Stochastic Calculus in Financial Engineering

Catalog description

Review of probability theory, sigma algebras, filtrations, Gaussian processes, properties of Brownian motion, martingales, stopping times, Gambler's ruin, Ito calculus, stochastic differential equations, time change for martingales, Girsanov's Theorem, selected applications to mathematical finance; simulations incorporated at the discretion of the instructor.