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authorJohannes Ranke <jranke@uni-bremen.de>2019-10-31 01:55:01 +0100
committerJohannes Ranke <jranke@uni-bremen.de>2019-10-31 01:59:05 +0100
commit7091d3738e7e55acb20edb88772b228f6f5b6c98 (patch)
treeb6e31700074605c702662e5238162c57de330453 /docs/reference/update.mkinfit.html
parent5e4ea59a41e00b05ea6664c08c7922e892e8ab77 (diff)
Add likelihood ratio test and other methods, fixes
The likelihood ratio test method is lrtest, in addition, methods for update and residuals were added.
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+<meta property="og:title" content="Update an mkinfit model with different arguments — update.mkinfit" />
+<meta property="og:description" content="This function will return an updated mkinfit object. The fitted degradation
+model parameters from the old fit are used as starting values for the
+updated fit. Values specified as 'parms.ini' and/or 'state.ini' will
+override these starting values." />
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+ <div class="page-header">
+ <h1>Update an mkinfit model with different arguments</h1>
+
+ <div class="hidden name"><code>update.mkinfit.Rd</code></div>
+ </div>
+
+ <div class="ref-description">
+ <p>This function will return an updated mkinfit object. The fitted degradation
+model parameters from the old fit are used as starting values for the
+updated fit. Values specified as 'parms.ini' and/or 'state.ini' will
+override these starting values.</p>
+ </div>
+
+ <pre class="usage"><span class='co'># S3 method for mkinfit</span>
+<span class='fu'><a href='https://rdrr.io/r/stats/update.html'>update</a></span>(<span class='no'>object</span>, <span class='no'>...</span>, <span class='kw'>evaluate</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
+
+ <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
+ <table class="ref-arguments">
+ <colgroup><col class="name" /><col class="desc" /></colgroup>
+ <tr>
+ <th>object</th>
+ <td><p>An mkinfit object to be updated</p></td>
+ </tr>
+ <tr>
+ <th>...</th>
+ <td><p>Arguments to <code><a href='mkinfit.html'>mkinfit</a></code> that should replace
+the arguments from the original call. Arguments set to NULL will
+remove arguments given in the original call</p></td>
+ </tr>
+ <tr>
+ <th>evaluate</th>
+ <td><p>Should the call be evaluated or returned as a call</p></td>
+ </tr>
+ </table>
+
+
+ <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'>&lt;-</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'>#&gt; $par
+#&gt; parent_0 log_k1 log_k2 g_ilr sigma_low rsd_high
+#&gt; 100.85489822 8.84468217 -2.29693632 -14.95263998 0.00375222 0.06763435
+#&gt;
+#&gt; $objective
+#&gt; [1] 19.40656
+#&gt;
+#&gt; $convergence
+#&gt; [1] 0
+#&gt;
+#&gt; $iterations
+#&gt; [1] 120
+#&gt;
+#&gt; $evaluations
+#&gt; function gradient
+#&gt; 144 847
+#&gt;
+#&gt; $message
+#&gt; [1] "relative convergence (4)"
+#&gt;
+#&gt; $logLik
+#&gt; [1] -19.40656
+#&gt;
+#&gt; $d_3_message
+#&gt; threestep
+#&gt; "Three-step fitting yielded a higher likelihood than direct fitting"
+#&gt;
+#&gt; $hessian
+#&gt; parent_0 log_k1 log_k2 g_ilr sigma_low
+#&gt; parent_0 3.662473e-01 -2.914408e-16 -7.241561e+01 -3.021629e-08 1.923504e+01
+#&gt; log_k1 -2.914408e-16 0.000000e+00 -2.215935e-13 -7.291307e-25 3.416474e-15
+#&gt; log_k2 -7.241561e+01 -2.215935e-13 3.127457e+04 6.766544e-06 -1.495826e+04
+#&gt; g_ilr -3.021629e-08 -7.291307e-25 6.766544e-06 3.122099e-09 -1.797429e-06
+#&gt; sigma_low 1.923504e+01 3.416474e-15 -1.495826e+04 -1.797429e-06 7.759299e+04
+#&gt; rsd_high 3.902119e+00 -1.801019e-16 -1.685343e+02 -3.750713e-07 3.984179e+03
+#&gt; rsd_high
+#&gt; parent_0 3.902119e+00
+#&gt; log_k1 -1.801019e-16
+#&gt; log_k2 -1.685343e+02
+#&gt; g_ilr -3.750713e-07
+#&gt; sigma_low 3.984179e+03
+#&gt; rsd_high 7.188991e+03
+#&gt;
+#&gt; $hessian_notrans
+#&gt; parent_0 k1 k2 g sigma_low
+#&gt; parent_0 3.662473e-01 -3.714445e-19 -7.201669e+02 -3.261485e+01 1.923504e+01
+#&gt; k1 -3.714445e-19 0.000000e+00 -4.258512e-15 7.218123e-21 4.355854e-18
+#&gt; k2 -7.201669e+02 -4.258512e-15 3.092510e+06 7.263235e+04 -1.456870e+05
+#&gt; g -3.261485e+01 7.218123e-21 7.263235e+04 3.291750e+03 -1.939948e+03
+#&gt; sigma_low 1.923504e+01 4.355854e-18 -1.456870e+05 -1.939948e+03 7.759299e+04
+#&gt; rsd_high 3.902119e+00 -2.259812e-19 -1.779680e+03 -4.048658e+02 3.984179e+03
+#&gt; rsd_high
+#&gt; parent_0 3.902119e+00
+#&gt; k1 -2.259812e-19
+#&gt; k2 -1.779680e+03
+#&gt; g -4.048658e+02
+#&gt; sigma_low 3.984179e+03
+#&gt; rsd_high 7.188991e+03
+#&gt;
+#&gt; $call
+#&gt; mkinfit(mkinmod = "DFOP", observed = subset(FOCUS_2006_D, value !=
+#&gt; 0), parms.ini = c(k1 = 0.699298911979803, k2 = 0.0899931270871125,
+#&gt; g = 0.0923391681138686), state.ini = c(parent = 101.948852047129),
+#&gt; quiet = TRUE, error_model = "tc")
+#&gt;
+#&gt; $error_model_algorithm
+#&gt; [1] "d_3"
+#&gt;
+#&gt; $solution_type
+#&gt; [1] "analytical"
+#&gt;
+#&gt; $transform_rates
+#&gt; [1] TRUE
+#&gt;
+#&gt; $transform_fractions
+#&gt; [1] TRUE
+#&gt;
+#&gt; $reweight.tol
+#&gt; [1] 1e-08
+#&gt;
+#&gt; $reweight.max.iter
+#&gt; [1] 10
+#&gt;
+#&gt; $control
+#&gt; $control$eval.max
+#&gt; [1] 300
+#&gt;
+#&gt; $control$iter.max
+#&gt; [1] 200
+#&gt;
+#&gt;
+#&gt; $calls
+#&gt; [1] 3105
+#&gt;
+#&gt; $time
+#&gt; User System verstrichen
+#&gt; 10.314 0.000 10.320
+#&gt;
+#&gt; $mkinmod
+#&gt; &lt;mkinmod&gt; model generated with
+#&gt; Use of formation fractions $use_of_ff: min
+#&gt; Specification $spec:
+#&gt; $parent
+#&gt; $type: DFOP; $sink: TRUE
+#&gt; Differential equations:
+#&gt; d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *
+#&gt; time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time)))
+#&gt; * parent
+#&gt;
+#&gt; $observed
+#&gt; name time value
+#&gt; 1 parent 0 99.46
+#&gt; 2 parent 0 102.04
+#&gt; 3 parent 1 93.50
+#&gt; 4 parent 1 92.50
+#&gt; 5 parent 3 63.23
+#&gt; 6 parent 3 68.99
+#&gt; 7 parent 7 52.32
+#&gt; 8 parent 7 55.13
+#&gt; 9 parent 14 27.27
+#&gt; 10 parent 14 26.64
+#&gt; 11 parent 21 11.50
+#&gt; 12 parent 21 11.64
+#&gt; 13 parent 35 2.85
+#&gt; 14 parent 35 2.91
+#&gt; 15 parent 50 0.69
+#&gt; 16 parent 50 0.63
+#&gt; 17 parent 75 0.05
+#&gt; 18 parent 75 0.06
+#&gt;
+#&gt; $obs_vars
+#&gt; [1] "parent"
+#&gt;
+#&gt; $predicted
+#&gt; name time value
+#&gt; 1 parent 0.0000000 100.85489822
+#&gt; 2 parent 0.7575758 93.45650191
+#&gt; 3 parent 1.0000000 91.20560523
+#&gt; 4 parent 1.5151515 86.60082860
+#&gt; 5 parent 2.2727273 80.24806580
+#&gt; 6 parent 3.0000000 74.58828105
+#&gt; 7 parent 3.0303030 74.36132158
+#&gt; 8 parent 3.7878788 68.90641029
+#&gt; 9 parent 4.5454545 63.85165403
+#&gt; 10 parent 5.3030303 59.16769870
+#&gt; 11 parent 6.0606061 54.82734352
+#&gt; 12 parent 6.8181818 50.80538306
+#&gt; 13 parent 7.0000000 49.88485755
+#&gt; 14 parent 7.5757576 47.07846089
+#&gt; 15 parent 8.3333333 43.62493394
+#&gt; 16 parent 9.0909091 40.42474681
+#&gt; 17 parent 9.8484848 37.45931528
+#&gt; 18 parent 10.6060606 34.71141842
+#&gt; 19 parent 11.3636364 32.16509858
+#&gt; 20 parent 12.1212121 29.80556871
+#&gt; 21 parent 12.8787879 27.61912649
+#&gt; 22 parent 13.6363636 25.59307475
+#&gt; 23 parent 14.0000000 24.67405211
+#&gt; 24 parent 14.3939394 23.71564776
+#&gt; 25 parent 15.1515152 21.97594287
+#&gt; 26 parent 15.9090909 20.36385722
+#&gt; 27 parent 16.6666667 18.87002909
+#&gt; 28 parent 17.4242424 17.48578345
+#&gt; 29 parent 18.1818182 16.20308170
+#&gt; 30 parent 18.9393939 15.01447489
+#&gt; 31 parent 19.6969697 13.91306051
+#&gt; 32 parent 20.4545455 12.89244241
+#&gt; 33 parent 21.0000000 12.20428157
+#&gt; 34 parent 21.2121212 11.94669362
+#&gt; 35 parent 21.9696970 11.07032198
+#&gt; 36 parent 22.7272727 10.25823818
+#&gt; 37 parent 23.4848485 9.50572628
+#&gt; 38 parent 24.2424242 8.80841627
+#&gt; 39 parent 25.0000000 8.16225872
+#&gt; 40 parent 25.7575758 7.56350125
+#&gt; 41 parent 26.5151515 7.00866672
+#&gt; 42 parent 27.2727273 6.49453311
+#&gt; 43 parent 28.0303030 6.01811471
+#&gt; 44 parent 28.7878788 5.57664485
+#&gt; 45 parent 29.5454545 5.16755983
+#&gt; 46 parent 30.3030303 4.78848399
+#&gt; 47 parent 31.0606061 4.43721595
+#&gt; 48 parent 31.8181818 4.11171583
+#&gt; 49 parent 32.5757576 3.81009336
+#&gt; 50 parent 33.3333333 3.53059697
+#&gt; 51 parent 34.0909091 3.27160354
+#&gt; 52 parent 34.8484848 3.03160906
+#&gt; 53 parent 35.0000000 2.98576554
+#&gt; 54 parent 35.6060606 2.80921981
+#&gt; 55 parent 36.3636364 2.60314433
+#&gt; 56 parent 37.1212121 2.41218590
+#&gt; 57 parent 37.8787879 2.23523557
+#&gt; 58 parent 38.6363636 2.07126576
+#&gt; 59 parent 39.3939394 1.91932426
+#&gt; 60 parent 40.1515152 1.77852870
+#&gt; 61 parent 40.9090909 1.64806147
+#&gt; 62 parent 41.6666667 1.52716489
+#&gt; 63 parent 42.4242424 1.41513691
+#&gt; 64 parent 43.1818182 1.31132694
+#&gt; 65 parent 43.9393939 1.21513214
+#&gt; 66 parent 44.6969697 1.12599389
+#&gt; 67 parent 45.4545455 1.04339454
+#&gt; 68 parent 46.2121212 0.96685442
+#&gt; 69 parent 46.9696970 0.89592904
+#&gt; 70 parent 47.7272727 0.83020652
+#&gt; 71 parent 48.4848485 0.76930520
+#&gt; 72 parent 49.2424242 0.71287140
+#&gt; 73 parent 50.0000000 0.66057741
+#&gt; 74 parent 50.7575758 0.61211954
+#&gt; 75 parent 51.5151515 0.56721639
+#&gt; 76 parent 52.2727273 0.52560719
+#&gt; 77 parent 53.0303030 0.48705031
+#&gt; 78 parent 53.7878788 0.45132184
+#&gt; 79 parent 54.5454545 0.41821430
+#&gt; 80 parent 55.3030303 0.38753542
+#&gt; 81 parent 56.0606061 0.35910705
+#&gt; 82 parent 56.8181818 0.33276409
+#&gt; 83 parent 57.5757576 0.30835357
+#&gt; 84 parent 58.3333333 0.28573373
+#&gt; 85 parent 59.0909091 0.26477320
+#&gt; 86 parent 59.8484848 0.24535028
+#&gt; 87 parent 60.6060606 0.22735216
+#&gt; 88 parent 61.3636364 0.21067432
+#&gt; 89 parent 62.1212121 0.19521992
+#&gt; 90 parent 62.8787879 0.18089921
+#&gt; 91 parent 63.6363636 0.16762901
+#&gt; 92 parent 64.3939394 0.15533228
+#&gt; 93 parent 65.1515152 0.14393759
+#&gt; 94 parent 65.9090909 0.13337879
+#&gt; 95 parent 66.6666667 0.12359454
+#&gt; 96 parent 67.4242424 0.11452804
+#&gt; 97 parent 68.1818182 0.10612662
+#&gt; 98 parent 68.9393939 0.09834151
+#&gt; 99 parent 69.6969697 0.09112749
+#&gt; 100 parent 70.4545455 0.08444266
+#&gt; 101 parent 71.2121212 0.07824822
+#&gt; 102 parent 71.9696970 0.07250818
+#&gt; 103 parent 72.7272727 0.06718920
+#&gt; 104 parent 73.4848485 0.06226042
+#&gt; 105 parent 74.2424242 0.05769319
+#&gt; 106 parent 75.0000000 0.05346100
+#&gt;
+#&gt; $rss
+#&gt; function (P)
+#&gt; cost_function(P, OLS = TRUE, update_data = FALSE)
+#&gt; &lt;bytecode: 0x555557c557c8&gt;
+#&gt; &lt;environment: 0x55555bb0e330&gt;
+#&gt;
+#&gt; $ll
+#&gt; function (P, fixed_degparms = FALSE, fixed_errparms = FALSE)
+#&gt; {
+#&gt; -cost_function(P, trans = FALSE, fixed_degparms = fixed_degparms,
+#&gt; fixed_errparms = fixed_errparms, OLS = FALSE, update_data = FALSE)
+#&gt; }
+#&gt; &lt;bytecode: 0x555557c55bf0&gt;
+#&gt; &lt;environment: 0x55555bb0e330&gt;
+#&gt;
+#&gt; $start
+#&gt; value type
+#&gt; parent_0 101.94885205 state
+#&gt; k1 0.69929891 deparm
+#&gt; k2 0.08999313 deparm
+#&gt; g 0.09233917 deparm
+#&gt; sigma_low 0.10000000 error
+#&gt; rsd_high 0.10000000 error
+#&gt;
+#&gt; $start_transformed
+#&gt; value lower upper
+#&gt; parent_0 101.948852 -Inf Inf
+#&gt; log_k1 -0.357677 -Inf Inf
+#&gt; log_k2 -2.408022 -Inf Inf
+#&gt; g_ilr -1.616024 -Inf Inf
+#&gt; sigma_low 0.100000 0 Inf
+#&gt; rsd_high 0.100000 0 Inf
+#&gt;
+#&gt; $fixed
+#&gt; [1] value type
+#&gt; &lt;0 Zeilen&gt; (oder row.names mit Länge 0)
+#&gt;
+#&gt; $data
+#&gt; time variable observed predicted residual
+#&gt; 1 0 parent 99.46 100.8548982 -1.39489822
+#&gt; 2 0 parent 102.04 100.8548982 1.18510178
+#&gt; 3 1 parent 93.50 91.2056052 2.29439477
+#&gt; 4 1 parent 92.50 91.2056052 1.29439477
+#&gt; 5 3 parent 63.23 74.5882810 -11.35828105
+#&gt; 6 3 parent 68.99 74.5882810 -5.59828105
+#&gt; 7 7 parent 52.32 49.8848576 2.43514245
+#&gt; 8 7 parent 55.13 49.8848576 5.24514245
+#&gt; 9 14 parent 27.27 24.6740521 2.59594789
+#&gt; 10 14 parent 26.64 24.6740521 1.96594789
+#&gt; 11 21 parent 11.50 12.2042816 -0.70428157
+#&gt; 12 21 parent 11.64 12.2042816 -0.56428157
+#&gt; 13 35 parent 2.85 2.9857655 -0.13576554
+#&gt; 14 35 parent 2.91 2.9857655 -0.07576554
+#&gt; 15 50 parent 0.69 0.6605774 0.02942259
+#&gt; 16 50 parent 0.63 0.6605774 -0.03057741
+#&gt; 17 75 parent 0.05 0.0534610 -0.00346100
+#&gt; 18 75 parent 0.06 0.0534610 0.00653900
+#&gt;
+#&gt; $atol
+#&gt; [1] 1e-08
+#&gt;
+#&gt; $rtol
+#&gt; [1] 1e-10
+#&gt;
+#&gt; $err_mod
+#&gt; [1] "tc"
+#&gt;
+#&gt; $bparms.optim
+#&gt; parent_0 k1 k2 g
+#&gt; 1.008549e+02 6.937399e+03 1.005665e-01 6.551046e-10
+#&gt;
+#&gt; $bparms.fixed
+#&gt; numeric(0)
+#&gt;
+#&gt; $bparms.ode
+#&gt; k1 k2 g
+#&gt; 6.937399e+03 1.005665e-01 6.551046e-10
+#&gt;
+#&gt; $bparms.state
+#&gt; parent
+#&gt; 100.8549
+#&gt;
+#&gt; $errparms
+#&gt; sigma_low rsd_high
+#&gt; 0.00375222 0.06763435
+#&gt;
+#&gt; $df.residual
+#&gt; [1] 12
+#&gt;
+#&gt; $date
+#&gt; [1] "Thu Oct 31 01:49:09 2019"
+#&gt;
+#&gt; $version
+#&gt; [1] "0.9.49.6"
+#&gt;
+#&gt; $Rversion
+#&gt; [1] "3.6.1"
+#&gt;
+#&gt; attr(,"class")
+#&gt; [1] "mkinfit" "modFit" </div><div class='input'># }
+</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="#examples">Examples</a></li>
+ </ul>
+
+ </div>
+</div>
+
+
+ <footer>
+ <div class="copyright">
+ <p>Developed by Johannes Ranke.</p>
+</div>
+
+<div class="pkgdown">
+ <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+</div>
+
+ </footer>
+ </div>
+
+
+
+
+ </body>
+</html>
+
+

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