Estimating a treatment effect with the accelerated hazards models

被引:6
作者
Chen, YQ
Wang, MC
机构
[1] Univ Calif Berkeley, Sch Publ Hlth, Dept Biostat, Berkeley, CA 94720 USA
[2] Johns Hopkins Univ, Sch Hyg & Publ Hlth, Dept Biostat, Baltimore, MD 21205 USA
来源
CONTROLLED CLINICAL TRIALS | 2000年 / 21卷 / 04期
关键词
accelerated failure time model; hazard function; proportional hazards model; randomized clinical trials; regression models; scale change; survival time;
D O I
10.1016/S0197-2456(00)00063-5
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
In randomized clinical trials, when the outcome of interest is time to event, the proportional hazards model or the accelerated failure time model is often used to identify a treatment effect, In this article, we discuss a simple alternative called the accelerated hazards model in which the treatment effect is characterized as the hazard progression time ratio, when the treatment is believed to accelerate or decelerate the underlying hazard progression through time. Survival data from an actual randomized placebo-controlled trial, which evaluates the effectiveness of biodegradable polymers with carmustine to treat malignant gliomas, is used for illustration. (C) Elsevier Science Inc. 2000.
引用
收藏
页码:369 / 380
页数:12
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