PROF. JUDEA PEARL
Causal Inference in Statistics
JSM Tutorial - August 5, 2009
Background Materiel:
Tutorial Slides:
Causal Inference in Statistics
Tutorial Handout:
Causal Inference in Statistics
Excerpts from 2nd Edition of
Causality
J. Pearl.
Causal inference in statistics: An overview.
To appear,
Statistics Surveys,
2009.
J. Pearl.
Direct and Indirect Effects.
In
Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence
,
San Francisco, CA: Morgan Kaufmann, 411-20, 2001.
I. Shpitser and J. Pearl.
Effects of Treatment on the Treated: Identification and Generalization.
To appear in
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial
Intelligence,
AUAI Press, 2009.
UCLA Causality Blog