Discovering Statistics Using IBM SPSS Statistics: North American Edition

by Andy Field

in the absence of normality, violations of homoscedasticity will affect F even when group sizes are equal (Wilcox, 2010, 2012, 2016), and when means are equal the error rate (which should be 5%) can be as high as 18%.