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Joint analysis of recurrent event data with a dependent terminal event

文献类型：期刊论文

作者Ye, Peng1; Dai, Jiajia2; Zhu, Jun3
刊名JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
出版日期2017-12-01
卷号30期号:6页码:1443-1458
关键词Additive hazards model estimating equation frailty recurrent events terminal event
ISSN号1009-6124
DOI10.1007/s11424-017-6097-5
英文摘要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.
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
语种英语
WOS记录号WOS:000417719900013
出版者SPRINGER HEIDELBERG
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/27025]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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