Conglomerability and Finitely Additive Representations

We prove results concerning the representation of a given distribution by means of a given random quantity. The existence of a solution to this problem is related to the notion of conglomerability, originally introduced by Dubins to study finitely additive conditional probability. We show that this property has many interesting applications in probability as well as in analysis.