hyppo: A Multivariate Hypothesis Testing Python Package

by Sambit Panda, Satish Palaniappan, Junhao Xiong, Eric W. Bridgeford, Ronak Mehta, Cencheng Shen, and Joshua T. Vogelstein
in arXiv on April, 2021


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.


  title = {{{hyppo}}: {{A Multivariate Hypothesis Testing Python Package}}},
  shorttitle = {{{hyppo}}},
  author = {Panda, Sambit and Palaniappan, Satish and Xiong, Junhao and Bridgeford, Eric W. and Mehta, Ronak and Shen, Cencheng and Vogelstein, Joshua T.},
  year = {2021},
  month = apr,
  number = {arXiv:1907.02088},
  eprint = {1907.02088},
  publisher = {{arXiv}},
  doi = {10.48550/arXiv.1907.02088},
  archiveprefix = {arxiv},
  copyright = {All rights reserved},
  selected = {true}