Vieira (2006) argues that non-normality of errors affects the efficiency in the estimation
of treatment effects and results in loss of power and, furthermore, there is increased error in
the level of significance of the test. However, that author asserts that small violations of this
assumption does not affect substantially the result of analysis of variance.