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Causality: Models, Reasoning, and Inference (2000; updated 2009) is a book by Judea Pearl. It is an exposition and analysis of causality. It is considered to have been instrumental in laying the foundations of the modern debate on causal inference in several fields including statistics, computer science and epidemiology.
Book description. 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, ...
1. Why I wrote this book. 2. Table of Contents. 3. Preface 1st Edition 2nd Edition. 4. Preview of text. Epilogue: The Art and Science of Cause and Effect (from Causality, 2nd Edition) Important Topic: On the meaning of structural equations (from Causality, Sections 5.3.2 - 5.4.1) 5. Reviews 5.1 Preliminary Reviews 5.2 Journal Reviews. 6.
CAUSALITY. Models, Reasoning, and Inference Second Edition. Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation.
About the Authors. 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
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...
13 de mar. de 2000 · Judea Pearl. Cambridge University Press, Mar 13, 2000 - Science - 384 pages. Written by one of the pre-eminent researchers in the field, this book provides a comprehensive exposition of modern...
