Confidence intervals for a common mean with missing data with applications in an AIDS study

doi:10.1016/j.csda.2008.09.021

	Confidence intervals for a common mean with missing data with applications in an AIDS study
	Liang, Hua 1; Su, Haiyan 1; Zou, Guohua 2
刊名	COMPUTATIONAL STATISTICS & DATA ANALYSIS
	2008-12-15
卷号	53 期号:2 页码:546-553
ISSN号	0167-9473
DOI	10.1016/j.csda.2008.09.021
英文摘要	In practical data analysis, nonresponse phenomenon frequently occurs. In this paper, we propose an empirical likelihood based confidence interval for a common mean by combining the imputed data, assuming that data are missing completely at random. Simulation studies show that such confidence intervals perform well, even when the missing proportion is high. Our method is applied to an analysis of a real data set from an AIDS clinic trial study. (C) 2008 Elsevier B.V. All rights reserved.
WOS研究方向	Computer Science ; Mathematics
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000261670000027
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/5640]
专题	中国科学院数学与系统科学研究院
通讯作者	Liang, Hua
作者单位	1.Univ Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USA 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Liang, Hua,Su, Haiyan,Zou, Guohua. Confidence intervals for a common mean with missing data with applications in an AIDS study[J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS,2008,53(2):546-553.
APA	Liang, Hua,Su, Haiyan,&Zou, Guohua.(2008).Confidence intervals for a common mean with missing data with applications in an AIDS study.COMPUTATIONAL STATISTICS & DATA ANALYSIS,53(2),546-553.
MLA	Liang, Hua,et al."Confidence intervals for a common mean with missing data with applications in an AIDS study".COMPUTATIONAL STATISTICS & DATA ANALYSIS 53.2(2008):546-553.