STATS 102C: Introduction to Monte Carlo Methods
Topics
Random number generation
Monte Carlo integration
Importance sampling
Theory of Markov chains
Metropolis algorithm
Gibbs sampler
Textbook: Introducing Monte Carlo Methods with R, by Robert and Casella (2010).
Prerequiste: STATS 100A and B