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Quantile regression for competing risks analysis under case-cohort design

文献类型：期刊论文

作者Fan, Caiyun1; Ma, Huijuan2; Zhou, Yong3,4
刊名JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
出版日期2018
卷号88期号:6页码:1060-1080
关键词Augment inverse probability weighted case-cohort design competing risks estimating equation inverse probability weighted quantile regression
ISSN号0094-9655
DOI10.1080/00949655.2017.1419352
英文摘要The case-cohort design brings cost reduction in large cohort studies. In this paper, we consider a nonlinear quantile regression model for censored competing risks under the case-cohort design. Two different estimation equations are constructed with or without the covariates information of other risks included, respectively. The large sample properties of the estimators are obtained. The asymptotic covariances are estimated by using a fast resampling method, which is useful to consider further inferences. The finite sample performance of the proposed estimators is assessed by simulation studies. Also a real example is used to demonstrate the application of the proposed methods.
资助项目National Natural Science Foundation of Tianyuan[11626155] ; Shanghai Pujiang Program[16PJC041] ; National Institutes of Health[R01 HL113548] ; National Natural Science Foundation of China[71331006] ; State Key Program in the Major Research Plan of National Natural Science Foundation of China[91546202] ; National Center for Mathematics and Interdisciplinary Sciences (NCMIS) ; Key Laboratory of RCSDS, AMSS, CAS[2008DP173182] ; Shanghai University of Finance and Economics[IRTSHUFE13122402]
WOS研究方向Computer Science ; Mathematics
语种英语
WOS记录号WOS:000424426000003
出版者TAYLOR & FRANCIS LTD
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/29486]  
专题应用数学研究所
通讯作者Ma, Huijuan
作者单位1.Shanghai Univ Int Business & Econ, Sch Stat & Informat, Shanghai, Peoples R China
2.East China Normal Univ, Sch Stat, Shanghai, Peoples R China
3.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, 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,Ma, Huijuan,Zhou, Yong. Quantile regression for competing risks analysis under case-cohort design[J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION,2018,88(6):1060-1080.
APA Fan, Caiyun,Ma, Huijuan,&Zhou, Yong.(2018).Quantile regression for competing risks analysis under case-cohort design.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION,88(6),1060-1080.
MLA Fan, Caiyun,et al."Quantile regression for competing risks analysis under case-cohort design".JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 88.6(2018):1060-1080.

入库方式： OAI收割

来源：数学与系统科学研究院

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