![]() ![]() Lecture slides are freely available to accredited academic teachers adopting the book on their course. The AgenaRisk software contains a model library with executable versions of all of the models in the book. Establishes the basics of probability, risk, and building and using Bayesian network models, before going into the detailed applicationsĪ dedicated website contains exercises and worked solutions for all chapters along with numerous other resources.Introduces all necessary mathematics, probability, and statistics as needed.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.Provides all tools necessary to build and run realistic Bayesian network models.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. 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. ![]()
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