Perception des risques sur les marchés, construction d'un indice élaboré à partir des smiles d'options et test de stratégies
Risk perception on financial markets, construction of anindicator based on options smiles and test of strategies This work aims to construct an indicator reflecting the risk perception on different markets and to test if this information is valuable in elaborating allocation strategies. We use daily option smiles data on 5markets (SαP 500, DAX, Nikkei, euro/$ and $/yen) during the period October 1999 — June 2003 to calculate the distribution of market expectations (the risk neutral density function) each day. By comparing this distribution to the historical density function (calculated using a kernel estimator), we deduce investor risk aversion, which allows us to build an indicator of risk perception for each of the 5markets as well as a global indicator. We test the profitability of strategies based on our indicators. We underweight risky assets when risk aversion is high and overweight when it is low. Comparing the performances of our test portfolios with that of a benchmark composed of 50%/50 % of risky/non risky assets, we show that signals given by our risk aversion indicators help to improve portfolio performances, except for the forex positions.
Volume (Year): 114 (2004)
Issue (Month): 4 ()
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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.:
- Corrado, Charles J & Su, Tie, 1996.
"Skewness and Kurtosis in S&P 500 Index Returns Implied by Option Prices,"
Journal of Financial Research,
Southern Finance Association;Southwestern Finance Association, vol. 19(2), pages 175-92, Summer.
- Charles J. Corrado & Tie Su, 1996. "Skewness And Kurtosis In S&P 500 Index Returns Implied By Option Prices," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(2), pages 175-192, 06.
- Jondeau, Eric & Rockinger, Michael, 1998.
"Reading the Smile: The Message Conveyed by Methods which Infer Risk Neutral Densities,"
CEPR Discussion Papers
2009, C.E.P.R. Discussion Papers.
- Jondeau, Eric & Rockinger, Michael, 2000. "Reading the smile: the message conveyed by methods which infer risk neutral densities," Journal of International Money and Finance, Elsevier, vol. 19(6), pages 885-915, December.
- Michael Rockinger & Eric Jondeau, 1997. "Reading the Smile: The Message Conveyed by Methods which Infer Risk Neutral Densities," Working Papers hal-00601591, HAL.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2001.
"Aggregate price shocks and financial instability: a historical analysis,"
2000-005, Federal Reserve Bank of St. Louis.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2002. "Aggregate Price Shocks and Financial Instability: A Historical Analysis," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 521-538, October.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2000. "Aggregate Price Shocks and Financial Instability: An Historical Analysis," NBER Working Papers 7652, National Bureau of Economic Research, Inc.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2000. "Aggregate Price Shocks and Financial Instability: An Historical Analysis," NBER Historical Working Papers 0125, National Bureau of Economic Research, Inc.
- Mc Manus, Des, 1999. "The Information Content of Interest Rate Futures Options," Staff Working Papers 99-15, Bank of Canada.
- Neuhaus, Holger, 1995. "The information content of derivatives for monetary policy: Implied volatilities and probabilities," Discussion Paper Series 1: Economic Studies 1995,03e, Deutsche Bundesbank, Research Centre.
- Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-54, May-June.
- Yacine Ait-Sahalia & Andrew W. Lo, 2000.
"Nonparametric Risk Management and Implied Risk Aversion,"
NBER Working Papers
6130, National Bureau of Economic Research, Inc.
- Ait-Sahalia, Yacine & Lo, Andrew W., 2000. "Nonparametric risk management and implied risk aversion," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 9-51.
- Allan M. Malz, 1997. "Option-implied probability distributions and currency excess returns," Staff Reports 32, Federal Reserve Bank of New York.
- Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
- Mark Illing & Ying Liu, 2003. "An Index of Financial Stress for Canada," Staff Working Papers 03-14, Bank of Canada.
- Joshua Rosenberg & Robert F. Engle, 2000.
"Empirical Pricing Kernels,"
New York University, Leonard N. Stern School Finance Department Working Paper Seires
99-014, New York University, Leonard N. Stern School of Business-.
- Cox, John C. & Ross, Stephen A., 1976. "The valuation of options for alternative stochastic processes," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 145-166.
- Harrison, J. Michael & Pliska, Stanley R., 1981. "Martingales and stochastic integrals in the theory of continuous trading," Stochastic Processes and their Applications, Elsevier, vol. 11(3), pages 215-260, August.
- Buchen, Peter W. & Kelly, Michael, 1996. "The Maximum Entropy Distribution of an Asset Inferred from Option Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(01), pages 143-159, March.
- Jens Carsten Jackwerth., 1996.
"Recovering Risk Aversion from Option Prices and Realized Returns,"
Research Program in Finance Working Papers
RPF-265, University of California at Berkeley.
- Jackwerth, Jens Carsten, 2000. "Recovering Risk Aversion from Option Prices and Realized Returns," Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 433-51.
- Jens Carsten Jackwerth, 1998. "Recovering Risk Aversion from Option Prices and Realized Returns," Finance 9803002, EconWPA.
- Robert C. Merton, 1973. "Theory of Rational Option Pricing," Bell Journal of Economics, The RAND Corporation, vol. 4(1), pages 141-183, Spring.
- Breeden, Douglas T & Litzenberger, Robert H, 1978. "Prices of State-contingent Claims Implicit in Option Prices," The Journal of Business, University of Chicago Press, vol. 51(4), pages 621-51, October.
- Jackwerth, Jens Carsten & Rubinstein, Mark, 1996. " Recovering Probability Distributions from Option Prices," Journal of Finance, American Finance Association, vol. 51(5), pages 1611-32, December.
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