Reaction times were simulated for examining the power of six methods for multiple testing, as a function of sample size and departures from normality. Power estimates were low for all methods for non-normal distributions. With normal distributions, even for small sample sizes, satisfactory power estimates were observed, especially for FDR-based procedures.
Pastore, Massimiliano; Nucci, Massimo; and Galfano, Giovanni
"Comparing Different Methods for Multiple Testing in Reaction Time Data,"
Journal of Modern Applied Statistical Methods:
1, Article 10.
Available at: http://digitalcommons.wayne.edu/jmasm/vol7/iss1/10