Brownian Motion, Martingales, and Stochastic Calculus
Gaussian variables and Gaussian processes. Brownian motion. Filtrations and martingales. Continuous semimartingales. Stochastic integration. General theory of Markov processes. Brownian motion and partial differential equations. Stochastic differential equations. Local times. The monotone class lemma. Discrete martingales. References.