Markov property and transition functions. Feller processes. Strong Markov property. Martingale problem and stochastic differential equations, relation with partial differential equations. Diffusion ...
Topics include: the first and second moment methods, martingales, concentration inequalities, branching processes, percolation, and Markov chains. Examples will be drawn from random structure and ...