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Bayesian Decision Analysis

Principles and Practice

Inbunden, Engelska, 2010

AvJim Q. Smith,Jim Q. (University of Warwick) Smith

999 kr

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Bayesian decision analysis supports principled decision making in complex domains. This textbook takes the reader from a formal analysis of simple decision problems to a careful analysis of the sometimes very complex and data rich structures confronted by practitioners. The book contains basic material on subjective probability theory and multi-attribute utility theory, event and decision trees, Bayesian networks, influence diagrams and causal Bayesian networks. The author demonstrates when and how the theory can be successfully applied to a given decision problem, how data can be sampled and expert judgements elicited to support this analysis, and when and how an effective Bayesian decision analysis can be implemented. Evolving from a third-year undergraduate course taught by the author over many years, all of the material in this book will be accessible to a student who has completed introductory courses in probability and mathematical statistics.

Produktinformation

  • Utgivningsdatum2010-09-23
  • Mått180 x 255 x 21 mm
  • Vikt840 g
  • FormatInbunden
  • SpråkEngelska
  • Antal sidor348
  • FörlagCambridge University Press
  • ISBN9780521764544

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