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

doi:10.1016/j.csda.2008.09.021

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	Confidence intervals for a common mean with missing data with applications in an AIDS study
	Liang, Hua 1; Su, Haiyan 1; Zou, Guohua 2
	2008-12-15
发表期刊	COMPUTATIONAL STATISTICS & DATA ANALYSIS
ISSN	0167-9473
卷号	53 期号:2 页码:546-553
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.
DOI	10.1016/j.csda.2008.09.021
语种	英语
WOS研究方向	Computer Science ; Mathematics
WOS类目	Computer Science, Interdisciplinary Applications ; Statistics & Probability
WOS记录号	WOS:000261670000027
出版者	ELSEVIER SCIENCE BV
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/5641
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.