Risk Assessment and Decision Analysis with Bayesian Networks

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  • Engels
  • Hardcover
  • 9781439809105
  • 07 november 2012
  • 524 pagina's
Alle productspecificaties

Samenvatting

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. Provides all tools necessary to build and run realistic Bayesian network models Supplies extensive example models based on real risk assessment problems in a wide range of application domains provided; for example, finance, safety, systems reliability, law, and more Introduces all necessary mathematics, probability, and statistics as needed 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, 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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
07 november 2012
Aantal pagina's
524
Illustraties
Nee

Betrokkenen

Hoofdauteur
Norman Fenton
Tweede Auteur
Martin Neil
Co Auteur
Norman .E. Fenton
Hoofduitgeverij
Taylor & Francis Inc

Overige kenmerken

Extra groot lettertype
Nee
Product breedte
184 mm
Product hoogte
25 mm
Product lengte
254 mm
Studieboek
Ja
Verpakking breedte
178 mm
Verpakking hoogte
25 mm
Verpakking lengte
254 mm
Verpakkingsgewicht
1088 g

EAN

EAN
9781439809105
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