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| # YAML 1.2 | ||
| --- | ||
| 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." | ||
| # This CITATION.cff file was generated with cffinit. | ||
| # Visit https://bit.ly/cffinit to generate yours today! | ||
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| cff-version: 1.2.0 | ||
| title: hyppo | ||
| message: 'If you use this software, please cite it as below' | ||
| type: software | ||
| authors: | ||
| - | ||
| affiliation: "Johns Hopkins University, Baltimore, MD" | ||
| - given-names: Sambit | ||
| family-names: Panda | ||
| given-names: Sambit | ||
| orcid: "https://orcid.org/0000-0001-8455-4243" | ||
| - | ||
| affiliation: "Johns Hopkins University, Baltimore, MD" | ||
| family-names: Palaniappan | ||
| email: spanda3@Jhu.edu | ||
| affiliation: Johns Hopkins University | ||
| orcid: 'https://orcid.org/0000-0001-8455-4243' | ||
| - orcid: 'https://orcid.org/0000-0001-6115-719X' | ||
| given-names: Satish | ||
| - | ||
| affiliation: "Johns Hopkins University, Baltimore, MD" | ||
| family-names: Xiong | ||
| given-names: Junhao | ||
| - | ||
| affiliation: "Johns Hopkins School of Public Health, Baltimore, MD" | ||
| family-names: Palaniappan | ||
| affiliation: Johns Hopkins University | ||
| - given-names: Eric W. | ||
| family-names: Bridgeford | ||
| given-names: Eric | ||
| - | ||
| affiliation: "Johns Hopkins University, Baltimore, MD" | ||
| affiliation: Johns Hopkins School of Public Health | ||
| - given-names: Ronak | ||
| family-names: Mehta | ||
| given-names: Ronak | ||
| - | ||
| affiliation: "University of Delaware, Newark, DE" | ||
| family-names: Shen | ||
| affiliation: Johns Hopkins University | ||
| - affiliation: University of Delaware | ||
| given-names: Cencheng | ||
| - | ||
| affiliation: "Johns Hopkins University, Baltimore, MD" | ||
| family-names: Shen | ||
| - given-names: Joshua T. | ||
| family-names: Vogelstein | ||
| given-names: Joshua | ||
| orcid: "https://orcid.org/0000-0003-2487-6237" | ||
| cff-version: "1.1.0" | ||
| date-released: 2021-02-05 | ||
| affiliation: Johns Hopkins University | ||
| orcid: 'https://orcid.org/0000-0003-2487-6237' | ||
| identifiers: | ||
| - | ||
| type: url | ||
| value: "https://arxiv.org/pdf/1907.02088.pdf" | ||
| - type: doi | ||
| value: 10.48550/arXiv.1907.02088 | ||
| description: arXiv | ||
| repository-code: 'https://github.com/neurodata/hyppo/tree/main' | ||
| url: 'https://hyppo.neurodata.io/' | ||
| repository: 'https://github.com/neurodata/hyppo-papers' | ||
| repository-artifact: 'https://github.com/neurodata/mgcpy-old' | ||
| 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. | ||
| keywords: | ||
| - Python | ||
| - multivariate | ||
| - independence | ||
| - "k-sample" | ||
| - k-sample | ||
| - hypothesis | ||
| license: MIT | ||
| message: "If you use this software, please cite it using this metadata." | ||
| repository-code: "https://github.com/neurodata/hyppo" | ||
| title: "hyppo: A Multivariate Hypothesis Testing Python Package" | ||
| version: "0.2.0" | ||
| ... | ||
| preferred-citation: | ||
| type: article | ||
| authors: | ||
| - family-names: "Panda" | ||
| given-names: "Sambit" | ||
| orcid: "https://orcid.org/0000-0001-8455-4243" | ||
| - family-names: "Palaniappan" | ||
| given-names: "Satish" | ||
| - family-names: "Bridgeford" | ||
| given-names: "Eric W." | ||
| - family-names: "Mehta" | ||
| given-names: "Ronak" | ||
| - family-names: "Shen" | ||
| given-names: "Cencheng" | ||
| - family-names: "Vogelstein" | ||
| given-names: "Joshua T." | ||
| orcid: "https://orcid.org/0000-0003-2487-6237" | ||
| doi: "10.48550/arXiv.1907.02088" | ||
| journal: "arXiv" | ||
| month: 9 | ||
| # start: 1 # First page number | ||
| # end: 10 # Last page number | ||
| title: "hyppo: A Multivariate Hypothesis Testing Python Package" | ||
| # issue: 1 | ||
| # volume: 1 | ||
| year: 2021 |