More in this series 👇 Intro to Causal Effects: kzitem.info/news/bejne/o4WGtYyVpoaEY5w Propensity Scores: kzitem.info/news/bejne/xaNjqIugsouCo6w DAGs: kzitem.info/news/bejne/oomLm3x9bneih4I Regression techniques: kzitem.info/news/bejne/sG1o23avg56fgKw Intro to Causality: kzitem.info/news/bejne/uKd3uZ2rhmaSYHY Causal Inference: kzitem.info/news/bejne/sXx4r2GQn4hmpag Causal Discovery: kzitem.info/news/bejne/1aucynmLjJyegX4 Towards Data Science article: medium.com/towards-data-science/causal-effects-via-the-do-operator-5415aefc834a
@rashila-lamichhane
9 ай бұрын
So helpful!
@ShawhinTalebi
9 ай бұрын
Great to hear!
@afroozansaripour487
2 ай бұрын
Very helpful! what is the package for truncated factorization formula, any sample code like your other videos! Thanks for sharing all of this!
@ShawhinTalebi
Ай бұрын
Check out do why: github.com/py-why/dowhy
@baluga-s6f
2 ай бұрын
That Bayes probability at 10:26 (sum over z), shouldn't P(Z) on the right handed side be conditional probability as well?
@ShawhinTalebi
Ай бұрын
There we are essentially pulling Z out of the joint PDF by summing over it. The math is broken down further on page 14 of reference 1: www.degruyter.com/document/doi/10.2202/1557-4679.1203/html
@ifycadeau
Жыл бұрын
Great video!!🎉
@ShawhinTalebi
Жыл бұрын
Thank you!!
@palsshin
Жыл бұрын
great explanation
@ShawhinTalebi
Жыл бұрын
Thank you!
@karannchew2534
4 ай бұрын
Why no pause between sentences? Annoying to listen to. But great content, thanks!
@ShawhinTalebi
4 ай бұрын
That's good feedback. I like to minimize the amount of gaps, but I may have gone overboard here 😅
Пікірлер: 13