Adaptive Sample Size Calculations in Group Sequential Trials

Summary. A method for group sequential trials that is based on the inverse normal method for combining the results of the separate stages is proposed. Without exaggerating the Type I error rate, this method enables data‐driven sample size reassessments during the course of the study. It uses the stopping boundaries of the classical group sequential tests. Furthermore, exact test procedures may be derived for a wide range of applications. The procedure is compared with the classical designs in terms of power and expected sample size.

[1]  C. Stein A Two-Sample Test for a Linear Hypothesis Whose Power is Independent of the Variance , 1945 .

[2]  S. Pocock Group sequential methods in the design and analysis of clinical trials , 1977 .

[3]  P. O'Brien,et al.  A multiple testing procedure for clinical trials. , 1979, Biometrics.

[4]  David L. DeMets,et al.  Group sequential methods for clinical trials with a one-sided hypothesis , 1980 .

[5]  S J Pocock,et al.  Interim analyses for randomized clinical trials: the group sequential approach. , 1982, Biometrics.

[6]  David L. DeMets,et al.  Asymmetric group sequential boundaries for monitoring clinical trials , 1982 .

[7]  K. K. Lan,et al.  Discrete sequential boundaries for clinical trials , 1983 .

[8]  L. Hedges,et al.  Statistical Methods for Meta-Analysis , 1987 .

[9]  A. Tsiatis,et al.  Approximately optimal one-parameter boundaries for group sequential trials. , 1987, Biometrics.

[10]  Christopher Jennison,et al.  Interim analyses: the repeated confidence interval approach , 1989 .

[11]  Michael A. Proschan,et al.  Effects of assumption violations on type I error rate in group sequential monitoring , 1992 .

[12]  P. Bauer,et al.  Evaluation of experiments with adaptive interim analyses. , 1994, Biometrics.

[13]  M A Proschan,et al.  Designed extension of studies based on conditional power. , 1995, Biometrics.

[14]  Peter Bauer,et al.  On the Power of Fisher's Combination Test for Two Stage Sampling in the Presence of Nuisance Parameters , 1996 .

[15]  W J Shih,et al.  Modifying the design of ongoing trials without unblinding. , 1998, Statistics in medicine.

[16]  G Wassmer,et al.  A comparison of two methods for adaptive interim analyses in clinical trials. , 1998, Biometrics.

[17]  W. Lehmacher,et al.  Antibacterial and sebosuppressive efficacy of a combination of chloramphenicol and pale sulfonated shale oil. Multicentre, randomized, vehicle-controlled, double-blind study on 91 acne patients with acne papulopustulosa (Plewig and Kligman's grade II-III). , 1998, Arzneimittel-Forschung.

[18]  Gernot Wassmer Group Sequential Monitoring with Arbitrary Inspection Times , 1999 .