Performance Measurement with Loss Aversion
We examine a simple measure of portfolio performance based on prospect theory, which captures not only risk and return but also reflects differential aversion to upside and downside risk. The measure we propose is a ratio of gains to losses, with the gains and losses weighted (if desired) to reflect risk-aversion for gains and risk-seeking for losses. It can also be interpreted as the weighted ratio of the value of a call option to a put option, with the benchmark as the exercise price. When applying the loss-aversion performance measure to closed-end funds, we find that it gives significantly different rankings from those of conventional measures (such as the Sharpe ratio, Jensen's alpha, the Sortino ratio, and the Higher Moment measure), and gives the expected signs for the odd and even moments of tracking errors. However, loss-aversion performance is not more closely related to discounts on funds than are the conventional performance measures, so we have not found evidence that loss-aversion attracts investors to particular funds in the short-term.
(This abstract was borrowed from another version of this item.)
|Date of creation:||2005|
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- 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.
- Zweig, Martin E, 1973. "An Investor Expectations Stock Price Predictive Model Using Closed-End Fund Premiums," Journal of Finance, American Finance Association, vol. 28(1), pages 67-78, March.
- Fielding, David & Stracca, Livio, 2003.
"Myopic loss aversion, disappointment aversion, and the equity premium puzzle,"
Working Paper Series
0203, European Central Bank.
- Fielding, David & Stracca, Livio, 2007. "Myopic loss aversion, disappointment aversion, and the equity premium puzzle," Journal of Economic Behavior & Organization, Elsevier, vol. 64(2), pages 250-268, October.
- Fishburn, Peter C, 1977. "Mean-Risk Analysis with Risk Associated with Below-Target Returns," American Economic Review, American Economic Association, vol. 67(2), pages 116-26, March.
- Chay, J. B. & Trzcinka, Charles A., 1999.
"Managerial performance and the cross-sectional pricing of closed-end funds,"
Journal of Financial Economics,
Elsevier, vol. 52(3), pages 379-408, June.
- J.B. Chay & Charles Trzcinka, 1997. "Managerial Performance and the Cross-Sectional Pricing of Closed-End Funds," New York University, Leonard N. Stern School Finance Department Working Paper Seires 96-20, New York University, Leonard N. Stern School of Business-.
- Cumby, Robert E & Glen, Jack D, 1990. " Evaluating the Performance of International Mutual Funds," Journal of Finance, American Finance Association, vol. 45(2), pages 497-521, June.
- Chen, Zhiwu & Knez, Peter J, 1996.
"Portfolio Performance Measurement: Theory and Applications,"
Review of Financial Studies,
Society for Financial Studies, vol. 9(2), pages 511-55.
- Peter J. Knez & Zhiwu Chen, 1998. "Portfolio Performance Measurement: Theory and Applications," Yale School of Management Working Papers ysm48, Yale School of Management.
- 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.
- J. Bradford De Long & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1989.
"Positive Feedback Investment Strategies and Destabilizing Rational Speculation,"
NBER Working Papers
2880, National Bureau of Economic Research, Inc.
- De Long, J Bradford, et al, 1990. " Positive Feedback Investment Strategies and Destabilizing Rational Speculation," Journal of Finance, American Finance Association, vol. 45(2), pages 379-95, June.
- Rudolf, Markus & Wolter, Hans-Jurgen & Zimmermann, Heinz, 1999. "A linear model for tracking error minimization," Journal of Banking & Finance, Elsevier, vol. 23(1), pages 85-103, January.
- 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.
- Philippe Artzner & Freddy Delbaen & Jean-Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228.
- 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.
- Mark Grinblatt & Sheridan Titman, . "Portfolio Performance Evaluation: Old Issues and New Insights," Rodney L. White Center for Financial Research Working Papers 22-88, Wharton School Rodney L. White Center for Financial Research.
- Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991.
" Investor Sentiment and the Closed-End Fund Puzzle,"
Journal of Finance,
American Finance Association, vol. 46(1), pages 75-109, March.
- Connor, Gregory & Korajczyk, Robert A., 1986. "Performance measurement with the arbitrage pricing theory : A new framework for analysis," Journal of Financial Economics, Elsevier, vol. 15(3), pages 373-394, March.
- Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
- Lawrence R. Glosten & Ravi Jagannathan, 1993.
"A contingent claim approach to performance evaluation,"
159, Federal Reserve Bank of Minneapolis.
- Glosten, L. R. & Jagannathan, R., 1994. "A contingent claim approach to performance evaluation," Journal of Empirical Finance, Elsevier, vol. 1(2), pages 133-160, January.
- Gul, Faruk, 1991. "A Theory of Disappointment Aversion," Econometrica, Econometric Society, vol. 59(3), pages 667-86, May.
- Neilson, William S & Stowe, Jill, 2002. "A Further Examination of Cumulative Prospect Theory Parameterizations," Journal of Risk and Uncertainty, Springer, vol. 24(1), pages 31-46, January.
- William F. Sharpe, 1965. "Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 39, pages 119.
- 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.
- Grinblatt, Mark & Titman, Sheridan, 1994. "A Study of Monthly Mutual Fund Returns and Performance Evaluation Techniques," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(03), pages 419-444, September.
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