Testing for Reference Dependence: An Application to the Art Market
AbstractThis paper tests for reference dependence, using data from Impressionist and Contemporary Art auctions. We distinguish reference dependence based on rule of thumb learning from reference dependence based on rational learning. Furthermore, we distinguish pure reference dependence from effects due to loss aversion. Thus, we use actual market data to test essential characteristics of Kahneman and Tversky`s Prospect Theory. The main methodological innovations of this paper are firstly, that reference dependence can be identified separately from loss aversion. Secondly, we introduce a consistent non-linear estimator to deal with measurement errors problems involved in testing for loss aversion. In this dataset, we find strong reference dependence but no loss aversion.
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Bibliographic InfoPaper provided by University of Oxford, Department of Economics in its series Economics Series Working Papers with number 228.
Date of creation: 01 Mar 2005
Date of revision:
Reference Dependence; Loss Aversion; Prospect Theory; Art; Auctions;
Other versions of this item:
- Beggs, Alan & Graddy, Kathryn, 2005. "Testing for Reference Dependence: An Application to the Art Market," CEPR Discussion Papers 4982, C.E.P.R. Discussion Papers.
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
- D44 - Microeconomics - - Market Structure and Pricing - - - Auctions
- L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
This paper has been announced in the following NEP Reports:
- NEP-ALL-2006-03-18 (All new papers)
- NEP-CUL-2006-03-18 (Cultural Economics)
- NEP-ECM-2006-03-18 (Econometrics)
- NEP-UPT-2006-03-18 (Utility Models & Prospect Theory)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Kahneman, Daniel & Tversky, Amos, 1979.
"Prospect Theory: An Analysis of Decision under Risk,"
Econometric Society, vol. 47(2), pages 263-91, March.
- Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
- Jianping Mei & Michael Moses, 2002. "Art as an Investment and the Underperformance of Masterpieces," American Economic Review, American Economic Association, vol. 92(5), pages 1656-1668, December.
- Bruno Jullien & Bernard Salanié, 1997.
"Estimating Preferences under Risk : The Case of Racetrack Bettors,"
97-39, Centre de Recherche en Economie et Statistique.
- Bruno Jullien & Bernard Salanie, 2000. "Estimating Preferences under Risk: The Case of Racetrack Bettors," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 503-530, June.
- Kathryn Graddy & Orley Ashenfelter, 2002.
"Auctions and the Price of Art,"
Economics Series Working Papers
131, University of Oxford, Department of Economics.
- Genesove, David & Mayer, Christopher, 2001.
"Loss Aversion and Seller Behaviour: Evidence from the Housing Market,"
CEPR Discussion Papers
2813, C.E.P.R. Discussion Papers.
- David Genesove & Christopher Mayer, 2001. "Loss Aversion And Seller Behavior: Evidence From The Housing Market," The Quarterly Journal of Economics, MIT Press, vol. 116(4), pages 1233-1260, November.
- David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," NBER Working Papers 8143, National Bureau of Economic Research, Inc.
- David Genesove & Christopher Mayer, . "Loss Aversion and Seller Behavior: Evidence from the Housing Market," Zell/Lurie Center Working Papers 323, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Donald W.K. Andrews & Werner Ploberger, 1992.
"Optimal Tests When a Nuisance Parameter Is Present Only Under the Alternative,"
Cowles Foundation Discussion Papers
1015, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
- Alan Beggs & Kathryn Graddy, 1997.
"Declining Values and the Afternoon Effect: Evidence from Art Auctions,"
RAND Journal of Economics,
The RAND Corporation, vol. 28(3), pages 544-565, Autumn.
- Beggs, A. & Graddy, K., 1996. "Declining Values and the Afternoon Effect: Evidence from Art Auctions," Economics Series Working Papers 99184, University of Oxford, Department of Economics.
- Whitney K. Newey, 2001.
"Flexible Simulated Moment Estimation Of Nonlinear Errors-In-Variables Models,"
The Review of Economics and Statistics,
MIT Press, vol. 83(4), pages 616-627, November.
- Whitney Newey, 1999. "Flexible Simulated Moment Estimation of Nonlinear Errors-in-Variables Models," Working papers 99-02, Massachusetts Institute of Technology (MIT), Department of Economics.
- Robert B. Davies, 2002. "Hypothesis testing when a nuisance parameter is present only under the alternative: Linear model case," Biometrika, Biometrika Trust, vol. 89(2), pages 484-489, June.
- Susanne M. Schennach, 2004. "Estimation of Nonlinear Models with Measurement Error," Econometrica, Econometric Society, vol. 72(1), pages 33-75, 01.
- Nicholas Barberis & Ming Huang & Tano Santos, 2001. "Prospect Theory And Asset Prices," The Quarterly Journal of Economics, MIT Press, vol. 116(1), pages 1-53, February.
- Victor Ginsburgh & Pierre-Michel Menger, 1996.
"Economics of the arts: selected essays,"
ULB Institutional Repository
2013/1655, ULB -- Universite Libre de Bruxelles.
- Erdos, Péter & Ormos, Mihály, 2010. "Random walk theory and the weak-form efficiency of the US art auction prices," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1062-1076, May.
- Erdős, Péter & Ormos, Mihály, 2012. "Pricing of collectibles: Baedeker guidebooks," Economic Modelling, Elsevier, vol. 29(5), pages 1968-1978.
- Kathryn Graddy & Lara Loewenstein & Jianping Mei & Mike Moses & Rachel Pownall, 2014. "Anchoring or Loss Aversion? Empirical Evidence from Art Auctions," Working Papers 73, Brandeis University, Department of Economics and International Businesss School.
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