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

It is frequently of interest to jointly analyze two paired sequences of multiple tests. This paper studies the problem of detecting whether there are more pairs of tests that are significant in both sequences than would be expected by chance. The asymptotic detection boundary is derived in terms of...

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Publié dans:Journal of multivariate analysis. - 1998. - 160(2017) vom: 13. Aug., Seite 169-184
Auteur principal: Zhao, Sihai Dave (Auteur)
Autres auteurs: Cai, T Tony, Li, Hongzhe
Format: Article en ligne
Langue:English
Publié: 2017
Accès à la collection:Journal of multivariate analysis
Sujets:Journal Article Detection boundary Higher criticism Independence testing Optimal adaptivity Sparsity