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Guest Posts

Prominent researcher finds “Extreme Value Theory” can turn VaR into a better crystal ball

Jun 29th, 2009 | Filed under: Guest Posts, Today's Post

It’s our pleasure to bring you a guest contribution today from Dr. William Shadwick, a highly-regarded mathematician who “crossed the aisle” to the world of finance a decade ago and has since made his mark on the field of investment performance analysis.  Regular readers may remember Bill from his previous guest contribution to AllAboutAlpha.com in 2008 - one of that year’s most-read articles on AAA.  Widely known as the developer of the Omega Function and Omega Metrics®, Shadwick won the 2007 Journalism Award from the Investment Management Consultants Association, jointly with Ana Cascon.   A prominent mathematician, he was responsible for establishing the Fields Institute for Research in Mathematical Sciences before entering the finance industry in 1998.  He is the founder of Omega Analysis Limited, a quantitative research firm in London.

Special to AllAboutAlpha.com by: Dr. William Shadwick, Omega Analysis Limited

The credit crisis and its impact on world markets have prompted a great deal of discussion of risk management (and its absence). Much of the forecasting by financial institutions of the risk inherent in their businesses failed to avoid extreme and, in some cases, catastrophic losses. Institutional investors and other shareholders who failed to manage risk absorbed huge losses as equity markets plummeted.

The goal of statistical analysis in financial risk management is to predict the future with reasonable accuracy over a reasonable period of time. Predictions need not be precisely correct to be of great value in managing risk.

The degree of accuracy that is acceptable varies from investor to investor and across investments of different types. The common feature is the need to estimate both the likelihood and severity of unacceptably large losses. Making such estimates is as essential in building a stock portfolio or a trading position as it is in overseeing regulatory capital requirements for banks. Statistical analysis is an important and, in many cases, essential part of risk management. More…


Investing in hedge funds in emerging markets: the “prudent approach”

Jun 24th, 2009 | Filed under: Guest Posts, Today's Post

After being beaten up along with most hedge fund strategies in 2008, emerging markets hedge funds are roaring back this year along with the fortunes of their target regions.  Hedge Funds Review reports that,  “While prone to volatility, emerging markets hedge funds have historically posted strong gains following market bottoms. In the 12 months following the trough of each of the five largest performance declines, funds have produced an average gain of 23.3%.”

And Citigroup recently told Bloomberg News, “There is going to be an outsized investment back into Asia. Some of the big pensions are going to be looking at Asia; it’s coming onto the radar screens.”

We wondered if this was just a matter of emerging markets beta, or whether emerging markets hedge funds provide added value? For a perspective on this, we turned to our resident emerging markets expert, Peter Douglas, for more. As many of you are aware, Peter is the founder of Singapore-based hedge fund consultancy GFIA, and is a regular contributor to AllAboutAlpha.com.

Special to AllAboutAlpha.com by: Peter Douglas, CAIA, Principal, GFIA pte ltd.

For long-term investors, hedge funds are the most prudent approach to access the opportunities inherent in emerging markets.

Emerging market equity investing has typically been characterized by dramatic price movements through market cycles in both directions.  In addition, the inefficient, diverse and often rapidly developing nature of emerging capital markets creates challenges which can create unexpected risks for non-specialist investors.

In a recent report, GFIA analyzed how hedge funds specializing in emerging market investing can both exploit these market inefficiencies, and protect themselves from extremes of price movements, thereby generating stronger risk adjusted returns over time.  The paper further evaluates the performance of emerging markets hedge funds against traditional investment methods, including long only funds, using various metrics. The key conclusions of the study are: More…


“Illiquidity Premium” that fuelled endowment returns falls back to 2005 levels

May 7th, 2009 | Filed under: Guest Posts, Today's Post

Back in early 2008, the Economist marveled over the gravity-defying returns of US university endowments.  In early 2009, AllAboutAlpha.com contributor professor Christian Tiu wrote on these pages that “all endowments are relatively unconstrained, tax exempt and large enough to hold different asset classes”.  But what happens when a major driver of returns for these “different asset classes” runs out of gas?  Michael W. Crook, CAIA, of Barclays Wealth examines this issue today.

Special to AllAboutAlpha.com by: Michael W. Crook, CAIA, Vice President, Alternatives Strategist, Barclays Wealth

The revelation last month of serious problems in the Harvard Management Company’s portfolio brings into question the viability of the so-called “endowment model” of asset allocation. Harvard has essentially been forced into a liquidity-driven unwinding of its portfolio, due in part to some specific recent mistakes, but also due to its adherence to the prescriptions of the endowment model.

The endowment model is associated closely with the investment philosophy of David Swensen and the management of the Yale University portfolio. It has been adopted (or imitated) by other endowments around the nation and by some foundations, family offices, and private investors. The main differences between a more traditional asset allocation and the endowment model are:

  1. An overweight to equities, typically through private equity,
  2. An overweight to hedge funds,
  3. Allocations to “new” asset classes (e.g., timber), and
  4. Elimination of low volatility liquid assets (fixed income).

These adjustments reflected two fundamental assumptions: that there are additional returns associated with illiquidity and that the returns on private equity, hedge funds, and new asset classes were very stable and, therefore, helped to increase portfolios’ risk-adjusted returns.

The recent period has, however, cast doubt on these assumptions. During periods of crisis the premium associated with liquidity becomes even larger, resulting in negative relative returns for illiquidity. The recent crisis has been unusually severe in this respect and has made it clear that these returns to illiquidity came with an unlikely but potentially devastating downside risk. Additionally, many adherents to endowment model, who didn’t pay enough attention to their actual liquidity needs, are now suffering the consequences. Finally, investors discovered that the relatively steady returns realized by some of the “alternative” asset classes concealed serious “fat-tail” risk.

Liquidity Premium

It has been well documented that liquidity impacts asset prices, and that on average a less-liquid instrument that is functionally similar to a more liquid instrument will be priced more cheaply (implying greater future returns). This can be seen in equity and fixed income markets, among others, by isolating liquidity risk from other sources of risk and then measuring the return over time associated with that risk factor.

We have created a proxy for the illiquidity factor by forming a portfolio that is long off- the-run treasury securities and short on-the-run treasury securities. This creates a liquidity mismatch because off-the-run Treasuries are slightly less liquid than on-the-run Treasuries, even though both have the same underlying credit risk. We hedged interest rate risk by matching duration within the portfolio. Figure 1 shows the cumulative return of this portfolio since 2000.

Figure 1: Cumulative liquidity returns, January 1, 2000 - March 31, 2009

This illustration makes it clear why many endowments oriented their portfolios toward illiquid investments. Illiquidity appeared to provide an additional element of stable, low volatility positive returns to the portfolio. However, the recent period has made it clear that those returns came with a negative fat-tail risk, as the recent negative returns associated with illiquidity more than wiped out over 3 years of gains in less than 3 months.

The Future of the Endowment Investing

Many endowments are now confronted with the question of whether or not they should move in increase portfolio liquidity. For some this will be an easy answer. Portfolios that are either experiencing a forced unwinding of positions or that are not able to provide funding for their institutions should certainly target a higher level of liquidity going forward. For others the answer is less clear. Illiquidity, in this context, should be viewed as a source of risk and return. It simply becomes part of the asset allocation decision. In the same way that managers allocate to equity risk, credit risk, and interest rate risk, they should be consciously and deliberately managing their allocation to illiquidity risk, i.e., by considering both the upside and the downside.

Considering the new information we have regarding the risk and return associated with illiquidity, we believe many portfolio managers will decide to reduce their exposure to illiquidity risk. This likely means that equity risk will move to public equities from private equities, arbitrage hedge funds will be sold in favor of fixed income and allocations to emerging asset classes will be made more cautiously.

A recent academic article also brings into question whether the endowment model really was responsible for outperformance all along. Brown et al found that endowment outperformance should be attributed to an overweighting of their best managers rather than the increased allocations to specific asset classes. That sounds like good advice for all investors.

- M. Crook, May 2009

The opinions expressed in this guest posting are those of the author and not necessarily those of AllAboutAlpha.com or the CAIA Association.

IRS Circular 230 Disclosure;

IRS Circular 230 Disclosure: Barclays Capital and its affiliates do not provide tax advice. Please note that (i) any discussion of US tax matters contained in this communication (including any attachments) cannot be used by you for the purpose of avoiding tax penalties; (ii) this communication was written to support the promotion or marketing of the matters addressed herein; and (iii) you should seek advice based on your particular circumstances from an independent tax advisor.

BARCLAYS WEALTH, THE WEALTH MANAGEMENT DIVISION OF BARCLAYS BANK PLC (INCLUDING BARCLAYS CAPITAL INC. IN THE UNITED STATES) ACCEPTS RESPONSIBILITY FOR THE DISTRIBUTION OF THIS DOCUMENT IN THE UNITED STATES. ANY TRANSACTIONS BY US PERSONS IN ANY SECURITY DISCUSSED HEREIN MUST ONLY BE CARRIED OUT THROUGH BARCLAYS CAPITAL INC., 200 PARK AVENUE, NEW YORK, NY 10166.THIS DOCUMENT DOES NOT DISCLOSE ALL THE RISKS AND OTHER SIGNIFICANT ISSUES RELATED TO AN INVESTMENT IN THE SECURITIES/TRANSACTION. PRIOR TO TRANSACTING, POTENTIAL INVESTORS SHOULD ENSURE THAT THEY FULLY UNDERSTAND THE TERMS OF THE SECURITIES/TRANSACTION AND ANY APPLICABLE RISKS.

Barclays Bank PLC is registered in England No. 1026167. Registered Office: 1 Churchill Place, London E14 5HP. Copyright Barclays Bank PLC, 2008 (all rights reserved). This document is confidential, and no part of it may be reproduced, distributed or transmitted without the prior written permission of Barclays. Member SIPC.


The Ascendancy of Risk Management

Apr 30th, 2009 | Filed under: Guest Posts, Today's Post

We conclude a week covering hedge fund operations issues with a guest contribution from Abdul Sheikh, CAIA, a Vice President at State Street’s fund administration group.  Sheikh makes the case that many attendees of GAIM Ops also made: that independent fund administration may be the only way to fully address investor concerns in the post-Madoff world.

Alternative Viewpoints: The Ascendancy of Risk Management

Special to AllAboutAlpha.com by: Abdul Sheikh, State Street Fund Administration

In the past years, investors used to select fund managers based on three criteria: performance, philosophy and pedigree. But in Deutsche Bank’s annual Alternative Investment Survey released last month (see related post) , “risk management” entered the ranks of the top three selection criteria for the first time, and “pedigree” fell to fifth.

It’s clear that we are witnessing a paradigm shift in manager selection and asset allocation criteria.   Gone are the days of just looking at attributes like track records, top down vs. bottom up approaches, low correlations to markets, and manager size.  Recent events have shown that investors need transparency, independent risk analysis, and independent asset servicing.

A State Street study conducted late last year in conjunction with the 2008 Global Absolute Return Congress (see related post) reinforces this - indicating that five out of six institutions (84 percent) expect more disclosure of hedge fund positions and nearly half (49 percent) anticipate more frequent reporting from hedge fund managers. Meanwhile, only a few (19 percent) currently receive some level of consistent transparency across hedge fund holdings.  (See chart below from report) More…


Book Review: The Heretics of Finance - Conversations with Leading Practitioners of Technical Analysis

Apr 5th, 2009 | Filed under: Guest Posts, Today's Post

Special to AllAboutAlpha.com by: James Burron, CAIA, ICICI Wealth Management Inc.

Ever heard of Peter Lynch, Warren Buffett or Benjamin Graham?  Sure.  But how about Robert Farrell, Alan Shaw or Stan Weinstein?  Chances are many investors have heard of most or all of members of the first group and none of the second.  What’s the difference?  Lynch, Buffett and Graham are fundamental (research) investors; Farrell, Shaw and Weinstein are technical adherents.

The striking part of reading The Heretics of Finance (Andrew Lo & Jasmina Hasanhodzic, Bloomberg Press, 2009) was that upon opening it up to the table of contents, I could only find one interviewee I recognized (Laszlo Birinyi Jr., if you were wondering - and only because he was often on Wall Street Week). This made me think: was I missing out on something, or was technical analysis really just a rather obscure investment style more akin to astrology?

I tried to keep an open mind as I readied myself for talk of head & shoulders (not the shampoo), double and triple tops, pennants (whatever those are) and breakouts.  I’ll admit to being a somewhat of a skeptic of technical analysis.  But as I read Heretics, I gained an appreciation for what drives these highly intelligent - if not quirky - individuals. More…


Niccolo Machiavelli’s Hedge Fund Secrets

Mar 19th, 2009 | Filed under: Guest Posts, Today's Post

Special to AllAboutAlpha.com by: Konstantin Danilov, CAIA

Looking at several excerpts from chapter 25 of Machiavelli’s letter to Lorenzo de’ Medici written in 1513, it is interesting to note that a large portion of this particular chapter is particularly relevant to the hedge fund industry. It seems that ideas that were once known and respected have since been forgotten or largely ignored; modern day investors would be wise to revisit Machiavelli’s prescient observations on the topic of luck and randomness and the implications for hedge fund investing.  (As you will see, you might even say that best-selling author Nassim Nicholas Taleb is somewhat of a latter-day Niccolo Machiavelli.)

Chapter 25 begins with the idea one must understand the overwhelming effect of luck on life events, and by extension, the financial markets:

“Nevertheless, since our free will must not be denied, I estimate that even if fortune is the arbiter of half our actions, she still allows us to control the other half, or thereabouts. I compare fortune to one of those torrential rivers which, when enraged, inundates the lowlands, tears down trees and buildings, and washes out the land on one bank to deposit it on the other. Everyone flees before it; everyone yields to its assaults without being able to offer any resistance.”

Machiavelli’s observations are even more relevant today, as the complex world of finance is highly influenced by randomness, yet few people realize the impact of luck on hedge fund performance. Because of the overwhelmingly large sample size (number of fund managers or investors), it is inevitable, based on randomness alone, that during our lifetime we will encounter a fund manager like Michael Steinhardt. With that in mind, it is easy to see that, as Nassim Taleb points out in Fooled By Randomness: More…


Monetizing hedge fund transparency

Mar 3rd, 2009 | Filed under: CAIA Alternative Viewpoints Columns, Guest Posts, Today's Post

Hedge fund transparency was in the news again last week as EU Commissioner Charlie McCreevy told a conference audience that hedge funds need “to provide effective due diligence of the funds’ liquidity and risk management, valuation process as well as on the basic investment proposition.”

Note that McCreevy stops short of calling for position-level transparency.  Indeed, there can often be little value in knowing the positions in a fund whose purpose is to produce alpha through a dynamic trading strategy.  But some hedge funds do pursue a buy-and-hold strategy.  And for those funds, position level transparency can potentially provide useful insights.

In the latest installment of our monthly contribution from a member of the Chartered Alternative Investment Analyst (CAIA) Association, Mebane Faber, CAIA, proposes a way to exploit position level transparency that currently exists for US equity hedge funds.  Many of you may know Mebane through his popular blog World Beta, where he writes about many of the ideas below.  He is also the co-founder of AlphaClone and co-author of “The Ivy Portfolio: How to Invest Like the Top Endowments and Avoid Bear Markets.

Alternative Viewpoints - powered by CAIA: Let the Top Hedge Funds Manage Your Portfolio

Special to AllAboutAlpha.com by: Mebane Faber, CAIA, CMT, Portfolio Manager, Cambria Investment Management

Picking stocks is hard. Academic research has shown that most individuals and professionals under perform their benchmark indexes. That is not surprising given new research from Blackstar Funds that shows that roughly two thirds of all stocks under perform their index over their lifetime, 40% are unprofitable investments, and nearly a fifth lose at least 75% of their value.

That being said, would anyone deny that there are some managers who are very good at stock picking? Warren Buffett is certainly good at it; so are David Einhorn, Seth Klarman David Tepper, and David Dreman - all elite money managers that have proven they can pick winning stocks consistently.

By reviewing the publicly-available SEC form “13F”, you can see the holdings of these and any other professional money manager with assets under management of over $100 million.

This information is interesting.  But since it is backward looking, can it be of any value to investors?   It turns out the answer is “yes”, as long as you use a structured and quantified process. I recently co-founded a software tool called “AlphaClone” to harvest these ideas from 13F filings and test them.  In fact, you can use 13Fs from top managers as both an “idea farm” for new stock ideas as well as an alpha generator in the long only equity space. More…


Financial crisis to slow convergence of hedge funds and private equity, but not for long, says academic

Feb 20th, 2009 | Filed under: Guest Posts, Today's Post

A couple of months ago, the U.S. Congress summonsed some of the world’s hedge fund titans to Capitol Hill.  Sensing that these managers - all of whom made over US$1 billion in 2007 - might be biased in favor of their industry, Congress also asked several noted academics to brief them on various aspects of the hedge fund business beforehand.  We interviewed one of the academics called to Hill that day, Houman Shadab of George Mason University, immediately after his testimony (see post).

Shadab is a senior research fellow in the Regulatory Studies Program at the Mercatus Center at George Mason  His work focuses primarily on financial regulation, in particular such areas as hedge funds, corporate governance, and derivatives.  He regularly publishes in journals such as the Berkeley Business Law Journal and the New York University Journal of Legislation and Public Policy and is a frequent commentator in the media.

We are pleased to invite Houman Shadab to this particular media outlet with this exclusive look at the convergence of private equity and hedge funds (a topic he covers in greater detail in this recent paper) .

Coming Together After The Crisis: The global convergence of private equity and hedge funds

Special to AllAboutAlpha.com by: Houman Shadab, George Mason University

Two of the most significant types of alternative investment funds worldwide are hedge funds and private equity funds. For years, these two alternative investment strategies have been converging.  Although the financial crisis may slow this convergence, the trend will ultimately continue and strengthen - albeit with some important variations across countries.

In part because private equity funds and hedge funds both seek returns that are uncorrelated with overall markets, there is a natural synergy between the funds that has already helped fuel their convergence. Indeed, institutional investors often view their allocations to each type of fund as relatively interchangeable components of their overall allocation to alternative investments. More…


Alternative Investments in India: Regulatory easing, growth in private equity, and new real estate opportunities

Feb 2nd, 2009 | Filed under: CAIA Alternative Viewpoints Columns, Guest Posts, Today's Post

A recent members-lunch hosted by the Chartered Alternative Investment Analyst (CAIA) Association featured a presentation by the managing director of one of India’s largest private equity and real estate investment firms.  That got us wondering about the state of the alternative investment industry in the world’s largest democracy.  So we invited James Burron, CAIA of ICICI Wealth Management to give us the scoop on hedge funds, private equity and real estate in India as part of our monthly guest column by a member of the CAIA Association.

James works with a full spectrum of alternative investments for ICICI Bank - India’s second largest bank.  A Canadian, James was Director of Alternative Investments with a Seoul, Korea-based investment firm before moving to Toronto to work in structured products.  He is currently a product manager for the firm’s Canadian operation - its second largest after the UK.

Alternative Viewpoints: Alternative Investments in India

Special to AllAboutAlpha.com by: James Burron, CAIA, Product Manager, ICICI Wealth Management

For many investors, India evokes images from Kim, Gandhi or, more recently, Slumdog Millionaire and Bombay Calling. India is all at once a country of extraordinary poverty (with an estimated 41% of the world’s poor) and highly concentrated wealth (Mukesh Ambani, worth an estimated $50 billion, is completing work on his $1 billion home in Mumbai).  Seen by some as a step behind China, the lowest existing estimate for FY 2009 growth is about 6.5%, a far cry from the zero to negative growth expected in many other countries. India has a history of British-rule and central government control, but is populated by brash, young entrepreneurs working either in call centres, IT firms or Small and Medium-sized Enterprises (SMEs).

As far as alternatives go, the market for (and of) alternative investments is growing slowly as the Securities and Exchange Board of India (SEBI, regulating securities) and the Reserve Bank of India (RBI, regulating banking) are starting to allow various new products into India.

Hedge Fund Regulation

To know India is to know regulation.  And regulation is a good thing, because before hedge funds were regulated, they were simply excluded from the country.  Both major regulators are ill-at-ease with hedge funds in general.  As a result, hedge funds have gone through 4 distinct phases in India: prohibition, More…


Jaeger predicts year of alternative beta, the death of “black boxes”. Advocates “scenario based” portfolio construction.

Jan 19th, 2009 | Filed under: Guest Posts, Today's Post

Special to AllAboutAlpha.com by: Dr. Lars Jaeger, Partner, Partners Group

For a long time, many investors have regarded hedge funds as an investment class that generates absolute returns by means of managers’ sophistication in extracting inefficiencies from the complexity of the global capital markets.  However, the current financial crisis has forced investors to reconsider this belief.  Even before 2008, the hedge fund battlefield had been littered with the bodies of secretive funds such as LTCM, Quantum, Tiger, Niederhoffer, and Beacon Hill, all of which failed spectacularly in comparably much less severe market environments.

The crisis year 2008 saw countless new casualties.  Hedge funds have proven to be part of “the system” and even if they enjoy greater flexibility and certain advantages, they were not able to fight against the type of market distress we have recently seen.  The average hedge fund has lost around 20-25% in 2008. The industry has subsequently experienced several “worst months in history” only to be topped by one of the next months.  October and November 2008 were just the latest “menses horribilis” for hedge funds, months in which even some high flying stars of the scene experienced losses in the range of -25% to -50%.

Finally December brought another major blow of pain to hedge fund investors when the alleged Ponzi scheme of Wall Street icon Bernard Madoff fell apart pulling 50 billion USD out of the hedge fund industry (including high profile funds of hedge funds) and causing a big stain on the industry’s public reputation.

Figure 1 provides an overview of the industry’s returns in the various strategies.  (ed: HFRX is an investable index that generally underperforms traditional indexes such as its non-investable sister, the HFRI.)

These losses occurred just as hedge funds had expanded to a broader institutional investor base intrigued by their promise of “absolute returns”.  Watching their investments fall short of these promises, these investors are growing increasingly skeptical about what the “traditional hedge fund model” is able to deliver.

As a result, the institutional investors that drove recent industry growth have become less willing to drop billions into a black box and hope for the best.  In fact, they have started to pull out their money in unprecedented amounts - leading to another devastating blow: a liquidity trap (which ultimately led to the demise of Madoff’s fund).  In their search for returns, hedge funds had recently begun to invest in less liquid investments and apply private equity techniques to public targets (activist investing), thus extending the liquidity features of their underlying investments.

Many, including Partners Group, were concerned about this development since private equity funds had a much more stable and long term capital base.  In addition, we were concerned about hedge fund “black boxes”, as readers of our research will surely recall (see previous AllAboutAlpha.com posts).  Unfortunately, these concerns proved to be justified much faster than we could have ever anticipated.  In 2008, an asset-liability mismatch forces a number of hedge funds to withhold redemptions, and the revelation of the alleged Madoff Ponzi scheme caught many investors off guard (especially fund of funds that put insufficient emphasis on solid due diligence, transparency and active risk management).

2009 and Beyond

In light of the excruciating pain that hedge funds have suffered and a growing consensus - even among hedge fund advocates - that the industry is going to suffer short and mid-term redemptions, many investment professionals are asking themselves about the long term effects on the industry.

In light of these developments, we anticipate the following effects on the global hedge fund industry:

  1. With the shrunken balance sheets of the banks, hedge funds will have less access to leverage financing.  This will obviously affect those strategies that have been employing significant leverage, i.e. the “Relative Value” strategies such as Fixed Income Arbitrage, Convertible Arbitrage, and Statistical Arbitrage.
  2. Regulatory constraints such as the banning on short-selling coupled with increased regulatory oversight are going to rob hedge funds of the flexibility necessary to exploit their return sources. This will affect most equity related strategies such as Long/Short Equity, Event Driven, and Equity Market Neutral.
  3. The decline of alpha has been documented on countless occasions even before all the recent trouble started.  The majority of today’s hedge fund returns stem from risk premia rather than market inefficiencies, in others words, from “beta” instead of “alpha”.  Risk premia have risen across all markets in the ongoing flight to quality.  Consequently, declining and negative (alternative) betas have had a detrimental effect on hedge fund returns.  However, short to mid-term expected alternative beta returns will likely be significantly above historical averages.
  4. Significant losses, the introduction of redemption gates, and the largest alleged fraud in the history of Wall Street means that opacity and illiquidity - once considered a source of strength for the hedge fund machine - has turned into a formidable liability.  The industry will finally have to give up its black box approach, and the major fund of hedge funds will have to revisit their investment and business model.
  5. The prototypical 2/20 fee model and possibly higher trading and financing fees from their prime brokers will mean that the fee burden faced by hedge fund investors will have to come down in order for net returns to become attractive again.  Indeed, we can observe that this has already begun.

Hedge funds are here to stay, but not here to stay the same.  While the first three points above are structural rather than cyclical, alternative beta will remain a promising source of investment returns.  In other words, there is a tailwind for hedge funds.  Market dislocation and investors’ fears will provide for ample return opportunities in form of high “standstill returns” from alternative beta.

This means that 2009 will likely be a strong year for the surviving hedge funds.  Those investors and investment managers with cash to invest now are surely going to be richly rewarded.

Whither “Absolute Returns”?

But how about the original hedge fund promise of “absolute returns”?  Hedge funds have been marketing their “alpha” while many have actually delivered “diversified beta” (what a few years back we started calling the “alternative beta” game, i.e. diversify across a large spectrum of return drivers that balance the investment risk of each individual underlying risk).

The market distress this year has given a final vindication to this hypothesis.  In a painful way hedge fund investors had to learn what some academics and very few hedge fund product providers have told them all these years - that hedge funds delivered mostly (alternative) beta returns.

As a consequence of the recent financial crisis, the motto of hedge funds should now be, “Chase alpha where available, diversify across betas where necessary”.  As a result of declining alpha at home, many of the top hedge funds had already moved to where the fields were still green, namely the private capital markets.

Hybrid Hedge Fund Strategies and Liquidity

But there is an important prerequisite for hedge funds “going private” - having a stable and well-secured capital base. In other words, the hedge fund needs to persuade investors to forgo liquidity.  In other words, the hedge fund manager needs to know what he is doing with respect to asset/liability management.

That does not mean that the new “absolute return” portfolio will have to mimic a conventional private equity portfolio (requiring, for example, an investment commitment of eight to ten years).   Many investors already have that part of their portfolios managed by (pure) private equity players and will expect a different kind of exposure and liquidity from their absolute return investments.

This being said, the short duration end of private market investments such as mezzanine loans and late stage (purely financial) secondary investments offer a wide spectrum of opportunities that the investor with higher liquidity demands can benefit from in his absolute return bucket.  Mezzanine and senior bank loans for examples have payback periods of 36 months rather than ten years, and a late stage secondary can return the capital equally fast.

These are areas in which hedge funds have started to become very active in the recent years.  While the focus on generating absolute returns through alpha naturally drives investors to private market investments, in practice many investors have liquidity needs.  So institutional investors need to find the right balance between maximizing (risk adjusted) return and providing sufficient liquidity.  Too much liquidity means foregoing returns; too little liquidity can quickly turn off investors.

A New Approach to Portfolio Construction

Once the right balance between return objectives and liquidity profile is established, investors must turn to these asset allocation decisions.  With the traditional (mean variance based) optimization model and related statistical optimization techniques failing to deliver reliable results, we suggest a different macroeconomic scenario based approach for the portfolio construction.  (Other investment managers such as Bridgewater Associates have expressed similar ideas.)

Asset class pricing and investment returns are generally a function of expectations of changes in  macroeconomic variables such as growth and inflation.  However, exact forecasts of these parameters are extremely difficult, if not impossible.  For that reason the investor should balance an absolute return portfolio across an entire range of optimal portfolios in each respective scenario.  Concretely, this means averaging across the different “scenario portfolios” in order to obtain the final balanced asset allocation.  By balancing risk across the different environments, the investor is able to earn various asset class returns while minimizing the portfolio’s susceptibility to any one environment.

The “Relative Value” Approach

Once the general scenario based portfolio is determined, allocations to different segments should be based on current relative value assessments (e.g. alpha opportunities in private equity markets are bigger than they are in public equity markets), fees (e.g. fee-efficient access to certain hedge fund strategies via alternative beta strategies) and liquidity.

In fact, while the overall asset mix across private markets, alternative beta, offshore hedge funds, and other asset classes and risk premia can be kept rather static, there is room to manoeuvre within each.  For example, it makes a difference whether one accesses leveraged buyout returns through a direct investment in a limited partnership or in the secondary market.  In addition, the relative attractiveness of hedge fund strategies fluctuates over time - demanding a tactical allocation process.

The final step in this asset allocation process is to conduct solid bottom up investment research (i.e. finding the best companies, the right structures, and the right types of instruments to extract the highest possible return from in a given market environment).

In summary, what is really needed for effective absolute return asset management is a holistic perspective on investing instead of one contained to particular asset classes and return drivers.  The key to absolute return investing is to combine all available asset classes and investment strategies.  Some of the smartest money managers in the world have already executed this successfully (and silently).

The new challenges and opportunities presented by the recent financial crisis require just such an integrated business model and investment approach.  Alternative asset managers with highly focused capabilities will struggle in 2009 and beyond.

- L. Jaeger, January 15, 2009

The opinions expressed in this guest posting are those of the author and not necessarily those of AllAboutAlpha.com.


Survivors to Benefit from “Hedge Fund Industry Life Cycle”

Jan 4th, 2009 | Filed under: CAIA Alternative Viewpoints Columns, Guest Posts, Today's Post

Critics of hedge funds often argue that industry growth has had two negative side-effects: firstly, that less-skilled managers have been attracted to the sector and second, that the number of alpha-generating opportunities has not kept pace with asset inflows.  Assuming these are true, then it could be argued that recent industry shrinkage may lead to new opportunities.  In our monthly guest contribution from a member of the Chartered Alternative Investment Analyst (CAIA) Association, Tommaso Sanzin of Hermes BPK Partners suggests that recent headwinds have ushered in a new phase in the “hedge fund industry life cycle”.  Sanzin is Partner and Head of Quantitative Research and Risk Analysis at Hermes BPK and was previously head of quantitative research at Pioneer Alternative Investment Management in London.  Hermes BPK is a boutique fund of funds majority-owned by British pension manager Hermes.

Alternative Viewpoints: Manager Capacity vs. Market Capacity: The fund of hedge fund conundrum

Special to AllAboutAlpha.com by: Tommaso Sanzin, CAIA, Partner & Head of Quantitative Research and Risk Analysis, Hermes BPK

In December, the National Bureau of Economic Research (NBER) announced that the U.S. economy entered the recession in December 2007, declaring the longest contraction since 1982. At the same time, early November reports estimated that the fund of hedge funds industry returned  negative 19% YTD, making it the worst and the longest drawdown on record, according to Chicago’s Hedge Fund Research (HFR). There is no doubt funds of funds are possibly facing the strongest headwind ever, as prices depreciate, liquidity conditions worsen and a tsunami of redemptions hits managers.

Clear and Present Danger

“Flow risk” can be defined as the risk that a manager experiences significant redemptions mostly due to industry-wide issues or a specific category of investors, rather than due to issues related to the manager itself. Among the current threats, this risk is probably the toughest to navigate. It can be exogenous to the portfolio and usually results in massive deleveraging that  impacts most managers, regardless of their performance or size, since both longs and shorts are indiscriminately squeezed and/or liquidated. This may seem obvious in the current environment but the summer ‘07 quantitative long/short managers debacle highlighted how a deleveraging event can hit hedge funds even if they run “neutral” portfolios and the equity market closes the month up (recall August 2007).

Liquidity or Objectives Mismatch?

The above mentioned flow risk is caused by a general liquidity mismatch between assets and liabilities caused by a deeper mismatch between clients and hedge fund managers objectives. The industry has always been broadly split into high net worth individuals and institutional long-term investors, with fund of hedge funds typically viewed as institutional investors. The issue has been that funds of funds raised money mostly through platforms or structured vehicles whose investors were predominantly private clients. These clients had a shorter term view than the funds of funds themselves and definitively had a much shorter one than the underlying managers (especially with regards to the less liquid strategies). Not only did they have different investment horizons but also different investment objectives. Private clients were looking for “optionality” in returns (equity like returns during bull and bond like returns during bear) while institutions generally aimed for low volatility and contained correlation against other asset classes. All this resulted in a conflict of objectives, which was very difficult to manage by funds of funds, thus creating the foundation for the current liquidity crisis.

Hedge Fund Evolution

Life below the ubiquitous “high water mark” has never been easy. Having said that, hedge fund survivors have always enjoyed periods of renaissance right after each previous crisis. It is likely that the overstretched bull environment attracted less skilled (on average) players in a very crowded (and thin) opportunity set, leading into the current crash which very few have been able to forecast. The good news is that market capacity is improving day by day and a new range of opportunities has arisen from the present dislocation. The winners will prove their skill and are likely to enjoy the panacea of rich trades and very little competition.

Where does the new set of opportunities lie?

Even with outflows threatening to wipe out 1/3 (or more) of the industry (according to various press reports), there are some hedge fund allocators working hard to identify where the next set of opportunities will arise. I remember that once, during a sailing competition, my coach said: “Once you touch the bottom, you can only do better…or start digging”. By the end of that competition, my yacht club was in last place.  As he had predicted, we simply couldn’t do any worse.  Later that year, however, our team clawed our way back to a silver medal at the national championship. Like that sailing team, it is likely that we shall all wake up in a brave new world full of opportunities.

As an example, distressed debt is one particular opportunity that I believe will be the next wave to ride..  Why?…

  • Investment Grade (IG) and High Yield (HY) spreads went through the roof;
  • All but one high yield sector is trading at distressed levels;
  • Leveraged loans and mortgage pools underwent a dramatic transformation as a result of excessive liquidity conditions;
  • Massive dislocations took place in IG and HY capital structures, cash and derivatives market.

If the default rates eventually met spreads in 2009, the supply of new distressed debt should subside somewhat relative to demand, which probably would be good news for distressed investors. Furthermore I expect an unprecedented supply of juicy fallen angels’ paper, which typically yields higher alpha and lower tail risk than any other distressed security.

 

There is little question that a gale force headwind blew the hedge fund sector off-course in 2008.  But as any sailor will tell you, headwind - like any wind - can power a boat forward as long as the sails are trimmed right.

- T. Sanzin, December 2008

(Editor’s addendum: Related news items: John Paulson looking to buy distressed debt: report [Reuters, Dec. 31], Yale’s Swensen Sees ‘Extraordinary’ Opportunity to Snap Up Debt [Bloomberg, Jan. 2] )

The opinions expressed in this guest posting are those of the author and not necessarily those of AllAboutAlpha.com.


Douglas issues bold HF forecast: “Golden Age” of higher returns, new managers & smaller funds on its way

Nov 30th, 2008 | Filed under: CAIA Alternative Viewpoints Columns, Guest Posts, Today's Post

Peter Douglas, CAIA, the founder of Singapore-based hedge fund consultancy and money management firm GFIA, is a well known and often-quoted figure in the alternative investment industry.  Regular readers may recall our conversation with him in his Singapore offices last fall (see post).  But Douglas also has another claim to fame.  As the Asia-based director of the Chartered Alternative Investment Analyst (CAIA) designation, he is a pioneer-cohort charterholder, and was the first CAIA in Singapore.  So we are pleased to bring you Douglas’ latest comments on the hedge fund industry as part of our monthly column featuring the ruminations of a CAIA charterholder, “Alternative Viewpoints”.

Today, Douglas pulls out his crystal ball to look at the future of the hedge fund industry.  He says that a dearth of alpha-seeking capital will usher in a “golden age” for alternative investing.  He also foresees larger hedge funds regulated as investment banks, and most large multi-strategy funds morphing or fading.  He says that as boutiques flourish, diversification across funds will become easier and price differentiation will finally take hold.  In addition, predicts Douglas, leverage will fall out of favour, operational expertise will become even more critical, and regulatory arbitrage will remain alive and well.

Alternative Viewpoints: What Next for the Hedge Fund Industry?

Special to AllAboutAlpha.com by: Peter Douglas, CAIA, Founder, GFIA pte.

 

The future will (not ‘may’) hold many surprises, and some could make a huge difference to our world view.  However, here are our thoughts on how the hedge fund world may pan out over the next 2-3 years.

In summary, the hedge fund world will (i) see higher returns (ii) see strong new manager formation (iii) be dominated by small boutique managers (iv) have relatively few very large funds.

Returns will be higher, possibly much higher, than they were 2006-2008

Of (very roughly, erring on the conservative side) US$2tn of hedge fund assets, and >US$4tn of investment bank trading assets, at the beginning of this year, we will, by the beginning of 2009, have lost perhaps 1/3 of the hedge fund assets and 3/4 of the world’s banks’ prop trading assets.  Assuming (and this is perforce guesswork) that aggregate leverage in the hedge fund ecosystem falls from 3x to 1.5x, and that ditto in the prop desks drops from 20x to 10x, that means that US$86tn of alpha-seeking capital will become US$12tn, an almost 90% implosion.  This is conservative. At a recent conference, we heard Paul Marshall, of Marshall Wace, estimate that half of all hedge fund capital, and 80% of investment bank trading capital, would evaporate.

(Goldman Sachs’ reduced their overall leverage from 24x to 16x, still, to our mind, an extraordinary number. We’re assuming that the majority of the new owners of investment banks will not be as confident of their new-found treasure’s ability to manage risk and will run significantly lower leverage. Professional trading units outside banking, such as Cargill, typically run at around 10x and we feel this is a realistic estimate.)

This accords with our view of the number of stocks in Asia with institutional levels of liquidity.  (From a Singapore base, we naturally see more data points from Asia than the ‘developed’ markets.) In the summer of 2007, this was perhaps 500.  Now, it’s more like 50, across the whole region.  In brief, alpha-seeking capital has shrunk by an order of magnitude.  As liquidity across the financial system continues to ebb, we believe that we may still not be at the low point.

Other discretionary flows into risk assets will also slow, as individuals and trustee-directed investments will lose their enthusiasm for market-related investments, further constricting liquidity.

Without market liquidity, arbitrage opportunities will be wider for longer, and markets will generally offer far more persistent opportunities.  Whether the opportunity is simply a hugely undervalued equity, or a mispricing in a complex derivative relationship, inefficiencies will be larger and more persistent - creating supernormal returns for investors with the skills to find and execute.

With a lack of general appetite for equity market risk, indexed or quasi-indexed returns will be meager, making the relative attraction of alpha returns much stronger.

We will, at some point in the next 6-12 months, enter a golden age much like that of the 1990’s, for hedge fund returns - indeed, returns from all but simple benchmark investing will be high.  We prophecy that the broad hedge fund return indices will annualize at 20% from 2009-2011.

The >US$5bn funds will be the new investment banks, and no longer relevant as hedge funds

We’ve pointed this out before, but hedge funds have been far better risk managers than any other investor group.  In 2007, aggregate hedge fund profits to investors were roughly equal to bank write-offs.  So far in 2008, although hedge funds have had a disastrous year, it’s been only half as disastrous as that for mutual funds, and exponentially less disastrous than for the owners of the banks (the other main risk-takers in financial markets).  Clearly this is where risk capital should and will be concentrated.  We can only suppose why this should be… but our supposition is that risk is best managed in discrete pools, by experienced professionals, remaining close to their specific experience, and with their own wealth at stake.  That mandates a boutique approach.

Secondly, the businesses-formerly-known-as-investment-banks will be very tightly constrained, not just by penal regulations, but also by their new owners, the commercial banks or sovereign entities.  While hedge fund regulation is clearly going to tighten, the hedge funds may be better placed to work round whatever’s put in their way.  The regulatory arbitrage between implementing a strategy within an investment bank, and within a hedge fund, will be strongly in the hedge funds’ favour.  The U.K. F.S.A. chief executive recently said:

“Hedge fund managers in general are weathering the market turmoil pretty well in the circumstances, certainly versus other components of the financial services industry.”

However, while a few months’ ago, we would have argued that hedge funds will be regulated fairly lightly compared with investment banks, we’re having doubts.  The industry’s larger players are increasingly being found guilty by their investors of having abandoned their fiduciary responsibilities, in favour of entrepreneurial zeal.  While 18% of hedge fund capital has been subject to gates or other restrictions on redemptions, this is concentrated within about 5% of funds by number.  In other words, it’s the big boys who are alienating investors.  The building crescendo of complaint from investors will I’m sure reach regulatory ears.

We think there’s an argument for regulating very large funds pari passu with investment banks, while leaving the boutiques largely unregulated.  We have a comparable situation in Singapore, where large institutional managers are generally subject to full investment management regulation, comparable with that mandated by the SEC or FSA, while smaller specialists can opt to be exempted.  This has worked remarkably well in balancing the growth of a dynamic indigenous industry, with the needs of very large allocators and their preferred managers.

Thirdly, running large amounts of money will be very difficult in a world of shrunken and much less liquid securities markets.  Much of the trend to multistrategy funds has been an attempt to create the scale that institutional investors would like to see (our humble opinion has been that ‘multistrategy’ has always been far less an investment strategy than a business model - and it’s always been the most difficult strategy to recommend to clients).  Alpha is never scaleable at the best of times and we believe the optimum size for almost all strategies has decreased very substantially of late.

We believe that the current very-large hedge funds will see the most dramatic changes.  Some will fragment into their constituent parts, some will become investment banks and be regulated as such, and some will disappear having committed suicide by gating their investors.

One effect of this is likely to be that a few remaining mega-funds will typically compete for similar returns, finding their scale a handicap.  They will also be among the few able to run heavily leveraged strategies, meaning that this universe is where the system-shaking implosions will happen next…  but not yet!

Strong growth in new boutiques and strategies

There is, and will be, attrition of hedge funds.  While there will be consolidation of funds of funds, which have an asset aggregating business model and therefore clear scale advantages, hedge funds won’t generally consolidate. Diseconomies of scale, and the extreme individuality of hedge fund professionals mean that hedge funds evaporate, not merge. Furthermore, the prospect of a year or two scrabbling back to high watermarks and therefore performance bonuses, will loosen the ties of many investment people to their current firms.  In addition, the overall contraction of the financial services industry will result in a widespread freeing of talent.

There will be increasing numbers of Ronin on the streets - skilled warriors answering to no master - easing dramatically the key constraint to growth of the industry, namely finding experienced people.  While some will attach themselves to the relative security of large funds, many will try their hands at starting their own shops, however tough fund-raising may be for a while.  We started GFIA in the depth of the Asian crisis, and can attest first hand that it’s far easier to start a business in a recession, with little competition for resources as diverse as research talent and airplane tickets, than in a booming economy.

We will a return to the early noughties, with plenty of highly skilled professionals starting firms with few staff and few assets, producing very attractive returns for a few years before gradually attracting assets from initially-shy investors.  This is exactly the experience post the Asian crisis, which left a lot of excellent but dislocated talent looking for a home for their skills.  The period 1998-2002 was the genesis of the boom in Asian hedge funds, which really happened from 2003-2006 before leveling off.  We will see a rerun of this movie starting in 2009, but this time it’ll be global not regional.

The way the investment world will change, with the current huge dislocations opening new arbitrages, and new ways to access the opportunities available, will facilitate plenty of good new pitchbooks.  The revised realities of working in a world with few mega-buck opportunities in investment (or any other sort of…) banking, with a backdrop of a vicious developed-economy recession, will make it relatively attractive for very good people to manage a few 10s of US$m in a strategy.

Conversations with law firms and prime brokers confirm this is in motion.  While prime brokers see a lot of wannabes alongside the likely starters, the law firms (who cost money!) only usually work on high-likelihood propositions.  And they’re seeing a strong pipeline of new funds for 1Q and 2Q 09.  While as an allocator, we’ll find it hard to allocate to any PM that didn’t have p&l responsibility through 2008, we’re sure we’ll be kept busy reviewing the propositions.

Inevitably, of course, a few of the new mini-boutiques will achieve scale, and the cycle will turn again…  But we feel that the next few years will be remarkable for the crop of new, small, skill-driven boutiques that appear.  It will be very exciting for investors.

Leverage will be used in fewer strategies

Only the very large funds will be able to convince their bankers to make significant leverage available.  But in any case, referring back to our earlier comments, you won’t need leverage to find good alpha returns.

This is likely to provide a conundrum, however.  In a generally unleveraged world, markets are likely to be substantially less leveraged than of late.  Large firms may well have access to leverage, but in relatively illiquid and volatile markets, will they be able to deploy that leverage well?  We expect that some will, and some won’t, and that the inherent riskiness of larger funds will, if anything, increase.

Systemic risk may reappear, but concentrated in the mega-funds, while mitigated in the smaller funds.  This is a further reason why the very large hedge funds will increasingly be regulated like investment banks - it’s because that’s where the risk will be concentrated.  Smaller boutique houses will be fragmented and largely unleveraged, and will operate with considerably more freedom.  It’ll be easy to argue that large funds should be regulated like investment banks.

Diversification will become easier

Their will be clearly be a period of good beta returns from dramatic market swings, as investors grapple with the likely direction of the new world order.  While simple ETF-like exposure is likely to be a rollercoaster, good directional equity managers with stock-picking skills will make good returns.

(From 1929 to 1934 there were 5 dramatic bear market rallies, 2 of which were >100%, before the Dow finally bottomed, with a peak-to-trough fall of almost 90%.)

Buy, hold, work-out and sell distressed strategies will make money.  So will arbitrage specialists whether they be event driven, market neutral, or any other convergence strategy.

But in the absence of blanket leverage floating all boats, it’ll become much easier to identify the specific characteristics of various sources of return, and it’ll become significantly easier to achieve effective diversification again, reviving the fortunes of the fund of funds industry again (albeit, see below, likely within a fragmenting range of business models).

Differentiation of fees

Investors will be in control, given the new scarcity of investment capital.  2 & 20 may be the sticker price, tho’ some new funds may go for a more conciliatory 1 & 20, but the effective pricing of investment strategies is likely to disperse dramatically, through the use of separate accounts, co-investment rights, and advisory contracts, as well as through simple fee rebates.

Differentiation of liquidity terms

Recent experience has shown that there cannot be one-size-fits-all liquidity terms.  Long term institutional investors want limited liquidity to protect themselves from other investors.

Intermediating investors (such as FoFs) legitimately need frequent liquidity to be able to adjust their exposures.  The two don’t mix.

Within the proviso that of course fund liquidity must match underlying asset liquidity, hedge funds will increasingly polarize between the two investor groups, defined by their liquidity needs.

The classic upward mobility of successful hedge funds, graduating investor profiles from agency to principal investors, may be constrained, as funds are defined either as “intermediary” or “proprietary/fiduciary” in nature.

Operational infrastructure will be more fragmented and expensive, and therefore operational expertise will be critical

Hedge funds will continue to appoint multiple prime brokers as a need-to-have rather than a nice-to-have; they will diversify their counterparties as much as possible; manage their cash more proactively; and quite possibly disaggregate many of the current package of prime broking services.  Investors will require this even if hedge funds don’t see it.  The de minimis internal infrastructure within hedge funds, needed to manage this increase in professional relationships, will increase, even for very small firms.

As the current prime broking model morphs, prime brokers will charge in more visible ways for their services; service providers generally will act for a larger number of smaller players with a corresponding impact on their cost base…  frictional costs will rise.

Good hedge fund ops managers will, even in the near-term shrinking environment, be bid-only.

Strong geographical movement to less politicized jurisdictions

The current financial crisis has galvanized policymakers to think and act globally, and regulatory agencies will be under pressure to homogenize regulations.  However, there will remain underlying philosophical differences, as well as different models of political and regulatory interaction.  In particular, we envisage that the main continuum of regulatory policy will be along the axis “politicized - non-politicized”.

Jurisdictions where regulatory policy is relatively free of political interference, and hence regulatory environments driven by pragmatism and effectiveness rather than dogma and populism, will see measurable increases in business.

Regulatory arbitrage will continue to exist, but be driven as much by perceived regulatory policy as by current compliance cost.  There’ll be further arbitrage between those managers serving investors with little need to deal with regulated entities (who will inevitably find ways to structure themselves to avoid burdensome regulation), and those managers serving investors that do need regulated counterparties, who are likely to maintain a far more costly compliance overhead.

- P. Douglas, November 2008

The opinions expressed in this guest posting are those of the author and not necessarily those of AllAboutAlpha.com.


Comment: The Problem of “Missing Factors” in Hedge Fund Replication

Nov 9th, 2008 | Filed under: Alternative Beta & Hedge Fund Replication, Guest Posts, Today's Post

The Fall issue of the Journal of Alternative Investments contains a great 75 page section on hedge fund replication.  Articles cover the latest developments in the two major techniques used to approximate hedge fund returns (factor and distributional replication), performance characteristics of actual hedge fund replication programs, and practical hurdles to implementing these programs.

These articles have begun to attract interest from the hedge fund and broader financial communities.  One paper by Jean-Francois Bacmann, Ryan Held, Pierre Jeanneret and Stefan Scholz called “The impact of missing factors on replication quality” has caught the eye of AllAboutAlpha.com contributor Pierre Laroche, head of R&D and Innocap, a joint venture between Canada’s National Bank and BNP Paribas (related post).  Below, Laroche examines the delicate balance between adding too many factors and too few factors in a factor-replication model.

Special to AllAboutAlpha.com by: Pierre Laroche, Managing Director, R&D, Innocap Investment Management.

The issue of “missing factors” was raised soon after several major financial institutions launched their HF index replicators last year.  The use of traditional regressions by these products raised some questions about the number of factors required to fully capture the nuances of HF returns.  Specifically, the more factors one adds, the more likely those factors are to be collinear (correlated), thus lowering the regressors’ efficiency. This property of regression-based HF replicators (along with other properties such as their inability to track abrupt changes in weights) pushed financial institutions to look for more appropriate tracking models.  One such model is the “Kalman Filter” (KF).

KFs can contribute greatly to hedge fund replication models for at least two reasons:

  • Their tracking algorithm explicitly takes into account that exposure to return-generating factors are dynamic (they vary through time).
  • The quality of the estimated weights is impacted much less by the presence of highly correlated factors.

In other words, KFs are influenced less by using a small number of highly correlated factors.  Unfortunately, however, they do not settle the central question of the ideal number of factors to use when trying to “replicate” HF returns. More…


Comment: Whither the US Dollar?

Nov 6th, 2008 | Filed under: Guest Posts

GUEST CONTRIBUTION BY RONALD SOLBERG, MANAGING DIRECTOR, ARMORED WOLF LLC - The US dollar as measured against six major world currencies has appreciated approximately 19% during the last three months through end-October. In particular, the US Dollar index stands at 85, up from a recent low of 71.3. This trend reversal takes the US dollar’s valuation back to levels not seen since October, 2006 and represents nearly a 38.2% retracement from its index peak of 120 in January, 2002; by any measure a significant move and one largely unexpected by the financial markets both in terms of its timing, speed and magnitude.

What has caused this abrupt appreciation of the US dollar during the past quarter and what can we expect over the next 12-24 months? There are both fundamental and technical reasons that have been US dollar supportive in the past several months.

Fundamental Factors

First, the seven-year decline in the US dollar’s value through July 2008 improved US competitiveness and, once the J-curve effect dissipated, has led to an acceleration of export revenue.  Slower GDP growth is also allowing imports to decline. These two effects have begun to stabilize the US trade deficit in nominal terms and allowed net exports in real terms to contribute 1.1% to Q3 2008 GDP growth.  The shrinking trade deficit has also contributed to the narrowing of the current account deficit. By pumping fewer US dollars to our foreign suppliers, this narrowing is shrinking global liquidity and creating further support for the dollar.

A second fundamental reason for US dollar strength has been an improvement in US terms-of-trade: the ratio of export prices over import prices. Since the United States is a net energy importer and this cost represents a significant portion of total import expenditures, the recent decline in crude oil prices has been a boon to our terms-of-trade. The improvement in US terms-of-trade has also supported the US dollar.

Thirdly, it is suggested from viewing the highly unusual negative break-even yields for inflation-linked bonds (TIPs) that investors believe the US will suffer deflation, not inflation, for the foreseeable future. This expectation for a declining price level, as a corollary, also creates the expectation for US dollar appreciation. This is because, once the currency depreciates in real terms, there is a tendency for the currency to appreciate in nominal terms to compensate for the price-driven depreciation, especially given that the notional rise will not undermine international competiveness.

Technical Factors

Perhaps the most important driver of the US dollar’s recent appreciation is not a fundamental but a technical factor. The meltdown of prices in the commodity complex, particularly energy, has generated a very strong impulse for US dollar strength. Whilst many commodity end-users were outright cash buyers, other buyers that were investing or speculating in commodities as a newfound asset class over the past five years would typically fund their position with US dollar-denominated credit, in effect, creating a US dollar short position. Now that these commodity carry trades are being unwound, it exacerbates commodity weakness and contributes to US dollar strength.  In addition, US investments in foreign markets, particularly equities, were primarily un-hedged and large amounts of those monies are now being repatriated which holds similar bullish US dollar effects.

Dollar Strength Sustainability

How sustainable are these four fundamental and technical factors in underpinning US dollar strength?

The trade and current account deficits should continue to narrow for several more months or perhaps quarters. As the US economy falls deeper into recession, imports should begin to decline more precipitously due to declining volume. This collapse along with rising export receipts will narrow the trade deficit and continue to lend support to the US dollar.

Despite the US dollar supportive narrowing of the trade and current account deficit, the pace of improvement may begin to slow for several reasons. First, once the prices of energy and other commodities stabilize, trends in import prices will no longer help lower overall import expenditures. Furthermore, stabilized import prices will also stop contributing to improved terms-of-trade. Second, it seems that a synchronized global recession is on the horizon. If so, then exports will once again decelerate despite US dollar competitiveness. As the growth of economies representing our important export markets slows or even falls into recession, weaker export growth will result. The combined effect of these counter-veiling trends is that the incipient narrowing of the US trade deficit may be short lived.

Perhaps the key factor will be the length of the time it takes for global de-leveraging to run its course. No one knows precisely how long it will take for investors and speculators to unwind US dollar-denominated commodity and other carry trades. It could be one month or half a year. However, once complete, the strongest driver for recent US dollar strength - de-leveraging — will dissipate. At that juncture, FX traders and investors will once again re-focus their attention on the supply of US dollars being pumped into the US economy and on the global system and investors’ willingness to hold additional Greenbacks in their portfolio.

The weight of US dollar supply

It is beyond the scope of this article to itemize the growing cumulative costs of the various aspects of the bailout.  Suffice to say that the supply of US dollars is dramatically growing and measured in the trillions. To best measure this aggregate growth, lets look at the growth of the Fed’s balance sheet and the monetary base.

After remaining relatively stable for more than a year through August 2008 at around $825 billion, the monetary base has exponentially exploded. BCA[1] has recently highlighted that in the past eight weeks, the monetary base has grown 38% to $1.142 trillion, and shows no signs of slowing down. Yet these reserves injected onto the balance sheets of the banks have not been disseminated into the broader economy. This is apparent by the ratio of M2 to base money, which over the same time period since end August, has plummeted from 9.1 to 7.8 (see Charts 1 & 2). This is not surprising since most of the capital injected into banks has been used to repair and shrink the balance sheet (i.e., write-off bad assets) rather than expand it.  So fractional banking’s normal stimulatory impact through the money multiplier has by-in-large not been activated.

Source: US Federal Reserve Oct 30, 2008, BCA Research

In addition to the Fed pumping money into the banking sector, the US Treasury will have gargantuan funding needs. According to Goldman Sachs[2] estimates, the US Treasury faces an unprecedented financing need in fiscal year 2009. Excluding funding requirements under the Supplemental Financing Program (SFP), they estimate 2009 FY issuance at $2 trillion compared to last year’s $1.12 trillion, which itself was already outsized.  This prospective amount is driven by an estimated budget deficit reaching $850 billion, funding TARP purchases of up to $500 billion and the rollover of maturing debt equal to $561 billion.  On top of these needs, it would not be unreasonable to expect additional SFP funding requirements of $500 billion, the amount already issued to date in FY 2008 used to recapitalize the Fed’s balance sheet.

The magnitude of such funding requirements will test the operational efficacy of the Treasury, requiring increased auction size, frequency and expanding maturity buckets on debt issuance, and will likely extend through FY 2009 and into FY 2010, prior to these pressures abating. Perhaps even more ominously, issue size will severely test market demand for such an avalanche of debt. If there is significant resistance by investors to accommodating these needs, failed auctions would require the Fed to hold new US Treasury issuance (i.e., monetization) which of course would be inflationary and foment US dollar weakness.

Lastly, our expectation is that the current account deficit, while narrowing, will not disappear.  Indeed, it will ultimately expand again once the trade deficit reverses course, which will once again increase the supply of US dollars to the rest of the world. Whilst emerging market economies have revealed their lack of immunity to the US and European slowdown, they may be the first to recover for several reasons, partly because their banks have avoided most of the toxic assets currently plaguing US and European banks. Their elevated population growth rates and migration of self-sufficient farmers into the industrialized cities looking for jobs is a secular trend that will only be deterred by the financial crisis for a short time. Within 18 months, these economies will be growing strongly and once again driving energy and commodity prices higher. This, in turn, will once again widen the US current account deficit and increase America’s reliance upon foreign savings.

Inflationary Seeds being Sown

This dramatic growth in the monetary base has not yet been inflationary since the velocity of money may have recently fallen due to the rise of deflationary expectations. Some will argue that liquidity being injected into the bank system will be drained subsequently by the Fed via open market operations. In principle, this could abate the ultimate inflationary impact of the bailout operations. However, currently this liquidity cannot be removed without collapsing the banks and worsening the recession. Since bringing bank balance sheets back to health is probably a multi-year process, this argument does not seem to stand.

We currently stand on Occam’s razor, staring into a deflationary abyss on one side and incipient inflation on the other. The Fed and US Treasury have shown their policy hand, revealing a strong preference to avert deflation. No doubt this reflects a broad political consensus that prospects of inflation are to be preferred to deflation, if those are the two choices. Claims that these massive debt levels can be financed and ultimately retired by future economic growth, taxation and lower government spending ring hollow.

Whilst the velocity of money has been quite stable in the past several years and perhaps even fallen most recently, this will not always be the case. As spring surely follows winter, it can be relied upon that velocity will accelerate in the future. Once it does, it will combine with this huge increase in the monetary base to boost liquidity and elevate price inflation.

There also remains an open question whether foreign investors will continue to be willing to accumulate additional US dollar assets. A strong argument could be made that foreign investors are already sated with US dollar debt. Foreign holdings of US Treasury and Agency debt stands around $4.1 trillion, representing approximately 36% of publicly held issuance. The concept of Bretton Woods II — wherein foreign investors were the lender of last resort extending vendor financing for their exports sold to the US (consumer) — was predicated on the stability of sustained household consumption. With the US household suffering from declining home prices, falling real wages, job loss and collapsing confidence, the American consumer will take years to recover their former spendthrift ways. With this missing critical link in the global relationship, it is suspect whether foreign governments will be willing to significantly increase their holdings of US dollar debt, if there is not the quid pro quo of increased export receipts from further US consumer spending.

Any meaningful pushback from foreign investors on buying additional US Treasury debt or US dollar denominated assets will imply either a steeper yield curve or monetization of new Treasury debt issuance. Neither outcome is desirable. A steeper yield curve implies declining Treasury bond prices and, by raising interest rates, also creates a headwind for US equities. In this scenario, it is hard to imagine a strong US dollar in the face of weakness in both US stocks and bonds.

In the second scenario, if investor demand is inadequate to absorb new issuance, then the Federal Reserve will have to hold a portion of new debt issuance by the US Treasury on their balance sheet. This is sheer monetization of the debt and highly inflationary since it is equivalent to simply printing money. Such a scenario would quickly lead to higher inflation and a weaker US dollar.

Conclusions

The tsunami of oncoming US Treasury debt issuance holds the real potential to crowd-out private sector issuance both here and abroad, steepen the US Treasury yield curve, put downward pressure on the real economy, undermine the US’ AAA rating, weaken the US dollar, and if the Treasury is required to resort to monetizing new debt issuance by “selling” it to the Fed due to pushback from foreign investors, it could even threaten the Bretton Woods’ US dollar reserve status and the Greenback’s role of denomination currency for commodities: a very high price to pay for a decade-long party on Wall Street.

So it seems that, despite the violent rally in the US dollar over the past three months, it may not be long lived. Much will depend on the capacity of foreign investors to offer safe harbour for new Treasury issuance and/or the likelihood of a policy mix set in Washington, DC that runs tight money and a fiscal surplus. When was the last time that occurred?

- R. Solberg, October, 2008

The opinions expressed in this guest posting are those of the author and not necessarily those of AllAboutAlpha.com


[1] BCA Daily Insights, “The Fed: Moving Closer to Monetization” October 29, 2008

[2] GS US Daily Financial Market Comment, “The Treasury’s Financing Need: Pressing All the Buttons”, October 29, 2008


Catastrophe Bonds: When the “100 year flood” really is a 100 year flood…

Nov 2nd, 2008 | Filed under: CAIA Alternative Viewpoints Columns, Guest Posts, Today's Post

 As Andrew Lo said at a major hedge fund conference in Boston last week, humans have a bad habit of confusing “very low probability” with “no probability”.  While this heuristic might help us from becoming a bunch of paranoid freaks, it can clearly be dangerous if the “low probability” event is catastrophic.  Enter catastrophe bonds.  In this month’s “Alternative Viewpoints” column, CAIA Association member Robert Koller-Vernot discusses the growth of the catastrophe bond (”cat-bond”) industry.  Koller-Vernot is a financial services and securities lawyer in Frankfurt with several years of experience in the fund management industry throughout Europe.  He also writes an interesting blog.

We think you’ll find his industry survey below (and in an expanded form available here) to be a concise and informative description of this interesting, if not a little macabre, quarter of the financial sector.  Read on to find out why Disney was a pioneer in cat bond issuance.  (For loads of references and external sources, refer to the full article.)

Special to AllAboutAlpha.com by: Robert Koller-Vernot, CAIA

Cat-Bonds are financial markets instruments that include an extra feature - an insurance element.  The main idea behind a cat-bond, as initially conceived, is to transfer risk of a natural catastrophe.

The issuer of a cat-bond issues securities that pay regular interest and return their principal at the end of their lifetime.  The normal maturity of a cat-bond is around three years.  However, the principal re-payments are conditional on certain pre-defined “triggers” (see below).  For example, in an earthquake-linked cat-bond, the trigger might be defined as a specific level of seismic activity.  If that activity occurs, then, generally, the principal will not be paid back or will be reduced at the end of the lifetime of the bond.

The flexible structure of cat-bonds allows the linking of the event (or even several events) to the repayment of the principal, the interest payments or both.  It is also possible to include staggered events as triggers. For example, if the earthquake magnitude reaches X but not Y on the Richter scale, then only 75% of the principal will be paid back, if it exceeds Y but not Z, the 50% will be paid back.

Market Size

The number of natural catastrophes and its consequences vary wildly from year to year. In 2005, 397 catastrophes caused more than 97,000 casualties and total losses exceeded USD 230bn.   Last year, the insured losses were lower, reaching USD 28bn and more than 20,000 causalities.  Insured losses tend to be higher in developed countries than elsewhere; North America absorbed in 2005 87.1% of all losses and Europe accounted in 2007 for more than 45% of the losses.

These figures show the huge potential for Cat-Bonds.  Last year (2007) was a record year, with cat-bonds reaching an issuing volume of USD 7bn in 27 transactions that were publicly disclosed.  Since 1997, more than 100 cat-bonds have been issued, accounting for a risk capital outstanding by mid 2008 of over USD 14bn.

The main players in the market up to now have been sovereigns, insurers, re-insurers and some corporate entities.

Examples

Currently most cat-bonds are linked to US hurricanes and earthquakes, Japanese typhoons and earthquakes, and European windstorms.   However, in recent years there has also been additional coverage issued to cover areas such as the Mediterranean, Central America and Mexico from earthquake and some UK areas from floods.  Additionally, cat-bonds, or more generally speaking insurance-linked securities, that transfer liability, credit, motor and reinsurance recoverable risks have been issued.

However, cat-bonds may also be issued to cover other catastrophes such as drought, hail, tsunamis, bush fires etc., as well as man-made-disasters, such as nuclear fallout, aviation, space, shipping, rail and mining accidents, electricity blackouts, and even terrorism and social unrest.  But such man-made disasters have so far not been widely covered by cat-bond issuers. Another area of growing interest are longevity and mortality bonds, a development out of traditional cat bonds.

Some examples have included:

  • Disneyland Tokyo issued the first ever corporate cat-bond in 1999. What would have triggered the Bond was not damage to the Disneyland property itself, but an earthquake that measured 6.5 or more on the Japanese Meteorological Agency Scale. It was aimed primarily at protecting against income expected to be lost as a result of fewer tourists visiting Japan in the aftermath of such an earthquake
  • In 2007, Allianz Global Corporate & Specialty issued a USD 150m cat-bond to insure earthquakes in the USA and Canada (excluding California) and floods in the UK. The bond offers a spread of LIBOR + 3.15% and was rated BB+ by Standard & Poor’s.
  • The United Services Automobile Association for military personnel (USAA) has already issued 11 cat-bonds. The last one on hurricanes in 2007 amounted to USD 600m. The long track record and good reputation of USAA has led to substantially reduced risk spread premiums for its bonds.

Triggers

With so much capital at stake, the exact moment when a loss will be covered by a cat-bond is determined by pre-established “triggers”. There are a variety of different trigger classes:

  • Indemnity trigger: based on the actual loss
  • Industry index trigger: based on a percentage of the estimated industry damages
  • Parametric trigger: based on physical parameters such as wind speed or earthquake magnitude, sometimes based on an “index” of parameters where parameters from heavily populated areas could for example receive a greater weighting
  • Modelled loss trigger: based on expected losses calculated by a specialized modelling firm
  • Hybrid trigger: based on two of more of the above

Mechanics of a typical cat bond structure

The sponsor (i.e. the company seeking insurance against the catastrophe) sets up a Special Purpose Vehicle (SPV) as issuer of the cat-bond.  The SPV then issues bonds to the capital markets and puts the proceeds in a collateral account administered by an independent trustee.  The sponsor then enters into an insurance or derivatives contract with the SPV, and pays a premium.

If the insurance event is not triggered during the lifetime of the bond, at maturity the trustee will sell all the assets held in the collateral account and pay back the principal to the investors. If the loss event occurs, the collateral will be sold in the specified amount and be paid-out to the sponsor.

The main driver of cat-bond prices is the loss probability, which normally is modelled by one of the independent modelling companies and not, as in the capital markets, supply and demand.  The pricing of cat-bonds shows some similarities to a defaultable bond, but Cat-Bonds offer higher returns due to the unfixed, binary nature of the catastrophe risk

Portfolio Construction with Cat-Bonds

Cat-bonds can be a valuable source of diversification to portfolios since they tend to be less volatile than corporate bonds with the same rating, and because they are mostly uncorrelated with financial markets as could be seen during the current market-turmoil.  However, it is not clear if the correlation between the stock and the fixed income market with cat-bonds is a zero-beta event, since natural catastrophes of a large magnitude tend also to impact on traditional financial markets.  Additionally, whilst corporate bonds have an almost normal probability distribution, cat-bonds show very high tail risks.

The Future: Cat-Bonds and Public Private Partnerships (PPP)

Cat-bonds could also be used by governments to insure and finance infrastructure (roads, airports, hospitals etc.).  Public entities, consciously or not, decide to retain risk by not insuring infrastructure.  Diverting government funds after a catastrophe may be costly or complicated and is predominantly to the detriment of existing projects. On the other hand, raising debt after a disaster has occurred may be difficult or much more expensive and raising taxes after a catastrophe might lead to a further weakening of an already stricken economy.  “PPP-Cat-Bonds” could make it easier for governments to cope with disaster and help to finance new projects efficiently without necessarily adding to budget constraints.