The nonparametric quantile estimation for length-biased and right-censored data
文献类型：期刊论文
| 作者 | Shi, Jianhua1,2; Ma, Huijuan3; Zhou, Yong4,5
|
| 刊名 | STATISTICS & PROBABILITY LETTERS
 |
| 出版日期 | 2018-03-01 |
| 卷号 | 134页码:150-158 |
| 关键词 | Length-biased data Right-censored data Quantile estimation Bahadur representation |
| ISSN号 | 0167-7152 |
| DOI | 10.1016/j.spl.2017.10.020 |
| 英文摘要 | This paper studies the nonparametric estimator of the quantile function under length biased and right censored data, with the property of length-bias that the residual lifetime share the same distribution as the truncation time. A nonparametric estimator of the quantile function is proposed based on the improved product-limit estimator of distribution function that takes into account the auxiliary information about the length-biased sampling. Asymptotic properties of the estimator are derived, and numerical simulation studies are conducted to assess the performance of the proposed estimator, an application is also given using the Channing house data. (C) 2017 Elsevier B.V. All rights reserved. |
| 资助项目 | Natural Science Foundation of Fujian Province, China[2016J01026] ; National Institutes of Health, USA[R01 HL113548] ; 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] ; National Center for Mathematics and Interdisciplinary Sciences (NCMIS) ; Key Laboratory of RCSDS ; AMSS ; CAS[2008DP173182] ; Innovative Research Team of Shanghai University of Finance and Economics[IRTSHUFE13122402] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000425197600021 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/29691]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Shi, Jianhua |
| 作者单位 | 1.Minnan Normal Univ, Sch Math & Stat, Zhangzhou, Peoples R China 2.Fujian Normal Univ, Fujian Key Lab Math Anal & Applicat, Fuzhou, Fujian, Peoples R China 3.Emory Univ, Dept Biostat & Bioinformat, Atlanta, GA 30322 USA 4.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, Peoples R China 5.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Shi, Jianhua,Ma, Huijuan,Zhou, Yong. The nonparametric quantile estimation for length-biased and right-censored data[J]. STATISTICS & PROBABILITY LETTERS,2018,134:150-158. |
| APA | Shi, Jianhua,Ma, Huijuan,&Zhou, Yong.(2018).The nonparametric quantile estimation for length-biased and right-censored data.STATISTICS & PROBABILITY LETTERS,134,150-158. |
| MLA | Shi, Jianhua,et al."The nonparametric quantile estimation for length-biased and right-censored data".STATISTICS & PROBABILITY LETTERS 134(2018):150-158. |
入库方式： OAI收割
来源：数学与系统科学研究院
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