Sample size determination for group sequential test under fractional Brownian motion

被引:2
|
作者
Lai, Dejian [1 ,2 ]
机构
[1] Univ Texas Houston, Sch Publ Hlth, Houston, TX 77030 USA
[2] Jiangxi Univ Finance & Econ, Fac Stat, Nanchang, Peoples R China
来源
关键词
Brownian Motion; clinical trials; fractional Brownian motion; group sequential design; hurst coefficient; CLINICAL-TRIALS;
D O I
10.1214/13-EJS830
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
Many clinical trials are monitored through interim analysis. Group sequential tests are popular statistical tools for interim analysis. Sample size determination for interim analysis under group sequential setting is studied in comparing to the design without interim analysis. The effects on sample size determination were examined for both classic and fractional Brownian motion of the monitoring statistic. Selective results were obtained for two commonly used error spending functions with various conditions. The results showed that the drift parameter was generally smaller when H > 0.5 under fractional Brownian motion and would lead to smaller sample sizes. The R code for carrying out the computation is also provided.
引用
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页码:1957 / 1967
页数:11
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