The notes cover several topics such as Measure Theory, Discrete Time Martingales, Discrete Time Option Pricing, Continuous Time, Martingales, Stochastic Integrals, Stochastic Calculus, Stochastic Differential Equations, Option Pricing in Continuous Time, Random Measures, Stochastic Calculus.
A.W. van der Vaart