 Relative to a factorial design, under an analysis of variance, a main effect test will test the hypotheses expected such as H0, the null hypothesis.Running a hypothesis for a main effect will test whether there is evidence of an effect of different treatments.However a main effect test is nonspecific and will not allow for a localization of specific mean pairwise comparisons (simple effects).