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Bayesian two-way ANOVA

Bayesian two-way ANOVA extends the classical two-way analysis of variance by replacing p-values with Bayes factors and posterior distributions. It quantifies evidence for or against main effects and their interaction using prior-weighted model comparison, yielding conclusions that are directly interpretable in probabilistic terms rather than relying on a fixed significance threshold.

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Bayesian Two-Way Analysis of Variance

Taksonomisk metoderegistrering · hypothesis-test / statistics

Rouder, 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 10.1016/j.jmp.2012.08.001
Jeffreys, H. (1961). Theory of Probability (3rd ed.). Oxford University Press. · ISBN 978-0198503682

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Taxonomic bucketBayesian one-way ANOVAmachine-suggested · Relational suggestion, not evidence.See alsoBayesian t-Testmachine-suggested · Relational suggestion, not evidence.Same method familyMixed ANOVAmachine-suggested · Relational suggestion, not evidence.Same method familyTwo-Way ANOVAmachine-suggested · Relational suggestion, not evidence.