Title: Causality : models, reasoning, and inference /
Authors: Pearl, Judea.
Publisher: Cambridge University Press,
Year: 2009
Subjects: Probability; Causality; Causation.; Probabilities.
Contents: 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.