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Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

Alan Turing Institute via YouTube Direct link

Intro

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Intro

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Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

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  1. 1 Intro
  2. 2 Exercise
  3. 3 Decisionmaking tools
  4. 4 Causal assumptions
  5. 5 Lack of positivity
  6. 6 Random positivity violations
  7. 7 Poor overlap
  8. 8 Linear vs quadratic
  9. 9 Pneumonia example
  10. 10 Two more challenges
  11. 11 Conclusion

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