Causal Inference Resources

 

Notes

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• 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 

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Practice Problems

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• Regression

  • Problems​

  • Associated datasets: 1, 2, 3

• Difference-in-Differences/Fixed Effects​

  • Problems​

  • Associated datasets: 1, 2, 3

• Instrumental Variables/Regression Discontinuity​

  • Problems​

  • Associated datasets: 1, 2