abstract: The multivariate version of the Mixed Tempered Stable is proposed. It is a generalization of the Normal Variance Mean Mixtures. Characteristics of this new distribution and its capacity in capturing fat tails are discussed. This is an important feature, in particular, if we work with financial data. We introduce estimation and random-number generating procedures. The advantages of this new distribution are discussed and illustrated via simulation studies