Semiparametric transformation models of survival-out-of-hospital

CSpace > 应用数学研究所

	Semiparametric transformation models of survival-out-of-hospital
	Sun, Xiaowei 1; Zeng, Cheng 2; Sun, Liuquan2,3
	2022
发表期刊	STATISTICS AND ITS INTERFACE
ISSN	1938-7989
卷号	15 期号:4 页码:487-501
摘要	Recurrent event data with a terminal event commonly arise in biomedical studies, and the survival-out-of-hospital process is a useful alternative framework for the analysis of recurrent/terminal event data with non-negligible event duration. In this article, we propose a class of semiparametric transformation models for the survival-out-of-hospital process, and the proposed models offer great flexibility in formulating covariate effects on the probability of survival-outof-hospital. Estimating equation approaches are developed for the model parameters, and the asymptotic properties of the resulting estimators are established. The finite sample performance of the proposed estimators is examined through simulation studies. An application to a Centers for Medicare and Medicaid Services study is provided.
关键词	Estimating equations Multiple imputation Recurrent event Terminal event Transformation model Survival-out-of-hospital
收录类别	SCI
语种	英语
资助项目	Fundamental Research Funds for the Central Universities[2021JBM045] ; National Natural Science Foundation of China[12171463] ; National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015]
WOS研究方向	Mathematical & Computational Biology ; Mathematics
WOS类目	Mathematical & Computational Biology ; Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000766683200007
出版者	INT PRESS BOSTON, INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/60152
专题	应用数学研究所
通讯作者	Sun, Liuquan
作者单位	1.Beijing Jiaotong Univ, Sch Sci, Dept Math, Beijing 100044, Peoples R China 2.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Sun, Xiaowei,Zeng, Cheng,Sun, Liuquan. Semiparametric transformation models of survival-out-of-hospital[J]. STATISTICS AND ITS INTERFACE,2022,15(4):487-501.
APA	Sun, Xiaowei,Zeng, Cheng,&Sun, Liuquan.(2022).Semiparametric transformation models of survival-out-of-hospital.STATISTICS AND ITS INTERFACE,15(4),487-501.
MLA	Sun, Xiaowei,et al."Semiparametric transformation models of survival-out-of-hospital".STATISTICS AND ITS INTERFACE 15.4(2022):487-501.