Causality Judea Pearl is an English-language textbook focused on the analysis of causation across diverse fields of science. This book is intended for students and professionals who delve into statistics, artificial intelligence, and cognitive science.
Judea Pearl, one of the preeminent researchers in the field of artificial intelligence, offers a clear and mathematical approach to causality. The book covers probabilistic, manipulative, counterfactual, and structural methods and demonstrates their application in economics, philosophy, and the social sciences. With more than 2,100 citations, this work is an important source for researchers and professionals who want to go beyond modern statistical ways of thinking.
This revision clarifies complex issues, answers readers' questions, and highlights recent developments in the field. Causality is an indispensable reference work for anyone interested in causal analysis, artificial intelligence, and cognitive science.