Flexibly Monitoring Group Sequential Survival Trials When Testing Is Based Upon a Weighted Log-Rank Statistic

被引:3
作者
Brummel, Sean S. [1 ]
Gillen, Daniel L. [2 ]
机构
[1] Harvard Univ, Sch Publ Hlth, Ctr Biostat AIDS Res, Boston, MA 02115 USA
[2] Univ Calif Irvine, Dept Stat, Irvine, CA USA
来源
SEQUENTIAL ANALYSIS-DESIGN METHODS AND APPLICATIONS | 2014年 / 33卷 / 01期
关键词
Constrained boundaries; Group sequential; Information; Monitoring; Nonparametric; Nonproportional hazards; Survival; Weighted log-rank; ZALCITABINE; DIDANOSINE;
D O I
10.1080/07474946.2014.856635
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
We consider the repeated group sequential testing of a survival endpoint with a time-varying treatment effect using a weighted log-rank statistic. The emphasis of this article is on the monitoring of this statistic where information growth is nonlinear. We propose using a constrained boundaries approach to maintain the planned operating characteristics of a group sequential design. A simulation study is presented to demonstrate the operating characteristics of the method together with a case study to illustrate the procedure. We show that when monitoring a weighted log-rank statistic, the entry and survival distribution needs to be estimated at interim analyses.
引用
收藏
页码:39 / 59
页数:21
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