Causality : models, reasoning, and inference / Judea Pearl.

Author: Pearl, Judea.

Edition Statement:2d ed.

Imprint:Cambridge, U.K. ; New York : Cambridge University Press, 2009.

Descriptionxix, 464 p. : ill. ; 26 cm.

Note:Introduction to probabilities, graphs, and causal models -- Theory of inferred causation -- Causal diagrams and the identification of causal effects -- Actions, plans, and direct effects -- Causality and structural models in social science and economics -- Simpson's paradox, confounding, and collapsibility -- Logic of structure-based counterfactuals -- Imperfect experiments: bounding effects and counterfactuals -- Probability of causation: interpretation and identification -- The actual cause -- Reflections, elaborations, and discussions with readers -- The art and science of cause and effect.

Bibliography Note:Includes bibliographical references and indexes.

Note:Recommended in Resources for College Libraries

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