Cambridge University Press (2000)
Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence, business, epidemiology, social science and economics.
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|Buy the book||$15.00 used (70% off) $50.19 new (20% off) $51.15 direct from Amazon (18% off) Amazon page|
|Call number||BD541.P43 2000|
|ISBN(s)||052189560X 0521773628 9780521773621 0521773628 (hardback)|
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Citations of this work BETA
Grounding in the Image of Causation.Jonathan Schaffer - 2016 - Philosophical Studies 173 (1):49-100.
Interventionism and Causal Exclusion.James Woodward - 2015 - Philosophy and Phenomenological Research 91 (2):303-347.
Explanatory Generalizations, Part I: A Counterfactual Account.James Woodward & Christopher Hitchcock - 2003 - Noûs 37 (1):1–24.
Dissecting Explanatory Power.Petri Ylikoski & Jaakko Kuorikoski - 2010 - Philosophical Studies 148 (2):201–219.
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