Capturing the severity of type II errors in high-dimensional multiple testing

DOI10.1016/j.jmva.2015.08.005zbMath1327.62432arXiv1403.5609OpenAlexW1126362492MaRDI QIDQ893171

N. E. Zubov

Publication date: 13 November 2015

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1403.5609

zbMATH Keywords

multiple testingBayes ruleoracle procedurecompound decision theoryweighted marginal false discovery rateweighted marginal false non-discovery rate

Mathematics Subject Classification ID

Parametric hypothesis testing (62F03) Bayesian problems; characterization of Bayes procedures (62C10) Paired and multiple comparisons; multiple testing (62J15)

Related Items (8)

Where to find needles in a haystack? ⋮ Constrained Bayesian Rules for Testing Statistical Hypotheses ⋮ A new approach to multiple testing of grouped hypotheses ⋮ Weighted False Discovery Rate Control in Large-Scale Multiple Testing ⋮ Bayesian hidden Markov models for dependent large-scale multiple testing ⋮ An empirical Bayes testing procedure for detecting variants in analysis of next generation sequencing data ⋮ A multiple testing protocol for exploratory data analysis and the local misclassification rate ⋮ Local false discovery rate based methods for multiple testing of one-way classified hypotheses

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• Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control
• Multiple Hypotheses Testing with Weights
• Operating Characteristics and Extensions of the False Discovery Rate Procedure
• A Bayesian Approach to Multiple Comparisons
• Large-Scale Simultaneous Hypothesis Testing

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