multicross: A Graph-Based Test for Comparing Multivariate Distributions in the Multi Sample Framework

We introduce a nonparametric, graphical test based on optimal matching for assessing whether multiple unknown multivariate probability distributions are equal. This method is consistent, and does not make any distributional assumptions on the data. Our procedure combines data that belong to different classes or groups to create a graph on the pooled data, and then utilizes the number of edges connecting data points from different classes to examine equality of distributions among the classes.

Getting started

Package details

AuthorSomabha Mukherjee <[email protected]> Divyansh Agarwal <[email protected]> Bhaswar Bhattacharya <[email protected]> Nancy R. Zhang <[email protected]>
MaintainerDivyansh Agarwal <[email protected]>
LicenseGPL-2
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("multicross")

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multicross documentation built on June 3, 2019, 5:03 p.m.