KMS Of Academy of mathematics and systems sciences, CAS
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. |
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