Short-term update: the sequel and trequel to this article are here, and here.
Volatility has been a seductive muse for investors, since the global financial crisis. First there was way too much. Then for two years, there just wasn't enough. Now, no one knows (with reasonable certainty). Last Friday (February 13), the U.S. volatility index closed below 15%. The previous time that this occurred was during Christmas week. Would you dare buy any financial products now, to hedge your portfolio risk's risk, or to express the view that volatility will rise from here? It's tempting to be sure. A volatility rise from 15%, to say a typical level of 18%, is a desirable 20% gain (18/15-1). Any sort of investor however, tempted to use any derivative products to express this view, should be vigilant. In particular, despite the seeming promise of these easy-to-buy products, even for short-term right-way trades, this article will explore the insidious returns instead that volatility ETF products will have on your portfolio.
To lay some groundwork, we look at specific returns on the VIX volatility index since May 2011, when six specific investment vehicles have jointly been available. First we look at 9 scenarios where the volatility closed below 15%, through to the time when the volatility again closed above 18%. These are reasonable triggers based on the past range of the index. The 9 scenarios range in duration from as little as 5 trading days, to 167 trading days (~8 months).
Next we explore 4 additional scenarios where the volatility closed above 23%, through to the time when the volatility closed below 18%. This is slightly wider than a 21% decline (18/23-1). But otherwise on par with the difference we noted in the first paragraph (>20%). The 4 scenarios range in duration from as little as 2 trading days, to 130 trading days (~6 months). Now all 13 scenarios are obviously mutually exclusive of one another. See the illustration below.
We also color fragment the entire 45-month history shown, into three successive and completely exhaustive subperiods. This was done so that the distribution of investment product returns can be understood better, particular if we notice different regimes across our entire 45-month period. The first subperiod is 18 months, illustrated in orange. The second subperiod is 11 months, illustrated in yellow. Note that in February 2013, we had a momentary VIX spike over 18%, followed by a plunge on the same index below 15%. This two-day gap is described here, though not visible with the naked eye, on the chart above. The last subperiod is 16 months, illustrated in green.
Now in this chart below we show the returns for the first 9 scenarios we previously noted (and we can see on the bottom of the chart above that there are 2 orange, 3 yellow, and 4 green scenarios.) The financial products that could have been used to express a view that volatility would rise are: UVXY, and VXX.
Despite volatility rising at least 20% again (18/15-1) over varying timeframes, that's a bone-chilling performance chart we see above. One would have been better off simply ignoring the market and holding tight to their market basket. The financial results to your portfolio are the result of hitmen masquerading as easy-to-use, new-age hedging products.
Now in the next chart, below, we show the returns for the last 4 scenarios we previously noted (and we can see on the top of the first chart above that there are 2 orange, and 2 green scenarios.). The financial product that could have been used to express a view that volatility would fall are: XIV.
Again, despite volatility quickly falling greater than 21% (18/23-1) over varying timeframes, this strategy never benefited. In all 4 scenarios, the inverse VIX ETF, lost a lot of money. These annihilative results should make you think twice before taking on such products and tampering with market's general nature, in particular now as volatility last Friday again fell to a close below 15%. Recall that 12 of the 13 trades ended with significant loss (even though each were directionally correct) and some lost double-digit retuns in a matter of a few days. Even Russian Roulette, where you instead place five rounds into a typical 6-round chamber, would give you better odds.
The top quants in the world have little relevant idea where volatility is headed. And certainly no one knows when and where the actual curves' tops or bottoms are. Don't get caught up in the craze and fool yourself into believing you can do better at trading, versus their "collective" wisdom. All options on the VIX futures, and other derivatives are priced smartly and do not provide you much difference in the expected results. You would also be wise to tune out any banker alleging to explain the randomness of volatility itself, and offering you worthless hints on how they "can play it" - with your money.
On an aside: We already have some pre-release comments and responses to this article, which you can read on the blog site, and it's been cited by Bloomberg columnist Ritholtz. Also our prior article has been enjoyed by respected economists and featured through popular outlets such as Marginal Revolution, EconLog's Arnold Kling, received >100 facebook likes/shares (plus >100 tweets including from the resaerch head at Oxfam) from different media, and cited by the Deans at two more schools (one in public policy, and one more in business).
Volatility has been a seductive muse for investors, since the global financial crisis. First there was way too much. Then for two years, there just wasn't enough. Now, no one knows (with reasonable certainty). Last Friday (February 13), the U.S. volatility index closed below 15%. The previous time that this occurred was during Christmas week. Would you dare buy any financial products now, to hedge your portfolio risk's risk, or to express the view that volatility will rise from here? It's tempting to be sure. A volatility rise from 15%, to say a typical level of 18%, is a desirable 20% gain (18/15-1). Any sort of investor however, tempted to use any derivative products to express this view, should be vigilant. In particular, despite the seeming promise of these easy-to-buy products, even for short-term right-way trades, this article will explore the insidious returns instead that volatility ETF products will have on your portfolio.
To lay some groundwork, we look at specific returns on the VIX volatility index since May 2011, when six specific investment vehicles have jointly been available. First we look at 9 scenarios where the volatility closed below 15%, through to the time when the volatility again closed above 18%. These are reasonable triggers based on the past range of the index. The 9 scenarios range in duration from as little as 5 trading days, to 167 trading days (~8 months).
Next we explore 4 additional scenarios where the volatility closed above 23%, through to the time when the volatility closed below 18%. This is slightly wider than a 21% decline (18/23-1). But otherwise on par with the difference we noted in the first paragraph (>20%). The 4 scenarios range in duration from as little as 2 trading days, to 130 trading days (~6 months). Now all 13 scenarios are obviously mutually exclusive of one another. See the illustration below.
We also color fragment the entire 45-month history shown, into three successive and completely exhaustive subperiods. This was done so that the distribution of investment product returns can be understood better, particular if we notice different regimes across our entire 45-month period. The first subperiod is 18 months, illustrated in orange. The second subperiod is 11 months, illustrated in yellow. Note that in February 2013, we had a momentary VIX spike over 18%, followed by a plunge on the same index below 15%. This two-day gap is described here, though not visible with the naked eye, on the chart above. The last subperiod is 16 months, illustrated in green.
Now in this chart below we show the returns for the first 9 scenarios we previously noted (and we can see on the bottom of the chart above that there are 2 orange, 3 yellow, and 4 green scenarios.) The financial products that could have been used to express a view that volatility would rise are: UVXY, and VXX.
Now in the next chart, below, we show the returns for the last 4 scenarios we previously noted (and we can see on the top of the first chart above that there are 2 orange, and 2 green scenarios.). The financial product that could have been used to express a view that volatility would fall are: XIV.
The top quants in the world have little relevant idea where volatility is headed. And certainly no one knows when and where the actual curves' tops or bottoms are. Don't get caught up in the craze and fool yourself into believing you can do better at trading, versus their "collective" wisdom. All options on the VIX futures, and other derivatives are priced smartly and do not provide you much difference in the expected results. You would also be wise to tune out any banker alleging to explain the randomness of volatility itself, and offering you worthless hints on how they "can play it" - with your money.
On an aside: We already have some pre-release comments and responses to this article, which you can read on the blog site, and it's been cited by Bloomberg columnist Ritholtz. Also our prior article has been enjoyed by respected economists and featured through popular outlets such as Marginal Revolution, EconLog's Arnold Kling, received >100 facebook likes/shares (plus >100 tweets including from the resaerch head at Oxfam) from different media, and cited by the Deans at two more schools (one in public policy, and one more in business).



First of all, thank you for the article. I guess the results are because these ETFs' performance is not really linked to the VIX, but to the VIX futures structure, whether in contango (XIV up) or backwardation (VXX up).
ReplyDeleteSo, it might be you could trade (not invest) them if you forget about the volatility itself and only look at the futures time structure. What do you think, Mr. Mehta.
Thanks much Francisco. The results here do take into account the term structure for these credit instruments. The 13 scenarios we show include those with fast, short-term changes in the front-end of the term structure. And they include slow, long-term changes to the back-end of the term structure. And the ETFs used would be similar to those that you note in your comment. Now option pricing for volatility already incorporates this normalized, forward term-value and one asymmetric implied volatility term. Because of this, it is important to see what is plain from these results. The pricing of these derivatives is pugnacious, with 12 of the 13 scenarios (which should have all seen double-digit returns) instead typically saw significant value erosion. There is no reason to believe that normal traders of these derivative product are not putting their speculative capital at risk.
DeleteFor more on portfolio hedging measurements, please see this first and Feature Chartered Financial Analyst Q4 print publication, which secured nearly a thousand LinkedIn likes within the first 24 hours:
http://www.cfainstitute.org/learning/products/publications/irpn/Pages/irpn.v2014.n1.10.aspx
Thank you again, Salil, for the fast reply and the link. I will read it. In the meantime, I have a doubt regarding your answer.
DeleteI am not a maths expert, but might I venture a possibility regarding the term structure change? From the article, I glean you start with a level of VIX and stop the scenario as soon as the level reaches the stated 20% target. If that is the case, there is no time for the term structure to work in your favor, as the real money in this ETPs would be in staying in the right side of the futures term structure for extended periods. The long side makes more money from buying low and selling high the VX futures (VXX) and you need a extended period of backwardation to make it worthwhile. Same situation with opposite sign for short volatility.
So, in theory, you might argue that ETPs are not good short term hedges, but they are good medium term hedges. What is the flaw in this argument, if so?
I agree that holding a short volatility position for the long term will result in the collection of risk premium. The natural volatility term structure is contango (conceptually, buying insurance for a longer period of time is more expensive). It's only during vol spikes that the curve move into backwardation.
DeleteThanks for the comment Anonymous. The article, which I believe you and others are missing, does look at even short-term trades of only a few days --> yes including during volatility spikes as well. This is repeated multiple times, in both the article and on this comment thread.
Deletejust buy xiv when the curve goes extremely inverted (front futures 1%+ over second futures) and wait. sell when the curve normalizes. don't lever up too much. i don't think its too hard.
ReplyDeleteThanks much Anonymous. No, your comments are incorrect. And what you propose is not an alpha producing strategy. Also if it isn't "too hard", then how would you have time to write anonymous comments here? :-)
DeleteLet me repeat, the green dots in the bottom-most chart of this article goes through the cases you mentioned. As a clear counter-example to your argument, over the past two weeks the VIX term structure was in contango and spot at 18%. And the XIV anyway rose nearly 10%. Therefore simple backwardation is not a solution.
Thank you very much for your Salil, searching for a cost effective way to hedge has been both disappointing and frustrating. I don't suppose you could expand your effort to include the 2nd generation VIX ETP'S, e.g. XVZ, PHDG, etc. There are a few more that escape me at the moment, but all of them suffer from the same issues. I would like to see the true cost of these instruments from a statistician's point of view. Thanks, Rick Chiesa
ReplyDeleteThanks much for the interest Rick (anonymous). My time is quite short these days (with heavy travel and was in the Financial Times and Bloomberg this week), so can't do additional analysis on this. My energy these days is on completely new analytical concepts.
DeleteYou and your colleagues should sign up for this web log though. Also see this sequel article:
http://statisticalideas.blogspot.com/2015/02/volatility-product-proselytizers.html
Just wanted to give you a heads up that we have an article on baleful ETFs that was quite popular over the weekend; it was a top read business articles anywhere per StreetEYE. Over the past few days, particularly with low volatility, it was shared by a number of people including most recently by Tom Keene (Bloomberg editor-at-large), Howard Lindzon (head of investment fund and of Stock Twits), the head of Zero Hedge, CFA, and a Federal Reserve Advisor.
ReplyDeletehttps://twitter.com/howardlindzon/status/609704766483075072
https://twitter.com/CFAwealth/status/610414598567530496