1.Let’s take a look at an example when the assumption of a normally distributed outcome variable (“Y”) is violated and not taken into account.

2.We illustrate this with ID# 9 who has an extremely high “Y” value of 100, and notice that the skewness statistic of 3.63 is much larger than the general value of 1.0 used to assess skew.