Likelihood-based imputation inference for mean functionals in the presence of missing responses

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	Likelihood-based imputation inference for mean functionals in the presence of missing responses
	Wang, QH
	2004-09-01
发表期刊	ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS
ISSN	0020-3157
卷号	56 期号:3 页码:403-414
摘要	This paper considers a semiparametric model which parameterizes only the conditional density of a response given covariates and allows the marginal distribution of the covariates to be completely arbitrary when responses are missing. Different estimators with asymptotic normality for the mean of the response variable are derived, respectively, in the two cases where auxiliary information is available or not. The resulting asymptotic behaviors show that the use of auxiliary information improves inference via empirical likelihood approach.
关键词	asymptotic efficiency missing response resampling imputation
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000224480700001
出版者	KLUWER ACADEMIC PUBL
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/19152
专题	应用数学研究所
通讯作者	Wang, QH
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Heilongjiang Univ, Harbin 150008, Peoples R China
推荐引用方式 GB/T 7714	Wang, QH. Likelihood-based imputation inference for mean functionals in the presence of missing responses[J]. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS,2004,56(3):403-414.
APA	Wang, QH.(2004).Likelihood-based imputation inference for mean functionals in the presence of missing responses.ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS,56(3),403-414.
MLA	Wang, QH."Likelihood-based imputation inference for mean functionals in the presence of missing responses".ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS 56.3(2004):403-414.