A Robust High-Dimensional Test for Two-Sample Comparisons
A Robust High-Dimensional Test for Two-Sample Comparisons
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Publisher
Basel: MDPI AG
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Language
English
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Publisher
Basel: MDPI AG
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Contents
The Hotelling T2 statistic is used to compare the mean vectors of two independent multivariate Gaussian distributions. Nevertheless, this statistic is highly sensitive to outliers and is not suitable for high-dimensional datasets where the number of variables exceeds the sample size. This study introduces a robust permutation test based on the mini...
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Full title
A Robust High-Dimensional Test for Two-Sample Comparisons
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TN_cdi_doaj_primary_oai_doaj_org_article_cf5697aba0be40cbab06c2f08f205a03
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cf5697aba0be40cbab06c2f08f205a03
Other Identifiers
ISSN
2075-1680
E-ISSN
2075-1680
DOI
10.3390/axioms13090585
