Regression analysis of multivariate recurrent event data with time-varying covariate effects

doi:10.1016/j.jmva.2009.08.001

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	Regression analysis of multivariate recurrent event data with time-varying covariate effects
	Sun, Liuquan2 ; Zhu, Liang 1; Sun, Jianguo 3
	2009-11-01
发表期刊	JOURNAL OF MULTIVARIATE ANALYSIS
ISSN	0047-259X
卷号	100 期号:10 页码:2214-2223
摘要	Recurrent event data occur in many fields and many approaches have been proposed for their analyses (Andersen et al. (1993) [1]; Cook and Lawless (2007) [3]). However, most of the available methods allow only time-independent covariate effects, and sometimes this may not be true. In this paper, we consider regression analysis of multivariate recurrent event data in which some covariate effects may be time-dependent. For the problem, we employ the marginal modeling approach and, especially, estimating equation-based inference procedures are developed. Both asymptotic and finite-sample properties of the proposed estimates are established and an illustrative example is provided. (C) 2009 Elsevier Inc. All rights reserved.
关键词	Event history study Marginal models Recurrent event data Time-varying coefficients
DOI	10.1016/j.jmva.2009.08.001
语种	英语
资助项目	National Natural Science Foundation of China[10731010] ; National Natural Science Foundation of China[10721101] ; National Basic Research Program of China (973 Program)[2007CB814902]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000274975200006
出版者	ELSEVIER 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/8355
专题	应用数学研究所
通讯作者	Zhu, Liang
作者单位	1.St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN 38105 USA 2.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100080, Peoples R China 3.Univ Missouri, Dept Stat, Columbia, MO 65203 USA
推荐引用方式 GB/T 7714	Sun, Liuquan,Zhu, Liang,Sun, Jianguo. Regression analysis of multivariate recurrent event data with time-varying covariate effects[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2009,100(10):2214-2223.
APA	Sun, Liuquan,Zhu, Liang,&Sun, Jianguo.(2009).Regression analysis of multivariate recurrent event data with time-varying covariate effects.JOURNAL OF MULTIVARIATE ANALYSIS,100(10),2214-2223.
MLA	Sun, Liuquan,et al."Regression analysis of multivariate recurrent event data with time-varying covariate effects".JOURNAL OF MULTIVARIATE ANALYSIS 100.10(2009):2214-2223.