OASIS: An interpretable, finite-sample valid alternative to Pearson's X2 for scientific discovery

Contingency tables, data represented as counts matrices, are ubiquitous across quantitative research and data-science applications. Existing statistical tests are insufficient however, as none are simultaneously computationally efficient and statistically valid for a finite number of observations. I...

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Veröffentlicht in:	Proceedings of the National Academy of Sciences - PNAS 2024-04, Vol.121 (15), p.1-e2304671121
Hauptverfasser:	Baharav, Tavor Z, Tse, David, Salzman, Julia
Format:	Artikel
Sprache:	eng
Schlagworte:	Contingency Contingency tables Gene sequencing Genomics Mathematical analysis Quantitative research Severe acute respiratory syndrome coronavirus 2 Statistical analysis Statistical tests
Online-Zugang:	Volltext
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