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Regression analysis of multivariate recurrent event data with time-varying covariate effects
Sun, Liuquan2; Zhu, Liang1; Sun, Jianguo3
2009-11-01
Source PublicationJOURNAL OF MULTIVARIATE ANALYSIS
ISSN0047-259X
Volume100Issue:10Pages:2214-2223
AbstractRecurrent 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.
KeywordEvent history study Marginal models Recurrent event data Time-varying coefficients
DOI10.1016/j.jmva.2009.08.001
Language英语
Funding ProjectNational Natural Science Foundation of China[10731010] ; National Natural Science Foundation of China[10721101] ; National Basic Research Program of China (973 Program)[2007CB814902]
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000274975200006
PublisherELSEVIER INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/8355
Collection应用数学研究所
Corresponding AuthorZhu, Liang
Affiliation1.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
Recommended Citation
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.
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