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Quality issues of implied volatilities of index and stock options in the OptionMetrics IvyDB database

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  • Martin Wallmeier

Abstract

For stock and index options in the United States, OptionMetrics records prices at 3:59 p.m., not 4:00 p.m. as assumed in previous literature. The resulting 1‐min time discrepancy with closing share prices creates artificial variability in implied volatility spreads and strongly affects market‐wide spreads. It leads to particularly large distortions at the onset of the COVID‐19 pandemic. For index options in Europe, OptionMetrics data show large deviations from put‐call parity even though the original option prices match the parity exactly. Finally, the implied volatilities of stock options in Europe show clusters of exceptional deviations due to incorrect dividend information.

Suggested Citation

  • Martin Wallmeier, 2024. "Quality issues of implied volatilities of index and stock options in the OptionMetrics IvyDB database," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(5), pages 854-875, May.
  • Handle: RePEc:wly:jfutmk:v:44:y:2024:i:5:p:854-875
    DOI: 10.1002/fut.22495
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    References listed on IDEAS

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    1. M. H. Vellekoop & J. W. Nieuwenhuis, 2006. "Efficient Pricing of Derivatives on Assets with Discrete Dividends," Applied Mathematical Finance, Taylor & Francis Journals, vol. 13(3), pages 265-284.
    2. Faria, Gonçalo & Kosowski, Robert & Wang, Tianyu, 2022. "The Correlation Risk Premium: International Evidence," Journal of Banking & Finance, Elsevier, vol. 136(C).
    3. Bogousslavsky, Vincent & Muravyev, Dmitriy, 2023. "Who trades at the close? Implications for price discovery and liquidity," Journal of Financial Markets, Elsevier, vol. 66(C).
    4. Haehean Park & Baeho Kim & Hyeongsop Shim, 2019. "A smiling bear in the equity options market and the cross‐section of stock returns," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(11), pages 1360-1382, November.
    5. Ming‐Yu Liu, 2019. "Improving momentum strategies using residual returns and option‐implied information," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(4), pages 499-521, April.
    6. Jun Zhang, 2019. "Is options trading informed? Evidence from credit rating change announcements," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(9), pages 1085-1106, September.
    7. Jules van Binsbergen & Michael Brandt & Ralph Koijen, 2012. "On the Timing and Pricing of Dividends," American Economic Review, American Economic Association, vol. 102(4), pages 1596-1618, June.
    8. Scott Fung & Robert Loveland, 2020. "When do informed traders acquire and trade on informational advantage? Evidence from Federal Reserve stress tests," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(10), pages 1459-1485, October.
    9. Roll, Richard, 1977. "An analytic valuation formula for unprotected American call options on stocks with known dividends," Journal of Financial Economics, Elsevier, vol. 5(2), pages 251-258, November.
    10. Jangkoo Kang & Hyoung‐Jin Park, 2014. "How Informed Investors Take Advantage of Negative Information in Options and Stock Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(6), pages 516-547, June.
    11. Ofek, Eli & Richardson, Matthew & Whitelaw, Robert F., 2004. "Limited arbitrage and short sales restrictions: evidence from the options markets," Journal of Financial Economics, Elsevier, vol. 74(2), pages 305-342, November.
    12. Xing, Yuhang & Zhang, Xiaoyan & Zhao, Rui, 2010. "What Does the Individual Option Volatility Smirk Tell Us About Future Equity Returns?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 641-662, June.
    13. Benjamin Golez, 2014. "Expected Returns and Dividend Growth Rates Implied by Derivative Markets," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 790-822.
    14. Kamara, Avraham & Miller, Thomas W., 1995. "Daily and Intradaily Tests of European Put-Call Parity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(4), pages 519-539, December.
    15. Joost Driessen & Pascal J. Maenhout & Grigory Vilkov, 2009. "The Price of Correlation Risk: Evidence from Equity Options," Journal of Finance, American Finance Association, vol. 64(3), pages 1377-1406, June.
    16. Reinhold Hafner & Martin Wallmeier, 2007. "Volatility as an Asset Class: European Evidence," The European Journal of Finance, Taylor & Francis Journals, vol. 13(7), pages 621-644.
    17. Geske, Robert, 1979. "A note on an analytical valuation formula for unprotected American call options on stocks with known dividends," Journal of Financial Economics, Elsevier, vol. 7(4), pages 375-380, December.
    18. Dominik M. Rösch & Avanidhar Subrahmanyam & Mathijs A. van Dijk, 2017. "The Dynamics of Market Efficiency," The Review of Financial Studies, Society for Financial Studies, vol. 30(4), pages 1151-1187.
    19. Bing Han & Gang Li, 2021. "Information Content of Aggregate Implied Volatility Spread," Management Science, INFORMS, vol. 67(2), pages 1249-1269, February.
    20. Hentschel, Ludger, 2003. "Errors in Implied Volatility Estimation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(4), pages 779-810, December.
    21. Baltussen, Guido & van Bekkum, Sjoerd & van der Grient, Bart, 2018. "Unknown Unknowns: Uncertainty About Risk and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1615-1651, August.
    22. Gagnon, Marie-Hélène & Power, Gabriel J. & Toupin, Dominique, 2023. "The sum of all fears: Forecasting international returns using option-implied risk measures," Journal of Banking & Finance, Elsevier, vol. 146(C).
    23. Whaley, Robert E., 1981. "On the valuation of American call options on stocks with known dividends," Journal of Financial Economics, Elsevier, vol. 9(2), pages 207-211, June.
    24. Wallmeier, Martin, 2021. "Mispricing of Index Options with Respect to Stochastic Dominance Bounds?," Critical Finance Review, now publishers, vol. 10(1), pages 21-55, April.
    25. Wallmeier, Martin, 2015. "Smile in motion: An intraday analysis of asymmetric implied volatility," Algorithmic Finance, IOS Press, vol. 4(1-2), pages 89-104.
    26. Robert Battalio & Paul Schultz, 2006. "Options and the Bubble," Journal of Finance, American Finance Association, vol. 61(5), pages 2071-2102, October.
    27. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
    28. Xintong (Eunice) Zhan & Bing Han & Jie Cao & Qing Tong, 2022. "Option Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 35(3), pages 1394-1442.
    29. Chen, Song Xi & Xu, Zheng, 2014. "On implied volatility for options—Some reasons to smile and more to correct," Journal of Econometrics, Elsevier, vol. 179(1), pages 1-15.
    30. Carlos Veiga & Uwe Wystup, 2009. "Closed Formula for Options with Discrete Dividends and Its Derivatives," Applied Mathematical Finance, Taylor & Francis Journals, vol. 16(6), pages 517-531.
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