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What Does the Individual Option Volatility Smirk Tell Us About Future Equity Returns?

  • Yuhang Xing (a1), Xiaoyan Zhang (a2) and Rui Zhao (a3)
Abstract
Abstract

The shape of the volatility smirk has significant cross-sectional predictive power for future equity returns. Stocks exhibiting the steepest smirks in their traded options underperform stocks with the least pronounced volatility smirks in their options by 10.9% per year on a risk-adjusted basis. This predictability persists for at least 6 months, and firms with the steepest volatility smirks are those experiencing the worst earnings shocks in the following quarter. The results are consistent with the notion that informed traders with negative news prefer to trade out-of-the-money put options, and that the equity market is slow in incorporating the information embedded in volatility smirks.

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Amin K., and Lee C.. “Option Trading, Price Discovery, and Earnings News Dissemination.” Contemporary Accounting Research, 14 (1997), 153192.
Ang A.; Hodrick R. J.; Xing Y.; and Zhang X.. “The Cross-Section of Volatility and Expected Returns.” Journal of Finance, 61 (2006), 259299.
Bakshi G., and Kapadia N.. “Delta-Hedged Gains and the Negative Volatility Risk Premium.” Review of Financial Studies, 16 (2003a), 527566.
Bakshi G., and Kapadia N.. “Volatility Risk Premiums Embedded in Individual Equity Options: Some New Insights.” Journal of Derivatives, 11 (2003b), 4554.
Bakshi G.; Kapadia N.; and Madan D.. “Stock Returns Characteristics, Skew Laws, and the Differential Pricing of Individual Equity Options.” Review of Financial Studies, 16 (2003), 101143.
Banz R. W. “The Relation between Return and Market Value of Common Stocks.” Journal of Financial Economics, 9 (1981), 318.
Barbaris N., and Huang M.. “Stocks as Lotteries: The Implications of Probability Weighting for Security Prices.” American Economic Review, 98 (2008), 20662100.
Bates D. S. “The Crash of ’87: Was It Expected? The Evidence from Options Markets.” Journal of Finance, 46 (1991), 10091044.
Bates D. S. “Empirical Option Pricing: A Retrospection.” Journal of Econometrics, 116 (2003), 387404.
Battalio R., and Schultz P.. “Options and the Bubble.” Journal of Finance, 61 (2006), 20712102.
Black F., and Scholes M.. “The Pricing of Options and Corporate Liabilities.” Journal of Political Economy, 81 (1973), 637654.
Bollen N. P. B., and Whaley R. E.. “Does Net Buying Pressure Affect the Shape of Implied Volatility Functions?Journal of Finance, 59 (2004), 711753.
Broadie M.; Chernov M.; and Johannes M.. “Model Specification and Risk Premia: Evidence from Futures Options.” Journal of Finance, 62 (2007), 14531490.
Cao C.; Chen Z.; and Griffin J. M.. “Informational Content of Option Volume Prior to Takeovers.” Journal of Business, 78 (2005), 10731109.
Chakravarty S.; Gulen H.; and Mayhew S.. “Informed Trading in Stock and Option Markets.” Journal of Finance, 59 (2004), 12351257.
Chan K.; Chung Y. P.; and Fong W.-M.. “The Informational Role of Stock and Option Volume.” Review of Financial Studies, 15 (2002), 10491075.
Chordia T., and Swaminathan B.. “Trading Volume and Cross-Autocorrelations in Stock Returns.” Journal of Finance, 55 (2000), 913935.
Conrad J.; Dittmar R. F.; and Ghysels E.. “Skewness and the Bubble.” Working Paper, University of Michigan (2007).
Dubinsky A., and Johannes M.. “Earnings Announcements and Equity Options.” Working Paper, Columbia University (2006).
Duffie D.; Pan J.; and Singleton K.. “Transform Analysis and Asset Pricing for Affine Jump-Diffusions.” Econometrica, 68 (2000), 13431376.
Easley D.; Hvidkjaer S.; and O’Hara M.. “Is Information Risk a Determinant of Asset Returns?Journal of Finance, 57 (2002), 21852222.
Easley D.; O’Hara M.; and Srinivas P. S.. “Option Volume and Stock Prices: Evidence on Where Informed Traders Trade.” Journal of Finance, 53 (1998), 431465.
Fama E. F., and French K. R.. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics, 33 (1993), 356.
Fama E. F., and French K. R.. “Multifactor Explanation of Asset Pricing Anomalies.” Journal of Finance, 51 (1996), 5584.
Fama E. F., and MacBeth J. D.. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607636.
Gârleanu N.; Pedersen L. H.; and Poteshman A.. “Demand-Based Option Pricing.” Working Paper, University of Pennsylvania (2007).
Heston S. L. “A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options.” Review of Financial Studies, 6 (1993), 327343.
Jegadeesh N., and Titman S.. “Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency.” Journal of Finance, 48 (1993), 6591.
Lee C. M. C., and Swaminathan B.. “Price Momentum and Trading Volume.” Journal of Finance, 55 (2000), 20172069.
Newey W. K., and West K. D.. “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica, 55 (1987), 703708.
Ni S. “Stock Option Returns: A Puzzle.” Working Paper, University of Illinois (2007).
Ofek E.; Richardson M.; and Whitelaw R. F.. “Limited Arbitrage and Short Sale Constraints: Evidence from the Option Markets.” Journal of Financial Economics, 74 (2004), 305342.
Pan J. “The Jump-Risk Premia Implicit in Options: Evidence from an Integrated Time-Series Study.” Journal of Financial Economics, 63 (2002), 350.
Pan J., and Poteshman A. M.. “The Information in Option Volume for Future Stock Prices.” Review of Financial Studies, 19 (2006), 871908.
Zhang Y. “Individual Skewness and the Cross-Section of Average Stock Returns.” Working Paper, Yale University (2005).
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Journal of Financial and Quantitative Analysis
  • ISSN: 0022-1090
  • EISSN: 1756-6916
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