Bayesian networks are widely recognized as exciting and powerful technology for handling risk assessment. This book focuses on applications of Bayesian networks and practical model building using AgenaRisk, a powerful commercial software tool. The text includes real-life examples from the areas of operational risk, software risk, and reliability. Topics covered include probability tables, continuous variables, and decision-support systems. The authors introduce all the necessary probability and statistics and present the essential algorithms in an appendix.
Language
English
Pages
524
Format
Kindle Edition
Release
August 03, 2012
Risk Assessment and Decision Analysis with Bayesian Networks
Bayesian networks are widely recognized as exciting and powerful technology for handling risk assessment. This book focuses on applications of Bayesian networks and practical model building using AgenaRisk, a powerful commercial software tool. The text includes real-life examples from the areas of operational risk, software risk, and reliability. Topics covered include probability tables, continuous variables, and decision-support systems. The authors introduce all the necessary probability and statistics and present the essential algorithms in an appendix.