Book
Introduction to Bayesian Econometrics: A GUIded toolkit using R
Teaching
Undergraduate
Econometrics 101
Microeconometrics
Graduate
Foundations of Econometrics
Presentations:
An Introduction to Asymptotic Theory
M- and Z-Estimators
Least Squares
Maximum Likelihood
Generalized Method of Moments
Bayesian Econometrics
A Brief Summary of Theory
Conceptual Differences Between the Frequentist and Bayesian Inferential Frameworks
Corner Stone Models: Conjugate Families
Simulation Methods
Univariate Models
Multivariate Models
Time Series Models
Panel/Hierarchical Models
Bayesian Model Averaging
Semi-parametric and Non-parametric Models
Bayesian Machine Learning
Causal Inference
Approximate Bayesian Methods