14 - Counterfactuals and Mediation

[@kaitlinpowers7809]

Thank you for all the lectures! Very much enjoyed the course!

[@michelspeiser5789]

Great lectures! Thanks Brady

[@alejandrarodriguezsanchez6667]

A great follow-up would be to highlight the limitations of the causal mediation analysis regarding its assumptions about associations between the mediating pathways. great course! thanks for uploading it :D

[@کژالمبارکی]

the causal inference is very interesting i love it

[@peasant12345]

Thanks for the video. It looks like in the 8:36 example the difference between counterfactual and potential outcome is that in counterfactual U is random but in potential outcome case , where things could be resolved by do calculus, U is an unknown predetermined parameter. Am I correct?

[@ahmedelgammal1605]

What about lecture 13 😅😅?? Where is it?

[@mscherer1586]

Thank you very much for this course, and the course book! It has been extremely useful. When are the last chapters of the book going to be added to the pdf?

[@shipan5940]

i finished the course! (mark)

[@ahmedelgammal1605]

Congratulations 🎉, can you please give any more resources to continue in this interesting topic? ❤

[@mahdiehsahebi3732]

Thanks a lot for your useful lecture, I’m doing mediation analysis for my master thesis, would you please give me some information about practical interpretation of counterfactual effects?

[@zahrahsharif8431]

Hi - just to clarify some terms is the SCM the estimand from identification step?