Historical Volatility Rolling Indexes: 2004 — 2014

Updated: Mar 10th, 2017 | Vance Harwood | @6_Figure_Invest

If your interests are related to the simulation / backtest of volatility exchange traded products like VXX and XIV, then you should review the products I have listed here.   While the indexes discussed in this post can be used to compute the prices of the volatility ETPs it is not an entirely straightforward process.

I have generated both the Excess Return (ER) and Total Returns (TR)  trading day values for the following rolling indexes of VIX volatility futures starting on March 26, 2004 through December 12, 2014.

  • Month 1-2 rolling indexes,  constant weighted average 1 month (Similar to SPVXSTR and SPVXSP)
  • Month 2-3 rolling indexes, constant weighted average 2 months
  • Month 3 -4 rolling indexes, constant weighted average 3 months
  • Month 4-5  rolling indexes, constant weighted average 4 months
  • Month 4-5-6-7 rolling indexes, constant weighted average 5 months (Similar to SPVXMTR and SPVXMP)  This is considered the “Mid term” maturity.

These indexes, or ones like them are required if you want to backtest various ETP products, or evaluate your own volatility strategy.

Rolling Volatility 2004 to 2011, click to enlarge

The algorithms for generating these indexes are documented in the prospectuses of volatility ETNs or ETFs.    Barclays’ VXX/VXZ fund prospectus is a good example.   See Volatility tickers for the current universe of volatility ETPs and their associated reference indexes.    The futures settlement data required for these index calculations is available on the CBOE website—in the form of 95+ separate spreadsheets.  To make the calculation of these indexes tractable I created a master spreadsheet  that integrates the futures settlement data into a single sheet.  See this post for more information about that spreadsheet.

These rolling indexes don’t exactly match the official indexes (SPVXSTR, SPVXSPSPVIX2MT, SPVIX3MT, SPVIX4MT, SPVXMP, and SPVXMTR), but when I compare my results to the values available on Bloomberg my results track within +-0.03% for the values I have sampled from December 2008 to December 2011  for each of the indexes.  See this readme file for more information on accuracy comparisons.  The official indexes start on December 20th, 2005, but I pushed them back to the beginning of VIX volatility futures trading which was in March 2004 by extrapolating mssing front month data.

These TR indexes do reflect the impact of 91 day treasury bills on their overall performance.   They are currently yielding a whopping .0031% on an annualized basis, but in February 2007 they were yielding over 5%— things have changed a bit…   The indexes do not include ETN fees, they vary from fund to fund, and aren’t included in the indexes themselves.

In working through the details of the algorithms there were no major surprises, but there were some subtleties—like discovering the market was closed on January 2, 2007 to commemorate President Reagan.   One significant detail is that the day-to-day rolling of the futures is done on a dollar weighted basis.  For example on the rolling 1 to 2 month index, if there are a total of 21 trading days in the current first month futures, it is not 1/21 of the contracts that are rolled over to the second month each day—it’s 1/21th of the dollar value of the index that is rolled over.  The reason for this distinction is that the goal of the index is to give a constant duration or maturity (e.g., 2 months),  if the roll amount isn’t dollar weighted then contango / backwardation would shift that duration one way or the other.

I am making these 5 indexes available for purchase, individually, or as a complete package.  If you cannot see purchase information immdediately below then please click this link to the stand-alone post and look at the bottom of the page.
SFI Volatility Rolling Indexes
Product Options
#OptionPriceDownloadFile Size
1Rolling Index 1 Month Maturity$20.00SFI Volatility Rolling Index 1 month 172.5KB
2Rolling Index 2 Month Maturity$20.00SFI volatility Rolling Index 2 month 171.5KB
3Rolling Index 3 Month Maturity$20.00SFI Volatility Rolling Index 3 month 171KB
4Rolling Index 4 Month Maturity$20.00SFI Volatility Rolling index 4 months 170KB
5Rolling Index Medium Term Maturity$20.00SFI Volatility Rolling Index Mid Term (4/5/6/7) 170.5KB
6Rolling Index-all 5 Maturities$75.00SFI Volatility Rolling Index months 1 thru 4 and Mid Term 345.5KB
Shipping Rate: F
Order SFI Volatility Rolling Indexes

Your credit card statement will show the following description on this transaction: "PAYPAL*VH2SOLUTION". After you have paid look for a "Return to Six Figure Investing" link. This will take you to a page where you can download the product.

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Friday, March 10th, 2017 | Vance Harwood
  • mn

    kudos to you for accurately calculating these indices underlying the volatility etns … the amount of inaccurate information on various blogs and websites about products like the vxx is staggering

  • mn

    seems to me that the main point that people don’t understand is the detail you mentioned in the last paragraph about how the rolling is done on a dollar-weighted basis

  • vance3h

    Hi mn,
    Thanks!. Yes, the dollar weighting is a tripping point. Those that try to deal just with VIX futures contracts get caught on that one, the percentage change calculation is also tricky, if done incorrectly it can introduce an error term that only shows up when there are big moves.

    — Vance

  • Marco

    Hi Vance, I’d like to do some ZIV back testing a bit further back than the time when it listed (Nov’10). That would be index no. 5 right? Just to be sure your time series ends on the 29th Nov 10 with a value for the index near 12.30? (thats what Yahoo gives me as the closing price of ZIV for the 30th Nov 10)

  • Marco

    actually I suppose if anything the data will match VXZ rather than ZIV – is there a way for me to convert that to ZIV? Also somewhere on the page I came across that you have VXV data prior to the official start in dec 2007. Do you sell that ws well?

  • Hi Marco, You’re right, the Rolling index data will match VXZ with a simple multiplication factor. ZIV requires a slightly more complicated calculation. I sell a ZIV backtest spreadsheet to Mar 2004 for $20–that’s probably the easiest approach. It has a good match to the historic prices. If you are interested send me an email at [email protected]. Regarding VXV data, I will send you the data I have back to 2002 for free, just send an email to [email protected] and I will send that to you.

    Best Regards,


  • Matt


    I’m just wondering if the files you are selling include the associated futures data. I know I can get that data and add it to the spreadsheet I buy from you, but if it were already there it would be easier.

    The other thing is what price(s) did you use to construct the data: open, close, settle?


  • Hi Ian,
    If you buy the indexes I’ll email you the associated futures data also. The indexes use the settlement values, so that is what I use to construct the indexes.

    — Vance

  • Johnny

    Thank you for the wonderful work you have done! Your website is among the few I use as I learn about volatility ETPs. I recently started trading short volatility (going long XIV and put VXX option). I wanted to back-test long XIV strategy when VIX:VXV is below a certain ratio. I have been able to download historical VIX data from various sources. However, I haven’t been lucky when it comes to historical data from VXV. Where would I find this data? Thanks!