Maximum Z Scores and Outliers

The magnitude of Z(n), the Z score associated with the largest value of X in a data set of size n, is shown to be bounded above by (n . 1)/.n.As a result, outliers defined as values exceeding four standard deviations from the mean cannot exist for small data sets.