This course will provide an introduction to simulation-based methods that are commonly used in microeconometrics. The emphasis will be Bayesian, although we will also contrast posterior analysis with maximum likelihood estimation. Despite the technical content, the course begins with an introduction to the Bayesian paradigm and introduces key concepts and vernacular