I've a syllabus like that..
Markov chains with finite and countable state space. Classification of states. Limiting behavior of n state transition probabilities. Stationary distribution. Branching process. Random walk. Gambler’s ruin problem. Markov processes in continuous time. Poisson’s process Partial correlation. Multiple correlation. Advanced theory of linear estimation