Quantile estimation for left truncated and right censored data

被引:0
作者
Zhou, X [1 ]
Sun, LQ
Ren, HB
机构
[1] Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
[2] Acad Sinica, Inst Appl Math, Beijing 100080, Peoples R China
[3] Beijing Univ, Dept Stat & Probabil, Beijing 100871, Peoples R China
关键词
asymptotic normality; Berry-Esseen type bound; quantile function; kernel estimation; truncated and censored data;
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper we study the estimation of a quantile function based on left truncated and right censored data by the kernel smoothing method. Asymptotic normality and a Berry-Esseen type bound for the kernel quantile estimator are derived. Monte Carlo studies are conducted to compare the proposed estimator with the PL-quantile estimator.
引用
收藏
页码:1217 / 1229
页数:13
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