Nontransitivity in a class of weighted logrank statistics under nonproportional hazards

被引:9
|
作者
Gillen, Daniel L.
Emerson, Scott S.
机构
[1] Univ Calif Irvine, Dept Stat, Irvine, CA 92697 USA
[2] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
关键词
censored data; clinical trials; logrank statistic; nonproportional hazards; transitivity;
D O I
10.1016/j.spl.2006.06.001
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
Transitivity is an important property of any statistic applied in the setting of multi-arm clinical trials and non-inferiority trials where active-controls are used. The G(rho,gamma) class of weighted logrank statistics for right-censored survival data as proposed by Fleming and Harrington [1991. Counting Processes and Survival Analysis. Wiley, New York] is often used to improve efficiency in the setting of nonproportional hazards. These statistics utilize a weighting scheme based upon the combined Kaplan-Meier estimate of survival for all comparison groups. Members of this class include the usual logrank statistic as well as the generalized Wilcoxon statistic. It is demonstrated that all useful members of this class exhibit nontransitivity. We propose a general modification of the G(rho,gamma) statistic which asymptotically achieves transitivity. (c) 2006 Elsevier B.V. All rights reserved.
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页码:123 / 130
页数:8
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