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Revealed Preference Analysis of Expected Utility Maximization under Prize-Probability Trade-Offs

Author

Listed:
  • Laurens Cherchye
  • Thomas Demuynck
  • Bram De Rock
  • Mikhail Freer

Abstract

We provide a revealed preference characterization of expected utility maximization in binary lotteries with prize-probability trade-offs. This characterization applies to a wide variety of decision problems, including first price auctions, crowdfunding games, posted price mechanisms and principal agent problems. We start by characterizing optimizing behavior when the empirical analyst exactly knows either the probability function of winning or the decision maker’s utility function. Subsequently, we provide a statistical test for the case where the utility function is unknown and the probability function has to be estimated. Finally, we consider the situation with both the probability function and utility function unknown. We show that expected utility maximization has empirical content when these functions satisfy log-concavity assumptions. We demonstrate the empirical usefulness of our theoretical findings through an application to an experimental data set.

Suggested Citation

  • Laurens Cherchye & Thomas Demuynck & Bram De Rock & Mikhail Freer, 2019. "Revealed Preference Analysis of Expected Utility Maximization under Prize-Probability Trade-Offs," Working Papers ECARES 2019-27, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:eca:wpaper:2013/296397
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    References listed on IDEAS

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    More about this item

    Keywords

    expected utility maximization; prize-probability trade offs; revealed preference characterization; testable implication; experiemental data;

    JEL classification:

    • D00 - Microeconomics - - General - - - General

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