Coursera Cuts Jobs Despite $100M Revenue Milestone

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

Causal assumptions

4 of 11
Previous
Next

4 of 11

Causal assumptions

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

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

Automatically move to the next video in the Classroom when playback concludes
  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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.