IDEAS home Printed from https://ideas.repec.org/a/rsk/journ6/7902976.html
   My bibliography  Save this article

Forecasting volatility and market returns using the CBOE Volatility Index and its options

Author

Listed:
  • Spencer T. Stanley
  • William J. Trainor Jr.

Abstract

This study examines the Chicago Board Option Exchange Volatility Index (VIX) and its options. The VIX is the implied volatility calculated from short-term option prices on the Standard & Poor’s 500 (S&P 500) stock index. Our findings demonstrate that VIX overestimates average volatility by approximately 3% but explains 55% of the S&P 500’s following month’s volatility and 20% of its return. The smirks calculated from the VIX options’ implied volatility add additional explanatory power for the S&P 500 returns. None of the variables help predict skewness or kurtosis values (a measure of tail risk). A simple trading rule that buys the S&P 500 when the VIX, the implied volatility from the options on the VIX and the VIX options’ volatility smirk all decline is associated with an in average monthly return of 1.96% in the S&P 500 relative to its 0.84% average. This only occurs approximately 10% of the time and would not beat a buy-and-hold strategy, but it could be used to adjust asset allocations at the margin. Buying equities only when the VIX decreases, which occurs approximately 50% of the time, outperforms a similar 50/50 stock/bond risk portfolio.

Suggested Citation

Handle: RePEc:rsk:journ6:7902976
as

Download full text from publisher

File URL: https://www.risk.net/system/files/digital_asset/2021-11/Forecasting_volatility_and%20market_returns_using_the_VIX_and_its_options_OE.pdf
Download Restriction: no
---><---

More about this item

Statistics

Access and download statistics

Corrections

All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rsk:journ6:7902976. See general information about how to correct material in RePEc.

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

We have no bibliographic references for this item. You can help adding them by using this form .

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thomas Paine (email available below). General contact details of provider: https://www.risk.net/journal-of-investment-strategies .

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.