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update online manual and matlab toolbox
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‎docs/copying.html‎

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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
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<meta http-equiv="content-type" content="text/html; charset=utf-8" />
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<meta name="date" content="2024-05-13"/>
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<meta name="generator" content="generate_html 0.3.3" />
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<meta name="author" content="Andrew Penn" />
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<meta name="description" content="A package for statistical analysis using resampling methods." />

‎docs/description.json‎

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{
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"generator": "generate_html",
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"generator_version": "0.3.3",
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"date_generated": "2024-05-07",
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"date_generated": "2024-05-13",
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"package":
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{
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"name": "statistics-resampling",
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"version": "5.5.10",
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"version": "5.5.11",
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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": "2024-04-27",
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"date": "2024-05-13",
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"title": "A statistics package with a variety of resampling tools",
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"author": "Andrew Penn <andy.c.penn@gmail.com>",
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"maintainer": "Andrew Penn <andy.c.penn@gmail.com>",

‎docs/function/boot.html‎

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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
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<meta http-equiv="content-type" content="text/html; charset=utf-8" />
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<meta name="generator" content="generate_html 0.3.3" />
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<meta name="author" content="Andrew Penn" />
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<meta name="description" content="A package for statistical analysis using resampling methods." />
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Columns 1 through 13:
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1 2 1 1 3 3 3 2 1 3 1 2 3
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2 1 3 1 3 2 3 3 3 2 3 2 2
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2 2 1 2 2 2 2 1 1 3 1 3 1
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2 3 3 2 2 2 1 1 3 1 3 3 2
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3 1 3 1 2 3 2 2 2 1 2 1 2
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2 1 3 3 2 1 2 3 1 2 1 2 3
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Columns 14 through 20:
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2 1 3 2 3 1 2
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2 2 1 3 1 1 2
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1 3 1 3 3 3 1</pre>
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1 2 2 3 3 1 1
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2 3 3 1 1 3 3
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1 1 1 2 3 3 1</pre>
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</div>
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<h3><a name="2">Demonstration 2</a></h3>
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Columns 1 through 13:
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2 3 2 3 3 1 2 1 1 2 3 2 3
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3 3 2 3 3 2 2 1 1 2 1 2 2
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2 3 1 2 3 2 3 1 1 3 3 2 3
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2 3 2 2 3 1 3 1 2 2 1 2 2
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2 1 1 2 3 2 2 1 1 3 3 1 3
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3 3 1 2 3 1 3 1 2 2 3 2 3
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Columns 14 through 20:
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3 2 2 1 1 1 3
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1 1 3 1 2 2 3
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1 1 2 1 1 1 3</pre>
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3 1 2 1 2 3 3
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3 1 2 1 1 1 2
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1 1 3 3 1 3 2</pre>
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</div>
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<h3><a name="3">Demonstration 3</a></h3>

‎docs/function/boot1way.html‎

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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en">
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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 | -0.1147 | -0.26 | .760 |
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| 1 | 2 | 1 | -0.3684 | -0.63 | .564 |
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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 | +1.340 | +2.51 | .019 |*
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| 1 | 2 | 1 | +0.3039 | +0.44 | .600 |
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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 +0.04987 +184.5 1.286 +182.1 +187.1</pre>
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+184.5 +0.01529 +184.5 1.351 +181.7 +187.2</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 -0.1213 +175.3 2.401 +171.0 +180.2
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+0.1904 +0.003674 +0.1961 0.07964 +0.03563 +0.3449</pre>
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+175.5 -0.07775 +175.4 2.287 +171.1 +179.9
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+0.1904 +0.002169 +0.1929 0.07622 +0.03454 +0.3340</pre>
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</div>
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<p>Package: <a href="../index.html">statistics-resampling</a></p>

‎docs/function/bootcdf.html‎

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‎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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114.34
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257.98</pre>
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114.49
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258.48</pre>
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<h3><a name="6">Demonstration 6</a></h3>
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<p>Produces the following output</p>
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<pre class="example">ci =
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0.50486
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0.8608</pre>
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0.50615
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0.86244</pre>
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<h3><a name="9">Demonstration 9</a></h3>
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<p>Produces the following output</p>
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<pre class="example">ans =
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-16.69 -20.563 -12.28
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-11.721 -15.162 -7.7424
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-8.0606 -11.43 -4.392
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0.010336 -0.002213 0.023716
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0.06452 0.032564 0.095997
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0.0016638 0.00011273 0.0030787</pre>
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-16.69 -20.554 -12.276
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-11.721 -15.155 -7.7419
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-8.0606 -11.428 -4.3915
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0.10476 -0.079726 0.28245
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0.010336 -0.0022151 0.023716
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0.06452 0.032552 0.09599
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0.0016638 0.00011268 0.0030786</pre>
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</div>
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<h3><a name="10">Demonstration 10</a></h3>
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<p>Produces the following output</p>
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<pre class="example">ci =
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-0.61473 -0.41387
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0.57767 0.869</pre>
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-0.13896 -0.72921
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0.7127 0.31607</pre>
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</div>
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<h3><a name="11">Demonstration 11</a></h3>
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% normal | 81.5% | 3.0% | 15.5% | 0.77 | 1.21 |
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% percentile | 81.5% | 0.9% | 17.6% | 0.76 | 0.91 |
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% basic | 81.1% | 2.5% | 16.4% | 0.78 | 1.09 |
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% BCa | 84.2% | 5.4% | 10.4% | 0.86 | 1.82 |
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% BCa | 83.9% | 5.2% | 10.9% | 0.83 | 1.84 |
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% bootstrap-t | 89.2% | 4.3% | 6.5% | 0.99 | 2.15 |
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% calibrated | 87.4% | 4.2% | 8.4% | 0.91 | 2.03 |
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% calibrated | 88.9% | 3.7% | 7.4% | 0.89 | 2.04 |
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% ---------------------|----------|--------|--------|--------|-------|
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% parametric - exact | 90.8% | 3.7% | 5.5% | 0.99 | 2.52 |</pre>
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<p>gives an example of how 'bootci' is used.</p>

‎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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+29.65 -0.02581 +2.950 +22.83 +36.03</pre>
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+29.65 -0.02581 +2.950 +22.84 +36.04</pre>
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</div>
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<h3><a name="3">Demonstration 3</a></h3>
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Number of resamples: 1999
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Number of data rows in each block: 1
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Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
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Nominal coverage (and the percentiles used): 90% (11.6%, 98.6%)
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Nominal coverage (and the percentiles used): 90% (11.7%, 98.6%)
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+171.5 -6.634 +42.13 +113.9 +258.2</pre>
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+171.5 -6.634 +42.13 +114.1 +258.7</pre>
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<h3><a name="6">Demonstration 6</a></h3>
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Resampling method: Balanced, cluster bootstrap resampling
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Number of resamples: 1999
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Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
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Nominal coverage (and the percentiles used): 90% (14.7%, 99.0%)
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Nominal coverage (and the percentiles used): 90% (15.1%, 99.1%)
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+171.5 -10.30 +34.38 +124.4 +234.5</pre>
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+171.5 -10.30 +34.38 +125.0 +235.8</pre>
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<h3><a name="7">Demonstration 7</a></h3>
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.1347 -0.0002717 +0.2395 -0.2643 +0.5321
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+0.3052 -0.01557 +0.2059 -0.007480 +0.6725
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-0.1663 +0.02261 +0.1710 -0.4057 +0.1247</pre>
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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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+0.2430 +0.006715 +0.3419 -0.2821 +0.8430
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+0.6460 -0.05234 +0.2541 +0.3552 +1.233</pre>
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+0.1401 +0.006113 +0.2929 -0.4786 +0.5297
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+0.04985 +0.009865 +0.1333 -0.1655 +0.2615</pre>
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<h3><a name="9">Demonstration 9</a></h3>
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Resampling method: Balanced, cluster bootstrap resampling
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Number of resamples: 1999
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Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
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Nominal coverage (and the percentiles used): 95% (1.9%, 96.9%)
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Nominal coverage (and the percentiles used): 95% (2.8%, 97.8%)
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.7764 -0.02442 +0.1446 +0.3970 +0.9968</pre>
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+0.7764 -0.02442 +0.1446 +0.4355 +1.014</pre>
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</div>
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<h3><a name="10">Demonstration 10</a></h3>
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Number of resamples: 1999
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Number of data rows in each block: 3
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Confidence interval (CI) type: Bias-corrected and accelerated (BCa)
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Nominal coverage (and the percentiles used): 95% (73.4%, 100.0%)
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Nominal coverage (and the percentiles used): 95% (73.8%, 100.0%)
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Bootstrap Statistics:
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original bias std_error CI_lower CI_upper
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+0.5858 -0.1686 +0.1319 +0.5009 +0.8686</pre>
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+0.5858 -0.1686 +0.1319 +0.5024 +0.8876</pre>
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<p>Package: <a href="../index.html">statistics-resampling</a></p>

‎docs/function/bootint.html‎

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