Characterization Theorems for Some Univariate Probability Distributions

Abstract

Suppose that one is dealing with a bivariate distribution of random variablesXandYwhere only the conditional distribution ofXgivenX + Yis known. What can be said of the marginal distributions ofXandY? This paper attempts to answer this question for situations involving certain univariate distributions known in the statistical literature.