Dear UAI-ers, The slides used in UAI-12 tutorial on "Graphical Models for Causal Inference" are now available for public view and public use.
http://ftp.cs.ucla.edu/pub/stat_ser/uai12-mohan-pearl.pdf The slides were prepared by Karthika Mohan and the topics include: 1. probabilitic graphical models 2. Markov compatibility 3. d-separation 4. Interventions 5. Causal effects identification 6. do-Calculus 7. C-components 8. Counterfactuals 9. Markov Equivalence 10. MAGs 11. Confounding Equivalence 12. Instrumental Variables 13. Verma constraints Enjoy Judea Pearl, UCLA _______________________________________________ uai mailing list uai@ENGR.ORST.EDU https://secure.engr.oregonstate.edu/mailman/listinfo/uai
