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Adversarial Risk Analysis

delete2009-06-01
delete125
PRE
AI
R
Rios Insua, Insua *
J
Jesús Ríos
D
David Banks
DOI:10.1198/jasa.2009.0155delete
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摘要

摘要

En 中文
Applications in counterterrorism and corporate competition have led to the development of new methods for the analysis of decision making when there are intelligent opponents and uncertain outcomes. This field represents a combination of statistical risk analysis and game theory, and is sometimes called adversarial risk analysis. In this article, we describe several formulations of adversarial risk problems, and provide a framework that extends traditional risk analysis' tools, such as influence diagrams and probabilistic reasoning, to adversarial problems. We also discuss file research challenges that arise when dealing with these models, illustrate the ideas with examples from business, and point out releveance to national defense.
Keyword:
Auctions
Decision theory
Game theory
Influence diagrams
AI总结

AI总结

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期刊

J
Journal of the American Statistical Association
IF:
3
论文数:
5.2K
被引数:
4.8W

机构

D
Duke University
学者数:
6.3W
论文数: 5.7W
被引数: 6.5W
U
Universidad Rey Juan Carlos
学者数:
6.2K
论文数: 6.2K
被引数: 6.7K
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