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Optimal detection of weak positive latent dependence between two sequences of multiple tests

  • Published:2017-08 Issue: Volume:160 Page:169-184
  • ISSN:0047-259X
  • Container-title:Journal of Multivariate Analysis
  • language:en
  • Short-container-title:Journal of Multivariate Analysis

Author:

Zhao Sihai Dave,Cai T. Tony,Li Hongzhe

Funder

National Institutes of Health

National Science Foundation

Simons Foundation

Publisher

Elsevier BV

Subject

Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability

Reference56 articles.

1. Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism;Arias-Castro;Ann. Statist.,2011

2. Distribution-free tests for sparse heterogeneous mixtures;Arias-Castro;TEST,2017

3. The generalized higher criticism for testing SNP-set effects in genetic association studies;Barnett;J. Amer. Statist. Assoc.,2017

4. Analytical p-value calculation for the higher criticism test in finite-d problems;Barnett;Biometrika,2014

5. Controlling the false discovery rate: a practical and powerful approach to multiple testing;Benjamini;J. R. Stat. Soc. Ser. B Stat. Methodol.,1995

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1. Testing equivalence of clustering;The Annals of Statistics;2022-02-01

2. Detecting sparse heterogeneous mixtures in a two-sample problem;Communications in Statistics - Theory and Methods;2021-05-23

3. Detection of sparse positive dependence;Electronic Journal of Statistics;2020-01-01

4. Nonparametric false discovery rate control for identifying simultaneous signals;Electronic Journal of Statistics;2020-01-01

5. Assessing replicability of findings across two studies of multiple features;Biometrika;2018-06-11
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