Risk Assessment and Decision Analysis with Bayesian Networks (Hardcover)
 
作者: Norman Fenton 
分類: Economic statistics ,
Business & management ,
Probability & statistics ,
Databases ,
Computer science  
書城編號: 1473069


售價: $868.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Taylor & Francis
出版日期: 2018/08/28
尺寸: 255x181x42mm
重量: 1404 grams
ISBN: 9781138035119

商品簡介


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 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.

Norman Fenton 作者作品表

Risk Assessment and Decision Analysis with Bayesian Networks (Hardcover)

Risk Assessment and Decision Analysis with Bayesian Networks

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