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A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events

文献类型：期刊论文

作者Sun, Xiaowei1,2; Ding, Jieli3; Sun, Liuquan1,2
刊名LIFETIME DATA ANALYSIS
出版日期2020-07-01
卷号26期号:3页码:471-492
关键词Additive rates model Estimating equations Recurrent events Terminal event Weighted composite endpoint
ISSN号1380-7870
DOI10.1007/s10985-019-09486-w
英文摘要Recurrent event data with a terminal event commonly arise in longitudinal follow-up studies. We use a weighted composite endpoint of all recurrent and terminal events to assess the overall effects of covariates on the two types of events. A semiparametric additive rates model is proposed to analyze the weighted composite event process and the dependence structure among recurrent and terminal events is left unspecified. An estimating equation approach is developed for inference, and the asymptotic properties of the resulting estimators are established. The finite-sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a bladder cancer study is illustrated.
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000535415700002
出版者SPRINGER
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/51506]  
专题应用数学研究所
通讯作者Sun, Liuquan
作者单位1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
3.Wuhan Univ, Sch Math & Stat, Wuhan 430072, Hubei, Peoples R China
推荐引用方式
GB/T 7714		 Sun, Xiaowei,Ding, Jieli,Sun, Liuquan. A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events[J]. LIFETIME DATA ANALYSIS,2020,26(3):471-492.
APA Sun, Xiaowei,Ding, Jieli,&Sun, Liuquan.(2020).A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events.LIFETIME DATA ANALYSIS,26(3),471-492.
MLA Sun, Xiaowei,et al."A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events".LIFETIME DATA ANALYSIS 26.3(2020):471-492.

入库方式： OAI收割

来源：数学与系统科学研究院

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