KMS Of Academy of mathematics and systems sciences, CAS
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 |
ISSN | 1380-7870 |
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 |
DOI | 10.1007/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 |
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. |
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