[2023 Spring] POLS GA 1251 Quant II

Announcements and Resources

Lecture slides

  • 1 introduction [pdf]
  • 2 identification analysis with potential outcomes and DAGs [pdf]
  • 3 statistical inference for descriptive quantities 1 [pdf]
  • 4 statistical inference for descriptive quantities 2 [pdf]
  • 5 statistical inference for causal quantities [pdf]
  • 6 conditioning to identify causal effects [pdf]
  • 7 multiple regression [pdf]
  • 8 matching and weighting [pdf]
  • 9 instrumental variables basics [pdf]
  • 10 instrumental variables extensions [pdf]
  • 11 front door criterion [pdf]

Homework

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