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Ujian Chi-Kuasa Dua Bayesian×Ujian Tepat Fisher Bayesian×
BidangStatistikStatistik
KeluargaHypothesis testHypothesis test
Tahun asal19671974 (Bayesian form); 1935 (Fisher's exact test)
PengasasI. J. Good; extended by Gunel, Dickey, and Wagenmakers et al.Gunel & Dickey (Bayesian form); R. A. Fisher (classical exact test)
JenisBayesian nonparametric association testBayesian hypothesis test for independence
Sumber perintisGood, I. J. (1967). A Bayesian significance test for multinomial distributions. Journal of the Royal Statistical Society: Series B (Methodological), 29(3), 399–418. DOI ↗Gunel, E., & Dickey, J. (1974). Bayes factors for independence in contingency tables. Biometrika, 61(3), 545–557. DOI ↗
AliasBayesian contingency table test, Bayes factor chi-square, Bayesian goodness-of-fit test, Bayesian association testBayesian exact test for independence, Bayesian contingency table test, Bayes factor Fisher test, BFexact
Berkaitan34
RingkasanThe Bayesian chi-square test evaluates independence or goodness-of-fit in frequency tables using Bayes factors rather than classical p-values. It quantifies evidence for or against an association between categorical variables, updating prior beliefs with observed counts and delivering an odds-like ratio that distinguishes 'no evidence' from 'evidence of no effect'.The Bayesian Fisher's exact test evaluates independence between two categorical variables in a 2x2 table by computing a Bayes factor rather than a p-value. Using conjugate priors on cell probabilities — most commonly the Gunel-Dickey framework — it quantifies how much the observed data favor an association model over an independence model, providing a continuous scale of evidence in both directions.
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ScholarGateBandingkan kaedah: Bayesian chi-square test · Bayesian Fisher's exact test. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare