Partially linear transformation models with varying coefficients for multivariate failure time data

doi:10.1016/j.jmva.2015.08.008

CORC > 上海财经大学 > 上海财经大学

	Partially linear transformation models with varying coefficients for multivariate failure time data
	Qiu, Zhiping 1,2; Zhou, Yong 2,3
刊名	JOURNAL OF MULTIVARIATE ANALYSIS
	2015-12
卷号	142 页码:144-166
关键词	Transformation model Multivariate failure time Estimating equations Local polynomials Varying-coefficients Delete-a-group jackknife
ISSN号	0047-259X
DOI	10.1016/j.jmva.2015.08.008
英文摘要	This paper studies the estimation and inference of Varying coefficients and parameters in the partially linear transformation models for multivariate failure time data. A profile martingale-based estimating method that includes global and local estimating equations is proposed. Asymptotic properties of the estimators are established. Some numerical simulations are given to show the performance of the estimation method in finite-sample situation. In order to reduce the computational burden, a simple and useful one-step estimator method is used. We further suggest a delete-a-group jackknife method to estimate asymptotic variance of estimators. A real data set from the Busselton Population Health Surveys is analyzed to illustrate the proposed methods. (C) 2015 Elsevier Inc. All rights reserved.
WOS研究方向	Mathematics
语种	英语
出版者	ELSEVIER INC
WOS记录号	WOS:000363821300012
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1432]
专题	上海财经大学
通讯作者	Qiu, Zhiping
作者单位	1.Huaqiao Univ, Sch Math Sci, Quanzhou 362021, Peoples R China; 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Qiu, Zhiping,Zhou, Yong. Partially linear transformation models with varying coefficients for multivariate failure time data[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2015,142:144-166.
APA	Qiu, Zhiping,&Zhou, Yong.(2015).Partially linear transformation models with varying coefficients for multivariate failure time data.JOURNAL OF MULTIVARIATE ANALYSIS,142,144-166.
MLA	Qiu, Zhiping,et al."Partially linear transformation models with varying coefficients for multivariate failure time data".JOURNAL OF MULTIVARIATE ANALYSIS 142(2015):144-166.