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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...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Cambridge ; New York :
Cambridge University Press,
2010.
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| Subjects: | |
| Online Access: | Texto completo |
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.