KMS Of Academy of mathematics and systems sciences, CAS
Nonparametric estimate of conditional quantile residual lifetime for right censored data | |
Liu, Yutao1; Lin, Cunjie2,3; Zhou, Yong4,5,6 | |
2019 | |
发表期刊 | STATISTICS AND ITS INTERFACE |
ISSN | 1938-7989 |
卷号 | 12期号:1页码:61-70 |
摘要 | A nonparametric approach is proposed to estimate the quantile residual lifetime at a given time while considering the effect of covariates. An estimating equation is constructed and a local Kaplan-Meier estimator is employed to incorporate the covariates in the equation while leaving the distribution of survival time unspecified. Asymptotic properties including both consistency and asymptotic normality of the proposed estimator are established and a resampling method is proposed to estimate the asymptotic variance. Simulation studies are conducted to assess the finite-sample performance of the estimator, and an HIV survival data is analyzed using the proposed method. |
关键词 | Local Kaplan-Meier estimate Quantile residual lifetime Right censored data |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[11701561] ; National Natural Science Foundation of China[11401603] ; Fundamental Research Funds for the Central Universities[QL 18009] ; Discipline Foundation of Central University of Finance and Economics[CUFESAM201811] ; MOE Project of Key Research Institute of Humanities and Social Sciences at Universities[16JJD910002] ; fund for building world-class universities (disciplines) of Renmin University of China ; State Key Program of National Natural Science Foundation of China[71331006] ; State Key Program in the Major Research Plan of National Natural Science Foundation of China[91546202] |
WOS研究方向 | Mathematical & Computational Biology ; Mathematics |
WOS类目 | Mathematical & Computational Biology ; Mathematics, Interdisciplinary Applications |
WOS记录号 | WOS:000460758600006 |
出版者 | INT PRESS BOSTON, INC |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/33344 |
专题 | 应用数学研究所 |
通讯作者 | Lin, Cunjie |
作者单位 | 1.Cent Univ Finance & Econ, Sch Stat & Math, Beijing 100081, Peoples R China 2.Renmin Univ China, Ctr Appl Stat, Beijing, Peoples R China 3.Renmin Univ China, Sch Stat, Beijing 100872, Peoples R China 4.East China Normal Univ, Inst Stat & Interdisciplinary Sci, Fac Econ & Management, Shanghai 200241, Peoples R China 5.East China Normal Univ, Sch Stat, Fac Econ & Management, Shanghai 200241, Peoples R China 6.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | Liu, Yutao,Lin, Cunjie,Zhou, Yong. Nonparametric estimate of conditional quantile residual lifetime for right censored data[J]. STATISTICS AND ITS INTERFACE,2019,12(1):61-70. |
APA | Liu, Yutao,Lin, Cunjie,&Zhou, Yong.(2019).Nonparametric estimate of conditional quantile residual lifetime for right censored data.STATISTICS AND ITS INTERFACE,12(1),61-70. |
MLA | Liu, Yutao,et al."Nonparametric estimate of conditional quantile residual lifetime for right censored data".STATISTICS AND ITS INTERFACE 12.1(2019):61-70. |
条目包含的文件 | 条目无相关文件。 |
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