Probability weighting and loss aversion in futures hedging
We analyze how the introduction of probability weighting and loss aversion in a futures hedging model affects decision making. Analytical findings indicate that probability weighting alone always affects optimal hedge ratios, while loss and risk aversion only have an impact when probability weighting exists. In the presence of probability weighting, simulation results for a relevant range of parameter values suggest that probability weighting is dominant; changes in probability weighting affect hedge ratios relatively more than changes in loss and risk aversion. When decisions are made independently, loss aversion has a relatively small impact on hedge ratios for all parameter values, and risk aversion becomes important for only a narrow range of risk coefficients which produce implausible speculative behavior. When prior losses and gains affect behavior, hedging is influenced most by prior outcomes that influence risk attitudes, but this effect is still somewhat less than the consequences of changes in probability weighting.
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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.:
- Berkelaar, Arjan & Kouwenberg, Roy, 2009.
"From boom 'til bust: How loss aversion affects asset prices,"
Journal of Banking & Finance,
Elsevier, vol. 33(6), pages 1005-1013, June.
- Berkelaar, A.B. & Kouwenberg, R.R.P., 2000. "From boom til bust: how loss aversion affects asset prices," Econometric Institute Research Papers EI 2000-21/A, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Marc Rieger & Mei Wang, 2006. "Cumulative prospect theory and the St. Petersburg paradox," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 28(3), pages 665-679, 08.
- Abdellaoui, Mohammed & Vossman, Frank & Weber, Martin, 2003.
"Choice-Based Elicitation and Decomposition of Decision Weights for Gains and Losses Under Uncertainty,"
CEPR Discussion Papers
3756, C.E.P.R. Discussion Papers.
- Mohammed Abdellaoui & Frank Vossmann & Martin Weber, 2005. "Choice-Based Elicitation and Decomposition of Decision Weights for Gains and Losses Under Uncertainty," Management Science, INFORMS, vol. 51(9), pages 1384-1399, September.
- Shlomo Benartzi & Richard H. Thaler, 1993.
"Myopic Loss Aversion and the Equity Premium Puzzle,"
NBER Working Papers
4369, National Bureau of Economic Research, Inc.
- Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, Oxford University Press, vol. 110(1), pages 73-92.
- Philip Garcia, 2004. "A selected review of agricultural commodity futures and options markets," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(3), pages 235-272, September.
- Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, 02.
- Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
- Barberis, Nicholas & Thaler, Richard, 2003.
"A survey of behavioral finance,"
Handbook of the Economics of Finance,
in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 18, pages 1053-1128
- Arjan B. Berkelaar & Roy Kouwenberg & Thierry Post, 2004.
"Optimal Portfolio Choice under Loss Aversion,"
The Review of Economics and Statistics,
MIT Press, vol. 86(4), pages 973-987, November.
- Keasey, Kevin & Moon, Philip, 1996. "Gambling with the house money in capital expenditure decisions: An experimental analysis," Economics Letters, Elsevier, vol. 50(1), pages 105-110, January.
- Joost M. E. Pennings & Ale Smidts, 2003.
"The Shape of Utility Functions and Organizational Behavior,"
INFORMS, vol. 49(9), pages 1251-1263, September.
- Pennings, J.M.E. & Smidts, A., 2002. "The Shape of Utility Functions and Organizational Behavior," ERIM Report Series Research in Management ERS-2002-18-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
- Levy, Haim & Levy, Moshe, 2002. "Arrow-Pratt Risk Aversion, Risk Premium and Decision Weights," Journal of Risk and Uncertainty, Springer, vol. 25(3), pages 265-290, November.
- Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
- Henry Stott, 2006. "Cumulative prospect theory's functional menagerie," Journal of Risk and Uncertainty, Springer, vol. 32(2), pages 101-130, March.
- Robert A. Collins, 1997. "Toward a Positive Economic Theory of Hedging," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 488-499.
- John List, 2003.
"Does market experience eliminate market anomalies?,"
Natural Field Experiments
00297, The Field Experiments Website.
- John A. List, 2003. "Does Market Experience Eliminate Market Anomalies?," The Quarterly Journal of Economics, Oxford University Press, vol. 118(1), pages 41-71.
- Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
- Schoemaker, Paul J H, 1982. "The Expected Utility Model: Its Variants, Purposes, Evidence and Limitations," Journal of Economic Literature, American Economic Association, vol. 20(2), pages 529-563, June.
- Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
- John A. List, 2003.
"Neoclassical Theory Versus Prospect Theory: Evidence from the Marketplace,"
NBER Working Papers
9736, National Bureau of Economic Research, Inc.
- John A. List, 2004. "Neoclassical Theory Versus Prospect Theory: Evidence from the Marketplace," Econometrica, Econometric Society, vol. 72(2), pages 615-625, 03.
- John List, 2004. "Neoclassical theory versus prospect theory: Evidence from the marketplace," Framed Field Experiments 00174, The Field Experiments Website.
- Hirshleifer, David, 2001.
"Investor Psychology and Asset Pricing,"
5300, University Library of Munich, Germany.
- Langer, Thomas & Weber, Martin, 2005. "Myopic prospect theory vs. myopic loss aversion: how general is the phenomenon?," Journal of Economic Behavior & Organization, Elsevier, vol. 56(1), pages 25-38, January.
- Alarie, Yves & Dionne, Georges, 2001. "Lottery Decisions and Probability Weighting Function," Journal of Risk and Uncertainty, Springer, vol. 22(1), pages 21-33, January.
- Locke, Peter R. & Mann, Steven C., 2005. "Professional trader discipline and trade disposition," Journal of Financial Economics, Elsevier, vol. 76(2), pages 401-444, May.
- Amos Tversky & Daniel Kahneman, 1979.
"Prospect Theory: An Analysis of Decision under Risk,"
Levine's Working Paper Archive
7656, David K. Levine.
- Kahneman, Daniel & Tversky, Amos, 1979. "Prospect Theory: An Analysis of Decision under Risk," Econometrica, Econometric Society, vol. 47(2), pages 263-291, March.
- Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
- Lence, Sergio H., 1996.
"Relaxing the Assumptions of Minimum-Variance Hedging,"
Staff General Research Papers Archive
5156, Iowa State University, Department of Economics.
- Lence, Sergio H., 1996. "Relaxing The Assumptions Of Minimum-Variance Hedging," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 21(01), July.
- Francisco J. Gomes, 2005. "Portfolio Choice and Trading Volume with Loss-Averse Investors," The Journal of Business, University of Chicago Press, vol. 78(2), pages 675-706, March.
- Massimo Massa & Andrei Simonov, 2005.
"Behavioral Biases and Investment,"
Review of Finance,
European Finance Association, vol. 9(4), pages 483-507.
- Carl H. Nelson, 2004. "Toward exploring the location-scale condition: a constant relative risk aversion location-scale objective function," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(3), pages 273-287, September.
- Nicholas Barberis & Ming Huang & Tano Santos, 2001. "Prospect Theory and Asset Prices," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 1-53.
- Humphrey, Steven J. & Verschoor, Arjan, 2004. "The probability weighting function: experimental evidence from Uganda, India and Ethiopia," Economics Letters, Elsevier, vol. 84(3), pages 419-425, September.
- Michael Faulkender, 2005. "Hedging or Market Timing? Selecting the Interest Rate Exposure of Corporate Debt," Journal of Finance, American Finance Association, vol. 60(2), pages 931-962, 04.
- Mohammed Abdellaoui, 2000. "Parameter-Free Elicitation of Utility and Probability Weighting Functions," Management Science, INFORMS, vol. 46(11), pages 1497-1512, November.
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