Elements of Probability Theory

Abstract

This chapter deals with fundamental elements of the probability theory, which must be understood for understanding the other chapters of the course. It presents a short overview on the probability distributions, on the second-order vector-valued random variables, and on some important mathematical results concerning the convergence of sequences of random variables and the central limit theorem.