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Causality: Models, Reasoning, and Inference

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by Judea Pearl · 2009 · 484 pages

Sean Carroll
Sean Carroll
Recommended by 1 elite

Recommended by 1 Elite

Sean Carroll

About This Book

Judea Pearl provides a comprehensive mathematical framework for causal analysis, integrating concepts from statistics, computer science, and philosophy. The book introduces structural causal models and graphical methods to analyze cause-effect relationships in complex systems.

Genres

PhilosophyScience & TechnologyEconomics & Finance

Topics

Artificial IntelligenceBayesian NetworksCausal InferenceCounterfactualsDecision MakingEpidemiologyStatistics

Book Details

Published

2009

Pages

484

Language

en

ISBN

9780521895606

Awards & Recognition

Lakatos Award (2001)

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