Fully order restricted multi-arm multi-stage clinical trial design

被引:0
作者
Kanapka, Lauren [1 ]
Ivanova, Anastasia [1 ,2 ]
机构
[1] Univ N Carolina, Dept Biostat, Chapel Hill, NC USA
[2] Univ N Carolina, Dept Biostat, CB 7420, Chapel Hill, NC 27599 USA
关键词
multi-arm multi-stage; isotonic estimation; order restricted inference; Williams' test; DOSE LEVELS; MULTIPLE; HOMOGENEITY;
D O I
10.1002/sim.9767
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We consider a multi-arm trial with two or more active treatments plus a control where it is reasonable to assume an order for the treatment effects of the active arms compared to control. For example, the arms could be a high dose and low dose of a new drug and a placebo. The objective of the trial is to compare each active arm to control while maintaining strong control of the type 1 error rate. We show that when the study is powered to identify all promising treatments, a design that uses the order of the treatment effects to calculate the test statistic and to set the order of testing requires a smaller sample size than a design where each active arm is tested against the control arm independently. Under the considered settings, the sample size for a single-stage trial and a two-stage trial was reduced by at least 20%.
引用
收藏
页码:3050 / 3066
页数:17
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