Hedging the S&P 500 with XVZ

Monday, December 19th, 2011

There are quite a few conservative investment strategies that deliver a good return if the underlying security doesn’t move much.   Covered calls and dividend collection are two that come to mind.   These strategies are conservative in the sense that they don’t require the security to go up in order to be profitable—in fact a stable price is just fine.  However, if the market tanks, both of these approaches can subject the investor to big losses that far outweigh the profits they offer.   Investing in volatility is an attractive way to hedge away this downside risk, because volatility usually goes up when the market goes down.   Usually is the operative word.  These last two weeks were an example of when this correlation fails.

Hedging the S&P with volatility, click to enlarge

The chart above tracks percentage changes since the first of December for SPY and two popular measures of volatility, the non-investable VIX, and VXX, which is one of the most popular ways to go long volatilty.  SPY ended up down 2.7% and both volatility measures went down over this period—a lot.  Not much of a hedge.  I’ve included the nearest two months of VIX volatilty futures to show that it is not just contango that is driving VXX down, the underlying futures dropped too.

One volatility ETN didn’t drop.   Not only did XVZ, Barclays’ Dynamic VIX fund go up, it went up about the same percentage as SPY went down—2.5%.

Hedging S&P --XVZ?, click to enlarge

XVZ has only been around since August 18, 2011 so our price history is pretty limited. The chart below shows the results of investing $1K each in SPY and XVZ, SPY and VXX, and $2K in just SPY.

$2K investment since Aug-11, click to enlarge

The SPY+XVZ combination is noticeably less volatile, with a standard devation one third of the others: 22 vs 75 and 78.   However five months is a really short time to judge a strategy like this, so I expanded the backtest a little, back to January 3, 2011 using my XVZ simulation.

XVZ hedge for S&P 500 through 2011, click to enlarge

This chart illustrates two other characteristics of XVZ.  It is designed to capture big volatility jumps, like the one in August, and hold onto them once they occur. And it too suffers from contango (first half 2011)  if it is severe enough—although it was minor compared to what happened to VXX.

Clearly XVZ is not a perfect mirror of the S&P 500, but its behavior when volatilty spikes makes it even more attractive than a pure hedge. Market panics are not predictable, and having a workable hedge that turns a panic into an opportunity is intriguing.

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SPY’s December, 2011 Dividend

Thursday, December 15th, 2011

SPY went ex-dividend Friday the 16th, so it is too late to buy the security and still receive this quarter’s dividend.  The dividend payout will be $0.7701 per share on January 31st, 2012.  Yes, SPDR is in no hurry to distribute the  $530,000,000 (!) in dividends that it collected last quarter for SPY.

For more information about SPY’s dividend and its sister ETFs IVV, and VOO see this page.

For general information about dividends (e.g., interactions with stock price, their interactions with options) see  Top 10 questions about dividends.

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Treasuries topped out?

Monday, December 12th, 2011

IEF, Barclays’ 7-10 year treasury ETF has been trading in a 102 to 105 range since October.  When the market is down it has been trading near 105.  I put a call credit spread in place, betting that IEF would stay below that 105 level for the rest of this week.  I sold S105 calls and bought S106 calls for a net credit of $0.20.   My offer at the time was close to the mid point between the asked and bid prices.

IEF, click to enlarge

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Backtesting the short term volatility spectrum

Saturday, December 10th, 2011

Until recently if you wanted to be long or short on volatility Exchange Traded Products (ETP) your only choices were based on short term 1-2 month rolling volatility futures (e.g., VXX, TVIX, or XIV), CVOL‘s mix of the 3-4 month rolling index with a S&P 500 short component, or medium term solutions with a 5 month average duration (e.g., VXZ, VZZB, or ZIV).

UBS greatly expanded our short term choices by offering short and long products based on rolling futures combinations of  2-3 month, 3-4 month, and 4-5 month volatility futures.   I’ve backtested their short term offerings back to March 2004 and added the 4-5-6-7 medium term solution for comparison (long funds only). I did not include their 5-6-7-8  medium term offering VXFF, because I am still working on generating its rolling index.  The results for the long ETPs, compared with the VIX index are shown below (I did not include UBS’s 0.85% annual fee in the simulation):

Backtest UBS long volatility ETNs, click to enlarge

There aren’t many charts where the VIX index (the black squiggle at the bottom) is the tame player…

The chart is dominated by the 1-2 month ETN, VXAA.  Its massive losses over this 7 year time frame are due to contango. In the chart below I have chopped off some of the VXAA results so that the action in the other ETNs is easier to see.

Focus on longer term indexes, click to enlarge

One of the things that stands out to me in this chart is how, at a macro level, the products form three groupings, 1-2 month, 2-3 month, and the rest.   The longer the duration the more subdued the response to volatility spikes and the impact of contango is reduced. This next chart is a simulation of  $1000 invested in each of these ETNs starting March 26, 2004.  There is no way to actually invest in the VIX index—unfortunately.

$1K investment in March 2004, click to enlarge

The VXAA investment would be worth $28 on December 1, 2011.

This backtest simulation used rolling volatility indexes I generated, which in turn were derived from historic and interpolated/extrapolated volatility futures settlement values. UBS’ funds have only been in existence since September 2011, so as a cross check of my simulation and index values I charted VXX and VXZ, which have almost two years worth of actual data against my simulation results.  The results are below.

VXX & VXZ backtest 2004 -- 2011

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Top 10 questions about dividends

Tuesday, December 6th, 2011

Based on searches that lead people to Six Figure Investing, these are the top 10 questions people ask about dividends:

  1. When is XYZ’s ex-dividend date? This information can be hard  to find.  Some companies provide the entire year’s dates on their webside (e.g., iShares),  others like Vanguard only reveal the information a few days before the ex-dividend occurs.  I have summarized / estimated ex-dividend dates for many of the popular ETFs here.
  2. When is XYZ’s distribution or pay date? Same as question #1, this information can be hard to find.  I summarize pay dates along with ex-dividend dates for many ETFs here.
  3. When do I have to buy a security in order to receive the dividend? The day before it goes ex-dividend or earlier.
  4. When can I sell a security and still receive the dividend? On the ex-dividend date or later.  You can safely ignore the record date.  See here for a detailed explanation of how this works.
  5. What happens to a security’s price when it goes ex-dividend? It will typically drop by the amount of the dividend—assuming the market is opening flat.   If the market is strongly up or down at opening the price will be influenced by this.
  6. What if I’m short the security when it goes ex-dividend? You owe the dividend.  It will be subtracted from your brokerage account on the distribution date.  You borrowed the stock, you are responsible for paying the owner of the security the dividend.
  7. Do I get a dividend if I own a call or put option on the security? No, with an option you don’t actually own the security, you only have the right to buy or sell it, so you don’t get a dividend.  However, the prices of options are influenced by dividends, for example the bid price on deep in the money calls will decrease to compensate for an upcoming dividend.
  8. What happens if I’m short put or call options on a security when it goes ex-dividend? If you don’t own any of the underlying security, then nothing direct happens.  Again the option prices are influenced by the security’s dividend, but there is no direct dividend received, or owed.
  9. What if I have a covered call position with a security when it goes ex-dividend?It depends on how much premium is present on the option price when the security goes ex-dividend.
    • If your calls are deep in the money, with premiums significantly less than the dividend amount, then your options will probably be assigned—and you will wake up on ex-dividend day with your position converted to cash—minus your security and your short options.  No dividend for you.
    • If your options are out of the money by more than the dividend amount nothing will happen to your calls and you will collect the dividend.
    • If your calls are between these two limits then it depends on the prices at the end of the day before the ex-dividend date.  My experience is that if the premium of your calls is 50% or less than the dividend amount, your calls will probably will assigned.
  10. Are there any dividend capture schemes that  isolate you from market risk? The short answer for retail customers is no.  Wall Street excels at  preventing anyone from getting a free lunch.   You can use a covered call position to move away from the zero-sum situation on ex-dividend day of having a dividend, plus a security that has just dropped by the value of the dividend, but you are still exposed to significant market risk.  See this post for more on dividend capture schemes.
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SPY dividend capture—December 2011

Tuesday, December 6th, 2011

SPY goes ex-dividend a week from Friday, the 16th with a dividend that I estimate will be around $0.71 per share.  Historically volatility around the holidays tends to drop as traders go on vacation so I think it’s unlikely that SPY will drop dramatically in the next 10 days.

I put a dividend capture play in effect by creating  a covered call position: selling  S121 17-Dec-11 calls at 5.90 and buying SPY at 126.24.   To limit my losses if the market totally tanks I put a conditional order in place to buy S117 puts if their asked price increases to 0.60 (they were at 0.40 at the time).

If SPY doesn’t drop below 123 by the 15th, then my calls will likely be assigned that night.  I won’t get the dividend, but I will receive the full premium available in the covered call position (5.90-(126.24-121.00) = 0.66). On the other hand if SPY drops dramatically, I’ll end up with the S117 puts, which will put a limit on my loss, plus I’d receive the SPY dividend.

If SPY ends up right around 121 on the 15th, things will get interesting.  The call premium will probably be around the dividend value even though there is only one day left on the options  (the IV value typically inflates before the ex-dividend date).  If the calls are not assigned, then I receive the dividend, which lowers my break-even point by the dividend amount.  The premium of the calls will drop to zero on Friday the 16th — most of that drop will happen after lunch.  If it looks like SPY will close above 121 I’ll hold onto the position—which closes itself out automatically if the call is in the money at expiration.  Otherwise it’s a trade-off between waiting for the premium on the options to extinguish vs the movements of SPY itself.

For more information on dividend capture, see this post.

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Historical Volatility Rolling Indexes: 2004 — 2011

Sunday, December 4th, 2011

I have generated the trading day values for the following rolling indexes of VIX volatility futures for March 26, 2004 through December 1, 2011.

  • Month 1-2 rolling index,  constant weighted average 1 month
  • Month 2-3 rolling index, constant weighted average 2 months
  • Month 3 -4 rolling index, constant weighted average 3 months
  • Month 4-5  rolling index, constant weighted average 4 months
  • Month 4-5-6-7 rolling index, constant weighted average 5 months

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.    UBS’s long fund prospectus is a good example.  Currently they are the only provider of ETPs that offers products based on all of these indexes.  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, SPVIX2MT, SPVIX3MT, SPVIX4MT, SPVIX5MT, and SPVXMTR), but when I compare my results to the values freely 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 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.
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What’s wrong with XVIX? A matter of contango…

Monday, November 28th, 2011

In December 2010 UBS came out with XVIX—an ETN that holds a long position in medium term volatility (essentially equivalent to VXZ), and short a 50% position in short term volatility (essentially equivalent to VXX).  See Volatilty Tickers for the full set of available ETNs from Barclays, Citigroup, ProShares, UBS, and VelocityShares.    XVIX’s strategy was to take advantage of the typical situation where short term futures are eroded by contango and protect the investment against volatility spikes with the medium term long position.    The product backtested great, showing returns of 24% and 55% percent in 2009 and 2010 respectively.

Since its introduction at $25 XVIX has mostly drifted and is down 11% almost a year later. Since VXX and VXZ are very close to the values they had a year ago it isn’t surprising that XVIX is fairly close to its initiation value.  What is surprising is that XVIX did nothing when VXX was down over 50% earlier this year.

XVIX compared to VXX & VXZ, click to enlarge

At least one of the reasons for XVIX’s poor performance is that the term structure of  medium term volatility futures shifted in 2011.  In the graph below, negative percentages indicate that the futures are in contango, positive numbers indicate backwardation.

Contango on medium term volatility futures

Even though VIX in the Summer of 2011 dropped below 15 and VXX dropped almost to 20 the medium term futures stayed in contango. Perhaps it doesn’t explain all of XVIX’s poor performance, but it certainly was part of it.    The next chart adds the short term contango over the same time frame scaled so that the maximiums / minimums are about the same.  The contango / backwardation on the short term 1 / 2 month futures is typically about 5X larger than the medium term equivalent.

Medium term futures contango with normalized short term contango, click to enlarge

While the behavior of short term contango has stayed about since the beginning of the bull market in March 2009 the contango of the medium term futures has tended to increase, with the average value in 2011 being more negative than 2010. This looks like a structural shift in the term structure and it isn’t good news for XVIX. Unless UBS amends its mix of medium and short term futures, it looks like XVIX will be a long term loser.

If you are interested in downloading the data used for this analysis, see this post.

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Euro troubles

Sunday, November 20th, 2011
The Euro continues to be a slow motion train wreck.  Consider the players.  Who is promising to be more disciplined, budget minded, and improve their tax collection efficiency—the Greeks, Italians, and soon the Spanish.   And who is being asked to be open their wallets and ultimately debase their country’s currency in order to bail out those that spent irresponsibly?   The Germans…

The European union is a great idea in many ways.  I traveled in Europe extensively before the EU countries dropped their border checks and I saw many multi-kilometer lines of trucks waiting to clear customs at each border—hardly a boon to productivity.  But a common currency, without true economic union is an unsustainable setup.

The Germans and French might enable the European Common Bank to buy semi-infinite  amounts of bonds from the troubled countries, but won’t that just delay the inevitable?  Does anyone really believe that a respite (comprised of years of economic austerity and deprivation) will result in the Greeks, Italians, and Spaniards developing economies that resemble Germany’s?  Is it reasonable to ask the people in the troubled countries to do this—just so that they can hang on to the Euro?   The leaders in Germany and France were adamantly apposed to a Greek referendum on the topic—they know what the people’s response would be.

Not all members of the European common market use the Euro.  The UK, Denmark, and Sweden haven’t adopted the Euro, and I suspect they are pretty happy about that right now.  I believe it is a matter of when, not if that they will be joined by some de-Euro’d countries.

This transition will  take months if not years to play out.   Some speculators will be wiped out (e.g., MF Global), European banks at least will take a beating, and companies with Euro denominated debt might go bankrupt.  But ultimately the EU members will realize that it is better to spend money addressing these problems rather than attempting to prop up an unsustainable common currency.

I don’t think the Euro drama will culminate in a 2008 US style financial crash because it is such a slowly evolving situation.   Crashes require surprise and panic.   Countries leaving the Euro will hardly be a surprise; I expect the Germans are already planning for it.

See  a recent interview with Jens Weidmann,  the president of the Bundesbank.
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Pairs trading: short VXX and short XIV

Monday, November 14th, 2011

I have had several requests to do an analysis of a pair trade with the position being short VXX and short XIV.   The idea behind the trade is to take advantage of the compounding effects caused by XIV’s daily reset feature that cause it to diverge from a true short.    For example if VXX goes up 20% one day and then down 16.7% VXX is back to its starting point, but XIV would be down almost 7% after that sequence.   The intent of the short VXX position would hedge the overall position against changes in market volatility.

For my analysis I assumed the short positions started with the same dollar amount,  shorting 1000 shares of VXX and shorting enough XIV shares to provide the same dollar amount.  The results putting the position in place 1-June -2011 are shown below:

Pairs Trade, start 1-Jun-11, 12% loss, click to enlarge

The end result is a position that never goes more than a little positive, has a lot of volatility, and as of 11-Nov-2011 would have had a 12% loss.

For a long term performance picture I ran the backtest from 29-Jan-2009, when VXX first started trading.   I used simulated XIV results for the data before its 30-Nov-2010 introduction.

Pairs Trade, starting 30-Jun-2009, click to enlarge

This one gave a 46% loss. Not all starting dates result in losses.  Starting the beginning of 2011 gives a nice 17% gain.

Pair Trade, 4-Jan-2011, click to enlarge

I think the biggest problem with this combination is that the leverage of a short position is variable. When the VXX price is close to the price that the short was initiated the leverage is around one, but if VXX moves significantly higher then the leverage gets higher (see this post), and the vice versa when VXX drops. The XIV short shows the same behavior.

Ideally a pairs trade would remove some of the volatility out of a position, but I think this combination is as tricky as a straight VXX or XIV position. The spreadsheet I’ve used to create these graphs makes it easy to try any start date after 29-Jan-2009, so if you think the key is when you initiate the position you can backtest your hypothesis. See this post for download information.

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