hddtest: Two-sample hypothesis testing for high dimensional discrete disributions

The hdd test package provides functionality for two-sample hypothesis testing of high dimensional discrete data. Currently, testing of multinomial data is supported.

hddtest functions

multinom.test, multinom.neighborhood.test, genMultinomialData, mvbinary.test, genMVBinaryData

Data

twoNewsGroups

Vignettes

vignette("multinomial-neighborhood-test-vignette")

Authors

Amanda Peterson

References

• Amanda Plunkett & Junyong Park (2018) Two-Sample Test for Sparse High Dimensional Multinomial Distributions, TEST, https://doi.org/10.1007/s11749-018-0600-8

• Amanda Plunkett & Junyong Park (2017) Two-sample Tests for Sparse High-Dimensional Binary Data, Communications in Statistics - Theory and Methods, 46:22, 11181-11193