2. Cognity Case Study
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The challenges to overcome
Sample Portfolio Risk data as of September 8, 2008
Normal Lens
Fat-tailed Lens
3. Cognity Case Study
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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
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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
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®