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A class of partially linear transformation models for recurrent gap times

文献类型：期刊论文

作者Han, Miao1; Han, Dongxiao2; Sun, Liuquan2
刊名COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
出版日期2018
卷号47期号:3页码:739-766
关键词Estimating equations Gap times Local polynomials Partially linear transformation models Recurrent events
ISSN号0361-0926
DOI10.1080/03610926.2017.1313986
英文摘要In this article, we propose a general class of partially linear transformation models for recurrent gap time data, which extends the linear transformation models by incorporating non linear covariate effects and includes the partially linear proportional hazards and the partially linear proportional odds models as special cases. Both global and local estimating equations are developed to estimate the parametric and non parametric covariate effects, and the asymptotic properties of the resulting estimators are established. The finite-sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a clinic study on chronic granulomatous disease is provided.
资助项目National Natural Science Foundation of China[11601307] ; National Natural Science Foundation of China[11231010] ; National Natural Science Foundation of China[11690015] ; Key Laboratory of RCSDS, CAS[2008DP173182] ; BCMIIS ; IRTSHUFE
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000423624000016
出版者TAYLOR & FRANCIS INC
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/29462]  
专题应用数学研究所
通讯作者Sun, Liuquan
作者单位1.Shanghai Univ Finance & Econ, Sch Stat & Management, Dept Appl Stat, Shanghai, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
推荐引用方式
GB/T 7714		 Han, Miao,Han, Dongxiao,Sun, Liuquan. A class of partially linear transformation models for recurrent gap times[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2018,47(3):739-766.
APA Han, Miao,Han, Dongxiao,&Sun, Liuquan.(2018).A class of partially linear transformation models for recurrent gap times.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,47(3),739-766.
MLA Han, Miao,et al."A class of partially linear transformation models for recurrent gap times".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 47.3(2018):739-766.

入库方式： OAI收割

来源：数学与系统科学研究院

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