The lectures will cover the following topics.
- Markov chains: basic definitions
- Stopping times and the strong Markov property
- Atomic chains
- General irreducible chains
- Feller kernels
- Ergodic theory and the law of large numbers
- Central limit theorems and the Poisson equation
- Geometric ergodicity and Foster-Lyapunov conditions