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Betting on mean reversion in the VIX? Evidence from ETP flows

Author

Listed:
  • Ole Linnemann Nielsen

    (Jyske Bank)

  • Anders Merrild Posselt

    (Aarhus University and CREATES)

Abstract

We investigate flows of VIX ETPs with long volatility exposure. We find an inverse relation between flows and the level of the VIX, implying that investors sell VIX ETPs when the VIX is at elevated levels, consistent with investors incorporating the typical mean reverting behavior of volatility. We find no evidence supporting that investors consider exposure to risk factors when they evaluate VIX ETP performance. Finally, our results suggest that large outflows following increases in the VIX may be a partial explanation of the “low premium response puzzle” in the VIX premium.

Suggested Citation

  • Ole Linnemann Nielsen & Anders Merrild Posselt, 2022. "Betting on mean reversion in the VIX? Evidence from ETP flows," CREATES Research Papers 2022-06, Department of Economics and Business Economics, Aarhus University.
  • Handle: RePEc:aah:create:2022-06
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    File URL: https://repec.econ.au.dk/repec/creates/rp/22/rp22_06.pdf
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    References listed on IDEAS

    as
    1. Agarwal, Vikas & Green, T. Clifton & Ren, Honglin, 2018. "Alpha or beta in the eye of the beholder: What drives hedge fund flows?," Journal of Financial Economics, Elsevier, vol. 127(3), pages 417-434.
    2. Tim Bollerslev & George Tauchen & Hao Zhou, 2009. "Expected Stock Returns and Variance Risk Premia," The Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4463-4492, November.
    3. Brad M. Barber & Xing Huang & Terrance Odean, 2016. "Which Factors Matter to Investors? Evidence from Mutual Fund Flows," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2600-2642.
    4. Berk, Jonathan B. & van Binsbergen, Jules H., 2016. "Assessing asset pricing models using revealed preference," Journal of Financial Economics, Elsevier, vol. 119(1), pages 1-23.
    5. Jinghong Shu & Jin E. Zhang, 2012. "Causality in the VIX futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 32(1), pages 24-46, January.
    6. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    7. Jin E. Zhang & Yuqin Huang, 2010. "The CBOE S&P 500 three‐month variance futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 30(1), pages 48-70, January.
    8. Christoffer Bordonado & Peter Molnár & Sven R. Samdal, 2017. "VIX Exchange Traded Products: Price Discovery, Hedging, and Trading Strategy," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(2), pages 164-183, February.
    9. Nicolas P.B. Bollen & Michael J. O'Neill & Robert E. Whaley, 2017. "Tail Wags Dog: Intraday Price Discovery in VIX Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(5), pages 431-451, May.
    10. Adrian Fernandez‐Perez & Bart Frijns & Alireza Tourani‐Rad & Robert I. Webb, 2019. "Does increased hedging lead to decreased price efficiency? The case of VIX ETPs and VIX futures," The Financial Review, Eastern Finance Association, vol. 54(3), pages 477-500, August.
    11. Bekaert, Geert & Hoerova, Marie, 2014. "The VIX, the variance premium and stock market volatility," Journal of Econometrics, Elsevier, vol. 183(2), pages 181-192.
    12. Bawa, Vijay S. & Lindenberg, Eric B., 1977. "Capital market equilibrium in a mean-lower partial moment framework," Journal of Financial Economics, Elsevier, vol. 5(2), pages 189-200, November.
    13. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    14. Todd Mitton & Keith Vorkink, 2007. "Equilibrium Underdiversification and the Preference for Skewness," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1255-1288.
    15. Hogan, William W. & Warren, James M., 1974. "Toward the Development of an Equilibrium Capital-Market Model Based on Semivariance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(1), pages 1-11, January.
    16. Ing-Haw Cheng, 2019. "The VIX Premium," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 180-227.
    17. Christensen, Kim & Christiansen, Charlotte & Posselt, Anders M., 2020. "The economic value of VIX ETPs," Journal of Empirical Finance, Elsevier, vol. 58(C), pages 121-138.
    18. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, June.
    19. Francis A. Longstaff, 2004. "The Flight-to-Liquidity Premium in U.S. Treasury Bond Prices," The Journal of Business, University of Chicago Press, vol. 77(3), pages 511-526, July.
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    More about this item

    Keywords

    VIX ETPs; Flows; Asset Pricing Tests; VIX Premium;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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