On Pairwise and Mutual Independence: Characterizations of Rectangular Distributions

Abstract Examples are given of three absolutely continuous random variables X, Y, and Z, which are identically distributed, pairwise but not mutually independent, and for which Z is a simple function of X + Y. These are shown to provide characterizations of the absolutely continuous rectangular distributions. The results carry over to the discrete rectangular distributions.