Power-transformed linear regression on quantile residual life for censored competing risks data

doi:10.1080/03610926.2014.950873

CORC > 上海财经大学 > 上海财经大学

	Power-transformed linear regression on quantile residual life for censored competing risks data
	Fan, Caiyun 1,2; Zhang, Feipeng 3; Zhou, Yong 2,4
刊名	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
	2016
卷号	45 期号:20 页码:5884-5905
关键词	Box-Cox transformation Competing risks Empirical process Quantile residual life 62N01 62N02
ISSN号	0361-0926
DOI	10.1080/03610926.2014.950873
英文摘要	This paper proposes a power-transformed linear quantile regression model for the residual lifetime of competing risks data. The proposed model can describe the association between any quantile of a time-to-event distribution among survivors beyond a specific time point and the covariates. Under covariate-dependent censoring, we develop an estimation procedure with two steps, including an unbiased monotone estimating equation for regression parameters and cumulative sum processes for the Box-Cox transformation parameter. The asymptotic properties of the estimators are also derived. We employ an efficient bootstrap method for the estimation of the variance-covariance matrix. The finite-sample performance of the proposed approaches are evaluated through simulation studies and a real example.
WOS研究方向	Mathematics
语种	英语
出版者	TAYLOR & FRANCIS INC
WOS记录号	WOS:000381578700002
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1386]
专题	上海财经大学
通讯作者	Zhang, Feipeng
作者单位	1.Shanghai Univ Int Business & Econ, Sch Stat & Informat, Shanghai, Peoples R China; 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, Peoples R China; 3.Hunan Univ, Sch Finance & Stat, 109 Shijiachong Rd, Changsha 410006, Hunan, Peoples R China; 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Fan, Caiyun,Zhang, Feipeng,Zhou, Yong. Power-transformed linear regression on quantile residual life for censored competing risks data[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2016,45(20):5884-5905.
APA	Fan, Caiyun,Zhang, Feipeng,&Zhou, Yong.(2016).Power-transformed linear regression on quantile residual life for censored competing risks data.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,45(20),5884-5905.
MLA	Fan, Caiyun,et al."Power-transformed linear regression on quantile residual life for censored competing risks data".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 45.20(2016):5884-5905.