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HHG

This is the GitHub page for the HHG package for non parametric statistical tests of independence and equality of distributions (K-Sample tests).

Installation

For latest CRAN (stable build), run:

install.packages("HHG")

For lastest development version run:

install.packages("devtools")
devtools::install_github('barakbri/HHG', build_vignettes = TRUE)

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Version

Install

install.packages('HHG')

Monthly Downloads

250

Version

2.3.7

License

GPL-3

Issues

2

Pull Requests

0

Stars

4

Forks

2

Maintainer

Barak Brill

Last Published

January 9th, 2024

Functions in HHG (2.3.7)

Yeast_hughes

Yeast gene expression data
hhg.example.datagen

A set of example data generators used to demonstrate the HHG test.
Fast.independence.test.nulltable

Null tables for the atoms based distribution-free test of independence.
hhg.univariate.ind.combined.test

Distribution-free test of independence
Fast.independence.test

Atoms based distribution-free test of independence
hhg.univariate.ind.stat

The independence test statistics for all partition sizes
hhg.univariate.ind.pvalue

The p-value computation for the test of independence using a fixed partition size
HHG

Heller-Heller-Gorfine Tests of Independence and Equality of Distributions
hhg.univariate.ind.nulltable

Null tables for the distribution-free test of independence
HHG-package

Heller-Heller-Gorfine (HHG) Tests of Independence and Equality of Distributions
hhg.univariate.nulltable.from.mstats

Constructor of Distribution Free Null Table Using Existing Statistics
hhg.univariate.ks.combined.test

Distribution-free K-sample tests
nr_bins_equipartition

Function for selecting the default number of atoms for equipartition
hhg.univariate.ks.nulltable

The K-sample test null tables for all partition sizes
print.HHG.Test.Result

Print function for result of HHG tests
print.UnivariateObject

Print function for Univariate Null Table Object
hhg.univariate.ks.pvalue

The p-value computation for the K-sample problem using a fixed partition size
hhg.univariate.ks.stat

The K-sample test statistics for all partition sizes
print.UnivariateStatistic

Print function for Univariate Statistic Test Object