Description
Norman Fenton Ma Risk Assessment and Decision Analysis with Bayesian (Hardback). 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. Further DetailsTitle: Risk Assessment and Decision Analysis with Bayesian Networks Condition: New Description: 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. Author: Norman Fenton, Martin Neil Format: Hardback EAN: 9781138035119 ISBN: 9781138035119 Genre: Science Nature & Math Country/Region of Manufacture: GB Item Height: 254mm Item Length: 178mm Item Weight: 1380g Publisher: CRC Press Topic: Computing & Internet, Business & Finance Release Date: 09/12/2018 Language: English Release Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.