By the Choquet theorem, distributions of random closed sets can be characterized by a certain class of set functions called capacity functionals. In this paper a generalization to the multivariate case is presented, that is, it is proved that the joint distribution of finitely many random sets can be characterized by a set function fulfilling certain properties. Furthermore, we use this result to formulate an existence theorem for set-valued stochastic processes.
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