All students should have a good undergraduate knowledge of probability theory, calculus, and integration theory, as e.g. covered in ST206 and MA212. Previous exposure to measure theory is helpful, but ...

Markov chains (discrete and continuous time), processes with jumps; Brownian motion and diffusions; Martingales; stochastic calculus; applications in insurance and finance. Content: Stochastic ...