Causal Inference Resources

 

Notes

  • Potential outcomes framework notes

  • Interpreting regression coefficients notes

  • Quick summaries of common empirical strategies (adapted from Esther Duflo)

  • Empirical strategies in GIFs (from Nick Huntinton-Klein)

  • Practical guide to event studies (from Andrew Goodman-Bacon)

  • Scott Cunningham's Causal Inference Mixtape 

 

Practice Problems

  • Regression

  • Difference-in-Differences/Fixed Effects​

  • Instrumental Variables/Regression Discontinuity​

Introductory Videos

(Warning: Production value is low)