Causality (book)
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Causality: Models, Reasoning, and Inference (2000;[1] updated 2009[2]) is a book by Judea Pearl.[3] It is an exposition and analysis of causality.[4][5] 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.[6] In this book, Pearl espouses the Structural Causal Model (SCM) that uses structural equation modeling.[7] This model is a competing viewpoint to the Rubin causal model. Some of the material from the book was reintroduced in the more general-audience targeting The Book of Why.
Quick Facts Author, Language ...
Author | Judea Pearl |
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Language | English |
Subject | Causality |
Publisher | Cambridge University Press |
Publication date | 2000, 2009 |
Pages | 484 |
ISBN | 978-0521895606 |
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