Control of the False Discovery Proportion for Independently Tested Null Hypotheses

Consider the multiple testing problem of testing m null hypotheses H1,…,Hm, among which m0 hypotheses are truly null. Given the P-values for each hypothesis, the question of interest is how to combine the P-values to find out which hypotheses are false nulls and possibly to make a statistical infere...

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Bibliographic Details
Main Authors: Yongchao Ge, Xiaochun Li
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2012/320425