VOLATILITY AS AN ASSET CLASS - FT Business
VOLATILITY AS AN ASSET CLASS - FT Business
VOLATILITY AS AN ASSET CLASS - FT Business
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JUNE 2012<br />
<strong>VOLATILITY</strong> <strong>AS</strong> <strong>AN</strong> <strong>AS</strong>SET CL<strong>AS</strong>S<br />
Societe Generale Corporate & Investment Banking<br />
Global Markets Division | CROSS-<strong>AS</strong>SET SOLUTIONS GROUP<br />
Julien Lascar – Cross Asset Solutions
CONTENTS<br />
<strong>VOLATILITY</strong>:<br />
● WHAT IS IT?<br />
● WHICH <strong>VOLATILITY</strong>?<br />
● WHAT TO DO WITH IT?<br />
TAIL HEDGING<br />
● HOW TO TRADE <strong>VOLATILITY</strong><br />
● VIX IS THE BEST EQUITY <strong>VOLATILITY</strong> INDEX<br />
● ACCESS TO VIX<br />
● C<strong>AS</strong>E STUDY<br />
ALTERNATIVE INVESTMENT<br />
● <strong>VOLATILITY</strong> PREMIUM<br />
● ACCESS TO <strong>VOLATILITY</strong> PREMIUM<br />
● C<strong>AS</strong>E STUDY<br />
2
<strong>VOLATILITY</strong><br />
WHAT IS IT?<br />
WHICH ONE?<br />
WHAT TO DO WITH IT?<br />
3
<strong>VOLATILITY</strong><br />
WHAT IS IT?<br />
● A ME<strong>AS</strong>URE OF RISK<br />
● Volatility most frequently refers to the standard<br />
deviation of the continuously compounded returns of<br />
a financial instrument with a specific time horizon. It<br />
is often used to quantify the risk of the instrument<br />
over the time period.<br />
WHICH <strong>VOLATILITY</strong>?<br />
● IMPLIED vs. REALIZED<br />
● <strong>VOLATILITY</strong> IMPACTED BY TIME PERSPECTIVES<br />
(MATURITY), LEVEL OF RISK (STRIKE/SMILE)<br />
● EACH UNDERLYING H<strong>AS</strong> ITS OWN <strong>VOLATILITY</strong><br />
● MODELISED DIFFERENTLY<br />
Bp/day for HJM model (Interest rate)<br />
%/year for Black model (FX, Equity, Commo…)<br />
WHAT TO DO WITH IT?<br />
● CAPTURE OPPORTUNITIES<br />
4
<strong>VOLATILITY</strong><br />
WHAT TO DO WITH IT?<br />
HEDGING: OPPORTUNITIES<br />
INVESTMENT: OPPORTUNITIES<br />
TAIL HEDGING ALTERNATIVE INVESTMENT<br />
5
TAIL HEDGING<br />
HOW TO TRADE <strong>VOLATILITY</strong>?<br />
VIX IS THE BEST EQUITY <strong>VOLATILITY</strong> INDEX<br />
ACCESS TO VIX<br />
C<strong>AS</strong>E STUDY<br />
6
TAIL HEDGING<br />
HOW TO TRADE <strong>VOLATILITY</strong>?<br />
LISTED/OTC OPTIONS ON <strong>AN</strong> EQUITY INDEX<br />
VARI<strong>AN</strong>CE/<strong>VOLATILITY</strong> SWAPS<br />
● Exchange of realized volatility at maturity with<br />
a pre-determined fixed amount, The “Variance<br />
Strike”.<br />
● Spot Start, Forward Start.<br />
VIX FUTURES<br />
● The benchmark for stock market volatility,<br />
measuring implied short-term volatility of S&P<br />
500 Index options.<br />
ETNs & ETFs<br />
SYSTEMATIC FUNDS<br />
Liquidity<br />
Bid-Offer Spd<br />
Cost of Carry<br />
Roll Mgt<br />
Flexibility<br />
Transparency<br />
7
TAIL HEDGING<br />
VIX IS THE BEST PROXY<br />
WHAT IS VIX ?<br />
● The benchmark for stock market volatility,<br />
measuring implied short-term volatility of S&P<br />
500 Index options.<br />
● Highly Transparent & Liquid – VIX futures<br />
are exchanged traded on the CBOE.<br />
● Tight Bid/Offer Spread – especially in<br />
comparison to Vol and Variance swaps.<br />
WHY VIX ?<br />
● Negative Correlation with Equity Market<br />
● When equity market are dropping, they all<br />
move down<br />
200%<br />
180%<br />
160%<br />
140%<br />
120%<br />
100%<br />
80%<br />
60%<br />
40%<br />
20%<br />
0%<br />
SPX Index HSI Index VIX Index<br />
8<br />
350%<br />
300%<br />
250%<br />
200%<br />
150%<br />
100%<br />
50%<br />
0%
TAIL HEDGING<br />
ACCESS TO VIX – B<strong>AS</strong>IC WAY<br />
ROLL VIX FUTURE CONTRACTS<br />
● But, the market is in contango most of the time<br />
Future<br />
Price<br />
Time<br />
COST<br />
! OF<br />
CARRY<br />
9
TAIL HEDGING<br />
ACCESS TO VIX – SMART WAY<br />
SGI VI BETA INDEX – Calculated by S&P<br />
The SGI VI Beta Index provides long implied volatility exposure through VIX futures.<br />
The Index invests in the VIX futures contracts through a utility function, which aims to provide the best roll in<br />
order to benefit from:<br />
● The smallest carry cost 1 of the contango term structure (low volatility regime).<br />
● The highest positive carry earning of the backwardation term structure (high volatile regime).<br />
Positive carry in<br />
backwardation<br />
markets<br />
The Index contains a dynamic exposure that leverages expo to VIX Futures when VIX is going in backwardation<br />
The higher the volatility, the higher the exposure to the short-term futures contract.<br />
High Transparency & Liquidity<br />
1 Primarily invests from 1 st to 6 th contract<br />
1/5 th of positions are daily rolled.<br />
Negative carry in<br />
contango<br />
markets<br />
10
TAIL HEDGING<br />
C<strong>AS</strong>E STUDY 1 - DIVERSIFIED PORTFOLIO (KOREA)<br />
The increased allocation of the SGI VI Beta Index to the diversified portfolio shows enhanced<br />
performance.<br />
180<br />
170<br />
160<br />
150<br />
140<br />
130<br />
120<br />
110<br />
100<br />
90<br />
0<br />
Jun-2007 Jun-2008 Jun-2009 Jun-2010 Jun-2011 Jun-2012<br />
Diversified Portfolio<br />
KIS Govt Bonds 5Y+ (KISKGV5Y Index): 75%<br />
Korean Equities (KOSPI2 Index): 20%<br />
Commodities (DJUBS Index): 5%<br />
Diversified Portfolio<br />
95% x Diversified Portfolio<br />
+ 5% SGI VI Beta<br />
90% x Diversified Portfolio<br />
+ 10% SGI VI Beta<br />
Since 18 Jun 2007 (5 Year) 6.90% 8.80% 10.68%<br />
Since 1 Sep 2008 (Financial Crisis) 9.23% 11.49% 13.72%<br />
Since 14 Mar 2011 (Launch Date) 5.54% 7.39% 9.22%<br />
Source: Bloomberg as of June 18 th 2012<br />
Diversified Portfolio<br />
90% Diversified Portfolio + 10% SGI VI Beta Index<br />
95% Diversified Portfolio + 5% SGI VI Beta Index<br />
SGI VI Beta Index<br />
700<br />
600<br />
500<br />
400<br />
300<br />
200<br />
100<br />
Annualised Return Comparison<br />
THE FIGURES RELATING TO P<strong>AS</strong>T PERFORM<strong>AN</strong>CES <strong>AN</strong>D SIMULATED PERFORM<strong>AN</strong>CES REFER TO P<strong>AS</strong>T<br />
PERIODS <strong>AN</strong>D ARE NOT A RELIABLE INDICATOR OF FUTURE RESULTS. THIS ALSO APPLIES TO<br />
HISTORICAL MARKET DATA<br />
11
TAIL HEDGING<br />
C<strong>AS</strong>E STUDY 1 - DIVERSIFIED PORTFOLIO (HONG KONG)<br />
The increased allocation of the SGI VI Beta Index to the diversified portfolio shows enhanced<br />
performance.<br />
160<br />
150<br />
140<br />
130<br />
120<br />
110<br />
100<br />
90<br />
0<br />
Jun-2007 Jun-2008 Jun-2009 Jun-2010 Jun-2011 Jun-2012<br />
Diversified Portfolio<br />
iBoxx ABF Hong Kong TR Index (ABTRHK Index): 75%<br />
Hong Kong Equities (HSI Index): 20%<br />
Commodities (DJUBS Index): 5%<br />
Diversified Portfolio<br />
95% x Diversified Portfolio<br />
+ 5% SGI VI Beta<br />
90% x Diversified Portfolio<br />
+ 10% SGI VI Beta<br />
Since 18 Jun 2007 (5 Year) 4.18% 6.18% 8.16%<br />
Since 1 Sep 2008 (Financial Crisis) 2.98% 5.42% 7.85%<br />
Since 14 Mar 2011 (Launch Date) 0.53% 4.53% 2.53%<br />
Source: Bloomberg as of June 18 th 2012<br />
Diversified Portfolio<br />
90% Diversified Portfolio + 10% SGI VI Beta Index<br />
95% Diversified Portfolio + 5% SGI VI Beta Index<br />
SGI VI Beta Index<br />
700<br />
600<br />
500<br />
400<br />
300<br />
200<br />
100<br />
Annualised Return Comparison<br />
THE FIGURES RELATING TO P<strong>AS</strong>T PERFORM<strong>AN</strong>CES <strong>AN</strong>D SIMULATED PERFORM<strong>AN</strong>CES REFER TO P<strong>AS</strong>T<br />
PERIODS <strong>AN</strong>D ARE NOT A RELIABLE INDICATOR OF FUTURE RESULTS. THIS ALSO APPLIES TO<br />
HISTORICAL MARKET DATA<br />
12
ALTERNATIVE INVESTMENT<br />
<strong>VOLATILITY</strong> PREMIUM<br />
ACCESS TO <strong>VOLATILITY</strong> PREMIUM<br />
C<strong>AS</strong>E STUDY<br />
13
ALTERNATIVE INVESTMENT<br />
<strong>VOLATILITY</strong> PREMIUM: IMPLIED VS. REALIZED<br />
The observed difference between implied and realized volatility is called the volatility risk<br />
premium<br />
● In option markets, price inefficiencies exist due to a structural imbalance between volatility buyers and sellers.<br />
● Market participants - generally large institutions – are mainly hedgers and have to buy at a premium to attract<br />
capital into the derivative market.<br />
Average<br />
4.8% / y<br />
40%<br />
30%<br />
20%<br />
10%<br />
0%<br />
-10%<br />
-20%<br />
-30%<br />
-40%<br />
Average 1-month historical daily<br />
volatility risk premium between VIX<br />
and S&P 500<br />
-50%<br />
90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09 10<br />
Source: Bloomberg, from 02/01/1990 to 15/03/2010<br />
THE FIGURES RELATING TO P<strong>AS</strong>T PERFORM<strong>AN</strong>CES <strong>AN</strong>D SIMULATED PERFORM<strong>AN</strong>CES REFER TO P<strong>AS</strong>T<br />
PERIODS <strong>AN</strong>D ARE NOT A RELIABLE INDICATOR OF FUTURE RESULTS.<br />
14
ALTERNATIVE INVESTMENT<br />
CAPTURE THE <strong>VOLATILITY</strong> PREMIUM – B<strong>AS</strong>IC WAY<br />
B<strong>AS</strong>IC WAY: SHORT VARI<strong>AN</strong>CE SWAP<br />
● VARI<strong>AN</strong>CE SWAPS ARE FORWARD CONTRACTS ON THE REALIZED SAMPLE VARI<strong>AN</strong>CE OF RETURNS<br />
OF <strong>AN</strong> UNDERLYING <strong>AS</strong>SET.<br />
● THEY PROVIDE A LINEAR PAYOFF THAT IS A FUNCTION OF THE SAMPLE VARI<strong>AN</strong>CE OVER THE<br />
CONTRACT LIFE.<br />
Advantages<br />
Can be easily customised<br />
LONG LEG:<br />
IMPLIED <strong>VOLATILITY</strong><br />
SHORT LEG:<br />
REALIZED <strong>VOLATILITY</strong><br />
Higher bid-offers<br />
Less liquid, as OTC<br />
Disadvantages<br />
15
ALTERNATIVE INVESTMENT<br />
CAPTURE THE <strong>VOLATILITY</strong> PREMIUM – SMART WAY (1)<br />
SGI VOL PREMIUM DYNAMIC 2 INDEX<br />
1. Trend Indicator<br />
● “Trend indicator” to determine the position on the variance<br />
swaps Long or Short?<br />
● The Trend Indicator is a dynamic mechanism that looks at<br />
different market parameters<br />
short term realized volatility of S&P 500 Index<br />
change in VIX<br />
the observed volatility premium<br />
2. Taking a Long/Short Position<br />
● Positions taken each day in 1-month variance swaps, on a<br />
fraction of the index value.<br />
● The index is computed on a daily basis using mark-to-market<br />
levels of the variance swaps.<br />
Trend<br />
Indicator<br />
If positive<br />
If negative<br />
Trend Indicator<br />
Short<br />
The figures used in this example are given for purely indicative purposes, the objective is to describe the<br />
mechanism of the product. It allows an understanding of how the product would have performed at different<br />
market stages over previous years, but is no guarantee as to future returns and has no contractual value<br />
Long<br />
Short position in 1M<br />
Variance Swaps<br />
(40% leverage)<br />
Long position in<br />
1M Variance Swaps<br />
(10% leverage)<br />
Short position allows to capture the spread<br />
between implied and realized volatility on the<br />
S&P 500 Index.<br />
Long position enables to quickly offset the<br />
risk of a short realized volatility exposure in<br />
volatile markets.<br />
Seller of<br />
variance swap<br />
Buyer pays the swap strike<br />
Buyer of<br />
variance swap<br />
16
ALTERNATIVE INVESTMENT<br />
CAPTURE THE <strong>VOLATILITY</strong> PREMIUM – SMART WAY (2)<br />
3. Dynamic Exposure<br />
● The dynamic exposure mechanism makes it possible to deleverage more quickly in case of a sudden rise of volatility<br />
(40% leverage for a short position and 10% leverage for a long position).<br />
● The Index tracks the performance of a variance swap’ portfolio¹.<br />
1 The portfolio is usually made up of around 21 short or long positions, corresponding to the number of business days during the month.<br />
2 Computed one day before<br />
3 Number of business days corresponding to 30 calendar days since the launch of the previous variance swap (Trend Indicator is the<br />
one observed for the week, not necessarily on that day)<br />
The figures used in this example are given for purely indicative purposes, the objective is to describe the mechanism<br />
of the product. It allows an understanding of how the product would have performed at different market stages over<br />
previous years, but is no guarantee as to future returns and has no contractual value<br />
17
SGI VOL PREMIUM DYNAMIC 2 INDEX<br />
350<br />
300<br />
250<br />
200<br />
150<br />
100<br />
SGI Vol Premium Dynamic 2 Index S&P500 Index<br />
1Y<br />
SGI Vol Premium Dynamic 2<br />
0.04%<br />
5Y 7.48%<br />
Since Launch<br />
(14 Mar, 2011)<br />
4.02%<br />
Volatility (5Y) 9.74%<br />
Sharpe 0.77<br />
Source: Bloomberg as of June 18 th 2012<br />
50<br />
Jan-1999 Jan-2003 Jan-2007 Jan-2011<br />
Source: Bloomberg as of June 18 th 2012<br />
THE FIGURES RELATING TO P<strong>AS</strong>T PERFORM<strong>AN</strong>CES <strong>AN</strong>D SIMULATED PERFORM<strong>AN</strong>CES REFER TO P<strong>AS</strong>T PERIODS<br />
<strong>AN</strong>D ARE NOT A RELIABLE INDICATOR OF FUTURE RESULTS. THIS ALSO APPLIES TO HISTORICAL MARKET DATA<br />
18
IMPORT<strong>AN</strong>T INFORMATION<br />
The SGI VI Beta Index (The “Index”) is the sole and exclusive property of Société Générale (“SG”). SG has contracted with Standard & Poor’s (“S&P”) to maintain and<br />
calculate the Index. S&P shall have no liability for errors or omissions in calculating the Index. The VIX® is the property of the Chicago Board Options Exchange,<br />
Incorporated. The VIX ® Index has been licensed for use by SG in connection with the Index.<br />
The SGI Vol Premium Dynamic 2 (The “Index”) is the sole and exclusive property of Société Générale (“SG”). SG has contracted with Standard & Poor’s (“S&P”) to<br />
maintain and calculate the Index. The S&P 500® Total Return index is the exclusive property of S&P and the CBOE Volatility Index® (the VIX®) is the property of the<br />
Chicago Board Options Exchange, Incorporated. The S&P 500® Total Return index and the VIX® have been licensed for use by SG in connection with the Index. S&P<br />
shall have no liability for any errors or omissions in calculating the Index.<br />
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Société Générale Index<br />
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IMPORT<strong>AN</strong>T INFORMATION<br />
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