A class of additive-accelerated means regression models for recurrent event data

doi:10.1007/s11425-010-4111-7

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	A class of additive-accelerated means regression models for recurrent event data
	Liu Li 1; Mu XiaoYun 2; Sun LiuQuan2
刊名	SCIENCE CHINA-MATHEMATICS
	2010-12-01
卷号	53 期号:12 页码:3139-3151
关键词	additive-accelerated means model counting process marginal model model checking recurrent events
ISSN号	1674-7283
DOI	10.1007/s11425-010-4111-7
英文摘要	In this article, we propose a class of additive-accelerated means regression models for analyzing recurrent event data. The class includes the proportional means model, the additive rates model, the accelerated failure time model, the accelerated rates model and the additive-accelerated rate model as special cases. The new model offers great flexibility in formulating the effects of covariates on the mean functions of counting processes while leaving the stochastic structure completely unspecified. For the inference on the model parameters, estimating equation approaches are derived and asymptotic properties of the proposed estimators are established. In addition, a technique is provided for model checking. The finite-sample behavior of the proposed methods is examined through Monte Carlo simulation studies, and an application to a bladder cancer study is illustrated.
资助项目	National Natural Science Foundation of China[10731010] ; National Natural Science Foundation of China[10971015] ; National Natural Science Foundation of China[10721101] ; National Basic Research Program of China[2007CB814902] ; Key Laboratory of Random Complex Structures and Data Science, Chinese Academy of Sciences[2008DP173182]
WOS研究方向	Mathematics
语种	英语
出版者	SCIENCE PRESS
WOS记录号	WOS:000285366000009
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/10642]
专题	应用数学研究所
通讯作者	Liu Li
作者单位	1.Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Liu Li,Mu XiaoYun,Sun LiuQuan. A class of additive-accelerated means regression models for recurrent event data[J]. SCIENCE CHINA-MATHEMATICS,2010,53(12):3139-3151.
APA	Liu Li,Mu XiaoYun,&Sun LiuQuan.(2010).A class of additive-accelerated means regression models for recurrent event data.SCIENCE CHINA-MATHEMATICS,53(12),3139-3151.
MLA	Liu Li,et al."A class of additive-accelerated means regression models for recurrent event data".SCIENCE CHINA-MATHEMATICS 53.12(2010):3139-3151.