Small sample properties of the method proposed by Brunner et al. (1997) for performing two-way analysis of variance are compared to those of the normal based ANOVA method for factorial arrangements. Different effect sizes, sample sizes, and error structures are utilized in a simulation study to compare type I error rates and power of the two methods. An SAS program is also presented to assist those wishing to implement the Brunner method to real data.
Richter, Scott J. and Payton, Mark E.
"Performing Two-Way Analysis of Variance Under Variance Heterogeneity,"
Journal of Modern Applied Statistical Methods: Vol. 2
, Article 13.
Available at: http://digitalcommons.wayne.edu/jmasm/vol2/iss1/13