Probability Theory 1

The lecture adresses classical concepts from probability theory, filling gaps from previous lectures and advancing towards continuous time stochastic processes. We will discuss martingales and their convergence theory (including a proof of the law of large numbers), weak convergence theory (including a proof of the central limit theorem) and then proceed towards the Brownian motion (including the Donsker theorem).