Estimation of linear error-in-covariables models with validation data under random censorship

doi:10.1006/jmva.1999.1869

CSpace > 应用数学研究所

	Estimation of linear error-in-covariables models with validation data under random censorship
	Wang, QH
	2000-08-01
发表期刊	JOURNAL OF MULTIVARIATE ANALYSIS
ISSN	0047-259X
卷号	74 期号:2 页码:245-266
摘要	Consider the linear models of the form Y = X(tau)beta + epsilon with the response Y censored randomly on the right and X measured erroneously. Without specifying any error models, in this paper, a semiparametric method is applied to the estimation of the parametric vector beta with the help of proper validation data. For the proposed estimator, an asymptotic representation is established and the asymptotic normality is also proved. (C) 2000 Academic Press. AMS 1991 subject classifications: primary, 62F05, 62J05; secondary, 62G05, 62E20.
关键词	linear model validation data random censoring asymptotic normality
DOI	10.1006/jmva.1999.1869
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000088797300004
出版者	ACADEMIC PRESS 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/15452
专题	应用数学研究所
通讯作者	Wang, QH
作者单位	1.Beijing Univ, Dept Stat & Probabil, Beijing 100871, Peoples R China 2.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wang, QH. Estimation of linear error-in-covariables models with validation data under random censorship[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2000,74(2):245-266.
APA	Wang, QH.(2000).Estimation of linear error-in-covariables models with validation data under random censorship.JOURNAL OF MULTIVARIATE ANALYSIS,74(2),245-266.
MLA	Wang, QH."Estimation of linear error-in-covariables models with validation data under random censorship".JOURNAL OF MULTIVARIATE ANALYSIS 74.2(2000):245-266.