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.