in arXiv on April, 2021
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.
Citation
@misc{panda2021hyppo, 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} }