Course: MATH 544. Stochastic Processes (3)
Prerequisite: MATH 340. Markov chains, first step analysis, recurrent and transient states, stationary and limiting distributions, random walks, branching processes, Poisson and birth and death processes, renewal theory, martingales, introduction to Brownian motion and related Gaussian processes.