MATH 131B Advanced Probability Theory

Classical probability theory. Random variables, expectation and moments, independence. The major families of distributions and their properties; characteristic functions, infinite divisibility. Limit theorems on sums of random variables, random walks, Markov processes, Martingales, ruin.