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Cognity Case study
Analyzing Volatility: Assessment of
September 2008 VIX Short in Dollars
Cognity Case Study
bisam.com
The challenges to overcome
Sample Portfolio Risk data as of September 8, 2008
Normal Lens
Fat-tailed Lens
Cognity Case Study
bisam.com
Considering a What If for Hedging & Upside
VIX Index
September 8th
2008 is 22.64
• VIX had not been
above 35 in 5 years
• Goal was to reduce
downside risk
• Considered shorting
an out of the money
call
• Earned a premium
and enhanced
performance
Cognity Case Study
Portfolio With What-If Trade
• Short Call VIX option
added to the
portfolio beginning
of September 2008
• Strike Price= 40
• Expiration =
December 17, 2008
• Type: European
bisam.com
Cognity Case Study
bisam.com
The challenges to overcome
Normal Lens
Fat-tailed Lens
Portfolio Risk with Short Call
“Is the short
call really a risk
diversifier?”
Cognity Case Study
bisam.com
Short Call What-If – ETL Diversifiers
Normal Fat-Tailed
“No, it is a risk
contributor”
Cognity Case Study
bisam.com
Short Call What-If – ETL Contributors
Normal Fat-Tailed
Cognity Case Study
bisam.com
One Month Later
VIX Index
Closed October 8, 2008 at 57.53
Closed September 8, 2008 at 22.64
• Long Call VIX option
added to the
portfolio beginning
of September 2008
• Strike Price= 40
• Expiration =
December 17, 2008
• Type: European
Cognity Case Study
bisam.com
Portfolio with Long Call
Cognity Case Study
bisam.com
Portfolio with What-If Long Call
ETL @ 9% Var @ 99% ETR @ 99% Standard Dev
Long 5.89 5.37 53.57 6.67
Hold 10.86 5.41 9.38 3.07
Short 54.47 14.91 7.81 6.30
Cognity Case Study
bisam.com
Long Call What-If – ETR Contributors
Normal Fat-Tailed
“Portfolio
analytics based
on normal
distributions
do not provide
the insight
needed for
sound what-if
decisions.”
Cognity Case Study
bisam.com
Lack of Tail Insight Hurts Performance
Distribution Type Normal
Market Risk Horizon 1 Month
Data Frequency Daily
Evaluation Date 8-Sep-08
Historical Time Window 400 days
Dependancy Structure EWMA - Decay = 0.94
GARCH No
Mean Revision Process Yes
What If September 8, 2008 Change % Change
Original Portfolio $223mm
October 8, 2008
Traditional Analytics
- Normal Short Call
$145mm -$78mm -35%
“Cognity Fat-
tailed view
offers precise
view into tail
dynamics.”
Cognity Case Study
bisam.com
Tail Insights Avoid Large Loss
Distribution Type Normal
Market Risk Horizon 1 Month
Data Frequency Daily
Evaluation Date 8-Sep-08
Historical Time Window 400 days
Dependancy Structure Fat-tailed Copula
GARCH Yes
Mean Revision Process Yes
What If September 8, 2008 Change % Change
Original Portfolio $223mm
October 8, 2008
Traditional Analytics
- Normal Short Call
$145mm -$78mm -35%
Hold $198mm -$25mm -11%
“Cognity fat-
tailed view
uncovers new
opportunities
and upside
potential.”
Cognity Case Study
bisam.com
Precise Tail Insight Improves Performance
What If September 8, 2008 Change % Change
Original Portfolio $223mm
October 8, 2008
Traditional Analytics
- Normal Short Call
$145mm -$78mm -35%
Hold $198mm -$25mm -11%
Cognity -
Fat-tailed Long*
$250mm +$27mm +10%
Performance
40%
+
* Includes est. 3% cost deduction of initial call price
Adaptive Risk Analytics
Cognity, part of BISAM's suite of market-leading
portfolio analytics, is a comprehensive, multi-asset
class market risk solution for multi-factor modeling,
risk budgeting & portfolio construction, stress-
testing and real world fat-tail risk measurement.
www.bisam.com/cognity
Discover more:
Cognity®

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VIX Cognity Use Case - Bisam

  • 1. Cognity Case study Analyzing Volatility: Assessment of September 2008 VIX Short in Dollars
  • 2. Cognity Case Study bisam.com The challenges to overcome Sample Portfolio Risk data as of September 8, 2008 Normal Lens Fat-tailed Lens
  • 3. Cognity Case Study bisam.com Considering a What If for Hedging & Upside VIX Index September 8th 2008 is 22.64 • VIX had not been above 35 in 5 years • Goal was to reduce downside risk • Considered shorting an out of the money call • Earned a premium and enhanced performance
  • 4. Cognity Case Study Portfolio With What-If Trade • Short Call VIX option added to the portfolio beginning of September 2008 • Strike Price= 40 • Expiration = December 17, 2008 • Type: European bisam.com
  • 5. Cognity Case Study bisam.com The challenges to overcome Normal Lens Fat-tailed Lens Portfolio Risk with Short Call
  • 6. “Is the short call really a risk diversifier?” Cognity Case Study bisam.com Short Call What-If – ETL Diversifiers Normal Fat-Tailed
  • 7. “No, it is a risk contributor” Cognity Case Study bisam.com Short Call What-If – ETL Contributors Normal Fat-Tailed
  • 8. Cognity Case Study bisam.com One Month Later VIX Index Closed October 8, 2008 at 57.53 Closed September 8, 2008 at 22.64
  • 9. • Long Call VIX option added to the portfolio beginning of September 2008 • Strike Price= 40 • Expiration = December 17, 2008 • Type: European Cognity Case Study bisam.com Portfolio with Long Call
  • 10. Cognity Case Study bisam.com Portfolio with What-If Long Call ETL @ 9% Var @ 99% ETR @ 99% Standard Dev Long 5.89 5.37 53.57 6.67 Hold 10.86 5.41 9.38 3.07 Short 54.47 14.91 7.81 6.30
  • 11. Cognity Case Study bisam.com Long Call What-If – ETR Contributors Normal Fat-Tailed
  • 12. “Portfolio analytics based on normal distributions do not provide the insight needed for sound what-if decisions.” Cognity Case Study bisam.com Lack of Tail Insight Hurts Performance Distribution Type Normal Market Risk Horizon 1 Month Data Frequency Daily Evaluation Date 8-Sep-08 Historical Time Window 400 days Dependancy Structure EWMA - Decay = 0.94 GARCH No Mean Revision Process Yes What If September 8, 2008 Change % Change Original Portfolio $223mm October 8, 2008 Traditional Analytics - Normal Short Call $145mm -$78mm -35%
  • 13. “Cognity Fat- tailed view offers precise view into tail dynamics.” Cognity Case Study bisam.com Tail Insights Avoid Large Loss Distribution Type Normal Market Risk Horizon 1 Month Data Frequency Daily Evaluation Date 8-Sep-08 Historical Time Window 400 days Dependancy Structure Fat-tailed Copula GARCH Yes Mean Revision Process Yes What If September 8, 2008 Change % Change Original Portfolio $223mm October 8, 2008 Traditional Analytics - Normal Short Call $145mm -$78mm -35% Hold $198mm -$25mm -11%
  • 14. “Cognity fat- tailed view uncovers new opportunities and upside potential.” Cognity Case Study bisam.com Precise Tail Insight Improves Performance What If September 8, 2008 Change % Change Original Portfolio $223mm October 8, 2008 Traditional Analytics - Normal Short Call $145mm -$78mm -35% Hold $198mm -$25mm -11% Cognity - Fat-tailed Long* $250mm +$27mm +10% Performance 40% + * Includes est. 3% cost deduction of initial call price
  • 15. Adaptive Risk Analytics Cognity, part of BISAM's suite of market-leading portfolio analytics, is a comprehensive, multi-asset class market risk solution for multi-factor modeling, risk budgeting & portfolio construction, stress- testing and real world fat-tail risk measurement. www.bisam.com/cognity Discover more: Cognity®