Maximum Likelihood and Bayesian Inference (Week 8) Topics Likelihood definition Maximum likelihood estimation Bayes' theorem Bayesian inference Prior specification Markov chain Monte Carlo (MCMC) Reading Yang Chapter 4 (4.1, 4.3, 4.5, 4.6) Chapter 6 (6.1-6.3) Chapter 7 (all) Selected readings on Moodle