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Separating Bayesian Updating from Non-Probabilistic Reasoning: An Experimental Investigation

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  • Dan Levin
  • James Peck
  • Asen Ivanov

Abstract

Through a series of decision tasks involving colored cards, we provide separate measures of Bayesian updating and non-probabilistic reasoning skills. We apply these measures to (and are the first to study) a common-value Dutch auction. This format is more salient than the strategically equivalent first-price auction and silent Dutch formats in hinting that one should condition one's estimate of the value on having the highest bid. Both Bayesian updating skills and non-probabilistic reasoning skills are shown to help subjects correct for the winner's curse, as does the saliency of the active-clock Dutch format. (JEL D12, D44, D83)

Suggested Citation

  • Dan Levin & James Peck & Asen Ivanov, 2016. "Separating Bayesian Updating from Non-Probabilistic Reasoning: An Experimental Investigation," American Economic Journal: Microeconomics, American Economic Association, vol. 8(2), pages 39-60, May.
  • Handle: RePEc:aea:aejmic:v:8:y:2016:i:2:p:39-60
    Note: DOI: 10.1257/mic.20140008
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    References listed on IDEAS

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    1. Colin F. Camerer & Teck-Hua Ho & Juin-Kuan Chong, 2004. "A Cognitive Hierarchy Model of Games," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 861-898.
    2. Vincent P. Crawford & Nagore Iriberri, 2007. "Level-k Auctions: Can a Nonequilibrium Model of Strategic Thinking Explain the Winner's Curse and Overbidding in Private-Value Auctions?," Econometrica, Econometric Society, vol. 75(6), pages 1721-1770, November.
    3. Jehiel, Philippe & Koessler, Frédéric, 2008. "Revisiting games of incomplete information with analogy-based expectations," Games and Economic Behavior, Elsevier, vol. 62(2), pages 533-557, March.
    4. Jehiel, Philippe, 2005. "Analogy-based expectation equilibrium," Journal of Economic Theory, Elsevier, vol. 123(2), pages 81-104, August.
    5. Stahl Dale O. & Wilson Paul W., 1995. "On Players' Models of Other Players: Theory and Experimental Evidence," Games and Economic Behavior, Elsevier, vol. 10(1), pages 218-254, July.
    6. Cox, James C. & Smith, Vernon L. & Walker, James M., 1983. "A test that discriminates between two models of the Dutch-first auction non-isomorphism," Journal of Economic Behavior & Organization, Elsevier, vol. 4(2-3), pages 205-219.
    7. McKelvey Richard D. & Palfrey Thomas R., 1995. "Quantal Response Equilibria for Normal Form Games," Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
    8. Friedman, Daniel, 1998. "Monty Hall's Three Doors: Construction and Deconstruction of a Choice Anomaly," American Economic Review, American Economic Association, vol. 88(4), pages 933-946, September.
    9. Asen Ivanov & Dan Levin & James Peck, 2009. "Hindsight, Foresight, and Insight: An Experimental Study of a Small-Market Investment Game with Common and Private Values," American Economic Review, American Economic Association, vol. 99(4), pages 1484-1507, September.
    10. Kagel, John H & Harstad, Ronald M & Levin, Dan, 1987. "Information Impact and Allocation Rules in Auctions with Affiliated Private Values: A Laboratory Study," Econometrica, Econometric Society, vol. 55(6), pages 1275-1304, November.
    11. Ivanov, Asen & Levin, Dan & Peck, James, 2013. "Behavioral biases in endogenous-timing herding games: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 25-34.
    12. Richard Mckelvey & Thomas Palfrey, 1998. "Quantal Response Equilibria for Extensive Form Games," Experimental Economics, Springer;Economic Science Association, vol. 1(1), pages 9-41, June.
    13. Nagel, Rosemarie, 1995. "Unraveling in Guessing Games: An Experimental Study," American Economic Review, American Economic Association, vol. 85(5), pages 1313-1326, December.
    14. Ignacio Esponda Jr. & Emanuel Vespa Jr., 2014. "Hypothetical Thinking and Information Extraction in the Laboratory," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 180-202, November.
    15. Page, Scott E., 1998. "Let's make a deal," Economics Letters, Elsevier, vol. 61(2), pages 175-180, November.
    16. John H. Kagel & Jean-Francois Richard, 2001. "Super-Experienced Bidders In First-Price Common-Value Auctions: Rules Of Thumb, Nash Equilibrium Bidding, And The Winner'S Curse," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 408-419, August.
    17. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
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    Cited by:

    1. Fischer, Sven & Guth, Werner & Kaplan, Todd & Zultan, Roi, 2014. "Auctions and Leaks: A Theoretical and Experimental Investigation," MPRA Paper 58940, University Library of Munich, Germany.
    2. Alejandro Martínez-Marquina & Muriel Niederle & Emanuel Vespa, 2017. "Probabilistic States versus Multiple Certainties: The Obstacle of Uncertainty in Contingent Reasoning," NBER Working Papers 24030, National Bureau of Economic Research, Inc.
    3. Esponda, Ignacio & Vespa, Emanuel, 2023. "Contingent Thinking and the Sure-Thing Principle: Revisiting Classic Anomalies in the Laboratory#," University of California at San Diego, Economics Working Paper Series qt32j4d5z2, Department of Economics, UC San Diego.
    4. Koch, Christian & Penczynski, Stefan P., 2018. "The winner's curse: Conditional reasoning and belief formation," Journal of Economic Theory, Elsevier, vol. 174(C), pages 57-102.
    5. Ivanova-Stenzel, Radosveta & Seres, Gyula, 2021. "Are strategies anchored?," European Economic Review, Elsevier, vol. 135(C).
    6. Moser, Johannes, 2017. "Hypothetical thinking and the winner's curse: An experimental investigation," University of Regensburg Working Papers in Business, Economics and Management Information Systems 36304, University of Regensburg, Department of Economics.
    7. Sven Fischer & Werner Güth & Todd R. Kaplan & Ro'i Zultan, 2021. "Auctions With Leaks About Early Bids: Analysis And Experimental Behavior," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 722-739, April.
    8. Evan M. Calford & Timothy N. Cason, 2024. "Contingent Reasoning and Dynamic Public Goods Provision," American Economic Journal: Microeconomics, American Economic Association, vol. 16(2), pages 236-266, May.
    9. Fischer, Sven & Guth, Werner & Kaplan, Todd & Zultan, Roi, 2014. "Auctions and Leaks: A Theoretical and Experimental Investigation," MPRA Paper 58940, University Library of Munich, Germany.
    10. Moser, Johannes, 2018. "Hypothetical thinking and the winner's curse: An experimental investigation," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181506, Verein für Socialpolitik / German Economic Association.
    11. Pidduck, Robert J. & Townsend, David M. & Busenitz, Lowell W., 2024. "Non-probabilistic reasoning in navigating entrepreneurial uncertainty: A psychology of religious faith lens," Journal of Business Venturing, Elsevier, vol. 39(4).
    12. Johannes Moser, 2019. "Hypothetical thinking and the winner’s curse: an experimental investigation," Theory and Decision, Springer, vol. 87(1), pages 17-56, July.
    13. Onur Sapci, 2021. "The impact of environmental economics class on college students` future temperature expectations," Economics Bulletin, AccessEcon, vol. 41(3), pages 1887-1897.
    14. Alex Rees-Jones & Ran Shorrer & Chloe J. Tergiman, 2020. "Correlation Neglect in Student-to-School Matching," NBER Working Papers 26734, National Bureau of Economic Research, Inc.
    15. Johannes Moser, 2017. "Hypothetical thinking and the winner's curse: An experimental investigation," Working Papers 176, Bavarian Graduate Program in Economics (BGPE).
    16. Sotiris Georganas & Dan Levin & Peter McGee, 2017. "Optimistic irrationality and overbidding in private value auctions," Experimental Economics, Springer;Economic Science Association, vol. 20(4), pages 772-792, December.
    17. Olivier Bochet & Jacopo Magnani, 2021. "Limited Strategic Thinking and the Cursed Match," Working Papers 20210071, New York University Abu Dhabi, Department of Social Science, revised Sep 2021.

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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D44 - Microeconomics - - Market Structure, Pricing, and Design - - - Auctions
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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