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Aqr-Barrons-022916.Pdf
THE DOW JONES BUSINESS AND FINANCIAL WEEKLY www.barrons.com FEBRUARY 29, 2016 % John Liew, Cliff Asness, David Kabiller, and a team of high-powered Ph.Ds have built AQR into a $141 billion investment giant that gets impressive returns in good markets and bad. (over please) THE PUBLISHER’S SALE OF THIS REPRINT DOES Not CONSTITUTE OR IMPLY ANY ENdoRSEMENT OR SpoNSORSHIP OF ANY PRODUct, SERVICE, COMPANY OR ORGANIZATION. Custom Reprints 800.843.0008 www.djreprints.com DO NOT EDIT OR ALTER REPRINT/REPRODUCTIONS NOT PERMITTED 52518 February 29, 2016 BARRON S S5 COVER STORY February 29, 2016 AQR’s academic research has ledBARRON to someS truly alternative funds. S5 COVER STORY MarketAQR’s academic research has Brainiacs led to some truly alternative funds. by Andrew Bary MarketPhotography by Derek Dudek Brainiacs SinceSince U.S. U.S. stocks stocks peakedpeaked inin July,July, few few investmentsshort equity, and have trend-following produced instrong futures returns. funds Globalare in the stocks, black junksince bonds,late July, and in- investmentsby Andrew have produced Bary strong returns. markets. Yet, against this tough backdrop, cluding the industry’s largest fund, the $11 Globalmost commoditiesstocks, junk bonds, have and declined—in most com- manya bunch cases, of academics sharply. are And delivering. many so-called Their billion alternative AQR Managed investments Futures have Strategy failed moditiesPhotography have by declined—in Derek Dudek many cases, firm, AQR Capital Management (AQR (ticker: AQMIX), which is up 7% through sharply.to provide And hoped-formany so-called diversification alternative standsbenefits. for appliedJust look quantitative at the research),big losses mid-February, suffered by against some an notable 11% drop hedge in the Since U.S. -
Hedge Fund Billionaires Attack the Hudson Valley Wall Street Goes All in to Save Tax Breaks for the Wealthy
HEDGE PAPERS No.39 HEDGE FUND BILLIONAIRES ATTACK THE HUDSON VALLEY WALL STREET GOES ALL IN TO SAVE TAX BREAKS FOR THE WEALTHY Hedge funds and billionaire hedge fund managers are destroying our economy, corrupting our government, hurting families and communities and exploding inequality. It’s happening all over America, and increasingly all over the world. And now it’s happening in the Hudson Valley. A tiny group of hedge fund billionaires have targeted the congressional campaign in the 19th House District of New York, spending millions of dollars to support GOP candidate John Faso and attack Democratic candidate Zephyr Teachout. SIX HEDGE FUND BILLIONAIRES HIT THE HUDSON VALLEY WITH $5.5 MILLION IN CAMPAIGN CASH The amount of campaign cash is amazing: we’ve found that six billionaire hedge fund managers from New York City, Connecticut and Long Island have given $5,517,600 to PACs and Super PACs active in the Teachout-Faso campaign in this electoral cycle. These same six men have given $102,768,940 in federal and New York state campaign contributions in the past two decades. They’re not doing it for nothing -- they want something in return. These hedge fund billionaires and their colleagues at hedge funds and private equity firms get billions of dollars in special tax breaks under the “carried interest loophole” – and they want to keep the loophole wide open. Closing the loophole would save the federal government an estimated $18 billion per year, according to an analysis by law professor Victor Fleischer.[1] But huge sums of lobbying and campaign cash directed at Congress – and Congressional candidates – by hedge funds and private equity firms have stymied reform in Washington and fueled continued obstructionism. -
AQR's Cliff Asness Named the 2019 IAQF/Northfield Financial Engineer of the Year
Contact: Claudia Gray +1 (203) 742-3205 [email protected] AQR’s Cliff Asness Named the 2019 IAQF/Northfield Financial Engineer of the Year GREENWICH, Connecticut, February 28, 2020 – Cliff Asness, Founder, Managing Principal and Chief Investment Officer at AQR Capital Management, was recognized as the 2019 Financial Engineer of the Year (FEOY) by the International Association for Quantitative Finance (IAQF) and Northfield Information Services. He was presented with the honor at the IAQF/Northfield Award Gala Dinner on February 27 by Martin Leibowitz, Managing Director and Vice Chairman of Research at Morgan Stanley. Upon his acceptance of the award, Cliff Asness remarked, “It is a great honor, and quite humbling, to receive this award especially in light of the amazing prior recipients. Thank you to the IAQF for this recognition and for all their work in advancing the field of quantitative finance.” Northfield President Dan diBartolomeo commented, “We are elated to see that a very deserving practitioner has received this year’s award. Cliff Asness has contributed very materially to the asset management industry in terms of the literature, but even more so by the many innovative investment techniques introduced through his firm AQR. His dedication to rigorous thought in many aspects of the investment process is now being appropriately recognized.” The annual IAQF/Northfield FEOY Award, established in 1993, recognizes individual contributions to the advancement of quantitative finance. A nominating committee of approximately 100 people, consisting of all the IAQF governing boards, submits nominations, which are reviewed in a two-step process by a selection committee of 25 members. -
[email protected]
RONEN ISRAEL AQR Capital Management 2 Greenwich Plaza - 3rd Floor Greenwich, CT 06830 Tel: 203 742 3645 Fax: 203 742 3145 Email: [email protected] EXPERIENCE AQR Capital Management Principal 2007- AQR Capital Management Vice President 2004-2007 AQR Capital Management Associate 1999-2004 Quantiative Financial Strategies, Inc. Senior Analyst 1996-1999 PriceWaterhouse Consultant 1995-1996 NYU Leonard N. Stern School of Business Adjunct Professor of Finance 2014- Areas of focus: research and portfolio management of stock selection strategies, hedge fund strategies and alternative risk premia; algorithmic trading and transaction costs analysis EDUCATION Columbia University M.A. Mathematics (mathematical finance) 1999-2000 University of Pennsylvania, Wharton School * B.S. Economics 1991-1995 University of Pennsylvania, School of Engineering * B.A.S. Biomedical Science 1991-1995 * Management and Technology (dual degree) program PUBLISHED PAPERS “The Role of Shorting, Firm Size, and Time on Market Anomalies”, 2013, (with Tobias J. Moskowitz), Journal of Financial Economics, Volume 108, Issue 2, 275–301 (lead paper). “Fact, Fiction and Momentum Investing”, 2014, (with Cliff Asness, Andrea Frazzini, and Tobias J. Moskowitz), Journal of Portfolio Management, 40th Anniversary Issue. “Understanding Style Premia”, 2014, (with Thomas Maloney), Journal of Investing, Winter 2014. “Style Investing: The Long and the Long/Short of It”, 2014, (with Antti Ilmanen and Dan Villalon), IPE (Investment & Pensions Europe) Magazine. “Investing with Style”, 2015, (with Cliff Asness, Antti Ilmanen, and Tobias J. Moskowitz), Journal of Investment Management, Volume 13, No. 1, 27–63. “Fact, Fiction and Value Investing”, 2015, (with Cliff Asness, Andrea Frazzini, and Tobias J. Moskowitz), Journal of Portfolio Management, Fall Issue, Volume 42, Number 1. -
Hedge Funds Vs Traditional Assets
University of Nottingham Hedge Funds & The Alpha Paradigm Ioannis Logothetis Master of Science in Finance & Investment Hedge Funds & The Alpha Paradigm by Ioannis Logothetis September 2012 A Dissertation presented in part consideration for the degree: ‘Master of Science in Finance and Investment’ 1 Abstract Numerous heavily quantitative strategies, macroeconomic and esoteric investment techniques involving currencies, fixed income products, commodities and equities have proven to be very profitable over the last two decades as math whizzes of Wall Street implemented mathematical and quantum physics models to outperform financial markets in search of Alpha. The development of mathematical algorithms, exotic trading techniques, lightening fast computerized machines and platforms and the effective in-depth skilful macroeconomic analysis from numerous hedge fund managers have resulted in trillions of profits or even losses which have in turn affected the global financial system significantly. This thesis will examine the features of the hedge fund industry focusing on the analysis and the background of the ‘Alpha’ paradigm, the various profitable strategies on record, their performance over the years, the recent developments in the field, their influence and their effects on the global economy and the financial system with the infamous events of 2007- 2008 serving as a backdrop. By assessing historically the hedge fund performance it could be demonstrated that hedge funds produce superior risk-adjusted returns over time comparing with traditional assets, and they carried fewer risks when the volatilities are compared. Our findings also support that hedge funds possess the ability create alpha consistently and systematically with limited volatility and by outperforming traditional asset classes, while there is a limited interaction between hedge fund returns and systematic market factors. -
My Top 10 Peeves Clifford S
AHEAD OF PRINT Financial Analysts Journal Volume 70 · Number 1 ©2014 CFA Institute PERSPECTIVES My Top 10 Peeves Clifford S. Asness The author discusses a list of peeves that share three characteristics: (1) They are about investing or finance in general, (2) they are about beliefs that are very commonly held and often repeated, and (3) they are wrong or misleading and they hurt investors. aying I have a pet peeve, or some pet 1. “Volatility” Is for Misguided peeves, just doesn’t do it. I have a menag- Geeks; Risk Is Really the Chance Serie of peeves, a veritable zoo of them. Luckily for readers, I will restrict this editorial to of a “Permanent Loss of Capital” only those related to investing (you do not want There are many who say that such “quant” mea- to see the more inclusive list) and to only a mere sures as volatility are flawed and that the real defi- 10 at that. The following are things said or done in nition of risk is the chance of losing money that you our industry or said about our industry that have won’t get back (a permanent loss of capital). This bugged me for years. Because of the machine- comment bugs me. gun nature of this piece, these are mostly teasers. Now, although it causes me grief, the people I don’t go into all the arguments for my points, who say it are often quite smart and successful, and I blatantly ignore counterpoints (to which and I respect many of them. Furthermore, they are I assert without evidence that I have counter- not directly wrong. -
Tobias J. Moskowitz, Ph.D
Tobias J. Moskowitz, Ph.D. YaleSchoolofManagement Phone: (203)436-5361 YaleUniversity Fax: (203)742-3257 165 Whitney Ave. Email: [email protected] Room 4524 [email protected] New Haven, CT 06520 Website: http://som.yale.edu/tobias-j-moskowitz Positions/Affiliations 2016- Dean Takahashi ’80 B.A., ’83 M.P.P.M Professor of Finance, Yale University, Yale SOM Courses taught: Applied Quantitative Finance (MBA, Ph.D.); Factor Investing (Exec. Ed.); The Investor (MBA); Sports Analytics (MBA, Undergrad) 2008-15 Fama Family Professor of Finance, University of Chicago, Booth School of Business Courses taught: Investments (MBA); Investments I (Exec. Ed.); Real Estate (Exec. Ed.); Quantitative Investments (MBA); Empirical Asset Pricing (Ph.D.); Sports Analytics (MBA) 2015-16 Visiting Professor of Finance, Yale University, School of Management 2007- Research Associate, National Bureau of Economic Research 2007- Consultant and Principal, AQR Capital Management, LLC 2005-08 Professor of Finance and Neubauer Family Faculty Fellow, University of Chicago, Booth School of Business 2002-05 Associate Professor of Finance, University of Chicago, Booth School of Business 1998-02 Assistant Professor of Finance, University of Chicago, Booth School of Business Education 1998 Ph.D. (Finance), UCLA Anderson School 1994 M.S. (Management), Purdue University Krannert Graduate School of Management 1993 B.S. (Industrial Engineering/Management) with Distinction, Purdue University Honors/Awards Career Awards: 2012 Ewing Marion Kauffman Medal (top entrepreneurship -
Download Low-Risk Investing Without Industry Bets
Low-Risk Investing Without Industry Bets Cliff Asness, Andrea Frazzini, and Lasse H. Pedersen * First Draft: June 6, 2012 This draft: May 10, 2013 Abstract The strategy of buying safe low-beta stocks while shorting (or underweighting) riskier high-beta stocks has been shown to deliver significant risk-adjusted returns. However, it has been suggested that such “low-risk investing” delivers high returns primarily due to its industry bet, favoring a slowly changing set of stodgy, stable industries and disliking their opposites. We refute this. We show that a betting against beta (BAB) strategy has delivered positive returns both as an industry-neutral bet within each industry and as a pure bet across industries. In fact, the industry-neutral BAB strategy has performed stronger than the BAB strategy that only bets across industries and it has delivered positive returns in each of 49 U.S. industries and in 61 of 70 global industries. Our findings are consistent with the leverage aversion theory for why low beta investing is effective. * Cliff Asness and Andrea Frazzini are at AQR Capital Management, Two Greenwich Plaza, Greenwich, CT 06830, e-mail: [email protected]; web: http://www.econ.yale.edu/~af227/ . Lasse H. Pedersen is at New York University, Copenhagen Business School, AQR Capital Management, CEPR, FRIC, and NBER, 44 West Fourth Street, NY 10012-1126; e-mail: [email protected]; web: http://www.stern.nyu.edu/~lpederse/. We are grateful for helpful comments from Antti Ilmanen and John Liew as well as from seminar participants at Boston University and the CFA Society of Denmark. -
Thinking Inside the Box CASE STUDIES FROM
FEATURED AFFILIATE Thinking inside the box CASE STUDIES FROM: Lifting the lid on the world of algorithms, machine learning and artificial intelligence Better computing and artificial intelligence (AI) are driving improvements in many diverse areas, from optical sensing to motion actuators and touch/haptics. Such advances are set to take robots and automation to the next level, opening up new investment possibilities. Meanwhile, there are investment strategies that are themselves employing algorithmic and so-called ‘deep learning’ techniques. Their models have been described as a ‘black box’, owing to the lack of transparency with machine learning and its recondite inner workings. For active managers chasing returns, these models are not without risks. Yet, for investors to really understand the benefits of algorithms, artificial intelligence and machine learning techniques in investing, it is important that they learn to delve deeper inside the box. A (very) brief history of AI ‘Artificial intelligence’: Noun: the branch of computer science aiming to produce machines that can imitate intelligent human behaviour. Abbreviation: AI. 1956 Computer science 1959 pioneer John IBM computer Every conversation about AI has its roots in the work of legendary McCarthy coins scientist Arthur mathematician Alan Turing. His ‘Turing test’ challenged a computer’s ability the term ‘artificial Samuel introduces intelligence’ to think, requiring that the covert substitution of the computer for one of the the term ‘machine participants in a keyboard and screen dialogue should be undetectable by the learning’ 1980s remaining human participant. Finance industry Yet it was the American pioneer of computer science, John McCarthy, who begins to see the 1988 actually coined the term ‘artificial intelligence’ in 1956. -
Hedge Funds and the Technology Bubble
THE JOURNAL OF FINANCE • VOL. LIX, NO. 5 • OCTOBER 2004 Hedge Funds and the Technology Bubble MARKUS K. BRUNNERMEIER and STEFAN NAGEL∗ ABSTRACT This paper documents that hedge funds did not exert a correcting force on stock prices during the technology bubble. Instead, they were heavily invested in technology stocks. This does not seem to be the result of unawareness of the bubble: Hedge funds captured the upturn, but, by reducing their positions in stocks that were about to decline, avoided much of the downturn. Our findings question the efficient markets notion that rational speculators always stabilize prices. They are consistent with models in which rational investors may prefer to ride bubbles because of predictable investor sentiment and limits to arbitrage. TECHNOLOGY STOCKS ON NASDAQ ROSE to unprecedented levels during the 2 years leading up to March 2000. Ofek and Richardson (2002) estimate that at the peak, the entire internet sector, comprising several hundred stocks, was priced as if the average future earnings growth rate across all these firms would exceed the growth rates experienced by some of the fastest growing individual firms in the past, and, at the same time, the required rate of return would be 0% for the next few decades. By almost any standard, these valuation levels are so extreme that this period appears to be another episode in the history of asset price bubbles. Shiller (2000) argues that the stock price increase was driven by irrational euphoria among individual investors, fed by an emphatic media, which maxi- mized TV ratings and catered to investor demand for pseudonews. -
Fact, Fiction, and the Size Effect
VOLUME 45, NUMBER 1 jpm.iprjournals.com FALL 2018 Fact, Fiction, and the Size Effect RON ALQUIST, RONEN ISraEL, AND TOBIAS MOSKOWITZ Fact, Fiction, and the Size Effect RON ALQUIST, RONEN ISraEL, AND TOBIAS MOSKOWITZ permission. Publisher without RON ALQUIST fter confronting the myths sur- a second source of priced risk beyond the is a vice president at AQR rounding momentum investing1 market. According to this view, both a stock’s Capital Management in 2 electronically and value investing, we realized market beta and its size were now required Greenwich, CT. post [email protected] two things: 1) We had passed over to understand its expected returns. As long to Athe first anomaly discovered in academic as size was correlated with a fundamental or RONEN ISraEL finance and the one that had been around source of risk, rational investors needed to be user, is a principal at AQR the longest—size, and 2) despite its longevity compensated for holding assets more exposed Capital Management in and the attention it has received, there is still to that risk. Other scholars interpreted the Greenwich, CT. much confusion and debate surrounding the evidence of a size premium as a more fun- [email protected] unauthorized size anomaly. damental conceptual challenge to market an TOBIAS MOSKOWITZ The size effect is the phenomenon in efficiency, in which small stocks relative to to is the Dean Takahashi which small stocks (i.e., those with lower large stocks were simply mispriced, having professor of finance market capitalizations), on average, outper- nothing to do with compensation for risk. -
The Quants: How a New Breed of Math Whizzes Conquered Wall
Acad. Quest. (2010) 23:506–514 DOI 10.1007/s12129-010-9189-4 REVIEW ESSAY The Quants: How a New Milken, Warren Buffett.1 In the Breed of Math Whizzes “quant” revolution on Wall Street Conquered Wall Street and that took place over the past twenty Nearly Destroyed It, by Scott years, in which mathematical and Patterson. New York: Crown scientific experts created new high-tech Publishing, 2010, 352 pp., investment strategies, we put the $27.00 hardbound. two together. Everyone from Barney Frank to Ben Bernanke to Fannie My Life as a Quant: Mae to the heads of the Harvard and Reflections on Physics and Yale endowment funds to the chief Finance, by Emanuel Derman. executives of the world’slargest Hoboken, NJ: John Wiley & banks and investment banking Sons, 2007, 292, pp., $16.95 houses—even average investors in paperback. many cases—fell under the spell of the quants. The Crash of the Quants It turns out that Roger Lowenstein’s very fine When Genius Failed was Wight Martindale, Jr. wildly mistaken2—so-called “genius” Published online: 27 October 2010 did not fail, it returned with a # Springer Science+Business Media, LLC 2010 vengeance to create even greater havoc. These two books, The Quants: Americans have long been mesmerized How a New Breed of Math Whizzes by scientific genius. Think Thomas Conquered Wall Street and Nearly Edison and Albert Einstein. We are Destroyed It, by Scott Patterson, and equally fascinated by financial My Life as a Quant: Reflections on wizards: J. P. Morgan, Michael Physics and Finance, by Emanuel Derman, provide contrasting insights Wight Martindale, Jr., is an adjunct professor in both the business school and the college of arts and sciences at Lehigh University, Bethlehem, PA 18015; 1 ’ [email protected].