Skip to main content
Skip to and open main menu Home Modification
Information Clearinghouse
Translating high quality research specific to better design and building practice
Translating high quality research specific to better design and building practice

Research Library

The HMinfo Research Library contains an in-depth collection of materials on home modifications and related subjects.

The Research Library does not lend books and other items. Under special circumstances, requests to use the library may be made by emailing .

Search Form

Causality: Models, Reasoning and Inference

Author: Pearl, J.
Year: 2009
Type: Book

Abstract:

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. The book will open the way for including causal analysis in the standard curricula of statistics, artificial intelligence, business, epidemiology, social sciences, and economics.

Further Details

Publish Location Cambridge
Publisher Cambridge University Press
Orig Pub 2000
ISBN/ISSN 052189560X
Accession Number July, 2010
Keywords Causation

Reads 218