Pearl Judea (University Of California Los Angeles) - Causality - Hardcover

Binding: Hardcover
Description: Written by one of the preeminent researchers in the field this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields 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 mathematical tools for studying the relationships between causal connections and statistical associations. Cited in more than 2,100 scientific publications it continues to liberate scientists from the traditional molds of statistical thinking. In this revised edition Judea Pearl elucidates thorny issues answers readers questions and offers a panoramic view of recent advances in this field of research. Causality will be of interest to students and professionals in a wide variety of fields. Dr Judea Pearl has received the 2011 Rumelhart Prize for his leading research in Artificial Intelligence (AI) and systems from The Cognitive Science Society.
Title: Causality
Author(s): Pearl Judea (University Of California Los Angeles)
Publisher: Cambridge University Press
Barcode: 9780521895606
Pages: 484 Pages, 7 Tables, Unspecified; 58 Halftones, Unspecified; 66 Line Drawings, Unspecified
Publication Date: 9/14/2009
Category: Artificial Intelligence