Title Statements
- Full title :Causality / Judea Pearl.
Edition Statements
- Publication Date:2009.
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2009.
Notes
Title from publishers bibliographic system (viewed on 01 Aug 2014).
The Physical Object
- Description:1 online resource (484 pages)
Edition Identifiers
- ISBN:9780511803161, 0511803168, 9780521895606, 052189560X
- oclc:ocn896185440
- LC Classification:BD541
- Dewey Decimal:122
Table of 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 -- Actual cause -- Reflections, elaborations, and discussions with readers -- Epilogue, the art and science of cause and effect.
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