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Cambridge University Press Bayesian Decision Analysis: Principles and Practice

Name: Bayesian Decision Analysis: Principles and Practice
Brand: Cambridge University Press
Price: 46.79 GBP
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9780521764544

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Description

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.

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Brand: Cambridge University Press
Model: 9780521764544
Format: hardcover
ASIN: 0521764548
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Optimisation
Domain: Amazon UK
Release Date: 23 September 2010
Listed Since: 18 February 2010

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