Probability density estimation for survival data with censoring indicators missing at random
文献类型：期刊论文
| 作者 | Wang, Qihua1,2 ; Liu, Wei3; Liu, Chunling2
|
| 刊名 | JOURNAL OF MULTIVARIATE ANALYSIS
 |
| 出版日期 | 2009-05-01 |
| 卷号 | 100期号:5页码:835-850 |
| 关键词 | Asymptotic normality Strong consistency Bandwidth selection Mean-squared error Missing at random |
| ISSN号 | 0047-259X |
| DOI | 10.1016/j.jmva.2008.09.004 |
| 英文摘要 | In this paper, some nonparametric approaches of density function estimation are developed when censoring indicators are missing at random. A conditional mean score based estimator and a mean score estimator are Suggested, respectively. The two estimators are proved to be asymptotically normal and uniformly strongly consistent. The bandwidth selection problem is also discussed. A simulation study is conducted to compare finite-sample behaviors of the proposed estimators. (C) 2008 Elsevier Inc. All rights reserved. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000263983200003 |
| 出版者 | ELSEVIER INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/9057]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Wang, Qihua |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Univ Hong Kong, Dept Stat & Actuarial Sci, Pokfulam, Peoples R China 3.York Univ, Dept Math & Stat, Toronto, ON M3J 1P3, Canada |
| 推荐引用方式 GB/T 7714 | Wang, Qihua,Liu, Wei,Liu, Chunling. Probability density estimation for survival data with censoring indicators missing at random[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2009,100(5):835-850. |
| APA | Wang, Qihua,Liu, Wei,&Liu, Chunling.(2009).Probability density estimation for survival data with censoring indicators missing at random.JOURNAL OF MULTIVARIATE ANALYSIS,100(5),835-850. |
| MLA | Wang, Qihua,et al."Probability density estimation for survival data with censoring indicators missing at random".JOURNAL OF MULTIVARIATE ANALYSIS 100.5(2009):835-850. |
入库方式： OAI收割
来源：数学与系统科学研究院
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