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Adversarial risk analysis

Publication ,  Journal Article
Insua, IR; Rios, J; Banks, D
Published in: Journal of the American Statistical Association
June 1, 2009

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 the research challenges that arise when dealing with these models, illustrate the ideas with examples from business, and point out relevance to national defense. © 2009 American Statistical Association.

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Published In

Journal of the American Statistical Association

DOI

ISSN

0162-1459

Publication Date

June 1, 2009

Volume

104

Issue

486

Start / End Page

841 / 854

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 3802 Econometrics
  • 1603 Demography
  • 1403 Econometrics
  • 0104 Statistics
 

Citation

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Chicago
ICMJE
MLA
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Insua, I. R., Rios, J., & Banks, D. (2009). Adversarial risk analysis. Journal of the American Statistical Association, 104(486), 841–854. https://doi.org/10.1198/jasa.2009.0155
Insua, I. R., J. Rios, and D. Banks. “Adversarial risk analysis.” Journal of the American Statistical Association 104, no. 486 (June 1, 2009): 841–54. https://doi.org/10.1198/jasa.2009.0155.
Insua IR, Rios J, Banks D. Adversarial risk analysis. Journal of the American Statistical Association. 2009 Jun 1;104(486):841–54.
Insua, I. R., et al. “Adversarial risk analysis.” Journal of the American Statistical Association, vol. 104, no. 486, June 2009, pp. 841–54. Scopus, doi:10.1198/jasa.2009.0155.
Insua IR, Rios J, Banks D. Adversarial risk analysis. Journal of the American Statistical Association. 2009 Jun 1;104(486):841–854.
Journal cover image

Published In

Journal of the American Statistical Association

DOI

ISSN

0162-1459

Publication Date

June 1, 2009

Volume

104

Issue

486

Start / End Page

841 / 854

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 3802 Econometrics
  • 1603 Demography
  • 1403 Econometrics
  • 0104 Statistics