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Progressive Random Choice

Author

Listed:
  • Emel Filiz-Ozbay
  • Yusufcan Masatlioglu

Abstract

We introduce a flexible framework to study probabilistic choice that accommodates heterogeneous types and bounded rationality. We provide a novel progressive structure for the heterogeneous types to capture heterogeneity due to varying levels of a behavioral trait. Given an order of alternatives, our progressive structure sorts the types by the extent to which they align with this order. Unlike the random-utility model, our model uniquely identifies the heterogeneity, allowing policy makers to perform an improved welfare analysis. As a showcase, we provide characterization of a well-studied type of bounded rationality: “less-is-more.” In addition, we provide conditions for unique identification of the underlying order for the less-is-more structure.

Suggested Citation

  • Emel Filiz-Ozbay & Yusufcan Masatlioglu, 2023. "Progressive Random Choice," Journal of Political Economy, University of Chicago Press, vol. 131(3), pages 716-750.
  • Handle: RePEc:ucp:jpolec:doi:10.1086/721732
    DOI: 10.1086/721732
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    Cited by:

    1. Apesteguia, Jose & Ballester, Miguel A., 2023. "Random utility models with ordered types and domains," Journal of Economic Theory, Elsevier, vol. 211(C).
    2. Daniele Caliari & Henrik Petri, 2024. "Irrational Random Utility Models," Papers 2403.10208, arXiv.org.

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