A simple and robust method for partially matched samples using the p-values pooling approach

被引:15
|
作者
Kuan, Pei Fen [1 ,2 ]
Huang, Bo [3 ]
机构
[1] Univ N Carolina, Dept Biostat, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
[3] Pfizer Inc, Oncol Business Unit, Groton, CT 06340 USA
关键词
meta-analysis; weighted Z-test; microarray; false discovery rate; COMBINING PROBABILITIES; INCOMPLETE DATA; EFFECT SIZE; DISTRIBUTIONS; METAANALYSIS; TESTS;
D O I
10.1002/sim.5758
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper focuses on statistical analyses in scenarios where some samples from the matched pairs design are missing, resulting in partially matched samples. Motivated by the idea of meta-analysis, we recast the partially matched samples as coming from two experimental designs and propose a simple yet robust approach based on the weighted Z-test to integrate the p-values computed from these two designs. We show that the proposed approach achieves better operating characteristics in simulations and a case study, compared with existing methods for partially matched samples. Copyright (c) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:3247 / 3259
页数:13
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