Title Statements
- Full title :Causality : models, reasoning, and inference / Judea Pearl.
Edition Statements
- Publication Date:2009.
- Edition:2nd ed
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2009.
Notes
Índice de nombres e índice analítico: p. 453-464.
The Physical Object
- Description:XIX, 464 p : : il. ; : 26 cm.
Edition Identifiers
- ISBN:9780521895606, 052189560X
- oclc:on1025485719
Table of Contents
Índice abreviado: 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 social sciences and economics; 6. Simpson's paradox, confounding, and collapsibility; 7. The logic of structure-based counterfactual; 8. Imperfect experiments: bounding effects and counterfactuals; 9. Probability of causation: interpretation and identification; 10. The actual cause; 11. Reflections, elaborations, and discussions with readers; Epilogue: the art and science of cause and effect.
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