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Analyzing the general biased data by additive risk model

文献类型：期刊论文

作者Li YanFeng1; Ma HuiJuan2; Wang DeHui1; Zhou Yong3,4
刊名SCIENCE CHINA-MATHEMATICS
出版日期2017-04-01
卷号60期号:4页码:685-700
关键词additive risk model unified method length-biased data case-cohort design
ISSN号1674-7283
DOI10.1007/s11425-015-0383-5
英文摘要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.
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
语种英语
WOS记录号WOS:000399055000008
出版者SCIENCE PRESS
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/25257]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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