hyppo: A Multivariate Hypothesis Testing Python Package
Computation
2024-09-16 v7 Mathematical Software
Methodology
Machine Learning
Abstract
We introduce hyppo, a unified library for performing multivariate hypothesis testing, including independence, two-sample, and k-sample testing. While many multivariate independence tests have R packages available, the interfaces are inconsistent and most are not available in Python. hyppo includes many state of the art multivariate testing procedures. The package is easy-to-use and is flexible enough to enable future extensions. The documentation and all releases are available at https://hyppo.neurodata.io.
Keywords
Cite
@article{arxiv.1907.02088,
title = {hyppo: A Multivariate Hypothesis Testing Python Package},
author = {Sambit Panda and Satish Palaniappan and Junhao Xiong and Eric W. Bridgeford and Ronak Mehta and Cencheng Shen and Joshua T. Vogelstein},
journal= {arXiv preprint arXiv:1907.02088},
year = {2024}
}