Academic Catalog

IAM522 STOCHASTIC CALCULUS FOR FINANCE

Course Code: 9700522
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Institute Of Applied Mathematics
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Prof.Dr. ALÝ DEVÝN SEZER
Offered Semester: Fall or Spring Semesters.
Prerequisite: Set 1: 9700541
The course set above should be completed before taking IAM522 STOCHASTIC CALCULUS FOR FINANCE .

Course Content

Discrete-time models: trading strategies. self-financing strategies. admissible strategies. arbitrage. martingales and viable markets. complete markets and option pricing. Optimal stopping problem and American options: Stopping time. Snell envelope. American options. European options. Brownian motion and stochastic differential equations: Brownian motion. martingales. stochastic integral and Itô calculus. Ornstein-Uhlenbeck process. stochastic differential equations. The Black-Scholes model: the behavior of prices. self-financing strategies. the Girsanov theorem. pricing and hedging of options. hedging of calls and puts. American options. perpetual puts. Option pricing and partial differential equations: European option pricing and diffusions. partial differential equations and computation of expectations. numerical solutions. application to American option. Interest rate models: modeling principles. some classical models. Asset models with jumps: Poison process. dynamics of risky assets. pricing and hedging of options. Simulation and algorithms for financial models.