Causal Effects - Introduction to the Potential Outcomes Framework

Causal Effects - Introduction to the Potential Outcomes Framework

Shaw Talebi via YouTube Direct link

Potential Outcomes Framework -

4 of 10

4 of 10

Potential Outcomes Framework -

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Classroom Contents

Causal Effects - Introduction to the Potential Outcomes Framework

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  1. 1 Introduction -
  2. 2 Causal Effects -
  3. 3 3 Types of Variables -
  4. 4 Potential Outcomes Framework -
  5. 5 3 Types of Causal Effects -
  6. 6 1 Individual Treatment Effect ITE -
  7. 7 2 Average Treatment Effect ATE -
  8. 8 2.1 ATE in RCTs -
  9. 9 3 Average Treatment Effect of Treated/Controls ATT/ATC -
  10. 10 Practical Questions -

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