Table of contents for Casuality : models, reasoning, and inference / Judea Pearl.


Bibliographic record and links to related information available from the Library of Congress catalog


Information from electronic data provided by the publisher. May be incomplete or contain other coding.


Counter
1. Introduction to probabilities, graphs, and causal models
2. A theory of inferred causation
3. Causal diagrams and the identification of causal effects
4. Actions, plans, and direct effects
5. Causality and structural models in the social sciences
6. Simpson's paradox, confounding, and collapsibility
7. Structural and counterfactual models
8. Imperfect experiments: bounds and counterfactuals
9. Probability of causation: interpretation and identification
Epilogue: the art and science of cause and effect.


Library of Congress subject headings for this publication: Causation, Probabilities