Introduction to Hedge Funds - WikiLeaks · PDF fileRelative Value Commodity Strategies: ......
Transcript of Introduction to Hedge Funds - WikiLeaks · PDF fileRelative Value Commodity Strategies: ......
Introduction to Hedge Funds
Introduction to Hedge Funds 2
Hedge funds – a separate asset class?
History, definition and characteristics of hedge funds
Risks, returns, correlations
Benchmarks and long term return outlook
Hedge funds in the context of a traditional investment portfolio
Conclusions
Introduction to Hedge Funds 3
Alternative investments
Alternative Asset Class
Hedge funds
Private equity
Commodities
Credit (HY/ABS/MBS/CDOs)
Real estate (resid., comm., infrastr.)
Other (insurance, art, hybrids, etc)
Forecasted Demand Growth
High
High
High
High
High
High
Introduction to Hedge Funds 4
$38,910 $58,370$95,720
$256,720
$539,060
$1,604,600
$57,407$91,431
$4,406$55,340
$23,336 $46,545 $46,907
$1,745,214
$490,580$456,430
$185,750
$1,464,526
$167,790$167,360
$972,608
$1,105,385
$820,009
$625,554
$367,560$374,770
$126,474$60,222
$58,663$73,585
$99,436
$27,861 $36,918
($1,141)
$14,698$70,635
$8,463
($100,000)
$0
$100,000
$200,000
$300,000
$400,000
$500,000
$600,000
$700,000
$800,000
$900,000
$1,000,000
$1,100,000
$1,200,000
$1,300,000
$1,400,000
$1,500,000
$1,600,000
$1,700,000
$1,800,000
1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 Q12007
Q22007
Ass
ets (
In $
MM
)
Estimated Assets Net Asset Flow
LTCM
Development of the hedge fund industry, 20% growth pa1949: A.W. Jones launched the first hedge fund1967: George Soros started out2004: Hedge fund industry reached USD 1,000 bn mark2007: Industry at USD 1,700 bn, managed by 3,000-4,000 HF managers in 10,000-15,000 HFs
Source: HFR Industry Report 2007 Q2
InstitutionalInvestors enter
Fed IRhike
USD 1 bn mark reached
Introduction to Hedge Funds 5
Hedge funds are a kind of progressive mutual funds
“OLD” definition of hedge funds
“All forms of investment funds, companies, and private partnerships that» use derivatives intensively for hedging or for directional investing» and/or engage in short-selling» and/or use significant leverage through borrowing.”
“NEW” definition of hedge funds
Active, absolute return oriented investment funds
Introduction to Hedge Funds 6
Hedge funds are more flexible than mutual funds
Specific hedge fund characteristics
Active management, take advantage of market inefficiencies
Focus on absolute performance and risk management
Great flexibility reg. asset classes, markets, trading styles, and instruments
Performance fee, own money invested
Infrequent liquidity and redemption dates
High minimum investment levels
Limited regulation and transparency, albeit improving
Introduction to Hedge Funds 7
It is important to distinguish between FoHFs and HFs
Funds of hedge funds Hedge funds
‘Hedge funds‘
HF1 HF2 HF3 HF n
Introduction to Hedge Funds 8
Managed account
Commonly used legal structures
Offshore limited co.US limited partnershipSwiss mutual fundSwiss participation co.SICAVUnit trustOther
Investment fund Structured product
Principal protected noteIndex certificate (fund-linked note)Call optionTotal return swapCFOConvertible Reinsurance-linked note
Hedge fundFund of funds
Introduction to Hedge Funds 9
Fund of Funds Ltd.
Typical offshore structure of a fund of funds
Investment Manager
Investment Advisor
Custodian
Administrator
Auditor
Investor
Hedge funds
Sponsor
Introduction to Hedge Funds 10
Hedge Fund Ltd.
Typical offshore structure of a hedge fund
Investment Manager/Sponsor
InvestmentAdvisor
Prime Broker
Administrator
Auditor
Investor
Securities
Execution Brokers
Introduction to Hedge Funds 11
The role of the different counterparties
Hedge Fund Ltd Offshore company with articles of association,directors, and several share classes
Investor Holder of the non-voting, participating shares
Sponsor Holder of the voting, non-participating shares
Investment Manager Discretionary portfolio manager, typically offshore
Investment Advisor Non-discretionary ‘advisor’, typically onshore
Auditor Audits the balance sheet and P&L
Introduction to Hedge Funds 12
The roles of the prime broker and the administrator
Prime broker Stock lending and reposLeverageCustody of portfolio securities and cashTrade execution and settlementBack office facilitiesOffice spaceLegal assistance for set upMarketing support („capital introduction“)
Administrator Independent NAV calculationHandling of subscriptions and redemptions
Introduction to Hedge Funds 13
Hedge Fund Portfolio Ltd.
Master-feeder structures
Hedge Fund (Dublin) Ltd.
Hedge Fund (Cayman) Ltd.
Hedge Fund LP
EUinvestorsOffshore investorsUS
investors
Introduction to Hedge Funds 14
Cayman and the US are the most popular hedge fund domiciles
Data: HFR, Harcourt estimates
Hedge Fund Domiciles
US30%
BVI9%
Bermuda8%
Cayman Islands34%
Bahamas2%
Channel Islands3%
Other7%Sweden
1%
Dublin4%
Luxembourg2%
Introduction to Hedge Funds 15
2/3 of hedge fund managers are based in the US, but Europe and Asia are growing faster
Data: Harcourt estimates
Hedge Fund Management Company Locations
Greater NY36%
Other US28%
Other Europe8%
London 18%
Asia10%
Introduction to Hedge Funds 16
Roughly 20% of all assets invested in hedge funds come out ofSwitzerland (directly & indirectly)
Data: Harcourt estimates
Hedge Fund Asset Origins
USA50%
Switzerland20%
Other25%
Japan5%
Introduction to Hedge Funds 17
Hedge funds – a separate asset class?
History, definition and characteristics of hedge funds
Risks, returns, correlations
Benchmarks and long term return outlook
Hedge funds in the context of a traditional investment portfolio
Conclusions
Introduction to Hedge Funds 18
Harcourt strategy classification framework
Directional Multi-Asset Class Strategies:28. LT Trend-Following CTAs29. ST Systematic Trading CTAs 30. Global Macro 31. Insurance-Linked
Directional Commodity Strategies:24. Metals Trading25. Agricultural Trading 26. Energy Trading27. Power & Emissions Trading
Directional Equity Strategies:15. Long/Short Global Equity16. Long/Short US Equity17. Long/Short European Equity18. Long/Short Japanese Equity19. Long/Short EM Equity20. Long/Short Sectors21. Short-Biased Equity
Directional Fixed IncomeStrategies:5. Long/Short Rates6. Long/Short Credit7. Distressed Securities8. Emerging Markets DebtDirectional
Relative Value Commodity Strategies:22. Multi-Strategy Commodity23. Relative Value Energy
Relative Value Equity Strategies:
9. Multi-Strategy Equity 10. Event Driven Equity11. Convertible & Volatility Arbitrage12. Structured Equity Linked13. Statistical Arbitrage14. Market Neutral Equity
Relative Value FixedIncome Strategies:1. Multi-Strategy Fixed Income2. Fixed Income Arbitrage 3. ABS & MBS4. Asset-Based Lending
Relative Value
CommoditiesEquitiesFixed Income
Directional Multi-Asset Class Strategies:28. LT Trend-Following CTAs29. ST Systematic Trading CTAs 30. Global Macro 31. Insurance-Linked
Directional Commodity Strategies:24. Metals Trading25. Agricultural Trading 26. Energy Trading27. Power & Emissions Trading
Directional Equity Strategies:15. Long/Short Global Equity16. Long/Short US Equity17. Long/Short European Equity18. Long/Short Japanese Equity19. Long/Short EM Equity20. Long/Short Sectors21. Short-Biased Equity
Directional Fixed IncomeStrategies:5. Long/Short Rates6. Long/Short Credit7. Distressed Securities8. Emerging Markets DebtDirectional
Relative Value Commodity Strategies:22. Multi-Strategy Commodity23. Relative Value Energy
Relative Value Equity Strategies:
9. Multi-Strategy Equity 10. Event Driven Equity11. Convertible & Volatility Arbitrage12. Structured Equity Linked13. Statistical Arbitrage14. Market Neutral Equity
Relative Value FixedIncome Strategies:1. Multi-Strategy Fixed Income2. Fixed Income Arbitrage 3. ABS & MBS4. Asset-Based Lending
Relative Value
CommoditiesEquitiesFixed Income
Introduction to Hedge Funds 19
Long/short equity is the most popular hedge fund strategy
Data: HFR, Harcourt estimates
Hedge fund strategies (by # of funds)
Long/Short Equity48%
Relative Value Fixed Income
6%
Relative Value Equity26%
Directional Fixed Income
6%
CTAs & Macro14%
Hedge fund strategies (by AUM)
Long/Short Equity39%
CTAs & Macro22%
Directional Fixed Income
8%
Relative Value Equity26%
Relative Value Fixed Income
5%
Introduction to Hedge Funds 20
Most important hedge fund risks
Market risks: Stock market beta, interest rate duration, credit spreads, FX movements
Strategy risks: Supply/demand in each strategy eg inefficiencies, spreads,capacity; trends/market patterns; specific strategy risks eg merger deal breaks, mortgage prepayments, realized and implied volatilities
Leverage: Amplification effect, funding/margin call risk
Liquidity risks: Bid-ask spread risk, investor redemption risk
Valuation risks: Mark-to-market risk, independent valuations
Company risks: Growth of AUM, style drift, ‘key people‘ risk, back office risk, legal risk
Introduction to Hedge Funds 21
Leverage: many hedge fund strategies are not or only moderately leveraged
No leverage (0 - 1.0 : 1) Some long/short equity fundsDistressed securities Short-biased equity
Low leverage (1.1 - 2.0 : 1) Most long/short equity fundsMost long/short credit fundsMerger arbitrage
Moderate leverage (2.0 - 7.0 : 1) Convertible arbitrageStatistical arbitrageCTAsMortgage-backed securities arbitrage
High leverage (8.0 - 20.0 : 1) Fixed income arbitrage
Introduction to Hedge Funds 22
Leverage vs. market exposure: are hedge funds riskier than traditional mutual funds?
Swiss Stocks Mutual Fund: 95% long stocks, 5% cash=> net long exposure of 95%=> leverage of 0.95:1
Long/Short US Equity Hedge Fund: 85% long stocks, 45% short stocks=> net long exposure of 40%=> leverage of 1.3:1
US Convertible Arbitrage Fund: 300% long convertibles, short delta stocks, short interest rates, short credit=> net long exposure of 0%=> leverage of 6.0:1
Fixed Income Arbitrage Fund: 800% long bonds, 800% short bonds=> net long exposure of 0%=> leverage of 16.0:1
CTA: 20% margin in long and short futures positions=> long exposure 200%, short exposure 200% => leverage of 4.0:1
=> Conclusion: leverage should always be considered in connection with actual market risk exposure, as well as basis risk and other risks
Introduction to Hedge Funds 23Data: HFR HF, Barclay CTA Indices 1994 - Aug 2007
Hedge funds have performed similar to stocks and bonds over the last ten years
0%
2%
4%
6%
8%
10%
12%
14%
16%
0% 5% 10% 15% 20% 25%Standard deviation pa
Ret
urn
pa
MSCI World
Macro
Distressed
CV Arb
EM
Short
Merger Arb
L/S Equity Sector
JPM
Hedge Fund Index
MN Equity
FI Arb
MBS
CTAs
FI HY Fund of Funds
Introduction to Hedge Funds 24
All hedge fund strategies have outperformed stocks since January 2000
Data: HFR, Barclay
50
100
150
200
250
Dec
-99
Mar
-00
Jun-
00
Sep-
00
Dec
-00
Mar
-01
Jun-
01
Sep-
01
Dec
-01
Mar
-02
Jun-
02
Sep-
02
Dec
-02
Mar
-03
Jun-
03
Sep-
03
Dec
-03
Mar
-04
Jun-
04
Sep-
04
Dec
-04
Mar
-05
Jun-
05
Sep-
05
Dec
-05
Mar
-06
Jun-
06
Sep-
06
Dec
-06
Mar
-07
Jun-
07
Sep-
07
MSCI World $ HFR HF Index CV arb Distressed Eq hedge FI arbMBS Merger arb Sector Short-selling CTAs Funds of funds
Introduction to Hedge Funds 25Data: FTSE, HFR, Barclay
Each strategy has a different risk/return profile
2007 July YTD Est.
Ret pa 1994-2007
Ret pa 2000-2007
Stdev pa 2000-2007
Corr MSCI2000-2007
HFRI FoF Index (non-investable, net) 8.19% 7.74% 6.49% 4.41% 0.57HFRI Global HF Index (non-investable, gross) 7.61% 11.57% 8.38% 5.87% 0.76CSFB/Tremont HFs (investable, gross) 5.47% n/a 7.51% 2.98% 0.27FTSEhx (investable, net) 4.46% n/a 5.77% 3.39% 0.32Long/short equity 8.31% 14.04% 7.82% 7.77% 0.73Sector specialists 7.31% 13.98% 6.36% 13.35% 0.66Event driven 7.33% 13.29% 10.62% 5.73% 0.71Distressed securities 6.23% 12.20% 12.61% 4.53% 0.50Emerging markets 18.08% 12.05% 15.09% 10.39% 0.74Merger arbitrage 5.59% 10.17% 7.65% 3.37% 0.46Macro 6.55% 9.89% 8.02% 5.49% 0.29Relative value arbitrage 5.67% 9.78% 8.74% 2.18% 0.40MBS arbitrage 2.50% 9.30% 8.48% 3.62% 0.10Convertible arbitrage 4.16% 9.15% 7.97% 3.27% 0.09Market neutral equity 4.83% 7.89% 6.08% 2.72% -0.02Statistical arbitrage 7.04% 7.71% 5.15% 3.68% 0.59High yield 1.49% 7.20% 6.87% 3.69% 0.46Fixed income arbitrage 1.81% 5.88% 6.28% 2.37% 0.05CTAs 1.80% 5.48% 5.10% 7.41% -0.13Short-selling 0.88% 0.79% 5.54% 20.39% -0.71MSCI World 5.54% 7.27% 1.29% 13.50% 1.00JPM Global Bonds 1.58% 6.90% 5.71% 2.89% -0.31
Introduction to Hedge Funds 26
10.2%
16.5%14.2%
6.1%
23.8%
17.0%20.5%
33.2%
17.4%
5.6% 4.0%0.7% 0.4%
3.5%7.1%
-2.7%
-19.4%-17.3%
-33.6%
-17.2%
8.4%6.5%
-40%
-30%
-20%
-10%
0%
10%
20%
30%
40%
HFR Fund ofFunds Index
HFRComposite
Index
CSFB/TremontHF Index
CTAs HFRLong/Short
Equity Index
MSCI World(USD)
S&P 500 NA SDAQComposite
SPI (CHF) JP MorganGlobal BondIndex (USD)
Pictet (CHF)
Light colors: 1/1994-3/2000Dark colours: 4/2000-3/2003
Hedge funds preserve capital in bad times
Data: HFR, Barclay
Introduction to Hedge Funds 27
Low cross-correlations permit efficient portfolio diversification
Data: HFR HF, Barclay CTA Indices 1994 - Aug 2007
Introduction to Hedge Funds 28
Diversification lowers risk
The optimal number of funds seems to be between 15 and 30
However, depending on the investor‘s specific utility curve (eg single HF fall out risk) the number may be significantly higher
0%
5%
10%
15%
20%
25%
0 5 10 15 20 25 30
Number of funds/programs/stocks
Stan
dard
dev
iatio
n p.
a.
Single manager managed futures100 largest U.S. stocksSingle manager hedge funds
Data: TASS, HFR, MSCI
Note: Attrition rate of HFs is similar to attrition rate of mutual funds
Introduction to Hedge Funds 29
The selection of the right hedge fund strategy is crucial to achieve a low correlation to stock and bond portfolios
Correlation between FoHF composite and MSCI World, JPM Global Bonds
Data: HFRI
The high correlation to the MSCI World is mostly driven by the large amount of long-biased long/short equity hedge funds (appr. 40%). Other strategies are less correlated.
-1.00
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
0.80
1.00M
-90
M-9
1
M-9
2
M-9
3
M-9
4
M-9
5
M-9
6
M-9
7
M-9
8
M-9
9
M-0
0
M-0
1
M-0
2
M-0
3
M-0
4
M-0
5
M-0
6
M-0
7
12-month ro lling correlation to global stocks
12-month ro lling correlation to global bonds
Introduction to Hedge Funds 30
Hedge funds – a separate asset class?
History, definition and characteristics of hedge funds
Risks, returns, correlations
Benchmarks and long term return outlook
Hedge funds in the context of a traditional investment portfolio
Conclusions
Introduction to Hedge Funds 31
CSFB Tremont www.hedgeindex.com Asset-weighted; 10 strategies; invested in 60 HFs
Dow Jones www.djindexes.com Equal weighted; 1 directional, 5 non-directional strategies; invested in 32 HFs
FTSE Hedge www.ftse.com Triple investibility weighted; 8 strategies; invested in 40 HFs
HFRX www.hedgefundresearch.com Equal weighted; 8 strategies; invested in 80 HFs
MSCI www.msci.com/hti Complex weighting; 8 strategies; invested in 138 HFs
Investable hedge fund indices
Introduction to Hedge Funds 32
Non-investable hedge fund indices
Barclay Trading www.barclaygrp.com Equal-weighted CTA-Index; 17 strategies Group (2,080 CTAs)
CSFB/Tremont www.hedgeindex.com Asset-weighted HF Index and 13 HF sub-indices (434 HFs)
Eureka Hedge www.eurekahedge.com Several industry indices
Hedge Fund www.hedgefundresearch.com Equal-weighted HFRI Index and 32 HF Research sub indices (1,700 HFs)
InvestHedge www.hedgefundintelligence.com Several industry indices
MSCI www.msbarra.com Equal-weighted and asset-weighted indices; 18 strategies (2,800 HFs)
Introduction to Hedge Funds 33
Funds of funds have underperformed the HF index
Data: HFR HF, Barclay CTA Indices 1994 - Aug 2007
0%
2%
4%
6%
8%
10%
12%
14%
16%
0% 5% 10% 15% 20% 25%Standard deviation pa
Ret
urn
pa
MSCI World
Macro
Distressed
CV Arb
EM
Short
Merger Arb
L/S Equity Sector
JPM
Hedge Fund Index
MN Equity
FI Arb
MBS
CTAs
FI HY Fund of Funds
Introduction to Hedge Funds 34
Possible explanations for the perceived underperformance offunds of funds
•Fund of fund fees (average management fee of 1.25% and average performance fee of 12.5%)
•Survivorship and selection bias disregarded in hedge fund indices (estimates range from 1.0% to 4.0% pa)
•Bull market bias of hedge fund indices(40-50% of hedge funds do long/short equity)
•Poor selection, low barriers to market entry
Introduction to Hedge Funds 35Data: Harcourt, TASS, HFR, Barclay
Hedge funds are hedged and provide an asymmetric return profile
100
1000
10000D
ec-8
5
Jun-
86
Dec
-86
Jun-
87
Dec
-87
Jun-
88
Dec
-88
Jun-
89
Dec
-89
Jun-
90
Dec
-90
Jun-
91
Dec
-91
Jun-
92
Dec
-92
Jun-
93
Dec
-93
Jun-
94
Dec
-94
Jun-
95
Dec
-95
Jun-
96
Dec
-96
Jun-
97
Dec
-97
Jun-
98
Dec
-98
Jun-
99
Dec
-99
Jun-
00
Dec
-00
Jun-
01
Dec
-01
Jun-
02
Dec
-02
Jun-
03
Dec
-03
Jun-
04
Dec
-04
Jun-
05
Dec
-05
Jun-
06
Dec
-06
Jun-
07
Hedge Fund Composite Index
JPM Global Bond Index
MSCI World Index
Introduction to Hedge Funds 36
Long term hedge fund return outlook
Hedge fund returns are a function of:
l Stock market returns
l Libor and bond rates
l Market liquidity
l Strategy alpha, ie market inefficiencies and supply/demand imbalances
Expected long term returns: Libor + 500 pa
Introduction to Hedge Funds 37
Hedge funds – a separate asset class?
History, definition and characteristics of hedge funds
Risks, returns, correlations
Benchmarks and long term return outlook
Hedge funds in the context of a traditional investment portfolio
Conclusions
Introduction to Hedge Funds 38
Hedge funds are the perfect diversification tool for a traditional stock/bond portfolio
Addition of hedge funds to a 50% stock and 50% bond portfolio results in lower risk/higher return portfolio
Data: 1994-Aug 2007
0%
5%
10%
0% 4% 8% 12%Standard deviation pa
Ret
urn
pa
MSCI World $
JPM Global Bonds $
HFRI FoF Index
Introduction to Hedge Funds 39
Aggressive or conservative? Trade-off of equity correlation vs returns
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
-0.20 0.00 0.20 0.40 0.60 0.80 1.00
Correlation to S&P 500
Net
retu
rn p
a
Data: Altvest, S&P, Jan-94 to Dec-99
Aggressive FoF“Equity surrogate“
Conservative FoF“Bond surrogate“
Fund of funds performance
Introduction to Hedge Funds 40
There are two types of hedge fund investors
Type A:HFs as a separate
asset class
Type B: HFs as an active overlay
to a passive portfolio
• Passive Index + HFs = Active • Diversification
Two types of investors
Introduction to Hedge Funds 41
Type A – Driven by „Core-Satellite“ investment approach
Core portfolio: PASSIVE
Major developed stock and bond markets (large caps)
Indices, ETFs, tracker funds, passive mandates
Satellite portfolio: ACTIVE
HFs, small caps, EM, high yield, PE, ABS, real estate
Active long-only mandates/funds, portable alpha/overlay, hedge funds
Introduction to Hedge Funds 42
Type B – Driven by paradigm shift in the asset management industry
8% Passive beta
strategies 35%
10%
2%Active
alpha 15%5%
90% Active long only (beta) strategies
50%
85%
Past FuturePresent
Beta will increasingly be bought cheaply through passive instruments (ETFs, indices)
The importance of Alpha as a portfolio component will likewise increase
Data: Man Investments
Introduction to Hedge Funds 43
Hedge fund returns – Alpha oder beta?
Traditional beta =directional risk premia:
- Stock market beta- Interest rate duration- BARRA factors- Credit spreads- Currenciesetc.
Alternative beta = Directional and demand/supply premia:
- Liquidity risks- Spread risks- Volatility and correlations- Merger deal risk- Prepayment risketc.
Structural alpha = free option due to structural advantages:
- Regulatory constraints- Structural inefficiencies- Informational barriers - Speed and size- Trend-followingetc.
Skill alpha = only few really skilled managers:
- Analysis- Portfolio mgt - Risk mgtetc.
Passive Active
The source of returns varies significantly across the different HF styles, HF strategies and HFs … and varies over time !
Hedge fund returns =Traditional betas + alternative betas + structural alpha + skill alpha
Copyright: Harcourt Research
Introduction to Hedge Funds 44
The asset management industry of the future
⇒ Hedge funds will become mainstream
⇒ Traditional and alternative asset management industries will merge
⇒ Seggregation of the traditional value chain:
BETA exposure via low-fee index certificates,
ALPHA (and Alternative Beta) via high-fee hedge fund-like investment vehicles
Introduction to Hedge Funds 45
Hedge funds – a separate asset class?
History, definition and characteristics of hedge funds
Risks, returns, correlations
Benchmarks and long term return outlook
Hedge funds in the context of a traditional investment portfolio
Conclusions
Introduction to Hedge Funds 46
Superior risk-adjusted returns in bear and bull markets
Low to moderate correlation to traditional asset classes
Asymmetric return distribution – downside protection
Access to some of the best talent in financial markets
Highly sophisticated, unbiased investing
Transparency and regulation improving on the back of increasing institutionalisation
=> Hedge funds belong in every diversified investment portfolio
=> Demand for hedge funds will remain high, and hedge funds willbecome mainstream
Why hedge funds ?
Introduction to Hedge Funds 47
Disclaimer
An investment in an alternative investment carries substantial risks. The nature and extent of some of these risks differ from traditional investments in stocks and bonds. There can be no assurance that the advice or information provided above will lead to superior performance. In particular, the performance of an alternative investment may vary substantially over time. Investors bear the risk of losing all or part of their investment and thus should carefully consider the appropriateness of such investments for their portfolio. While the information containedin this document has been obtained from sources deemed reliable, no representation is made as to its accuracy or completeness, and it should not be relied on as such. Past performance is not necessarily indicative of future performance.
Introduction to Hedge Funds 48
Contact
Harcourt Investment Consulting AGStampfenbachstrasse 48 8006 Zürich - Switzerland
Contact us:Tel: +41 (0)44 365 1000 Fax: +41 (0)44 365 1001To access Harcourt research and educational material please visit:www.harcourt.ch