Estimating Cumulative Treatment Effect Under an Additive Hazards Model

doi:10.1007/s11424-020-0067-z

CORC > 数学与系统科学研究院 > 中国科学院数学与系统科学研究院 > 应用数学研究所

	Estimating Cumulative Treatment Effect Under an Additive Hazards Model
	Lu Xiaoliang 1; Zhang Baoxue 1; Sun Liuquan 2
刊名	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
	2021-01-12
页码	11
关键词	Additive hazards model cumulative hazards survival data time-dependent effect
ISSN号	1009-6124
DOI	10.1007/s11424-020-0067-z
英文摘要	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.
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
语种	英语
出版者	SPRINGER HEIDELBERG
WOS记录号	WOS:000608140200030
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/58021]
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
推荐引用方式 GB/T 7714	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.