A nonparametric test for interval-censored failure time data with unequal censoring

被引:2
|
作者
Zhu, Chao [2 ]
Yuen, Kam C. [3 ]
Sun, Jianguo [1 ,4 ]
Zhao, Xingqiu [5 ]
机构
[1] Univ Missouri, Dept Stat, Columbia, MO 65211 USA
[2] Bristol Myers Squibb Co, Wallingford, CT 06492 USA
[3] Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
[4] Univ Missouri, Dept Stat, Columbia, MO 65211 USA
[5] McMaster Univ, Dept Math & Stat, Hamilton, ON, Canada
关键词
interval-censored data; linear functional; two sample comparison; unequal censoring;
D O I
10.1080/03610920801893590
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
This article considers nonparametric comparison of survival functions, one of the most commonly required task in survival studies. For this, several test procedures have been proposed for interval-censored failure time data in which distributions of censoring intervals are identical among different treatment groups. Sometimes the distributions may depend on treatments and thus not be the same. A class of test statistics is proposed for situations where the distributions may be different for subjects in different treatment groups. The asymptotic normality of the test statistics is established and the test procedure is evaluated by simulations, which suggest that it works well for practical situations. An illustrative example is provided.
引用
收藏
页码:1895 / 1904
页数:10
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