Bayesian decision analysis principles and practice

"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...

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Bibliographic Details
Main Author Smith, J. Q., 1953-
Format eBook
LanguageEnglish
Published Cambridge ; New York : Cambridge University Press, 2010.
Subjects
Bayesian statistical decision theory.
elektronické knihy
electronic books
Online AccessFull text
ISBN9780511860355
9780511857744
9780511856006
9780521764544
9780511856877
9780511779237
9786612941887
Physical Description1 online zdroj (ix, 338 p.) : ill.

Cover

Table of Contents:
  • Foundations of decision modeling. Introduction
  • Explanations of processes and trees
  • Utilities and rewards
  • Subjective probability and its elicitation
  • Bayesian inference for decision analysis Multi-dimensional decision modeling. Multiattribute utility theory
  • Bayesian networks
  • Graphs, decisions and causality
  • Multidimensional learning
  • Conclusions.

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