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Causal Effects via Propensity Scores - Introduction and Python Implementation

Causal Effects via Propensity Scores - Introduction and Python Implementation

Shaw Talebi via YouTube Direct link

Observational vs Interventional Studies -

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Observational vs Interventional Studies -

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Causal Effects via Propensity Scores - Introduction and Python Implementation

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  1. 1 Introduction -
  2. 2 Observational vs Interventional Studies -
  3. 3 Propensity Score -
  4. 4 3 Propensity Score-based Methods -
  5. 5 1 Matching -
  6. 6 2 Stratification -
  7. 7 3 Inverse Probability of Treatment Weighting -
  8. 8 Example: ATE of Grad on Income -
  9. 9 Word of Caution -

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