A kernel-assisted imputation estimating method for the additive hazards model with missing censoring indicator | |
Qiu, Zhiping1,2; Chen, Xiaoping2,3; Zhou, Yong2,4 | |
刊名 | STATISTICS & PROBABILITY LETTERS
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2015-03 | |
卷号 | 98页码:89-97 |
关键词 | Additive hazards model Imputation Kernel smoothing Missing at random Missing data |
ISSN号 | 0167-7152 |
DOI | 10.1016/j.spl.2014.12.006 |
英文摘要 | In this paper, a nonparametric imputation method is developed for the additive hazards model when the censoring indicator is missing at random (MAR). The asymptotic properties of the proposed estimator are derived and the performance of the proposed estimator is demonstrated by a numerical simulation. (C) 2015 Elsevier B.V. All rights reserved. |
WOS研究方向 | Mathematics |
语种 | 英语 |
出版者 | ELSEVIER SCIENCE BV |
WOS记录号 | WOS:000350516800014 |
内容类型 | 期刊论文 |
源URL | [http://10.2.47.112/handle/2XS4QKH4/1584] ![]() |
专题 | 上海财经大学 |
通讯作者 | Zhou, Yong |
作者单位 | 1.Huaqiao Univ, Sch Math Sci, Quanzhou 362021, Peoples R China; 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 3.Fujian Normal Univ, Sch Math & Comp Sci, Fuzhou 350108, 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 | Qiu, Zhiping,Chen, Xiaoping,Zhou, Yong. A kernel-assisted imputation estimating method for the additive hazards model with missing censoring indicator[J]. STATISTICS & PROBABILITY LETTERS,2015,98:89-97. |
APA | Qiu, Zhiping,Chen, Xiaoping,&Zhou, Yong.(2015).A kernel-assisted imputation estimating method for the additive hazards model with missing censoring indicator.STATISTICS & PROBABILITY LETTERS,98,89-97. |
MLA | Qiu, Zhiping,et al."A kernel-assisted imputation estimating method for the additive hazards model with missing censoring indicator".STATISTICS & PROBABILITY LETTERS 98(2015):89-97. |
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