Slides

Difference in Differences II

Double / Debiased Machine Learning

ECON 526: Quantitative Economics with Data Science Applications

Introduction to Causality, notebook
- Reading: Chapter 2 of Chernozhukov et al. (2024) or Chapter 1 of Facure (2022)
Uncertainty Quantification, notebook
- Chapter 3 of Fac…

Fixed Effects

Instrumental Variables

Introduction to Causality and Potential Outcomes

Introduction to Difference in Differences

Linear Regression

Matching

Neural Networks

Regression Discontinuity

Synthetic Control

Treatment Heterogeneity and Conditional Effects

Uncertainty Quantification