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A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events
Sun, Xiaowei1,2; Ding, Jieli3; Sun, Liuquan1,2
2020-07-01
发表期刊LIFETIME DATA ANALYSIS
ISSN1380-7870
卷号26期号:3页码:471-492
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.
关键词Additive rates model Estimating equations Recurrent events Terminal event Weighted composite endpoint
DOI10.1007/s10985-019-09486-w
收录类别SCI
语种英语
WOS研究方向Mathematics
WOS类目Mathematics, Interdisciplinary Applications ; Statistics & Probability
WOS记录号WOS:000535415700002
出版者SPRINGER
引用统计
文献类型期刊论文
条目标识符http://ir.amss.ac.cn/handle/2S8OKBNM/51507
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
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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.
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