Error Propagation in the Elicitation of Utility and Probability Weighting Functions
AbstractElicitation methods in decision-making under risk allow us to infer the utilities of outcomes as well as the probability weights from the observed preferences of an individual. An optimally efficient elicitation method is proposed, which takes the inevitable distortion of preferences by random errors into account and minimizes the effect of such errors on the inferred utility and probability weighting functions. Under mild assumptions, the optimally efficient method for eliciting utilities and probability weights is the following three-stage procedure. First, a probability is elicited whose subjective weight is one half. Second, the utility function is elicited through the midpoint chaining certainty equivalent method using the probability elicited at the first stage. Finally, the probability weighting function is elicited through the probability equivalent method. Copyright Springer 2006
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Bibliographic InfoArticle provided by Springer in its journal Theory and Decision.
Volume (Year): 60 (2006)
Issue (Month): 2 (05)
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Web page: http://www.springerlink.com/link.asp?id=100341
cumulative prospect theory; decision theory; elicitation; von Neumannâ€“Morgenstern utility; probability weighting; rank-dependent expected utility; C91; D81;
Find related papers by JEL classification:
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- Booij, Adam S. & van de Kuilen, Gijs, 2009. "A parameter-free analysis of the utility of money for the general population under prospect theory," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 651-666, August.
- Adam Booij & Bernard Praag & Gijs Kuilen, 2010.
"A parametric analysis of prospect theory’s functionals for the general population,"
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Springer, vol. 68(1), pages 115-148, February.
- Booij, Adam S. & van Praag, Bernard M. S. & van de Kuilen, Gijs, 2009. "A Parametric Analysis of Prospect Theory's Functionals for the General Population," IZA Discussion Papers 4117, Institute for the Study of Labor (IZA).
- Adam S. Booij & Bernard M.S. Van Praag & Gijs Van De Kuilen, 2009. "A Parametric Analysis of Prospect Theory's Functionals for the General Population," CESifo Working Paper Series 2609, CESifo Group Munich.
- Gijs van de Kuilen & Peter P. Wakker, 2011.
"The Midweight Method to Measure Attitudes Toward Risk and Ambiguity,"
INFORMS, vol. 57(3), pages 582-598, March.
- Kuilen, G. van de & Wakker, P.P., 2011. "The midweight method to measure attitudes towards risk and ambiguity," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4275073, Tilburg University.
- Erner, Carsten & Klos, Alexander & Langer, Thomas, 2013. "Can prospect theory be used to predict an investor’s willingness to pay?," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 1960-1973.
- Blavatskyy, Pavlo R., 2012. "Utility of a quarter-million," Economics Letters, Elsevier, vol. 117(3), pages 650-653.
- Christopher Schwand & Rudolf Vetschera & Lea Wakolbinger, 2010. "The influence of probabilities on the response mode bias in utility elicitation," Theory and Decision, Springer, vol. 69(3), pages 395-416, September.
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