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Causal Inference Resources



  • 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​

Introduction to Causal Inference Video Playlist

(Warning: Production value is low)

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