Joint analysis of recurrent event data with a dependent terminal event

doi:10.1007/s11424-017-6097-5

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	Joint analysis of recurrent event data with a dependent terminal event
	Ye, Peng 1; Dai, Jiajia 2; Zhu, Jun 3
	2017-12-01
发表期刊	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN	1009-6124
卷号	30 期号:6 页码:1443-1458
摘要	Recurrent event data frequently occur in many longitudinal studies, and the observation on recurrent events could be stopped by a terminal event such as death. This paper considers joint modeling and analysis of recurrent event and terminal event data through a common subject-specific frailty, in which the proportional intensity model is used for modeling the recurrent event process and the additive hazards model is used for modeling the terminal event time. Estimating equation approaches are developed for parameter estimation and asymptotic properties of the resulting estimators are established. In addition, some procedures are presented for model checking. The finite sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a heart failure study is provided.
关键词	Additive hazards model estimating equation frailty recurrent events terminal event
DOI	10.1007/s11424-017-6097-5
语种	英语
资助项目	National Natural Science Foundation of China[11601080] ; National Natural Science Foundation of China[11361015] ; "the Fundamental Research Funds for the Central Universities" in UIBE[15QD16]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000417719900013
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/27026
专题	中国科学院数学与系统科学研究院
通讯作者	Ye, Peng
作者单位	1.Univ Int Business & Econ, Sch Stat, Beijing 100029, Peoples R China 2.Guizhou Univ, Sch Math & Stat, Guiyang 550025, Guizhou, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Ye, Peng,Dai, Jiajia,Zhu, Jun. Joint analysis of recurrent event data with a dependent terminal event[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2017,30(6):1443-1458.
APA	Ye, Peng,Dai, Jiajia,&Zhu, Jun.(2017).Joint analysis of recurrent event data with a dependent terminal event.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,30(6),1443-1458.
MLA	Ye, Peng,et al."Joint analysis of recurrent event data with a dependent terminal event".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 30.6(2017):1443-1458.