Comparison of Bayesian and frequentist multiplicity correction for testing mutually exclusive hypotheses under data dependence

DOI10.1214/20-BA1196zbMath1475.62085arXiv1611.05909WikidataQ114599264 ScholiaQ114599264MaRDI QIDQ2057375

James O. Berger, Sean Chang

Publication date: 6 December 2021

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1611.05909

zbMATH Keywords

Bayesian inferencemultiple hypothesis testingfalse positive probabilitymultiplicity correction

Mathematics Subject Classification ID

Bayesian problems; characterization of Bayes procedures (62C10) Asymptotic properties of parametric tests (62F05)

Cites Work

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• Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem
• Statistical decision theory and Bayesian analysis. 2nd ed
• The positive false discovery rate: A Bayesian interpretation and the \(q\)-value
• An exploration of aspects of Bayesian multiple testing
• Adapting to unknown sparsity by controlling the false discovery rate
• Multiplicity-calibrated Bayesian hypothesis tests
• Ideal spatial adaptation by wavelet shrinkage
• Large-Scale Simultaneous Hypothesis Testing

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