KMS Of Academy of mathematics and systems sciences, CAS
| Semiparametric transformation models of survival-out-of-hospital | |
Sun, Xiaowei1; Zeng, Cheng2; Sun, Liuquan2,3
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| 2022 | |
| Source Publication | STATISTICS AND ITS INTERFACE
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| ISSN | 1938-7989 |
| Volume | 15Issue:4Pages:487-501 |
| Abstract | 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. |
| Keyword | Estimating equations Multiple imputation Recurrent event Terminal event Transformation model Survival-out-of-hospital |
| Indexed By | SCI |
| Language | 英语 |
| Funding Project | 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 Research Area | Mathematical & Computational Biology ; Mathematics |
| WOS Subject | Mathematical & Computational Biology ; Mathematics, Interdisciplinary Applications |
| WOS ID | WOS:000766683200007 |
| Publisher | INT PRESS BOSTON, INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/60152 |
| Collection | 应用数学研究所 |
| Corresponding Author | Sun, Liuquan |
| Affiliation | 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 |
| Recommended Citation 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. |
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