Equal Variance

This is a requirement for standard statistical analyses, where error variance within groups must be equal. The reason for this requirement is that group error variances are averaged together to form one common error term for statistical testing. If variances are unequal, this common error term will not accurately measure differences among groups.

see Levene test and transformation