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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

97

Version

2.3.2

License

GPL-3

Issues

2

Pull Requests

1

Stars

4

Forks

2

Maintainer

Barak Brill

Last Published

March 12th, 2019

Functions in HHG (2.3.2)

print.HHG.Test.Result

Print function for result of HHG tests
hhg.univariate.ks.nulltable

The K-sample test null tables for all partition sizes
hhg.univariate.ind.nulltable

Null tables for the distribution-free test of independence
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
hhg.univariate.ks.combined.test

Distribution-free K-sample tests
print.UnivariateObject

Print function for Univariate Null Table Object
nr_bins_equipartition

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

Constructor of Distribution Free Null Table Using Existing Statistics
print.UnivariateStatistic

Print function for Univariate Statistic Test Object
hhg.univariate.ind.pvalue

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

Heller-Heller-Gorfine (HHG) Tests of Independence and Equality of Distributions
hhg.example.datagen

A set of example data generators used to demonstrate the HHG test.
Yeast_hughes

Yeast gene expression data
HHG

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

Distribution-free test of independence
hhg.univariate.ind.stat

The independence test statistics for all partition sizes
Fast.independence.test

Atoms based distribution-free test of independence
Fast.independence.test.nulltable

Null tables for the atoms based distribution-free test of independence.