On possible dependence structures of a set of random variables

Abstract

We give a constructive proof of existence of random vectors and discrete-time random processes with arbitrary nonsingular marginal distributions and arbitrary dependence structure. A corollary of this fact regarding Gaussian distributions is also established, as well as some abstract properties of dependence structures. © 2012 Akadémiai Kiadó, Budapest, Hungary.