Proposes an adaptive algorithm based on an ancillary statistics that selects an analysis-of-variance (ANOVA)/robust analysis-of-variance (RANOVA) procedure for either symmetric or asymmetric data distributions, and for equal or unequal sample sizes. Normality and homogeneity assumptions of traditional ANOVA; Simulation of alternatives to ANOVA.