Risk Assessment and Decision Analysis with Bayesian Networks is popular PDF and ePub book, written by Norman Fenton in 2012-11-07, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Risk Assessment and Decision Analysis with Bayesian Networks can be Read Online from any device for your convenience.
Risk Assessment and Decision Analysis with Bayesian Networks Book PDF Summary
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.
Detail Book of Risk Assessment and Decision Analysis with Bayesian Networks PDF
- Author : Norman Fenton
- Release : 07 November 2012
- Publisher : CRC Press
- ISBN : 9781439809112
- Genre : Business & Economics
- Total Page : 516 pages
- Language : English
- PDF File Size : 16,5 Mb
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Author : Norman E. Fenton,Martin D. Neil