Lecture Notes
Distributional Catalog
Introduction: Bayes Basics (Complete notes, review prior to class)Basic Prior-Posterior Analysis: Conjugate ModelsBayesian Analysis of the Linear Regression ModelPoint EstimationHypothesis TestingMethods of Direct Simulation #1Methods of Direct Simulation #2MCMC Basics and Gibbs Sampling IntroductionThe Metropolis-Hastings AlgorithmGibbs Sampling in Linear Models #1Gibbs Sampling in Linear Models #2
Mixture Models
Latent Variable Models #1Endogeneity
A cool shirt you can order online:
and, as you can see, it comes with a picture of a frog too!!!!