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Risk assessment and decision analysis with Bayesian networks - Monogr. by Fenton, Norman E.; Neil, Martin D is a mathematics available to read on EtoBox.

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Although many Bayesian Network (BN) applications are now in everyday use, BNs have not yet achieved mainstream penetration. Focusing on practical real-world problem solving and model building, as opposed to algorithms and theory, Risk Assessment and Decision Analysis with Bayesian Networks explains how to incorporate knowledge with data to develop and use (Bayesian) causal models of risk that provide powerful insights and better decision making. The book first establishes the basics of probability, risk, and building and using BN models, then goes into the detailed applications. The underlying BN algorithms appear in appendices rather than the main text since there is no need to understand them to build and use BN models. Keeping the body of the text free of intimidating mathematics, the book provides pragmatic advice about model building to ensure models are built efficiently. A dedicated website, (http://www.BayesianRisk.com) www.BayesianRisk.com , contains executable versions of all of the models described, exercises and worked solutions for all chapters, PowerPoint slides, numerous other resources, and a free downloadable copy of the AgenaRisk software.

Who reads Risk assessment and decision analysis with Bayesian networks - Monogr.?

Author

Fenton, Norman E.; Neil, Martin D

Publisher

CRC Press ; Chapman & Hall Book

Published

2013

Language

EN

ISBN

9781439809105

Category

mathematics

Subjects

Mathematics, Management, Mathematical Theory

Rating

4.3 / 5 (53 ratings)

Updated

2026-03-14