Estimation in partly linear error-in-covariable models with censored data

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	Estimation in partly linear error-in-covariable models with censored data
	Wang, QH; Zhu, LX
	2001
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN	0361-0926
卷号	30 期号:1 页码:41-54
摘要	This paper studies the estimation issues in a partly linear model with error-in-covariable and censored response. The proposed estimators of the parameter and nonparametric function in the model are respectively proved to be asymptotically normal and weak consistent with an optimal rate. A simulation study is conducted to compare the proposed estimator of the parameter with its related estimators in terms of their biases and standard deviations.
关键词	asymptotic normality optimal convergent rate random censoring
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000170041300004
出版者	MARCEL DEKKER INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/16470
专题	应用数学研究所
作者单位	1.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China 2.Peking Univ, Beijing 100871, Peoples R China 3.Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Wang, QH,Zhu, LX. Estimation in partly linear error-in-covariable models with censored data[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2001,30(1):41-54.
APA	Wang, QH,&Zhu, LX.(2001).Estimation in partly linear error-in-covariable models with censored data.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,30(1),41-54.
MLA	Wang, QH,et al."Estimation in partly linear error-in-covariable models with censored data".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 30.1(2001):41-54.