A Bayesian Approach to Uncentainty Aversion
AbstractThe Ellsberg paradox demonstrates that people's belief over uncertain events might not be representable by subjective probability. We argue that Uncertainty Aversion may be viewed as a case of "Rule Rationality''. This paradigm claims that people's decision making has evolved to simple rules that perform well in most regular environments. Such an environment consists of replicas of some basic singular circumstance. When the rule is applied to a singular environment, the behavior may seem paradoxical. We claim that the regular environment in which decisions under uncertainty take place, is described by one decision that spans multiple ambiguous risks, which are positively correlated. We show that when a risk averse individual has a Bayesian prior and uses a rule, which is optimal for the regular ambiguous environment, to evaluate a singular vague circumstance - his behavior will exhibit uncertainty aversion. Thus, the behavior predicted by Ellsberg may be explained within the Bayesian expected utility paradigm.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Penn Economics Department in its series Penn CARESS Working Papers with number f17f3e2c6ad93e4b53fd58fc9b88a886.
Date of creation:
Date of revision:
Contact details of provider:
Web page: http://www.dklevine.com/
Other versions of this item:
- Feltkamp, Vincent & Halevy, Yoram, 2004. "A Bayesian Approach to Uncertainty Aversion," Microeconomics.ca working papers halevy-04-02-13-07-48-37, Vancouver School of Economics, revised 25 Feb 2014.
- Vincent Feltkamp & Yoram Halevy, 1999. "- A Bayesian Approach To Uncertainty Aversion," Working Papers. Serie AD 1999-14, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Yoram Halevy & Vincent Feltkamp, . "A Bayesian Approach to Uncentainty Aversion," CARESS Working Papres 99-03, University of Pennsylvania Center for Analytic Research and Economics in the Social Sciences.
- Vincent Feltkamp & Yoram Halevy, 2000. "A Bayesian Approach to Uncertainty Aversion," Econometric Society World Congress 2000 Contributed Papers 1125, Econometric Society.
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
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.:
- Sarin, R. & Wakker, P.P., 1996.
"A Single-Stage Approach to Anscombe and Aumann's Expected Utility,"
1996-45, Tilburg University, Center for Economic Research.
- Sarin, Rakesh & Wakker, Peter, 1997. "A Single-Stage Approach to Anscombe and Aumann's Expected Utility," Review of Economic Studies, Wiley Blackwell, vol. 64(3), pages 399-409, July.
- Rothschild, Michael & Stiglitz, Joseph E., 1970. "Increasing risk: I. A definition," Journal of Economic Theory, Elsevier, vol. 2(3), pages 225-243, September.
- David Schmeidler, 1989.
"Subjective Probability and Expected Utility without Additivity,"
Levine's Working Paper Archive
7662, David K. Levine.
- Schmeidler, David, 1989. "Subjective Probability and Expected Utility without Additivity," Econometrica, Econometric Society, vol. 57(3), pages 571-87, May.
- Machina, Mark J & Schmeidler, David, 1992.
"A More Robust Definition of Subjective Probability,"
Econometric Society, vol. 60(4), pages 745-80, July.
- Mark J. Machina & David Schmeidler, 1990. "A More Robust Definition of Subjective Probability," Discussion Paper Serie A 306, University of Bonn, Germany.
- Machina,Mark & Schmeidler,David, 1991. "A more robust definition of subjective probability," Discussion Paper Serie A 365, University of Bonn, Germany.
- Aumann, Robert J., 1997. "Rationality and Bounded Rationality," Games and Economic Behavior, Elsevier, vol. 21(1-2), pages 2-14, October.
- Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
- Camerer, Colin & Weber, Martin, 1992. " Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-70, October.
- Segal, Uzi, 1987.
"The Ellsberg Paradox and Risk Aversion: An Anticipated Utility Approach,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(1), pages 175-202, February.
- Uzi Segal, 1985. "The Ellsberg Paradox and Risk Aversion: An Anticipated Utility Approach," UCLA Economics Working Papers 362, UCLA Department of Economics.
- Gilboa, Itzhak, 1987. "Expected utility with purely subjective non-additive probabilities," Journal of Mathematical Economics, Elsevier, vol. 16(1), pages 65-88, February.
- Larry Epstein, 1997. "Uncertainty Aversion," Working Papers epstein-97-01, University of Toronto, Department of Economics.
- Sarin, Rakesh K & Wakker, Peter, 1992. "A Simple Axiomatization of Nonadditive Expected Utility," Econometrica, Econometric Society, vol. 60(6), pages 1255-72, November.
- Hoffman, Elizabeth & McCabe, Kevin & Smith, Vernon L, 1996. "Social Distance and Other-Regarding Behavior in Dictator Games," American Economic Review, American Economic Association, vol. 86(3), pages 653-60, June.
- Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
- Zvi Safra & Uzi Segal, 2005. "Are Universal Preferences Possible? Calibration Results for Non-Expected Utility Theories," Boston College Working Papers in Economics 633, Boston College Department of Economics.
- Pierre Fleckinger, 2007. "On Multiagent Moral Hazard under Technological Uncertainty," Working Papers hal-00240716, HAL.
- Alfred Müller & Marco Scarsini, 2002. "Even Risk-Averters may Love Risk," Theory and Decision, Springer, vol. 52(1), pages 81-99, February.
- Yang, Chun-Lei & Yao, Lan, 2011. "Ellsberg Paradox and Second-order Preference Theories on Ambiguity: Some New Experimental Evidence," MPRA Paper 28531, University Library of Munich, Germany.
- Gregory DeAngelo & Gary Charness, 2012. "Deterrence, expected cost, uncertainty and voting: Experimental evidence," Journal of Risk and Uncertainty, Springer, vol. 44(1), pages 73-100, February.
- David Cooper & David Johnson, 2013. "Ambiguity in Performance Pay: An Online Experiment," Working Papers 2013-27, Department of Economics, University of Calgary, revised 14 Nov 2013.
- Rasmusen, Eric, 2010.
"Career concerns and ambiguity aversion,"
Elsevier, vol. 108(2), pages 175-177, August.
- Mark Dean & Pietro Ortoleva, 2012. "Allais, Ellsberg, and Preferences for Hedging," Working Papers 2012-2, Brown University, Department of Economics.
- Rick Harbaugh, 2005. "Prospect Theory or Skill Signaling?," Working Papers 2005-06, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Al-Najjar, Nabil I. & Weinstein, Jonathan, 2013. "A Bayesian Model of Knightian Uncertainty," Economics Series 300, Institute for Advanced Studies.
- Christoph Kuzmics, 2012. "Inferring preferences from choices under uncertainty," Working Papers 462, Bielefeld University, Center for Mathematical Economics.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (David K. Levine).
If references are entirely missing, you can add them using this form.