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Update matlab toolbox and manual
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docs/description.json

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"version": "5.5.18",
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"description": "The statistics-resampling package is an Octave package and Matlab toolbox that can be used to perform a wide variety of statistics tasks using non-parametric resampling methods. In particular, the functions included can be used to estimate bias, uncertainty (standard errors and confidence intervals), prediction error, and calculate p-values for null hypothesis significance tests. Variations of the resampling methods are included that improve the accuracy of the statistics for small samples and samples with complex dependence structures.",
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"shortdescription": "The statistics-resampling package is an Octave package and Matlab toolbox that can be used to perform a wide variety of statistics tasks using non-parametric resampling methods",
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"date": "2024-06-03",
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"date": "2024-06-04",
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"title": "A statistics package with a variety of resampling tools",
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"author": "Andrew Penn <[email protected]>",
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"maintainer": "Andrew Penn <[email protected]>",

docs/function/boot1way.html

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-----------------------------------------------------------------------------
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| Comparison | Test # | Ref # | Difference | t | p |
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|------------|------------|------------|------------|------------|----------|
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| 1 | 2 | 1 | +0.4666 | +0.82 | .475 |
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| 1 | 2 | 1 | -0.3210 | -0.67 | .479 |
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-----------------------------------------------------------------------------
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| GROUP # | GROUP label | N |
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-----------------------------------------------------------------------------
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| Comparison | Test # | Ref # | Difference | t | p |
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|------------|------------|------------|------------|------------|----------|
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| 1 | 2 | 1 | -0.3427 | -0.26 | .657 |
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| 1 | 2 | 1 | +0.7003 | +0.63 | .424 |
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-----------------------------------------------------------------------------
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| GROUP # | GROUP label | N |

docs/function/bootbayes.html

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Posterior Statistics:
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original bias median stdev CI_lower CI_upper
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+184.5 -0.006728 +184.5 1.339 +181.9 +187.3</pre>
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+184.5 -0.02286 +184.5 1.240 +182.1 +186.9</pre>
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</div>
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<h3><a name="2">Demonstration 2</a></h3>
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Posterior Statistics:
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original bias median stdev CI_lower CI_upper
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+175.5 -0.05967 +175.4 2.409 +170.9 +180.1
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+0.1904 +0.0003230 +0.1934 0.07855 +0.04061 +0.3366</pre>
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+175.5 -0.05767 +175.4 2.381 +171.3 +180.3
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+0.1904 +0.001144 +0.1941 0.07872 +0.03729 +0.3456</pre>
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</div>
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<p>Package: <a href="../index.html">statistics-resampling</a></p>

docs/function/bootci.html

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<p>Produces the following output</p>
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<pre class="example">ci =
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-0.065061 -0.18734
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0.91342 0.76035</pre>
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-0.43651 -0.55144
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0.52378 0.24516</pre>
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</div>
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<h3><a name="11">Demonstration 11</a></h3>

docs/function/bootclust.html

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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.06426 -0.01999 +0.2166 -0.3321 +0.3869
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+0.001783 -0.01699 +0.1997 -0.2995 +0.3375</pre>
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-0.03417 -0.001008 +0.2100 -0.3711 +0.3182
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+0.1006 +0.0007326 +0.1678 -0.1282 +0.4366</pre>
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</div>
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<h3><a name="8">Demonstration 8</a></h3>
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.4194 +0.02432 +0.3358 -0.3491 +0.8449
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-0.07037 -0.06238 +0.3947 -0.7081 +0.5528</pre>
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+0.4141 -0.02314 +0.1388 +0.1821 +0.6245
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+0.4913 -0.01465 +0.1777 +0.2410 +0.8309</pre>
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</div>
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<h3><a name="9">Demonstration 9</a></h3>

docs/function/bootknife.html

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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.2175 +0.02466 +0.2762 -0.3036 +0.6140
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-0.3347 -0.01186 +0.2594 -0.8400 +0.03226</pre>
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+0.2704 -0.002971 +0.2338 -0.1292 +0.6239
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-0.3695 -0.01173 +0.2200 -0.7058 +0.01681</pre>
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</div>
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<h3><a name="9">Demonstration 9</a></h3>

docs/function/bootlm.html

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- 'fpr': The minimum false positive risk (FPR) for each p-value
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- 'N': The number of independent sampling units used to compute CIs
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- 'prior': The prior used for Bayesian bootstrap. This will return a
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scalar for regression coeefficients, or a P x 1 or P x 2
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scalar for regression coefficients, or a P x 1 or P x 2
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matrix for estimated marginal means or posthoc tests
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respectively, where P is the number of parameter estimates.
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- 'levels': A cell array with the levels of each predictor.

docs/function/bootmode.html

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<p>Produces the following output</p>
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<pre class="example">ans = Summary of results:
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ans = H1 is 1 with p = 0.0005 so reject the null hypothesisthat there is 1 mode
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ans = H1 is 1 with p = 0.001 so reject the null hypothesisthat there is 1 mode
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ans = H2 is 0 with p = 0.332 so accept the null hypothesis that there are 2 modes</pre>
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ans = H2 is 0 with p = 0.327 so accept the null hypothesis that there are 2 modes</pre>
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</div>
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<p>Package: <a href="../index.html">statistics-resampling</a></p>

docs/function/bootwild.html

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Test Statistics:
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original std_err CI_lower CI_upper t-stat p-val FPR
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+175.5 +2.563 +170.0 +181.0 +68.5 <.001 .010
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+0.1904 +0.08460 +0.008008 +0.3728 +2.25 .041 .262</pre>
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+175.5 +2.563 +169.8 +181.2 +68.5 <.001 .010
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+0.1904 +0.08460 +0.003534 +0.3773 +2.25 .047 .280</pre>
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</div>
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<p>Package: <a href="../index.html">statistics-resampling</a></p>

docs/function/images/boot1way_701.png

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docs/function/images/boot1way_801.png

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docs/function/randtest.html

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<p>Produces the following output</p>
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<pre class="example">pval =
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0.54267
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0.0002
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0.53148
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0.00049014
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stat =
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% of standardized x and y values.
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[pval, stat] = randtest (X, Y, 5000, @cor)</pre>
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<p>Produces the following output</p>
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<pre class="example">pval = 0.00036681
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<pre class="example">pval = 0.0002
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stat = 0.72317</pre>
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</div>
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docs/function/randtest2.html

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@(A, B) log (var (A) ./ var (B)))
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</pre>
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<p>Produces the following output</p>
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<pre class="example">pval = 0.3584
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pval = 0.2746
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pval = 0.3296</pre>
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<pre class="example">pval = 0.3668
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pval = 0.2698
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pval = 0.30905</pre>
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</div>
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<h3><a name="2">Demonstration 2</a></h3>

matlab/statistics-resampling.mltbx

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matlab/statistics-resampling.prj

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<deployment-project plugin="plugin.toolbox" plugin-version="1.0">
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<configuration build-checksum="2330128564" file="Y:\Documents\GitHub\statistics-resampling\matlab\statistics-resampling.prj" location="Y:\Documents\GitHub\statistics-resampling\matlab" name="statistics-resampling" target="target.toolbox" target-name="Package Toolbox">
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<configuration build-checksum="3306453136" file="Y:\Documents\GitHub\statistics-resampling\matlab\statistics-resampling.prj" location="Y:\Documents\GitHub\statistics-resampling\matlab" name="statistics-resampling" target="target.toolbox" target-name="Package Toolbox">
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<param.appname>statistics-resampling</param.appname>
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<param.authnamewatermark>Andrew Penn</param.authnamewatermark>
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<param.email>[email protected]</param.email>

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