CAUSALITY

Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causa tion. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the field s of statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and structural approaches to causation and devises simple math ematical ...[Llegir més]