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Semiparametric transformation models of survival-out-of-hospital

文献类型：期刊论文

作者Sun, Xiaowei3; Zeng, Cheng2; Sun, Liuquan1,2
刊名STATISTICS AND ITS INTERFACE
出版日期2022
卷号15期号:4页码:487-501
关键词Estimating equations Multiple imputation Recurrent event Terminal event Transformation model Survival-out-of-hospital
ISSN号1938-7989
英文摘要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.
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
语种英语
WOS记录号WOS:000766683200007
出版者INT PRESS BOSTON, INC
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/60151]  
专题应用数学研究所
通讯作者Sun, Liuquan
作者单位1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
2.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100190, Peoples R China
3.Beijing Jiaotong Univ, Sch Sci, Dept Math, Beijing 100044, 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.

入库方式： OAI收割

来源：数学与系统科学研究院

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