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Bejzijanska ANOVA jednim faktorom×Bejzijevski t-test za nezavisne uzorke×
OblastStatistikaStatistika
PorodicaHypothesis testHypothesis test
Godina nastanka1961 (foundations); 2012 (ANOVA Bayes factors)2009 (modern form); 1961 (Jeffreys prior framework)
TvoracHarold Jeffreys (foundations); Jeffrey Rouder et al. (default priors for ANOVA)Harold Jeffreys (foundational); operationalized by Rouder et al.
TipBayesian hypothesis testBayesian hypothesis test
Temeljni izvorRouder, J. N., Morey, R. D., Speckman, P. L., & Province, J. M. (2012). Default Bayes factors for ANOVA designs. Journal of Mathematical Psychology, 56(5), 356–374. 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 ↗
Drugi naziviBayesian ANOVA, BF ANOVA, Bayes factor one-way ANOVA, Bayesian F-testBayesian two-sample t-test, Bayes factor t-test, JZS t-test, Bayesian unpaired t-test
Srodne33
SažetakBayesian one-way ANOVA tests whether the means of three or more independent groups differ by computing a Bayes factor — a ratio that quantifies how much more likely the data are under a model that allows group differences than under the null model that assumes equal means. Unlike the classical F-test, it provides direct evidence for or against the null hypothesis rather than merely rejecting or retaining it.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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ScholarGateUporedite metode: Bayesian one-way ANOVA · Bayesian Independent Samples t-test. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare