Teaching

Stata

Stata notes that I give new Stata users are here. 

Advanced Econometrics

Slides regarding fairly advanced techniques are below. 

Assumptions in Fixed Effects and First Differences 

GMM

MLE

Kernels

Synthetic Control (in the context of Andersson's 2019 paper)

Introductory Econometrics

In Winter and Spring 2021, I taught EC281 at Northwestern, which is an introductory econometrics course. Slides are below.
Intro to OLS   

Interpreting OLS

Properties of OLS 

Variance of Beta 

R-squared and Constants 

OVB, Multiple Regression, Selection 

More on Multiple Regression 

Hypothesis Testing 

Gauss-Markov Theorem 

Dummy Variables and Measurement Error 

Simultaneity and Missing Data  

Interactions and Time Series 

Panel Data  

Instrumental Variables 

Probit, Logit, and the Linear Probability Model 

Regression Discontinuity 

Diff-in-Diff 

Slides that describe major methods of estimating production functions are below. Some general notes on production functions are here.

Early methods  (including dynamic panel methods)

Olley and Pakes  

Levinsohn and Petrin  

Ackerberg, Caves, and Frazer               

Gandhi, Navarro, and Rivers