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Weighted False Discovery Rate Control in Large-Scale Multiple Testing

The use of weights provides an effective strategy to incorporate prior domain knowledge in large-scale inference. This paper studies weighted multiple testing in a decision-theoretic framework. We develop oracle and data-driven procedures that aim to maximize the expected number of true positives su...

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Bibliographic Details
Published in:J Am Stat Assoc
Main Authors: Basu, Pallavi, Cai, T. Tony, Das, Kiranmoy, Sun, Wenguang
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6474384/
https://ncbi.nlm.nih.gov/pubmed/31011234
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2017.1336443
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