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In portfolio management, sometimes the sum of the parts is greater than the whole

November 11th, 2009 | Filed under: Portable Alpha & Alpha/Beta Separation, Today's Post

partsEarlier in the week, we told you about a great 100 page “mini-book” on alpha/beta separation.  The authors (Analytic Investors’ Roger Clarke & Harindra de Silva and Brigham Young University’s Steven Thorley) provide a clear and cogent argument for why you’d want to separate and re-proportion the active and passive components embedded in any actively-managed investment mandate.

While the generic case outlined in the document involves a traditional long-only active fund, the authors also explore the potential role of hedge funds in alpha/beta separation.  They point out that despite the popular assumption that hedge fund returns are nearly all alpha, this is “only partially true” in aggregate.

Hedge Funds not all about alpha – Just mostly about alpha

The following table shows the average proportion of risk derived from alpha and beta across  arbitrarily-selected hedge fund strategies.

ab_FoF

As you can see from the 5th line in the table, beta (vs. 3 equity and 2 fixed income factors) was responsible for only about 25% of returns, but 60% of risk.

That’s certainly a lot of “beta at alpha prices.”  But it’s not so bad compared to mutual funds:

ab_Mut

The proportion of returns across four large and well known mutual funds (names in the paper at the bottom of page 28) averages around 85% (94% of risk).

Purists may take issue with the plain vanilla factors used by the authors to isolate alpha (i.e. nothing non-linear), but the conclusion is clear: the average hedge fund contains a higher proportion of alpha than the average mutual fund.  This reduced the amount of beta-reducing short exposure (ETFs futures, swaps etc.) required to isolate alpha.

Of course, these betas are based on a time series analysis of return streams.  But what if the fund’s exposures vary over time?  One solution is to use the current betas of the funds’ holdings to calculate a weighted average beta for the fund.  But whatever method method is used, the authors point out that unlike a lot of beta-estimating, this kind must be prescriptive (i.e. ex ante), not descriptive (ie. ex poste).

A more “economically justified way to compare fees”

Against this backdrop of the higher alpha-proportion of hedge funds, Clarke, de Silva and Thorley question the tendency for investors to compare hedge fund apples with mutual fund oranges:

“…seemingly small fees associated with traditionally managed funds can be quite high per unit of alpha…A more economically justified way to compare fees is to calculate the ratio of the dollar fee paid to the dollar amount of realized alpha, a framework more or less consistent with the current “performance fee” structure of the hedge fund industry.”

While performance fees would be a step in the right direction, they also point out two flies in the ointment:  hedge fund performance fees are asymmetrical, and they often use a hurdle that does not adequately capture exotic beta exposures.

“Alpha and Beta Reunion”

While it can work for liquid strategies such as hedge funds, calculating a reliable and actionable beta for many alternative investments is next to impossible.  You can’t strip out private equity beta, for example, since there is no reliable and liquid private equity index (you can, however, now short infrastructure beta through this recently announced product).

Sometimes, physically separating alpha and beta in order to recombine them in different proportions is possible, but inefficient since beta and alpha components would contain off-setting positions.  One solution to this, of course, is a short-extension (130/30) strategy.  In essence, a 1×0/x0 strategy aims to achieve the same thing as any alpha/beta separation strategy: re-proportioning the amounts of alpha and beta risk in an active fund.

The table from the report below shows that the proportion of alpha and beta risk changes with the gross and net exposures:

ab_se

“Alpha/Beta Separation Likely to Accelerate”

In conclusion Clarke, de Silva and Thorley write that alpha/beta separation (in all of its forms) is a secular trend for several reasons:

“The practice of alpha–beta separation is likely to accelerate important institutional trends already in motion. These trends include, but are not limited to, the polarization between low-cost beta and high-fee alpha-only product providers, changes in the balance of active versus passive management in the more liquid capital markets, the inclusion of alternative asset classes in institutional portfolios, and the use of risk budgeting in portfolio construction.”

Traditional funds produce both alpha and beta.  By knowing how much of each is being delivered, investors can affect a more optimal outcome.  As the trio points out “…alpha–beta separation reminds the investor that in the complex world of active fund management, the sum of the parts is often greater than the whole.”



Why bother separating alpha and beta? Here’s why.

November 8th, 2009 | Filed under: CAPM / Alpha Theory, Today's Post

goingseparateways2The cast and crew of AllAboutAlpha.com were in Los Angeles this week meeting with some of our favorite alpha centric asset managers and investment management consultants.  One of those companies was quant manager Analytic Investors.  Regular readers will remember the names Roger Clarke, Harindra de Silva, Steven Thorley and Steve Sapra for their work on extending the “law of active management” and penning a seminal work on short extension (a.k.a. 130/30) strategies.

Clarke, de Silva and Thorley were at it again this year with the release of a very interesting “monograph” (translation: “100 page mini-book”) on alpha/beta separation.  This paper is required reading for anyone with an opinion (either positive or negative) on the somewhat controversial strategy.  With so-called “alpha” allocations producing decidedly beta-like returns the past couple of years, many have discounted the value of delineating alpha from beta in the first place.

As the trio writes:

“The separation of alpha and beta sources of return in institutional portfolios has arrived and is having a profound influence on the way investors view risk and return. Some observers believe that the impact of alpha–beta separation will be as transformative as modern portfolio theory was in the 1960s, while others consider it merely a passing fad. As usual, the truth is probably somewhere in the middle, but the need for a better understanding of alpha–beta principles and terminology among investment professionals is clear.”

Clarke, de Silva and Thorley present a methodical and cogent argument for why alpha and beta should be separated in the first place.  Much of the material on this topic is either too high level (marketing bumpf) or too technical (a lesson on how to execute a swap for beta exposure).  This monograph is a “Goldilocks” description of alpha/beta separation in our opinion.  Those of you who read “Portable Alpha: Theory and Practice” edited by PIMCO’s Sabrina Callin (who was also on our itinerary this week in LA), will find this to be a useful complement to that book.

One of the questions posed to proponents of alpha/beta separation is “Why?”  Why would you even want to separate the alpha and beta that is embedded in every active fund or investment mandate?  This monograph answers this question in a concise, yet sufficiently-detailed manner.

The problem with active management, say the trio is that the ratio of active and passive risk arises organically out of the myriad of separate investment decisions made by the manager.  The resulting ratio may not yield the highest possible Sharpe ratio, however.  In other words, it may be sub-optimal.

For example, assume you owned an actively managed fund with a 0.62 Sharpe ratio.  If you decide to allocate, say, 10% (or even 50%) to cash, you’d have a fund with a lower volatility, a lower return and, of course, the same Sharpe ratio.

But that (unlevered) 50% portfolio – like any actively managed portfolio – is made up of active and passive risk.  It’s essentially made up of a market beta portfolio and a “pure alpha” portfolio.  If you create an efficient-frontier-like line tying together all possible combinations of these two separate funds, you can see that the unlevered fund you began with is really just one arbitrary point on this line.

Unfortunately, it’s not necessarily the point with the highest Sharpe ratio.  Recall that our fund has a Sharpe of 0.62.  But by reallocating between the embedded “alpha fund” and the embedded “beta fund”, you can increase the Sharpe ratio to 0.73 (see chart below from the monograph).

ab1

So what?  Well, if you wanted to allocate 90% to the active fund, you could have a 0.62 Shape (“90/10 Mix” above) or a 0.73 Sharpe by allocating 90% to active fund and shorting the market.  The table below corresponds to the chart above:

ab2

Like the apparent free lunch served up in an article we covered recently by the rocket scientists at First Quadrant (another stop on our tour of LA this week), Clarke, de Silva and Thorley seem to have pulled a rabbit out of a hat here.  But as they point out, this is simply a logical explanation for the “active risk puzzle” identified by Goldman’s Robert Litterman earlier this decade.  The problem is essentially that active/passive combinations found in active mandates (whether they are of the mutual or hedge variety) leave part of lunch sitting on the table.

There’s plenty more in this paper worth highlighting.  We’ll get to some of it in an upcoming post.



Harindra de Silva

President, Analytic Investors.  Author of several articles and studies on finance-related topics including stock market anomalies, market volatility and asset valuation.

Interview (Pensions & Investments)
Analytic Investors
Research (SSRN)
Relevant Postings (AllAboutAlpha.com)

 



130/30 rationale, value, and “myths” covered in newly released slideware

June 8th, 2008 | Filed under: 130/30, Today's Post

Earlier this month, Pensions & Investments held a tri-city 130/30 dog-and-pony show in San Francisco, Chicago and New York.  And this week, they released several presentations given at the event.  So if you happened to have missed the show when it came through town, you might be interested in seeing the slideware available here at P&I.  Below we give you our take.

John Power of Pyramis gave a succinct overview of the rationale, costs and benefits of 130/30 that also included what has probably become the most popular slide in any 130/30 presentation:

The key message, of course, is that you simply can’t bet against most names in the index in a significant manner.  In our view, the difference between underweighting a 0.5% position by 0.5% and underweighting it by, say, 0.6% isn’t significant from an investment standpoint (some might argue the requisite introduction of short-selling brings with it some new operational issues).

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130/30 Indices: True indices or like playing chess against a computer?

January 7th, 2008 | Filed under: 130/30

During the final months of 2007, Credit Suisse and S&P both launched what they called “130/30 indexes”.  CS didn’t say much about their methodology at the time, but S&P published the entire index construction approach online.  After reading that approach on November 20, we wrote the following:

“…here’s the thing we don’t quite get: why would you want to benchmark yourself to another active manager? There is no common risk factor underlying these funds that can serve as a benchmark. There is no 130/30 beta. In fact, all a 1X0/X0 program aims to accomplish is to lever pre-existing alpha for greater returns if alpha is already positive or greater losses if alpha is negative. As IPE reports, a speaker at a recent conference referred to 130/30 as just a prescriptive technique. How do you index a ‘prescriptive technique’?”

Clearly anticipating such a line of questions, the developer of the Credit Suisse index, AllAboutAlpha Hall-of-Famer Andrew Lo of MIT, addressed this question head-on in his December 11 paper on 130/30 indexation (”130/30: The New Long-Only”).  The paper has generated quite a bit of chatter recently (the subject of this Pensions & Investments story today and a column in the Economist this week.)

Say Lo and co-author Pankaj Patel:

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Q-Group spring 2007 seminar summaries are (almost) all about alpha

September 25th, 2007 | Filed under: CAPM / Alpha Theory

As you probably know if you are a regular reader, The Institute for Quantitative Research in Finance” (or Q-Group for short) is one of the world’s foremost communities of quant rock-stars from the academic and practitioner communities.  In his video interview for the American Finance Association’s “History of Finance” project, William Sharpe tells of how he was actually at a Q-Group annual seminar when he learned of his Nobel Prize.

Well, no one won a Nobel Prize at last spring’s meeting.  But the 17 pages of session summaries, now available here, are well worth a read.  Here is a selection of what you’ll find:

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130/30 a moving target according to originators of the craze

September 19th, 2007 | Filed under: 130/30

Readers of yesterday’s posting on Gordon Johnson’s 130/30 paper will remember that he took inspiration from the earlier work of Roger Clarke, Harindra de Silva and Steven Sapra.  Well it turns out this prolific trio (plus fourth bandmember Steven Thorley) have just published a new paper of their own on 1X0/X0.

Many regard these four as being the originators of the craze we now know as 130/30.  In an article last spring on the website of UK-based consultancy bfinance, AllAboutAlpha.com Hall of Famer Tris Lett observed that, like so many mega-trends, 130/30 was originally cooked up on the sunny shores of Southern California:

“While some may say that they were running strategies in the short enabled structure before Analytic Investors, I can find no one who precedes them.  Harindra de Silva, Roger Clarke and Steve Sapra of Analytic Investors earn the credit for naming the process and operating the first real time portfolio. On July 1, 2002, Analytic [of Los Angeles] launched its Core Plus Equity Composite (120/20) strategy.”

Clarke, de Silva, Thorley and Sapra have since achieved stardom by producing several papers on the topic of 130/30.  Their newest production, “Long/Short Extensions: How Much is Enough?” has now been revised after a limited release over the summer at a screen near you.

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New study finds 130/30 outperforms long-only in back tests

September 18th, 2007 | Filed under: 130/30

According to a study in the forthcoming issue of the Journal of Alternative Investments, 130/30 funds would have outperformed equivalent long-only funds over the period since 1994 (a hat-tip goes out to the Advisor Perspectives newsletter for drawing our attention to this study today).

The author of the study is Lee Munder Capital Group’s Gordon Johnson.   While Johnson’s full paper has yet to be published, he released a white paper on the same topic earlier today.  In addition, a slide presentation on the topic is available here at the website of the esteemed quant organization QWAFAFEW (pronounced quaff-a-few, an allusion to the organization’s libationary founding principles).

Earlier today, Johnson told AllAboutAlpha.com:

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Fundamental indexation comes under renewed attack

May 7th, 2007 | Filed under: CAPM / Alpha Theory

Rob Arnott isn’t afraid to go against the grain.  His “fundamental indexing” methodology ignores price and value-weighted indices and instead uses fundamental business metrics such as sales and revenue to construct investment benchmarks.  He says this avoids the propensity for indices to overweight temporarily overvalued stocks and underweight temporarily undervalued stocks.

But the idea has always had its skeptics – many of whom argue that fundamental indexing amounts to value investing in disguise.  After all, they say, it simply amounts to overweighting high book-to-price stocks and underweighting low book-to-price stocks.  Arnott is well aware of such criticisms and apparently plans to launch a counter-offensive soon.  According to P&I, that counter-offensive will involve none other than Harry Max Markowitz, father of modern portfolio theory.

P&I reports on a paper in the works by Harvard professor Andre Perold called “Fundamentally Flawed Indexing”.  Apparently, those who have seen it say it makes a lot of sense.  Eric Sorensen, president and CEO of PanAgora (see posting: “King of Quants“) tells P&I that fundamental indexation assumes “large-cap stocks are overvalued, and you don’t know that”.

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A Brief History of “130/30″

April 16th, 2007 | Filed under: 130/30

“130/30″ seems to have successfully supplanted “portable alpha” as the term most likely to roll off the tongues of institutional investors and asset management marketers.  But how did such a term arise from nowhere so quickly to capture our collective imagination? This article on the website of UK-based consultancy bfinance written by 130/30 advocate (and amateur historian), Tris Lett, says the term is really only about 5 years old and it hails from California. Says Lett:

“Harindra de Silva, Roger Clarke and Steve Sapra of Analytic Investors earn the credit for naming the process and operating the first real time portfolio. On July 1, 2002, Analytic launched its Core Plus Equity Composite (120/20) strategy.”

“This makes perfect sense given the line of portfolio research they published based on Grinold/Kahn’s “Law of Active Management” to whose logic they introduced the important notion of the transfer coefficient. They pointed out that short sales increase the alpha generating opportunity set.”

For those new to 130/30 (”1X0/X0″), this article is a great introduction to the concept (and not just because it references “the widely read blog AllAboutAlpha.com“.)

Read Full Article



State Street runs up the score in 130/30 March Madness

March 26th, 2007 | Filed under: 130/30

There has been a flurry of activity in the 130/30 space so far this month that seems to rival the hoopla over US college basketball.  No sooner had Merrill Lynch released its report on 130/30 than State Street landed a 165 million GBP 130/30 mandate from Britain’s Asda Group.  With some industry insiders saying the current size of the US 130/30 market is US$50b AUM, that would be nearly 0.7% overnight growth had it happened on that side of the pond.

State Street has been an ardent advocate of 130/30 for some time.  This enthusiasm culminated in the recent launch of a 130/30 strategy that is compliant with European pension regulations (although SSgA’s French subsidiary seems to have done a “soft launch” back in December of the same strategy and now manages around 450 million EUR using it).  According to SSgA, its ”Global Alpha Edge” is only the first of several 130/30 products the firm plans to launch in 2007.  Apparently, the France-listed SSgA “North American Edge” is the latest such entry (launched: March 15, 2007 according to SSgA’s French website).

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CAPM is C.R.A.P.: Dresdner Kleinwort Economist

January 31st, 2007 | Filed under: CAPM / Alpha Theory

“CAPM is CRAP, or, The Dead Parrot Lives”

By: James Montier, Dresdner Kleinwort
Published: January 29, 2007, John Mauldin’s “Outside the Box”

John Mauldin is a big fan of James Montier, the 34 year old Dresdner Kleinwort economist who literally wrote the book on behavioral finance.  Montier also wrote a chapter in Mauldin’s 2006 book “Just One Thing” and Mauldin re-printed Montier’s musings a couple of times on his website last year.  Montier seems like an interesting guy and we enjoy his irreverent take on modern finance – like this one…

In this comprehensive yet very readable article Montier rails against the CAPM, calling it “(C)ompletely (R)edundant (A)sset (P)ricing”.  While his facts are irrefutable, their interpretation leaves room for disagreement.  In other words, the exact fecal count of CAPM remains unknown.  But whether you agree with his conclusion or not, you will probably find this essay an interesting read.

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Fundamentalism in Asset Management

January 17th, 2007 | Filed under: CAPM / Alpha Theory

Despite their “high-flyer” status, FT.com reported today that several high profile UK asset managers have recently begun bailing out of long-only shops.  Reasons ranged from retirement to “spending more time with family”.  But as this article points out, many have been wooed by hedge fund companies.  Says FT.com:

“Immediately after retiring from CSAM, (Bill) Mott (a star Credit Suisse fixed income manager) announced that he could not resist the lure of running money on a day-to-day basis in an environment unencumbered by bureaucracy. He is joining former colleagues to set up Psolve, an investment boutique, which he describes as a ‘dynamic and free-thinking environment where the fund management team’s interests can be aligned with those of both the group and our investors’.

“The lure of boutiques of specialist and hedge fund managers, which promise managers more freedom and higher pay linked to performance, is a sensitive issue for big investment groups.”

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