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Generalized Hyperbolic Discounting in Security Games of Timing

Author

Listed:
  • Jonathan Merlevede

    (imec-DistriNet, Department of Computer Science, KU Leuven, 3001 Heverlee, Belgium)

  • Benjamin Johnson

    (School of Computation, Information and Technology, Technical University of Munich, 85748 Garching, Germany)

  • Jens Grossklags

    (School of Computation, Information and Technology, Technical University of Munich, 85748 Garching, Germany)

  • Tom Holvoet

    (imec-DistriNet, Department of Computer Science, KU Leuven, 3001 Heverlee, Belgium)

Abstract

In recent years, several high-profile incidents have spurred research into games of timing. A framework emanating from the FlipIt model features two covert agents competing to control a single contested resource. In its basic form, the resource exists forever while generating value at a constant rate. As this research area evolves, attempts to introduce more economically realistic models have led to the application of various forms of economic discounting to the contested resource. This paper investigates the application of a two-parameter economic discounting method, called generalized hyperbolic discounting, and characterizes the game’s Nash equilibrium conditions. We prove that for agents discounting such that accumulated value generated by the resource diverges, equilibrium conditions are identical to those of non-discounting agents. The methodology presented in this paper generalizes the findings of several other studies and may be of independent interest when applying economic discounting to other models.

Suggested Citation

  • Jonathan Merlevede & Benjamin Johnson & Jens Grossklags & Tom Holvoet, 2023. "Generalized Hyperbolic Discounting in Security Games of Timing," Games, MDPI, vol. 14(6), pages 1-52, November.
  • Handle: RePEc:gam:jgames:v:14:y:2023:i:6:p:74-:d:1292080
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    References listed on IDEAS

    as
    1. Jesus Fernandez-Villaverde & Arijit Mukherji, 2002. "Can We Really Observe Hyperbolic Discounting?," NajEcon Working Paper Reviews 391749000000000478, www.najecon.org.
    2. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    3. David Laibson, 2001. "A Cue-Theory of Consumption," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 81-119.
    4. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    5. George Loewenstein & Drazen Prelec, 1992. "Anomalies in Intertemporal Choice: Evidence and an Interpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 573-597.
    6. R. H. Strotz, 1955. "Myopia and Inconsistency in Dynamic Utility Maximization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(3), pages 165-180.
    7. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    8. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
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