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Causality
monograph
Author(s):
Judea Pearl
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Book
ISBN:
9780511803161
Publication date (Print):
2009
Publication date (Online):
2009
DOI:
10.1017/CBO9780511803161
SO-VID:
d5703818-570e-4f3d-a2f3-9d1939084779
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Book chapters
pp. xix
Preface to the Second Edition
pp. xv
Preface to the First Edition
pp. 1
Introduction to Probabilities, Graphs, and Causal Models
pp. 41
A Theory of Inferred Causation
pp. 65
Causal Diagrams and the Identification of Causal Effects
pp. 107
Actions, Plans, and Direct Effects
pp. 133
Causality and Structural Models in Social Science and Economics
pp. 173
Simpson's Paradox, Confounding, and Collapsibility
pp. 201
The Logic of Structure-Based Counterfactuals
pp. 259
Imperfect Experiments: Bounding Effects and Counterfactuals
pp. 283
Probability of Causation: Interpretation and Identification
pp. 309
The Actual Cause
pp. 331
Reflections, Elaborations, and Discussions with Readers
pp. 401
Epilogue: The Art and Science of Cause and Effect
pp. 429
Bibliography
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