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update matlab toolbox and readme file
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acp29 committed Jun 16, 2024
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6 changes: 4 additions & 2 deletions README.md
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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.
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, information criteria, 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.

### Using the statistics-resampling package online

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* [Statistically evaluate the number of modes (i.e. peaks) in a distribution](https://gnu-octave.github.io/statistics-resampling/function/bootmode.html#1)

* [Correcting sample size calculations for a two-sample test with nested design](https://gnu-octave.github.io/statistics-resampling/function/sampszcalc.html#6)


* [Comparing linear models using bootstrap estimates of prediction error, information criteria and relative likelihood](https://gnu-octave.github.io/statistics-resampling/function/bootlm.html#15)

For examples of how to import data sets from a human-readable text file, like a tab-separated-value (TSV) and comma-separated-value (CSV) file, see the examples in the JupyterLab Notebook at [statistics-resampling-online](https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb) and the last demonstration listed on [this page](https://gnu-octave.github.io/statistics-resampling/function/randtest2.html#5)

### Issues
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8 changes: 4 additions & 4 deletions inst/bootlm.m
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%! 16.71;05.08];
%!
%! [STATS, BOOTSTAT, AOVSTAT, PRED_ERR] = bootlm (sr, {pop15, pop75, ...
%! dpi, ddpi}, 'seed', 1, 'continuous', [1:4], ...
%! 'model', 'linear', 'display', 'off', ...
%! 'varnames', {'pop15','pop75','dpi','ddpi'},
%! 'contrasts', 'treatment');
%! dpi, ddpi}, 'seed', 1, 'continuous', [1:4], ...
%! 'model', 'linear', 'display', 'off', ...
%! 'varnames', {'pop15','pop75','dpi','ddpi'},
%! 'contrasts', 'treatment');
%!
%! PRED_ERR
%!
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2 changes: 1 addition & 1 deletion matlab/statistics-resampling.prj
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<deployment-project plugin="plugin.toolbox" plugin-version="1.0">
<configuration build-checksum="178461745" 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">
<configuration build-checksum="2838276534" 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">
<param.appname>statistics-resampling</param.appname>
<param.authnamewatermark>Andrew Penn</param.authnamewatermark>
<param.email>andy.c.penn@gmail.com</param.email>
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