FDR control under block dependence

doi:10.1080/03610918.2016.1205609

CORC > 上海财经大学 > 上海财经大学

	FDR control under block dependence
	Zhao, Haibing 1,2; Fung, Wing Kam 3
刊名	COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
	2017
卷号	46 期号:8 页码:6468-6474
关键词	Block dependence FDR control Multiple comparison Power Separate analysis
ISSN号	0361-0918
DOI	10.1080/03610918.2016.1205609
英文摘要	In practical settings such as microarray data analysis, multiple hypotheses with dependence within but not between equal-sized blocks often need to be tested. We consider an adaptive BH procedure to test the hypotheses. Under the condition of positive regression dependence on a subset of the true null hypotheses, the proposed adaptive procedure is shown to control the false discovery rate. The proposed approach is compared to the existing methods in simulation under block dependence and totally uniform pairwise dependence. It is observed that the proposed method performs better than the existing methods in several situations.
WOS研究方向	Mathematics
语种	英语
出版者	TAYLOR & FRANCIS INC
WOS记录号	WOS:000415033700037
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1076]
专题	上海财经大学
通讯作者	Zhao, Haibing
作者单位	1.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 2.Shanghai Univ Finance & Econ, Shanghai Key Lab Financial Informat Technol, Shanghai, Peoples R China; 3.Univ Hong Kong, Dept Stat & Actuarial Sci, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Haibing,Fung, Wing Kam. FDR control under block dependence[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION,2017,46(8):6468-6474.
APA	Zhao, Haibing,&Fung, Wing Kam.(2017).FDR control under block dependence.COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION,46(8),6468-6474.
MLA	Zhao, Haibing,et al."FDR control under block dependence".COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 46.8(2017):6468-6474.