Risk assessment and decision analysis with bayesian networks

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Since the first edition of this book published, Bayesian networks have become even more important for applications in a vast array of fields. This second edition includes new material on influence diagrams, learning from data, value of information, cybersecurity, debunking bad statistics, and much more.

Since the first edition of this book published, Bayesian networks have become even more important for applications in a vast array of fields. This second edition includes new material on influence diagrams, learning from data, value of information, cybersecurity, debunking bad statistics, and much more. Focusing on practical real-world problem-solving and model building, as opposed to algorithms and theory, it explains how to incorporate knowledge with data to develop and use (Bayesian) causal models of risk that provide more powerful insights and better decision making than is possible from purely data-driven solutions.

Features

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, forensics, cybersecurity and more Introduces all necessary mathematics, probability, and statistics as needed Establishes the basics of probability, risk, and building and using Bayesian network models, before going into the detailed applications

A dedicated website contains exercises and worked solutions for all chapters along with numerous other resources. The AgenaRisk software contains a model library with executable versions of all of the models in the book. Lecture slides are freely available to accredited academic teachers adopting the book on their course.

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Risk Assessment and Decision Analysis with Bayesian Networks

Rating: 0 / 5 | Prijs: € 64.99

Since the first edition of this book published bayesian networks have become even more important for applications in a vast array of fields this second edition includes new material on influence diagrams learning from data value of information cybersecurity debunking bad statistics and much m Uiterlijk 3 december in huis .. MEER INFO

Regression Modeling Strategies

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Prijs: 69.54 Nu voor: € 63.99

Most of the methods in this text apply to all regression models but special emphasis is given to multiple regression using generalised least squares for longitudinal data the binary logistic model models for ordinal responses parametric survival regression models and the cox semi parametric surv Uiterlijk 5 december in huis .. MEER INFO

Regression Modeling Strategies

Rating: 0 / 5 | Prijs: € 111.93

Most of the methods in this text apply to all regression models but special emphasis is given to multiple regression using generalised least squares for longitudinal data the binary logistic model models for ordinal responses parametric survival regression models and the cox semi parametric surv 2 - 3 weken .. MEER INFO

Taal: en

Bindwijze: Paperback

Oorspronkelijke releasedatum: 14 oktober 2024

Aantal pagina's: 660

Illustraties: Nee

Hoofdauteur: Norman Fenton

Tweede Auteur: Martin Neil

Co Auteur: Norman .E. Fenton

Hoofduitgeverij: Chapman & Hall/Crc

Editie: 2

Product breedte: 178 mm

Product lengte: 254 mm

Studieboek: Ja

Verpakking breedte: 178 mm

Verpakking lengte: 254 mm

Verpakkingsgewicht: 1220 g

EAN: 9781032917917

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