Operating Characteristics for Group Sequential Trials Monitored Under Fractional Brownian Motion

被引:7
作者
Zhang, Qiang [1 ]
Lai, Dejian [2 ,3 ]
机构
[1] Amer Coll Radiol, Philadelphia, PA 19103 USA
[2] Univ Texas Houston, Sch Publ Hlth, Houston, TX USA
[3] Jiangxi Univ Finance & Econ, Fac Stat, Nanchang, Peoples R China
关键词
Brownian motion; Fractional Brownian motion; Group sequential trial; TESTS;
D O I
10.1080/03610911003615824
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
Brownian motion has been used to derive stopping boundaries for group sequential trials, however, when we observe dependent increment in the data, fractional Brownian motion is an alternative to be considered to model such data. In this article we compared expected sample sizes and stopping times for different stopping boundaries based on the power family alpha spending function under various values of Hurst coefficient. Results showed that the expected sample sizes and stopping times will decrease and power increases when the Hurst coefficient increases. With same Hurst coefficient, the closer the boundaries are to that of O'Brien-Fleming, the higher the expected sample sizes and stopping times are; however, power has a decreasing trend for values start from H=0.6 (early analysis), 0.7 (equal space), 0.8 (late analysis). We also illustrate study design changes using results from the BHAT study.
引用
收藏
页码:705 / 712
页数:8
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