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.)
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- 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.
- 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.
- Peter J. Knez & Zhiwu Chen, 1998.
"Portfolio Performance Measurement: Theory and Applications,"
Yale School of Management Working Papers
ysm48, Yale School of Management.
- 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.
- 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.
- Gul, Faruk, 1991. "A Theory of Disappointment Aversion," Econometrica, Econometric Society, vol. 59(3), pages 667-86, May.
- William F. Sharpe, 1965. "Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 39, pages 119.
- Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
- Charles Lee & Andrei Shleifer & Richard Thaler, 1990.
"Investor Sentiment and the Closed-End Fund Puzzle,"
NBER Working Papers
3465, National Bureau of Economic Research, Inc.
- 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.
- 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.
- 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.
- 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.
- Shlomo Benartzi & Richard H. Thaler, 1993.
"Myopic Loss Aversion and the Equity Premium Puzzle,"
NBER Working Papers
4369, National Bureau of Economic Research, Inc.
- Benartzi, Shlomo & Thaler, Richard H, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, MIT Press, vol. 110(1), pages 73-92, February.
- Nicholas Barberis & Ming Huang & Tano Santos, 1999.
"Prospect Theory and Asset Prices,"
NBER Working Papers
7220, National Bureau of Economic Research, Inc.
- Nicholas Barberis & Ming Huang & Tano Santos, . "Prospect Theory and Asset Prices," CRSP working papers 494, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Nicholas BARBERIS & Ming HUANG & Tano SANTOS, 2000. "Prospect Theory and Asset Prices," FAME Research Paper Series rp16, International Center for Financial Asset Management and Engineering.
- 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.
- 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.
- 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.
- 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-.
- 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.
- 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.
- Fielding, David & Stracca, Livio, 2003. "Myopic loss aversion, disappointment aversion, and the equity premium puzzle," Working Paper Series 0203, European Central Bank.
- 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.
- Philippe Artzner & Freddy Delbaen & Jean-Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228.
- 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.
- Lawrence R. Glosten & Ravi Jagannathan, 1993. "A contingent claim approach to performance evaluation," Staff Report 159, Federal Reserve Bank of Minneapolis.
- 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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