Probability density estimation for survival data with censoring indicators missing at random

doi:10.1016/j.jmva.2008.09.004

CSpace > 应用数学研究所

	Probability density estimation for survival data with censoring indicators missing at random
	Wang, Qihua1,2 ; Liu, Wei 3; Liu, Chunling 2
	2009-05-01
发表期刊	JOURNAL OF MULTIVARIATE ANALYSIS
ISSN	0047-259X
卷号	100 期号:5 页码:835-850
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.
关键词	Asymptotic normality Strong consistency Bandwidth selection Mean-squared error Missing at random
DOI	10.1016/j.jmva.2008.09.004
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000263983200003
出版者	ELSEVIER 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/9058
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.