KMS Of Academy of mathematics and systems sciences, CAS
| Probability density estimation for survival data with censoring indicators missing at random | |
Wang, Qihua1,2 ; Liu, Wei3; Liu, Chunling2
| |
| 2009-05-01 | |
| Source Publication | JOURNAL OF MULTIVARIATE ANALYSIS
 |
| ISSN | 0047-259X |
| Volume | 100Issue:5Pages:835-850 |
| Abstract | 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. |
| Keyword | Asymptotic normality Strong consistency Bandwidth selection Mean-squared error Missing at random |
| DOI | 10.1016/j.jmva.2008.09.004 |
| Language | 英语 |
| WOS Research Area | Mathematics |
| WOS Subject | Statistics & Probability |
| WOS ID | WOS:000263983200003 |
| Publisher | ELSEVIER INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/9058 |
| Collection | 应用数学研究所 |
| Corresponding Author | Wang, Qihua |
| Affiliation | 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 |
| Recommended Citation 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. |
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