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تحلیل جدول توافقی بیزی×آزمون خی‌دو بیزی×
حوزهآمارآمار
خانوادهHypothesis testHypothesis test
سال پیدایش19741967
پدیدآورGunel & DickeyI. J. Good; extended by Gunel, Dickey, and Wagenmakers et al.
نوعBayesian association testBayesian nonparametric association test
منبع بنیادینGunel, E., & Dickey, J. (1974). Bayes factors for independence in contingency tables. Biometrika, 61(3), 545–557. DOI ↗Good, I. J. (1967). A Bayesian significance test for multinomial distributions. Journal of the Royal Statistical Society: Series B (Methodological), 29(3), 399–418. DOI ↗
نام‌های دیگرBayesian chi-square test, Bayesian contingency table test, Bayes factor association test, Bayesian crosstab analysisBayesian contingency table test, Bayes factor chi-square, Bayesian goodness-of-fit test, Bayesian association test
مرتبط43
خلاصهBayesian cross-tabulation analysis tests whether two categorical variables are associated by computing a Bayes factor that quantifies the evidence for an association model against an independence model. Unlike classical chi-square testing, it provides a continuous measure of evidence, supports the null hypothesis directly, and updates naturally with prior knowledge about the cell probabilities.The 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'.
ScholarGateمجموعه‌داده
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  1. v1
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  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Bayesian cross-tabulation analysis · Bayesian chi-square test. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare