Suggestive Textbooks
Huntington-Klein, N. (2021), The Effect: An Introduction to Research Design and Causality
Scott Cunningham (2020), Causal Inference: The Mixtape
Alberto Abadie1 and Matias D. Cattaneo (2018), Econometric Methods for Program Evaluation
Angrist and Pischke (2016), Mastering Metrics: The Path from Cause to Effect (MM)
Angrist and Pischke (2009), Mostly Harmless Econometrics (MHE)
Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani (2017), An Introduction to Statistical Learning with Applications in R
Learning Resources
Class Data
You can get access to the data or program used in this class through this link
Class Slides
2/28
Holiday
3/6
Preview Videos on The Effect
Ep 21: Treatment Effects
3/13
Preview Videos on The Effect
Ep 35: Matching
Ep 37: Distance Matching
Ep 38: Propensity Score Matching
STATA Section
3/20
Regression and Causal Inference
Preview Videos on The Effect
Ep 27: Reading Regression Tables
Ep 29: Polynomials in Regression
Ep 30: Logarithms in Regression
Ep 31: Categorical Predictors
Ep 32: Interaction Terms
3/27
Preview Videos on The Effect
Compulsory Office Hour 1 (During 4/3 week)
Homework 1 (due on 4/24)
Latex Template
4/10
Difference-in-Differences Design
Preview Videos on The Effect
4/17
Preview Videos on The Effect
R Section
Reading Group Presentation (3-4 people)
4/24
Preview Videos on The Effect
5/1
Homework 2 (due on 6/2)
5/8
Preview Videos on The Effect
Reading Group Presentation (3-4 people)
5/15
Guidelines for Final Presentation
Choose presentation date: link
5/16, 5/20 and 5/22
Compulsory Office Hour 2
Guideline
Please book a slot: here
Please upload your slides: here
6/5
Reading Group Presentation 2