
Markov chains: definitions, classification, limit behaviour

Martingales: conditional expectations, optional stopping theorem

Poisson processes: properties, compound Poisson processes

Continuous Time Markov Chains: transition probabilities, limiting behaviour

Renewal Theory: laws of large numbers

Brownian Motion: random walks, properties, application to option pricing
