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Causality: Models, Reasoning and Inference

Judea Pearl




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 | #35071 in Books |  Cambridge University Press |  2009-09-14 | Original language:English | PDF # 1 |  9.96 x1.18 x8.46l,2.26 | File type: PDF | 484 pages

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||7 of 10 people found the following review helpful.| Grateful this scratches my brain-itch|By turkeynox|The idea of causality has always chewed at the back of my mind but I never really got the opportunity to study it up-close and personal. This book lets me do that. Judea Pearl knocks all the conventional bull**** to the side and says, essentially, in order to figure out causality we need a new and organized way of looking at t

Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and stru...

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