A stochastic process (indexed with time) is a collection of random variables (Z(t,ω)) t ɛℝ+ defined on some probability space (ΩA, IP) which takes values in some state space Z. The parameter t is interpreted as time, the state space Z will be either a finite or denumerable set or the euclidean space ℝd