scunning1975 / python-mixtape

Python resources for Causal Inference: The Mixtape

This repository contains the Python code for the book, Causal Inference: The Mixtape.

Chapters:

1. Probability and Regression
2. Directed Acyclical Graphs
3. Potential Outcomes
4. Matching and Subclassification
5. Regression Discontinuity
6. Instrumental Variables
7. Panel Data
8. Difference-in-differences
9. Synthetic Control