A class of partially linear transformation models for recurrent gap times

doi:10.1080/03610926.2017.1313986

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	A class of partially linear transformation models for recurrent gap times
	Han, Miao 1; Han, Dongxiao 2; Sun, Liuquan2
	2018
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN	0361-0926
卷号	47 期号:3 页码:739-766
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.
关键词	Estimating equations Gap times Local polynomials Partially linear transformation models Recurrent events
DOI	10.1080/03610926.2017.1313986
语种	英语
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
WOS类目	Statistics & Probability
WOS记录号	WOS:000423624000016
出版者	TAYLOR & FRANCIS 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/29463
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.