cpt-package {cpt}

Classification Permutation Test

Description

Description: Non-parametric test for equality of multivariate distributions. Trains a classifier to classify (multivariate) observations as coming from one of several distributions. If the classifier is able to classify the observations better than would be expected by chance (using permutation inference), then the null hypothesis that the distributions are equal is rejected.

Details

Package:	cpt
Type:	Package
Version:	1.0.2
Date:	2018-10-30
License:	GPL
LazyLoad:	yes

Author(s)

Johann Gagnon-Bartsch <[e-mail]>

References

The Classification Permutation Test: A Nonparametric Test for Equality of Multivariate Distributions. Gagnon-Bartsch and Shem-Tov, 2016. Available at: https://arxiv.org/abs/1611.06408.

See Also

cpt