The descriptive and predictive adequacy of theories of decision making under uncertainty/ambiguity
Abstract
In this paper we examine the performance of theories of decision making under uncertainty/ambiguity from the perspective of their descriptive and predictive power, taking into account the relative parsimony of the various theories. To this end, we employ an innovative experimental design which enables us to reproduce ambiguity in the laboratory in a transparent and non-probabilistic way. We find that judging theories on the basis of their theoretical appeal, or on their ability to do well in testing contexts, is not the same as judging them on the basis of their explanatory and predictive power. We also find that the more elegant theoretical models do not perform as well as simple rules of thumb.(This abstract was borrowed from another version of this item.)
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Bibliographic Info
Article provided by Springer in its journal Journal of Risk and Uncertainty.
Volume (Year): 41 (2010)
Issue (Month): 2 (October)
Pages: 81-111
Contact details of provider:
Web page: http://www.springerlink.com/link.asp?id=100299
Related research
Keywords: Ambiguity; Bingo blower; Choquet expected utility; Decision field theory; Decision making; (Subjective) expected utility; (Gilboa and Schmeidler) MaxMin EU; (Gilboa and Schmeidler) MaxMax EU; (Ghirardato) alpha model; MaxMin; MaxMax; Minimum regret; Prospect theory; Uncertainty; D81; C91;Other versions of this item:
- John D Hey & Gianna Lotito & Anna Maffioletti, 2008. "The Descriptive and Predictive Adequacy of Theories of Decision Making Under Uncertainty/Ambiguity," Discussion Papers 08/04, Department of Economics, University of York.
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Natalia Shestakova, 2010. "Pricing Scheme Choice: How Process Affects Outcome," CERGE-EI Working Papers wp411, The Center for Economic Research and Graduate Education - Economic Institute, Prague.
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- Michèle Cohen & Jean-Marc Tallon & Jean-Christophe Vergnaud, 2009. "An experimental investigation of imprecision attitude and its relation with risk attitude and impatience," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00389674, HAL.
- Michèle Cohen & Jean-Marc Tallon & Jean-Christophe Vergnaud, 2011. "An experimental investigation of imprecision attitude and its relation with risk attitude and impatience," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00502820, HAL.
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"The Explanatory and Predictive Power of Non Two-Stage-Probability Theories of Decision Making Under Ambiguity,"
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"Eliciting ambiguity aversion in unknown and in compound lotteries: A KMM experimental approach,"
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