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Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation study

文献类型：期刊论文

作者Wang, QH; Wolfgang, H
刊名SCIENCE IN CHINA SERIES A-MATHEMATICS
出版日期2004-12-01
卷号47期号:6页码:921-939
关键词confidence intervals error-in-response validation data
ISSN号1006-9283
DOI10.1360/03ys0148
英文摘要In this paper, linear errors-in-response models are considered in the presence of validation data on the responses. A serniparametric dimension reduction technique is employed to define an estimator of beta with asymptotic normality, the estimated empirical loglikelihoods and the adjusted empirical loglikelihoods for the vector of regression coefficients and linear combinations of the regression coefficients, respectively. The estimated empirical log-likelihoods are shown to be asymptotically distributed as weighted sums of independent X-1(2) and the adjusted empirical loglikelihoods are proved to be asymptotically distributed as standard chi-squares, respectively.
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000227041700012
出版者SCIENCE CHINA PRESS
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/740]  
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 150080, Peoples R China
3.Humboldt Univ, Ctr Appl Stat & Econ, D-10178 Berlin, Germany
推荐引用方式
GB/T 7714		 Wang, QH,Wolfgang, H. Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation study[J]. SCIENCE IN CHINA SERIES A-MATHEMATICS,2004,47(6):921-939.
APA Wang, QH,&Wolfgang, H.(2004).Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation study.SCIENCE IN CHINA SERIES A-MATHEMATICS,47(6),921-939.
MLA Wang, QH,et al."Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation study".SCIENCE IN CHINA SERIES A-MATHEMATICS 47.6(2004):921-939.

入库方式： OAI收割

来源：数学与系统科学研究院

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