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Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. Students in these fields will find natural models, simple inferential procedures, and precise mathematical definitions of causal concepts that traditional texts have evaded or made unduly complicated.
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ISBN-13: 9780521895606, 978-0521895606. Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. Cited in more than 2,100 scientific publications, it continues to liberate scientists from the traditional molds of statistical thinking.
"Causality" by Judea Pearl is a comprehensive textbook exploring the intersection of science, mathematics, and philosophy in the realm of causality. Published by Cambridge University Press in 2009, this hardcover book delves into the complexities of understanding causal relationships in various subjects. With a substantial number of pages at 484, the book covers a wide range of topics related to philosophy, probability, and statistics, making it a valuable resource for those interested in exploring the fundamental aspects of causality in a structured and informative manner.
A nice touch in this textbook is the checklist of learning outcomes at the start.
Causality: Models, Reasoning and Inference. by Pearl, Judea.
