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Bayesovský Fisherov presný test×Bayesovský t-test pre nezávislé vzorky×
OdborŠtatistikaŠtatistika
RodinaHypothesis testHypothesis test
Rok vzniku1974 (Bayesian form); 1935 (Fisher's exact test)2009 (modern form); 1961 (Jeffreys prior framework)
TvorcaGunel & Dickey (Bayesian form); R. A. Fisher (classical exact test)Harold Jeffreys (foundational); operationalized by Rouder et al.
TypBayesian hypothesis test for independenceBayesian hypothesis test
Pôvodný zdrojGunel, E., & Dickey, J. (1974). Bayes factors for independence in contingency tables. Biometrika, 61(3), 545–557. DOI ↗Rouder, J. N., Speckman, P. L., Sun, D., Morey, R. D., & Iverson, G. (2009). Bayesian t tests for accepting and rejecting the null hypothesis. Psychonomic Bulletin & Review, 16(2), 225–237. DOI ↗
Ďalšie názvyBayesian exact test for independence, Bayesian contingency table test, Bayes factor Fisher test, BFexactBayesian two-sample t-test, Bayes factor t-test, JZS t-test, Bayesian unpaired t-test
Príbuzné43
ZhrnutieThe 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.The Bayesian independent samples t-test quantifies evidence for or against a mean difference between two independent groups using a Bayes factor rather than a p-value. Rooted in Jeffreys's probability framework and popularized by Rouder et al. (2009), it places a Cauchy prior on the standardized effect size and returns continuous evidence for both the null and alternative hypotheses.
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ScholarGatePorovnať metódy: Bayesian Fisher's exact test · Bayesian Independent Samples t-test. Získané 2026-06-19 z https://scholargate.app/sk/compare