Inequalities for Sums of Random Variables and the Characterization of Homogeneity

摘要

A number of new inequalities for sums of independent random variables are obtained. Inequalities transform into equalities only for identically distributed variables. Hence, the existence of equalities is a characterization of homogeneity. This can be used in particular to test the hypothesis of homogeneity of several samples.