Course overview
This course will introduce students to advanced aspects of stochastic processes.
Course learning outcomes
- Understand and use martingales and stopping times to calculate quantities of interest from discrete-time Markov chains
- Use the coupling method to prove probabilistic statements
- Describe the construction of the Ito integral
- Formulate stochastic models of physical and financial systems