Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data

doi:10.1002/cjs.11319

CORC > 上海财经大学 > 上海财经大学

	Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data
	Wang, Yixin 1,2; Zhou, Zhefang 3; Zhou, Xiao-Hua 4,5; Zhou, Yong 1,2
刊名	CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE
	2017-06
卷号	45 期号:2 页码:220-250
关键词	Cox model length-bias quantile residual lifetime model right-censoring
ISSN号	0319-5724
DOI	10.1002/cjs.11319
英文摘要	Quantile residual lifetime models are often of concern in survival analysis, especially when studying a chronic or irreversible disease like dementia. In the past several decades residual life models have been studied extensively with right-censored survival data. However these methods are not suitable to analyze the length-biased and right-censored data from the prevalent cohort sampling. In this article we propose nonparametric and semiparametric model-based procedures to estimate the quantile residual lifetime with censored length-biased data. Two test statistics are established for comparing the quantile residual lifetimes of two groups, evaluated, respectively, on ratio and difference in terms of type I error probabilities and powers. Some simulations are conducted to compare the proposed method with existing approaches. Real dementia data from the National Alzheimer's Coordinating Center are used to illustrate the proposed estimation methods by estimating the quantile residual lifetimes of the dementia patients. The Canadian Journal of Statistics 45: 220-250; 2017 (c) 2017 Statistical Society of Canada
WOS研究方向	Mathematics
语种	英语
出版者	WILEY
WOS记录号	WOS:000400027400006
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/975]
专题	上海财经大学
通讯作者	Zhou, Yong
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China; 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 3.Beijing Normal Univ Hong Kong Baptist Univ, United Int Coll, Zhuhai 519085, Guangdong, Peoples R China; 4.Univ Washington, Dept Biostat, Seattle, WA 98195 USA; 5.US Dept Vet Affairs, Biostat Unit, Seattle Med Ctr, Seattle, WA 98104 USA
推荐引用方式 GB/T 7714	Wang, Yixin,Zhou, Zhefang,Zhou, Xiao-Hua,et al. Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data[J]. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE,2017,45(2):220-250.
APA	Wang, Yixin,Zhou, Zhefang,Zhou, Xiao-Hua,&Zhou, Yong.(2017).Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data.CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE,45(2),220-250.
MLA	Wang, Yixin,et al."Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data".CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 45.2(2017):220-250.