PARKER GLOBAL STRATEGIES Risk Management For Hedge Fund Investors: Exploring the New State-of-The-Art Riskdata New York May 23, 2006 Virginia R. Parker, CFA
Dec 15, 2015
PARKER GLOBAL
STRATEGIESRisk Management For Hedge Fund Investors:
Exploring the New State-of-The-Art
RiskdataNew York
May 23, 2006
Virginia R. Parker, CFA
© 2006
• Founded 1995, 15 professionals• Specialist in designing and managing customized
multi-manager hedge fund portfolios including global multi-strategy, global hedged equity, bond substitute, energy and natural resources, FX, portable alpha, green
• Advised on allocation of over $1.75 billion • Risk oversight, estimated p/l’s and risk analytics
available 24/7 with drill down capability via secured website
• Registered in the U.S. as RIA, CTA, CPO
PARKER GLOBAL STRATEGIES, LLC
PGS Overview
PARKER GLOBAL STRATEGIES, LLC
What is Risk?
“Risk is the link between investment of assets and the promise of return.”
PARKER GLOBAL STRATEGIES, LLC
What is Risk?
“Risk is the potential for loss of control and/or value. Risk may range from the benign to the malignant, from the dormant to the brewing to the exploding. Risk may be expected or it may be a surprise. Most importantly, risk is ever present.”
© 2006
Risks Involved in Hedge Funds
• Market• Liquidity• Leverage• Concentration• Hedge Ratios• Short Volatility• Style drift• Currency Hedging
Portfolio Risks
PARKER GLOBAL STRATEGIES, LLC
© 2006
• Counterparty• Legal• Credit• Model• Accounting• Regulatory• Clearing• Human• Fraud
Operational Risks
PARKER GLOBAL STRATEGIES, LLC
Risks Involved in Hedge Funds
© 2006
Best Practices Approach to Risk Management
• Adhere to highest standards of implementation
• Independent of trading function
• Integrated across strategies
• Empowered to act
• Finger on the pulse of the market
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk CommitteeInvestors have three primary objectives from disclosure:
• Risk Monitoring
• Risk Aggregation Across Entire Portfolio
• Strategy Drift Monitoring
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk Committee• Full position disclosure does not always allow investors to achieve
objectives and may compromise a hedge fund
• Summary of risk, return, and position information can be sufficient
• Evaluate information on four dimensions:
– Content
– Granularity
– Frequency
– Delay
• Reporting must be coupled with initial and ongoing due diligence reviews
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk Committee
• Reporting must be coupled with initial and ongoing due diligence reviews
• Market, credit, leverage, liquidity, and operational risk are interrelated and should be included in the discussions
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk CommitteeContent: the quality and sufficiency of coverage of manager’s activities including information about risk, returns, and positions on an actual and stress-tested basis.
• VaR can be useful, needs to be standardized
• Aggregate measures of a fund’s exposure to different assets
• Aggregate measures of geographical exposures
• NAV and stress measures of NAV
• Cash as a percent of equity
• Correlation to an appropriate benchmark
• Greeks
• Key spread relationshipsPARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk CommitteeGranularity: the level of detail
• Larger funds may be more impacted by providing too much information
• Large funds need to guard against predatory trading
• Top 10 positions is useful, where it does not put investors’ interests at risk
• Alternatively, disclosure by asset class and region
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk CommitteeFrequency: how often the disclosure is made
• Monthly summary statistics
• Quarterly for less liquid strategies or slow turnover
• Performance attribution can be useful to disclose more frequently than risk attribution
• Daily p/l provided at month end for funds marked to market daily
PARKER GLOBAL STRATEGIES, LLC
© 2006
Investor Risk CommitteeDelay: lag between holding period and disclosure
• Summary statistics should be disclosed as soon as possible (w/in 10 days of reporting period)
• Delay may be viewed as average holding period of strategy
• Disclosure may use generic rather than specific names if strategy is still active
PARKER GLOBAL STRATEGIES, LLC
© 2006
We must constantly be aware of portfolio risk and operational risk:
• Choosing
• Measuring
• Monitoring
• Controlling Exposure
PARKER GLOBAL STRATEGIES, LLC
Control
© 2006
• Policies and Procedures
• Middle Office
• Quantitative Models
• Strict Accounting Standards
• Strong Documentation
• Savvy Managers
PARKER GLOBAL STRATEGIES, LLC
Successful Risk Management
Judging The Quality of A Hedge Fund’s Performance
Low
Diversified
Liquid
Conventional
Long
Independent
Strong
Small
High
Concentrated
Illiquid
Esoteric
Short
Conflicted
Weak
Large
Exposure to Market Value
Portfolio
Positions
Strategy
Optionality
Pricing
Price Discovery
Market ImpactPARKER GLOBAL STRATEGIES, LLC
© 2006
The Quantitative ToolsRisk Measurement Must Be Tailored to the Strategy
• Value at RiskContribution to Risk Incremental Risk
• Gross • Net Analysis (Beta-Adjusted) Sector Country
• Stress Testing Key Drivers Factor Analysis
• Scenario AnalysisMonte Carlo Recursive Models
• Downside DeviationMinimum Acceptable Return Maximum Acceptable Loss
PARKER GLOBAL STRATEGIES, LLC
© 2006 PARKER GLOBAL STRATEGIES, LLC
(2.5%)
(2.0%)
(1.5%)
(1.0%)
(0.5%)
0.0%
0.5%
1.0%
1.5%
2.0%
2.5%
24-Mar
3-Apr
14-Apr
23-Apr
2-May
13-May
22-May
3-Jun
12-Jun
23-Jun
2-Jul
14-Jul
23-Jul
1-Aug
12-Aug
21-Aug
2-Sep
11-Sep
22-Sep
1-Oct
10-Oct
21-Oct
30-Oct
10-Nov
19-Nov
1-Dec
10-Dec
19-Dec
31-Dec
Daily VaR % (Downside) Daily VaR % (Upside) Daily Gross Performance (%)
Sample VaR Track*
*Based on 2 standard deviations
© 2006
Contribution to RiskPercentage Risk In Proportion to Total Risk
- US
Germany -
32
12
108
4
10
4
9
8 3Based uponeach country’scontribution tototal value at risk.
PARKER GLOBAL STRATEGIES, LLC
Netherlands
Italy
Canada
Australia
Switzerland
UK
France JapanVaR = additiveVaR = correlated
Analyze highly correlated regions
Net correlated VaR for Europe = 24%
-1.00%
-0.50%
0.00%
0.50%
1.00%
1.50%
2.00%
2.50%
Incremental RiskPortfolio Risk With Versus Without
Man
ager
A
Man
ager
B
Man
ager
E
Man
ager
D
Man
ager
C
Total
Portf
olio
A Key
Driv
er
A Risk
Red
ucer
A Divers
ifier w
ith sm
all ris
k
A Risk
Red
ucer
It’s not allocation of equity capital;it’s allocation of VaR.
PARKER GLOBAL STRATEGIES, LLC
PARKER GLOBAL STRATEGIES, LLC
Aggregate Portfolio Sector Exposure ReportPortfolio: SAMPLE $ %Position Date: 11/05/2001 Net: 10.7 52.21NAV: 20.58 (Millions) MTD YTD Gross: 38.5 187.2
Returns: 0.1% 9.2%
Percent (%) USD EUR GBP CAD CHF TotalIndustry Sectors Lng Sht Net Lng Sht Net Lng Sht Net Lng Sht Net Lng Sht Net Lng Sht Net
ST Interest Rate Futures 83.8 -19.5 64.3 . . . . . . . . . . . . 83.8 -19.5 64.3. . . . . . . . . . . . . . . . . .
Financial 6.3 -4.8 1.5 .3 -.1 .3 .2 -.1 .1 . . . . -.1 -.1 6.9 -5.2 1.7Consumer, Non-cyclical 5.3 -4. 1.3 .2 . .2 . -.1 -.1 . . . .1 . .1 5.7 -4.2 1.5Industrial 3.6 -2.6 .9 .2 . .2 .1 -.1 . . . . .1 . .1 4. -2.7 1.3Consumer, Cyclical 3.9 -1.8 2. .1 . .1 . -.1 -.1 . . . . . . 4.1 -2. 2.1Index Futures . -5.8 -5.8 . . . . . . . . . . . . . -5.8 -5.8Communications 3.5 -1.8 1.6 .1 . .1 .1 -.1 . . . . . -.1 -.1 3.7 -2. 1.7Technology 2.6 -2.9 -.4 . . . . . . . . . . . . 2.6 -3. -.4Utilities 2.4 -.8 1.6 . . . . . . . . . . . . 2.5 -.9 1.6Basic Materials 1.6 -1.2 .4 .1 . .1 . . . . -.1 -.1 . . . 1.8 -1.4 .4Energy 1.9 -.3 1.6 .1 . .1 . . . . . . . . . 2. -.3 1.7LT Bond Future . -.5 -.5 .9 . .9 . . . .3 . .3 . . . 1.5 -.5 1.Unclassified 1.1 -.2 .9 . . . . . . . . . . . . 1.1 -.2 .9Funds . -.3 -.3 . . . . . . . . . . . . . -.3 -.3Diversified . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
Total Long & Short (%) 116. -46.7 69.3 2.1 -.2 1.9 .6 -.6 -.1 .3 -.1 .2 .3 -.2 . 119.7 -48. 71.7
NAV:(Millions) 20.6Fund Net Exp. ($1,000,%NAV) 14.3 69.3% .4 1.9% -.01 -0.1% .05 .2% .01 .% 14.8 71.7%Fund Gross Exp. ($1,000,%NAV) 33.5 162.7% .5 2.2% .24 1.2% .09 .4% .1 .5% 34.5 167.7%
PARKER GLOBAL STRATEGIES, LLC
Equity Long/ShortSector Exposure Report (Beta-Adjusted)
Financial
Industrial
Consumer, Non-Cyclical
Consumer, Cyclical
Communications
Basic Materials
Energy
Technology
Diversified
Utilities
Gross Net
8.9 2.1
5.7 3.1
4.8 2.2
2.5 .5
3.3 .7
1.7 .9
.1 .1
.5 -.3
.4 -.4
.4 .4
Short Long0-3.4
-1.3
-1.5
-1.0
-1.3
-.4
-.4
-.4.4
.1
.1
1.3
2.0
1.5
3.3
4.4
5.5
© 2006 PARKER GLOBAL STRATEGIES, LLC
Riskdata Analysis: Fund of Hedge Funds
PARKER GLOBAL STRATEGIES, LLC
Number of constituent funds 12 + cash
95% VaR below the risk-free rate per month; annualizes at 4.8%
Marginal contribution to VaR for the
top five largest allocations
Using Riskdata on the FoF level – Estimating VaR
PARKER GLOBAL STRATEGIES, LLC
Estimating significant exposures on the FoF-level
Market drivers bucketed in 12 types
Only consider drivers that have a significance
metric of at least 0.4
FoF is long equity as given by ‘North American Market’; up-beta 0.25% and down-beta 0.38%
t ‘Health Care’ but since we have have position-level transparence, we know this is spurious
The ‘next significant’ sector-driver is utilities and this is confirmed by the position-level information
PARKER GLOBAL STRATEGIES, LLC
Estimating extreme exposures on the FoF-level
For large moves, ie 1% tail moves in the underlying market drivers, the up- and down betas differ. The only significant types of drivers are still ‘Sector’ and ‘Equity’
The betas for the large up- and down moves conform with position-level information; the main ‘Sector’ driver is identified as ‘US utilities’ by the system
PARKER GLOBAL STRATEGIES, LLC
Estimating the impact of historical market dislocations
‘Canned’ historical default scenarios provided by system; user can define own scenarios be assigning start- and end dates
‘Impact’ on the FoF-level estimated by applying returns of the market-drivers to the aggregated up- and down betas (‘regular’ and ‘extreme’ as appropriate) for the periods of the dislocations
© 2006 PARKER GLOBAL STRATEGIES, LLC
Riskdata Analysis: Event Driven Hedge Fund
© 2006
Risks Involved in Hedge Funds
PARKER GLOBAL STRATEGIES, LLC
Manager A - Event Driven
$0
$1,000
$2,000
$3,000
$4,000
$5,000
$6,000
$7,000
$8,000D
ec-9
6
Apr-
97
Aug-9
7
Dec-9
7
Apr-
98
Aug-9
8
Dec-9
8
Apr-
99
Aug-9
9
Dec-9
9
Apr-
00
Aug-0
0
Dec-0
0
Apr-
01
Aug-0
1
Dec-0
1
Apr-
02
Aug-0
2
Dec-0
2
Apr-
03
Aug-0
3
Dec-0
3
Apr-
04
Aug-0
4
Dec-0
4
Apr-
05
Aug-0
5
Dec-0
5
Apr-
06
• Manager A is Event-Driven - Opportunistic according to market environment- Has included distressed, merger arb, activist
• We have position level transparency and daily returns since investing• PGS First invested in May 1998
© 2006
Sensitivity Profile – Event Driven Manager
PARKER GLOBAL STRATEGIES, LLC
• Most recent 36 months ending April 10, 2006
• Biggest factor exposures are sector, style, and cap size• Manager has been < 50% US for past 18 months
© 2006 PARKER GLOBAL STRATEGIES, LLC
Extreme Sensitivity Profile – Event Driven Manager
• Highest sensitivities are equities and utilities• Currently Manager is up 10% YTD through April• Down 3.3% for May through the 19th
© 2006
Stress Events: Estimated v. Actual
PARKER GLOBAL STRATEGIES, LLC
-15.00%
-10.00%
-5.00%
0.00%
5.00%
10.00%
15.00%
20.00%
98 L
TC
M
98 R
ussia
n
Defa
ult
01 S
ept.
11
00 T
ech
Bubble
97 A
sia
n
Curr
encie
s
IMPACT MONTH PERIOD
CRISIS STARTING ENDING IMPACT MONTH PERIOD98 LTCM 1-Aug-98 13-Oct-98 -10.16% 0.40% 0.70%98 Russian Default 15-Jul-98 15-Sep-98 -9.36% -1.75% -2.74%01 Sept. 11 5-Sep-01 25-Sep-01 -7.37% -2.10% -2.10%00 Tech Bubble 1-Apr-00 30-Dec-00 16.32% 1.60% 6.73%97 Asian Currencies 1-Aug-97 28-Oct-97 -1.23% 0.40% 1.00%
© 2006 PARKER GLOBAL STRATEGIES, LLC
Riskdata Analysis: Japanese Activist Fund
© 2006 PARKER GLOBAL STRATEGIES, LLC
Japanese Activist Fund
© 2006 PARKER GLOBAL STRATEGIES, LLC
Japanese Activist Fund
With the exception of Main Japanese equities with the strength of 0.2, the analysis does not identify any significant sensitivity to other intuitive factors.
A positive sensitivity to Beta in both directions with a spread of -0.1 (Gamma) suggests a marginally negative net market exposure. This also suggests the short book to be the main contributor of the portfolio returns.
A lack of appreciable strength to any of the major factors renders this manager un-explained by our Risk Data analysis.
© 2006
Risk Management is ActionPrudent Actions Before Investing
• Establish Watch/Cut/Termination Levels• Careful Due Diligence
– independently verify reputation – understand what can go wrong with the strategy– examine the portfolio
• Thorough Review of All Documentation– offering memorandum– investment manager contract– subscription agreements– administrator and Auditing engagement letters– audits– client communications
• Diversify, Diversify, Diversify
PARKER GLOBAL STRATEGIES, LLC
© 2006
Risk Management is Action
After Investing
• Terminate a manager/redeem from a fund
• Require a manager to reduce exposure
• Independently overlay an offsetting hedge
• Remember, no action is an action
PARKER GLOBAL STRATEGIES, LLC
Successful Hedge Fund Investing Requires:
• Diversification across strategies, managers, and factors
• Transparency to monitor style, risk, and performance measurement
• Quantitative risk measurement tools for objective, independent evaluation
• Accurate performance measurement to judge the quality of the return
• Ongoing due diligence – situations change over timePARKER GLOBAL STRATEGIES, LLC
PARKER GLOBAL
STRATEGIES
1177 Summer StreetSixth Floor
Stamford, CT 06905Phone: (203) 358-4000
Fax: (203) [email protected]
© 2005