Title
Risk Assessment And Decision Analysis With Bayesian Networks
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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 Realworld 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 Neededthe 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.
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- Q: What is the main focus of 'Risk Assessment and Decision Analysis with Bayesian Networks'? A: The book focuses on practical real-world problem solving and model building using Bayesian Networks (BNs), rather than delving into complex algorithms and theory.
- Q: Who is the author of this book? A: The author of the book is Norman Fenton.
- Q: What topics are covered in this book? A: The book covers risk assessment, decision analysis, Bayesian networks, probability, and statistics, providing tools to build and run realistic BN models.
- Q: How many pages does this book have? A: The book consists of 524 pages.
- Q: What is the condition of the book? A: The item condition is listed as 'Very Good'.
- Q: When was 'Risk Assessment and Decision Analysis with Bayesian Networks' published? A: The book was published on November 7, 2012.
- Q: Is there any supplementary material available for this book? A: Yes, a dedicated website, www.BayesianRisk.com, offers executable versions of models, exercises, solutions, PowerPoint slides, and additional resources.
- Q: What edition of the book is available? A: The book is currently available in its first edition.
- Q: What is the binding type of the book? A: The binding type of the book is hardcover.
- Q: In which category is this book classified? A: The book is classified under the category of Management Science.