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Estimating Cumulative Treatment Effect Under an Additive Hazards Model
Lu Xiaoliang1; Zhang Baoxue1; Sun Liuquan2
2021-01-12
发表期刊JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN1009-6124
页码11
摘要In clinical and epidemiologic studies of time to event, the treatment effect is often of direct interest, and the treatment effect is not constant over time. In this paper, the authors propose an estimator for the cumulative hazard difference under a stratified additive hazards model. The asymptotic properties of the resulting estimator are established, and the finite-sample properties are examined through simulation studies. An application to a liver cirrhosis data set from the Copenhagen Study Group for Liver Diseases is provided.
关键词Additive hazards model cumulative hazards survival data time-dependent effect
DOI10.1007/s11424-020-0067-z
收录类别SCI
语种英语
资助项目National Natural Science Foundation of China[11671268] ; National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015] ; Key Laboratory of RCSDS, CAS[2008DP173182]
WOS研究方向Mathematics
WOS类目Mathematics, Interdisciplinary Applications
WOS记录号WOS:000608140200030
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/58022
专题应用数学研究所
通讯作者Sun Liuquan
作者单位1.Capital Univ Econ & Business, Sch Stat, Beijing 100070, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
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Lu Xiaoliang,Zhang Baoxue,Sun Liuquan. Estimating Cumulative Treatment Effect Under an Additive Hazards Model[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2021:11.
APA Lu Xiaoliang,Zhang Baoxue,&Sun Liuquan.(2021).Estimating Cumulative Treatment Effect Under an Additive Hazards Model.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,11.
MLA Lu Xiaoliang,et al."Estimating Cumulative Treatment Effect Under an Additive Hazards Model".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY (2021):11.
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