中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Likelihood-based imputation inference for mean functionals in the presence of missing responses

文献类型:期刊论文

作者Wang, QH
刊名ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS
出版日期2004-09-01
卷号56期号:3页码:403-414
关键词asymptotic efficiency missing response resampling imputation
ISSN号0020-3157
英文摘要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.
语种英语
WOS记录号WOS:000224480700001
出版者KLUWER ACADEMIC PUBL
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/19151]  
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.

入库方式: OAI收割

来源:数学与系统科学研究院

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