OASIS: An interpretable, finite-sample valid alternative to Pearson’s X2 for scientific discovery
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DOI: 10.1073/pnas.2304671121
Abstract: Significance Contingency tables are pervasive across quantitative research and data-science applications. Existing statistical tests fall short, however; none provide robust, computationally efficient inference and control type I error. In this work, motivated by a recent… read more here.
Keywords: interpretable finite; oasis; finite sample; valid alternative ... See more keywords