A class of accelerated means regression models for recurrent event data

doi:10.1007/s10985-008-9087-z

CSpace > 应用数学研究所

	A class of accelerated means regression models for recurrent event data
	Sun, Liuquan; Su, Bin
	2008-09-01
发表期刊	LIFETIME DATA ANALYSIS
ISSN	1380-7870
卷号	14 期号:3 页码:357-375
摘要	In this article, we propose a general class of accelerated means regression models for recurrent event data. The class includes the proportional means model, the accelerated failure time model and the accelerated rates 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 developed and both large and final sample properties of the proposed estimators are established. In addition, some graphical and numerical procedures are presented for model checking. An illustration with multiple-infection data from a clinic study on chronic granulomatous disease is also provided.
关键词	counting process marginal model model checking semiparametric model recurrent events
DOI	10.1007/s10985-008-9087-z
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications ; Statistics & Probability
WOS记录号	WOS:000257211200007
出版者	SPRINGER
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/5473
专题	应用数学研究所
通讯作者	Sun, Liuquan
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Sun, Liuquan,Su, Bin. A class of accelerated means regression models for recurrent event data[J]. LIFETIME DATA ANALYSIS,2008,14(3):357-375.
APA	Sun, Liuquan,&Su, Bin.(2008).A class of accelerated means regression models for recurrent event data.LIFETIME DATA ANALYSIS,14(3),357-375.
MLA	Sun, Liuquan,et al."A class of accelerated means regression models for recurrent event data".LIFETIME DATA ANALYSIS 14.3(2008):357-375.