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r-multnonparam

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A collection of multivariate nonparametric methods, selected in part to support an MS level course in nonparametric statistical methods. Methods include adjustments for multiple comparisons, implementation of multivariate Mann-Whitney-Wilcoxon testing, inversion of these tests to produce a confidence region, some permutation tests for linear models, and some algorithms for calculating exact probabilities associated with one- and two- stage testing involving Mann-Whitney-Wilcoxon statistics. Supported by grant NSF DMS 1712839. See Kolassa and Seifu (2013) <doi:10.1016/j.acra.2013.03.006>.

Installation

To install this package, run one of the following:

Conda
$conda install r::r-multnonparam

Usage Tracking

1.3.9
1.3.6
1.2.8
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Downloads (Last 6 months): 0

About

Summary

A collection of multivariate nonparametric methods, selected in part to support an MS level course in nonparametric statistical methods. Methods include adjustments for multiple comparisons, implementation of multivariate Mann-Whitney-Wilcoxon testing, inversion of these tests to produce a confidence region, some permutation tests for linear models, and some algorithms for calculating exact probabilities associated with one- and two- stage testing involving Mann-Whitney-Wilcoxon statistics. Supported by grant NSF DMS 1712839. See Kolassa and Seifu (2013) <doi:10.1016/j.acra.2013.03.006>.

Last Updated

Jan 16, 2024 at 21:27

License

GPL-2

Total Downloads

343

Supported Platforms

linux-64

Unsupported Platforms

macOS-64 Last supported version: 1.2.8
win-64 Last supported version: 1.2.8