Abstract
Using a complete sample of US equity options, we find a positive, highly significant relationship between stock returns and lagged implied volatilities. The results are robust after controlling for a number of factors such as firm size, market valuation, analyst recommendations and different levels of implied volatility. Lagged historical volatility is – in contrast to the corresponding implied volatility – not relevant for stock returns. We find considerable time variation in the relationship between lagged implied volatility and stock returns.
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References
Ang, A., Hodrick, R. J., Xing, Y. and Zhang, X. (2006) The cross-section of volatility and expected returns. The Journal of Finance 61: 259.
Baker, M. and Wurgler, J. (2000) The equity share in new issues and aggregate stock returns. Journal of Finance 55: 2219–2257.
Bali, T. G., Cakici, N., Yan, X. and Zhang, Z. (2005) Does idiosyncratic risk really matter? Journal of Finance 60: 905–929.
Campbell, J. (1987) Stock returns and the term structure. Journal of Financial Economics 18: 373–399.
Campbell, J. and Shiller, R. (1988) The dividend-price ratio and expectations of future dividends and discount factors. Review of Financial Studies 1: 195–227.
Carhart, M. (1997) On persistence in mutual fund performance. Journal of Finance 52: 57–82.
Fama, E. and French, K. (1989) Business conditions and expected returns on stocks and bonds. Journal of Financial Economics 19: 3–29.
Fama, E. and French, K. (1993) Common risk factors in the returns on stocks and bonds. Journal of Financial Economics 33: 3–57.
Fama, E. and Schwert, G. (1977) Asset returns and inflation. Journal of Financial Economics 5: 115–146.
Frees, E. W. (2004) Longitudinal and Panel Data. Cambridge: Cambridge University Press.
French, K., Schwert, G. and Stambaugh, R. (1987) Expected stock returns and volatility. Journal of Financial Economics 19: 293–305.
Goyal, A. and Santa-Clara, P. (2003) Idiosyncratic risk matters! Journal of Finance 58: 975–1007.
Goyal, A. and Welch, I. (2003) Predicting the equity premium with dividend ratios. Management Science 49: 639–654.
Kothari, S. and Shanken, J. (1997) Book-to-market, dividend yield, and expected market returns: A time series analysis. Journal of Financial Economics 44: 169–203.
Lamont, O. (1998) Earnings and expected returns. Journal of Finance 53: 1563–1587.
Lee, C., Myers, J. and Swaminathan, B. (1999) What is the intrinsic value of the Dow. Journal of Finance 54: 1639–1742.
Lettau, M. and Ludvigson, S. (2001) Consumption, aggregate wealth, and expected stock returns. Journal of Finance 56: 815–849.
Optionmetrics. (2005) Ivy DB: File and data reference manual, version 2.5.
Pontiff, J. and Schall, L. (1998) Book-to-market as a predictor of market returns. Journal of Financial Economics 49: 141–160.
Stambaugh, R. (1999) Predictive regressions. Journal of Financial Economics 54: 315–421.
Acknowledgements
We thank the editor, an anonymous reviewer, Sebastien Betermier, Peter Feldhütter, Thomas Gilbert, Sara Holland, Peter Tind Larsen, Miguel Palacios, Hari Phatak and David Skovmand for helpful comments.
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Ammann, M., Verhofen, M. & Süss, S. Do implied volatilities predict stock returns?. J Asset Manag 10, 222–234 (2009). https://doi.org/10.1057/jam.2009.14
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DOI: https://doi.org/10.1057/jam.2009.14