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IndependenceTests (version 0.5)

Non-Parametric Tests of Independence Between Random Vectors

Description

Functions for non-parametric tests of independence (mutual or serial) between some quantitative random vectors, as described in Bilodeau M. and Lafaye de Micheaux P. (2009) , in Beran R., Bilodeau M. and Lafaye de Micheaux P. (2007) and in Fan Y., Lafaye de Micheaux P., Penev S. and Salopek D. (2017) .

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Version

Install

install.packages('IndependenceTests')

Monthly Downloads

29

Version

0.5

License

GPL (>= 2)

Maintainer

P. de Micheaux

Last Published

December 18th, 2020

Functions in IndependenceTests (0.5)

highschool

Highschool data on alcohol, cigarette and marijuana use for highschool seniors
mdcov

Computation of the multidimensional distance covariance statistic for mutual independence using characteristic functions.
dependogram

Nonparametric tests of independence between random vectors
dna

dna sequence
A.dep.tests

Tests for mutual or serial independence between categorical variables