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From Aggregate Betting Data to Individual Risk Preferences

  • Chiappori, Pierre-André
  • Gandhi, Amit
  • Salanié, Bernard
  • Salanié, François

As a textbook model of contingent markets, horse races are an attractive environment to study the attitudes towards risk of bettors. We innovate on the literature by explicitly considering heterogeneous bettors and allowing for very general risk preferences, including non-expected utility. We build on a standard single-crossing condition on preferences to derive testable implications; and we show how parimutuel data allow us to uniquely identify the distribution of preferences among the population of bettors. We then estimate the model on data from US races. Within the expected utility class, the most usual specifications (CARA and CRRA) fit the data very badly. Our results show evidence for both heterogeneity and nonlinear probability weighting.

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Paper provided by Toulouse School of Economics (TSE) in its series TSE Working Papers with number 13-453.

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Date of creation: Oct 2012
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Handle: RePEc:tse:wpaper:27789
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  1. Levon Barseghyan & Francesca Molinari & Ted O'Donoghue & Joshua C. Teitelbaum, 2012. "The Nature of Risk Preferences: Evidence from Insurance Choices," CESifo Working Paper Series 3933, CESifo Group Munich.
  2. Simon N. Wood, 2008. "Fast stable direct fitting and smoothness selection for generalized additive models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(3), pages 495-518.
  3. Eric Gautier & Yuichi Kitamura, 2011. "Nonparamatric estimation in random coefficients binary choice models," Working Papers hal-00403939, HAL.
  4. Brown, Donald J & Matzkin, Rosa L, 1996. "Testable Restrictions on the Equilibrium Manifold," Econometrica, Econometric Society, vol. 64(6), pages 1249-62, November.
  5. Weitzman, Martin L., 1965. "Utility Analysis and Group Behavior: An Empirical Study," Scholarly Articles 3710799, Harvard University Department of Economics.
  6. Beetsma, R.M.W.J. & Schotman, P.C., 1998. "Measuring Risk Attitudes in a Natural Experiment: Data from The Television Game Show LINGO," Papers 98-48, Southern California - School of Business Administration.
  7. Dohmen Thomas & Falk Armin & Huffman David & Sunde Uwe & Schupp Jürgen & Wagner Gert, 2009. "Individual Risk Attitudes: Measurement, Determinants and Behavioral Consequences," ROA Research Memorandum 007, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  8. Barsky, Robert B, et al, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, MIT Press, vol. 112(2), pages 537-79, May.
  9. Lars Peter Hansen, 2007. "Beliefs, Doubts and Learning: Valuing Macroeconomic Risk," American Economic Review, American Economic Association, vol. 97(2), pages 1-30, May.
  10. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2010. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," Econometrica, Econometric Society, vol. 78(4), pages 1375-1412, 07.
  11. Pierre‐André Chiappori & Monica Paiella, 2011. "Relative Risk Aversion Is Constant: Evidence From Panel Data," Journal of the European Economic Association, European Economic Association, vol. 9(6), pages 1021-1052, December.
  12. P.A. Chiappori & I. Ekeland & F. Kubler & H.M. Polemarchakis, 2002. "Testable Implications of General Equilibrium Theory: a differentiable approach," Working Papers 2002-10, Brown University, Department of Economics.
  13. Erik Snowberg & Justin Wolfers, 2010. "Explaining the Favorite-Long Shot Bias: Is it Risk-Love or Misperceptions?," Journal of Political Economy, University of Chicago Press, vol. 118(4), pages 723-746, 08.
  14. Jérôme Foncel & Nicolas Treich, 2005. "Fear of Ruin," Journal of Risk and Uncertainty, Springer, vol. 31(3), pages 289-300, December.
  15. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
  16. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
  17. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David B. & Sunde, Uwe, 2006. "Cross-sectional Earnings Risk and Occupational Sorting: The Role of Risk Attitudes," IZA Discussion Papers 1930, Institute for the Study of Labor (IZA).
  18. Kubler, Félix & Chiappori, Pierre-André & Ekeland, Ivar & Polemarchakis, Herades, 2002. "The Identification of Preferences from Equilibrium Prices under Uncertainty," Economics Papers from University Paris Dauphine 123456789/13505, Paris Dauphine University.
  19. Lars Peter Hansen & Thomas J. Sargent, 2007. "Introduction to Robustness," Introductory Chapters, Princeton University Press.
  20. Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
  21. anonymous, 2007. "Bank asset growth robust, statistics show," Financial Update, Federal Reserve Bank of Atlanta.
  22. Lars Peter Hansen, 2007. "Beliefs, Doubts and Learning: Valuing Economic Risk," NBER Working Papers 12948, National Bureau of Economic Research, Inc.
  23. Justin Sydnor, 2010. "(Over)insuring Modest Risks," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 177-99, October.
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