ABSTRACT
Karl Pearson is credited with having been the first to recognize that deviations in distribution from the normal could, for the most part, be characterized by differences in the third and fourth standardized moments. It follows naturally that formal testing for normality could be accomplished by evaluating sample moments and comparing them to theoretical moments. This required knowledge of the distribution of the sample moments under normality.
