Analyzing the general biased data by additive risk model

doi:10.1007/s11425-015-0383-5

CSpace > 应用数学研究所

	Analyzing the general biased data by additive risk model
	Li YanFeng 1; Ma HuiJuan 2; Wang DeHui 1; Zhou Yong3,4
	2017-04-01
发表期刊	SCIENCE CHINA-MATHEMATICS
ISSN	1674-7283
卷号	60 期号:4 页码:685-700
摘要	This paper proposes a unified semiparametric method for the additive risk model under general biased sampling. By using the estimating equation approach, we propose both estimators of the regression parameters and nonparametric function. An advantage is that our approach is still suitable for the lengthbiased data even without the information of the truncation variable. Meanwhile, large sample properties of the proposed estimators are established, including consistency and asymptotic normality. In addition, the finite sample behavior of the proposed methods and the analysis of three groups of real data are given.
关键词	additive risk model unified method length-biased data case-cohort design
DOI	10.1007/s11425-015-0383-5
语种	英语
资助项目	National Institutes of Health of USA[R01 HL113548] ; National Natural Science Foundation of China[11271155] ; National Natural Science Foundation of China[11371168] ; National Natural Science Foundation of China[J1310022] ; National Natural Science Foundation of China[11571138] ; National Natural Science Foundation of China[11501241] ; National Natural Science Foundation of China[71271128] ; Science and Technology Research Program of Education Department in Jilin Province for the 12th Five-Year Plan[440020031139] ; Jilin Province Natural Science Foundation[20130101066JC] ; Jilin Province Natural Science Foundation[20130522102JH] ; Jilin Province Natural Science Foundation[20150520053JH] ; State Key Program of National Natural Science Foundation of China[71331006] ; National Center for Mathematics and Interdisciplinary Sciences ; Shanghai University of Finance and Economics
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:000399055000008
出版者	SCIENCE PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/25258
专题	应用数学研究所
通讯作者	Wang DeHui
作者单位	1.Jilin Univ, Coll Math, Changchun 130012, Peoples R China 2.Emory Univ, Dept Biostat & Bioinformat, Atlanta, GA 30322 USA 3.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Li YanFeng,Ma HuiJuan,Wang DeHui,et al. Analyzing the general biased data by additive risk model[J]. SCIENCE CHINA-MATHEMATICS,2017,60(4):685-700.
APA	Li YanFeng,Ma HuiJuan,Wang DeHui,&Zhou Yong.(2017).Analyzing the general biased data by additive risk model.SCIENCE CHINA-MATHEMATICS,60(4),685-700.
MLA	Li YanFeng,et al."Analyzing the general biased data by additive risk model".SCIENCE CHINA-MATHEMATICS 60.4(2017):685-700.