#22528
Mentioned in 3 episodes
Causality
Models, Reasoning, and Inference
Book • 2000
This book provides a detailed analysis of causality, transforming it from a nebulous concept into a mathematical theory.
It applies to various fields such as statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences.
Judea Pearl presents simple mathematical tools for studying causal connections and statistical associations, making it a valuable resource for students and professionals in multiple disciplines.
The book has led to a paradigmatic change in how causality is treated in several scientific fields and has been cited in over 5,000 scientific publications.
It applies to various fields such as statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences.
Judea Pearl presents simple mathematical tools for studying causal connections and statistical associations, making it a valuable resource for students and professionals in multiple disciplines.
The book has led to a paradigmatic change in how causality is treated in several scientific fields and has been cited in over 5,000 scientific publications.
Mentioned by
Mentioned in 3 episodes
Mentioned by Steve Sloman when discussing causality and the interventional theory.
21 snips
The True Cost of Conviction
Mentioned by John Thompson when discussing causal AI and its mathematical understanding.
#233 Generative AI at EY with John Thompson, Head of AI at EY
Mentioned by Ciarán Gilligan-Lee as a book that significantly impacted his research and career path.
From Quantum Physics to Causal AI at Spotify | Ciarán Gilligan-Lee S2E2 | CausalBanditsPodcast.com
Mentioned by Laura Schulz when discussing causal reasoning and its application in developmental psychology.
152 - Laura Schulz: The journey of becoming a cognitive scientist and what babies and children have taught us about their cognition (REAIR)
