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Estimating Conditional Probabilities of Terrorist Attacks: Modeling Adversaries with Uncertain Value Tradeoffs

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  • E. S. Levine

Abstract

Many analyses conducted to inform security decisions depend on estimates of the conditional probabilities of different attack alternatives. These probabilities are difficult to estimate since analysts have limited access to the adversary and limited knowledge of the adversary’s utility function, so subject matter experts often provide the estimates through direct elicitation. In this article, we describe a method of using uncertainty in utility function value tradeoffs to model the adversary’s decision process and solve for the conditional probabilities of different attacks in closed form. The conditional probabilities are suitable to be used as inputs to probabilistic risk assessments and other decision support techniques. The process we describe is an extension of value‐focused thinking and is broadly applicable, including in general business decision making. We demonstrate the use of this technique with simple examples.

Suggested Citation

  • E. S. Levine, 2012. "Estimating Conditional Probabilities of Terrorist Attacks: Modeling Adversaries with Uncertain Value Tradeoffs," Risk Analysis, John Wiley & Sons, vol. 32(2), pages 294-303, February.
    • Handle: RePEc:wly:riskan:v:32:y:2012:i:2:p:294-303
    DOI: 10.1111/j.1539-6924.2011.01655.x
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    1. Gerald G. Brown & Louis Anthony (Tony) Cox, Jr., 2011. "How Probabilistic Risk Assessment Can Mislead Terrorism Risk Analysts," Risk Analysis, John Wiley & Sons, vol. 31(2), pages 196-204, February.
    2. Vicki Bier & Santiago Oliveros & Larry Samuelson, 2007. "Choosing What to Protect: Strategic Defensive Allocation against an Unknown Attacker," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 9(4), pages 563-587, August.
    3. Barry Charles Ezell & Steven P. Bennett & Detlof Von Winterfeldt & John Sokolowski & Andrew J. Collins, 2010. "Probabilistic Risk Analysis and Terrorism Risk," Risk Analysis, John Wiley & Sons, vol. 30(4), pages 575-589, April.
    4. Gregory S. Parnell & Christopher M. Smith & Frederick I. Moxley, 2010. "Intelligent Adversary Risk Analysis: A Bioterrorism Risk Management Model," Risk Analysis, John Wiley & Sons, vol. 30(1), pages 32-48, January.
    5. Yacov Y. Haimes, 2011. "On the Complex Quantification of Risk: Systems‐Based Perspective on Terrorism," Risk Analysis, John Wiley & Sons, vol. 31(8), pages 1175-1186, August.
    6. Peter C. Fishburn, 1965. "Markovian Dependence in Utility Theory with Whole Product Sets," Operations Research, INFORMS, vol. 13(2), pages 238-257, April.
    7. Peter C. Fishburn, 1965. "Independence in Utility Theory with Whole Product Sets," Operations Research, INFORMS, vol. 13(1), pages 28-45, February.
    8. William L. McGill & Bilal M. Ayyub & Mark Kaminskiy, 2007. "Risk Analysis for Critical Asset Protection," Risk Analysis, John Wiley & Sons, vol. 27(5), pages 1265-1281, October.
    9. Butler, John & Jia, Jianmin & Dyer, James, 1997. "Simulation techniques for the sensitivity analysis of multi-criteria decision models," European Journal of Operational Research, Elsevier, vol. 103(3), pages 531-546, December.
    10. Gerald G. Brown & Louis Anthony (Tony) Cox, Jr., 2011. "Making Terrorism Risk Analysis Less Harmful and More Useful: Another Try," Risk Analysis, John Wiley & Sons, vol. 31(2), pages 193-195, February.
    11. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834.
    12. Gregory L. Keeney & Detlof von Winterfeldt, 2010. "Identifying and Structuring the Objectives of Terrorists," Risk Analysis, John Wiley & Sons, vol. 30(12), pages 1803-1816, December.
    13. Insua, Insua Rios & Rios, Jesus & Banks, David, 2009. "Adversarial Risk Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 104(486), pages 841-854.
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