Additive hazards regression of failure time data with covariate measurement errors

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	Additive hazards regression of failure time data with covariate measurement errors
	Sun, Liuquan; Zhang, Zhigang ; Sun, Jianguo
	2006-11-01
发表期刊	STATISTICA NEERLANDICA
ISSN	0039-0402
卷号	60 期号:4 页码:497-509
摘要	This paper discusses regression analysis of failure time data under the additive hazards model, with covariates subject to measurement errors. In particular, we consider the situation where there may exist only repeated measurements or observations on the covariates with measurement errors, and for which there does not exist any method for inference. A nonparametric-correction approach is proposed for inference about regression parameters and the baseline cumulative hazards function. Both asymptotic and finite sample properties of the proposed estimators are established and the approach is applied to an AIDS clinical trial that motivated this study.
关键词	additive hazards model additive measurement error model estimating equation repeated measurements
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000241197000006
出版者	BLACKWELL PUBLISHING
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/3648
专题	应用数学研究所
通讯作者	Sun, Liuquan
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100080, Peoples R China 2.Oklahoma State Univ, Dept Stat, Stillwater, OK 74074 USA 3.Univ Missouri, Dept Stat, Columbia, MO 65211 USA
推荐引用方式 GB/T 7714	Sun, Liuquan,Zhang, Zhigang,Sun, Jianguo. Additive hazards regression of failure time data with covariate measurement errors[J]. STATISTICA NEERLANDICA,2006,60(4):497-509.
APA	Sun, Liuquan,Zhang, Zhigang,&Sun, Jianguo.(2006).Additive hazards regression of failure time data with covariate measurement errors.STATISTICA NEERLANDICA,60(4),497-509.
MLA	Sun, Liuquan,et al."Additive hazards regression of failure time data with covariate measurement errors".STATISTICA NEERLANDICA 60.4(2006):497-509.