11 - Causal Discovery from Interventions скачать в хорошем качестве

11 - Causal Discovery from Interventions

In the 11th week of the Introduction to Causal Inference online course, we cover causal discovery from interventions. Please post questions in the YouTube comments section. Introduction to Causal Inference Course Website: causalcourse.com 0:00 Intro 0:43 Outline 1:57 Two-Variable Setting 12:15 Complete Graphs are the Worst Case 15:22 Three-Variable Setting 19:43 Number of Interventions to Identify Graph 28:36 Multi-Node Interventions 32:55 Parametric Interventions 37:45 Interventional Markov Equivalence 47:24 Miscellaneous Other Settings