hyppo: A Multivariate Hypothesis Testing Python Package
Sambit Panda,
Satish Palaniappan,
Junhao Xiong,
Eric W. Bridgeford,
Ronak Mehta,
Cencheng Shen,
Joshua T. Vogelstein
arXiv,
2024
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.