Weighted p-value procedures for controlling FDR of grouped hypotheses

doi:10.1016/j.jspi.2014.04.004

CORC > 上海财经大学 > 上海财经大学

	Weighted p-value procedures for controlling FDR of grouped hypotheses
	Zhao, Haibing 1,2; Zhang, Jiajia 3
刊名	JOURNAL OF STATISTICAL PLANNING AND INFERENCE
	2014-08-01
卷号	151 页码:90-106
关键词	Grouped data Weighted p-values FDR control Multiple comparisons
ISSN号	0378-3758
DOI	10.1016/j.jspi.2014.04.004
英文摘要	In this paper, we consider the multiple testing problems for grouped hypotheses. Two procedures are proposed based on weighted p-values, where the weights for p-values are obtained by maximizing a power-related objective function. We find that the proposed procedures can control the false discovery rate asymptotically, and are more powerful than existing methods asymptotically. We further examine their performances with extensive simulations. For illustration, we apply the proposed methods to the adequate yearly progress data. (C) 2014 Elsevier B.V. All rights reserved.
WOS研究方向	Mathematics
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000338597200006
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1718]
专题	上海财经大学
通讯作者	Zhang, Jiajia
作者单位	1.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 2.Minist Educ, Key Lab Math Econ SUFE, Shanghai 200433, Peoples R China; 3.Univ S Carolina, Dept Epidemiol & Biostat, Columbia, SC 29208 USA
推荐引用方式 GB/T 7714	Zhao, Haibing,Zhang, Jiajia. Weighted p-value procedures for controlling FDR of grouped hypotheses[J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE,2014,151:90-106.
APA	Zhao, Haibing,&Zhang, Jiajia.(2014).Weighted p-value procedures for controlling FDR of grouped hypotheses.JOURNAL OF STATISTICAL PLANNING AND INFERENCE,151,90-106.
MLA	Zhao, Haibing,et al."Weighted p-value procedures for controlling FDR of grouped hypotheses".JOURNAL OF STATISTICAL PLANNING AND INFERENCE 151(2014):90-106.