8787879   0.18089921 -#> 91  parent 63.6363636   0.16762901 -#> 92  parent 64.3939394   0.15533228 -#> 93  parent 65.1515152   0.14393759 -#> 94  parent 65.9090909   0.13337879 -#> 95  parent 66.6666667   0.12359454 -#> 96  parent 67.4242424   0.11452804 -#> 97  parent 68.1818182   0.10612662 -#> 98  parent 68.9393939   0.09834151 -#> 99  parent 69.6969697   0.09112749 -#> 100 parent 70.4545455   0.08444266 -#> 101 parent 71.2121212   0.07824822 -#> 102 parent 71.9696970   0.07250818 -#> 103 parent 72.7272727   0.06718920 -#> 104 parent 73.4848485   0.06226042 -#> 105 parent 74.2424242   0.05769319 -#> 106 parent 75.0000000   0.05346100 -#>  -#> $rss -#> function (P)  -#> cost_function(P, OLS = TRUE, update_data = FALSE) -#> <bytecode: 0x555558e48258> -#> <environment: 0x55555caa08e0> -#>  -#> $ll -#> function (P, fixed_degparms = FALSE, fixed_errparms = FALSE)  -#> { -#>     -cost_function(P, trans = FALSE, fixed_degparms = fixed_degparms,  -#>         fixed_errparms = fixed_errparms, OLS = FALSE, update_data = FALSE) -#> } -#> <bytecode: 0x555558e47e30> -#> <environment: 0x55555caa08e0> -#>  -#> $start -#>                  value   type -#> parent_0  101.94885205  state -#> k1          0.69929891 deparm -#> k2          0.08999313 deparm -#> g           0.09233917 deparm -#> sigma_low   0.10000000  error -#> rsd_high    0.10000000  error -#>  -#> $start_transformed -#>                value lower upper -#> parent_0  101.948852  -Inf   Inf -#> log_k1     -0.357677  -Inf   Inf -#> log_k2     -2.408022  -Inf   Inf -#> g_ilr      -1.616024  -Inf   Inf -#> sigma_low   0.100000     0   Inf -#> rsd_high    0.100000     0   Inf -#>  -#> $fixed -#> [1] value type  -#> <0 Zeilen> (oder row.names mit Länge 0) -#>  -#> $data -#>    time variable observed   predicted     residual -#> 1     0   parent    99.46 100.8548982  -1.39489822 -#> 2     0   parent   102.04 100.8548982   1.18510178 -#> 3     1   parent    93.50  91.2056052   2.29439477 -#> 4     1   parent    92.50  91.2056052   1.29439477 -#> 5     3   parent    63.23  74.5882810 -11.35828105 -#> 6     3   parent    68.99  74.5882810  -5.59828105 -#> 7     7   parent    52.32  49.8848576   2.43514245 -#> 8     7   parent    55.13  49.8848576   5.24514245 -#> 9    14   parent    27.27  24.6740521   2.59594789 -#> 10   14   parent    26.64  24.6740521   1.96594789 -#> 11   21   parent    11.50  12.2042816  -0.70428157 -#> 12   21   parent    11.64  12.2042816  -0.56428157 -#> 13   35   parent     2.85   2.9857655  -0.13576554 -#> 14   35   parent     2.91   2.9857655  -0.07576554 -#> 15   50   parent     0.69   0.6605774   0.02942259 -#> 16   50   parent     0.63   0.6605774  -0.03057741 -#> 17   75   parent     0.05   0.0534610  -0.00346100 -#> 18   75   parent     0.06   0.0534610   0.00653900 -#>  -#> $atol -#> [1] 1e-08 -#>  -#> $rtol -#> [1] 1e-10 -#>  -#> $err_mod -#> [1] "tc" -#>  -#> $bparms.optim -#>     parent_0           k1           k2            g  -#> 1.008549e+02 6.937399e+03 1.005665e-01 6.551046e-10  -#>  -#> $bparms.fixed -#> numeric(0) -#>  -#> $bparms.ode -#>           k1           k2            g  -#> 6.937399e+03 1.005665e-01 6.551046e-10  -#>  -#> $bparms.state -#>   parent  -#> 100.8549  -#>  -#> $errparms -#>  sigma_low   rsd_high  -#> 0.00375222 0.06763435  -#>  -#> $df.residual -#> [1] 12 -#>  -#> $date -#> [1] "Fri Nov  1 10:10:42 2019" -#>  -#> $version -#> [1] "0.9.49.6" -#>  -#> $Rversion -#> [1] "3.6.1" -#>  -#> attr(,"class") -#> [1] "mkinfit" "modFit" </div><div class='input'># } +<span class='no'>fit</span> <span class='kw'><-</span> <span class='fu'><a href='mkinfit.html'>mkinfit</a></span>(<span class='st'>"SFO"</span>, <span class='fu'><a href='https://rdrr.io/r/base/subset.html'>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'>quiet</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>) +<span class='fu'><a href='parms.html'>parms</a></span>(<span class='no'>fit</span>)</div><div class='output co'>#>      parent_0 k_parent_sink         sigma  +#>   99.44423886    0.09793574    3.39632469 </div><div class='input'><span class='fu'><a href='plot.mkinfit.html'>plot_err</a></span>(<span class='no'>fit</span>)</div><div class='img'><img src='update.mkinfit-1.png' alt='' width='700' height='433' /></div><div class='input'><span class='no'>fit_2</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span>(<span class='no'>fit</span>, <span class='kw'>error_model</span> <span class='kw'>=</span> <span class='st'>"tc"</span>) +<span class='fu'><a href='parms.html'>parms</a></span>(<span class='no'>fit_2</span>)</div><div class='output co'>#>      parent_0 k_parent_sink     sigma_low      rsd_high  +#>  1.008549e+02  1.005665e-01  3.752222e-03  6.763434e-02 </div><div class='input'><span class='fu'><a href='plot.mkinfit.html'>plot_err</a></span>(<span class='no'>fit_2</span>)</div><div class='img'><img src='update.mkinfit-2.png' alt='' width='700' height='433' /></div><div class='input'># }  </div></pre>    </div>    <div class="col-md-3 hidden-xs hidden-sm" id="sidebar"> | 
