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Option Smile Volatility and Implied Probabilities: Implications of Concavity in IV Curves

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  • Darsh Kachhara
  • John K. E Markin
  • Astha Singh

Abstract

Earnings announcements (EADs) are corporate events that provide investors with fundamentally important information. The prospect of stock price rises may also contribute to EADs increased volatility. Using data on extremely short term options, we study that bimodality in the risk neutral distribution and concavity in the IV smiles are ubiquitous characteristics before an earnings announcement day. This study compares the returns between concave and non concave IV smiles to see if the concavity in the IV curve leads to any information about the risk in the market and showcases how investors hedge against extreme volatility during earnings announcements. In fact, our paper shows in the presence of concave IV smiles; investors pay a significant premium to hedge against the uncertainty caused by the forthcoming announcement.

Suggested Citation

  • Darsh Kachhara & John K. E Markin & Astha Singh, 2023. "Option Smile Volatility and Implied Probabilities: Implications of Concavity in IV Curves," Papers 2307.15718, arXiv.org, revised Nov 2023.
  • Handle: RePEc:arx:papers:2307.15718
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    References listed on IDEAS

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    1. Patell, Jm & Wolfson, Ma, 1981. "The Ex Ante And Ex Post Price Effects Of Quarterly Earnings Announcements Reflected In Option And Stock-Prices," Journal of Accounting Research, Wiley Blackwell, vol. 19(2), pages 434-458.
    2. Joshua D. Coval & Tyler Shumway, 2001. "Expected Option Returns," Journal of Finance, American Finance Association, vol. 56(3), pages 983-1009, June.
    3. 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 621-651, October.
    4. Andrew Dubinsky & Michael Johannes & Andreas Kaeck & Norman J Seeger, 2019. "Option Pricing of Earnings Announcement Risks," The Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 646-687.
    5. Gao, Chao & Xing, Yuhang & Zhang, Xiaoyan, 2018. "Anticipating Uncertainty: Straddles around Earnings Announcements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(6), pages 2587-2617, December.
    6. Beaver, Wh, 1968. "Information Content Of Annual Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 6, pages 67-92.
    7. Lykourgos Alexiou & Amit Goyal & Alexandros Kostakis & Leonidas Rompolis, 2021. "Pricing Event Risk: Evidence from Concave Implied Volatility Curves," Swiss Finance Institute Research Paper Series 21-48, Swiss Finance Institute.
    8. Kapadia, Nishad & Zekhnini, Morad, 2019. "Do idiosyncratic jumps matter?," Journal of Financial Economics, Elsevier, vol. 131(3), pages 666-692.
    9. 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 637-654, May-June.
    10. Jackwerth, Jens Carsten & Rubinstein, Mark, 2003. "Recovering Probabilities and Risk Aversion from Option Prices and Realized Returns," MPRA Paper 11638, University Library of Munich, Germany, revised 2004.
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