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Effects of dependence in high-dimensional multiple testing problems

BACKGROUND: We consider effects of dependence among variables of high-dimensional data in multiple hypothesis testing problems, in particular the False Discovery Rate (FDR) control procedures. Recent simulation studies consider only simple correlation structures among variables, which is hardly insp...

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Bibliografiske detaljer
Main Authors: Kim, Kyung In, van de Wiel, Mark A
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2008
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2375137/
https://ncbi.nlm.nih.gov/pubmed/18298808
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-114
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