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| aqr capital management assets under management: 20 for Twenty AQR Capital Management, LLC, 2018-09-25 |
| aqr capital management assets under management: Efficiently Inefficient Lasse Heje Pedersen, 2019-09-17 Efficiently Inefficient describes the key trading strategies used by hedge funds and demystifies the secret world of active investing. Leading financial economist Lasse Heje Pedersen combines the latest research with real-world examples and interviews with top hedge fund managers to show how certain trading strategies make money - and why they sometimes don't. -- from back cover. |
| aqr capital management assets under management: The Quants Scott Patterson, 2011-01-25 With the immediacy of today’s NASDAQ close and the timeless power of a Greek tragedy, The Quants is at once a masterpiece of explanatory journalism, a gripping tale of ambition and hubris, and an ominous warning about Wall Street’s future. In March of 2006, four of the world’s richest men sipped champagne in an opulent New York hotel. They were preparing to compete in a poker tournament with million-dollar stakes, but those numbers meant nothing to them. They were accustomed to risking billions. On that night, these four men and their cohorts were the new kings of Wall Street. Muller, Griffin, Asness, and Weinstein were among the best and brightest of a new breed, the quants. Over the prior twenty years, this species of math whiz--technocrats who make billions not with gut calls or fundamental analysis but with formulas and high-speed computers--had usurped the testosterone-fueled, kill-or-be-killed risk-takers who’d long been the alpha males the world’s largest casino. The quants helped create a digitized money-trading machine that could shift billions around the globe with the click of a mouse. Few realized, though, that in creating this unprecedented machine, men like Muller, Griffin, Asness and Weinstein had sowed the seeds for history’s greatest financial disaster. Drawing on unprecedented access to these four number-crunching titans, The Quants tells the inside story of what they thought and felt in the days and weeks when they helplessly watched much of their net worth vaporize--and wondered just how their mind-bending formulas and genius-level IQ’s had led them so wrong, so fast. |
| aqr capital management assets under management: Introduction to Risk Parity and Budgeting Thierry Roncalli, 2016-04-19 Although portfolio management didn't change much during the 40 years after the seminal works of Markowitz and Sharpe, the development of risk budgeting techniques marked an important milestone in the deepening of the relationship between risk and asset management. Risk parity then became a popular financial model of investment after the global fina |
| aqr capital management assets under management: Capital Allocators Ted Seides, 2021-03-23 The chief investment officers (CIOs) at endowments, foundations, family offices, pension funds, and sovereign wealth funds are the leaders in the world of finance. They marshal trillions of dollars on behalf of their institutions and influence how capital flows throughout the world. But these elite investors live outside of the public eye. Across the entire investment industry, few participants understand how these holders of the keys to the kingdom allocate their time and their capital. What’s more, there is no formal training for how to do their work. So how do these influential leaders practice their craft? What skills do they require? What frameworks do they employ? How do they make investment decisions on everything from hiring managers to portfolio construction? For the first time, CAPITAL ALLOCATORS lifts the lid on this opaque corner of the investment landscape. Drawing on interviews from the first 150 episodes of the Capital Allocators podcast, Ted Seides presents the best of the knowledge, practical insights, and advice of the world’s top professional investors. These insights include: - The best practices for interviewing, decision-making, negotiations, leadership, and management. - Investment frameworks across governance, strategy, process, technological innovation, and uncertainty. - The wisest and most impactful quotes from guests on the Capital Allocators podcast. Learn from the likes of the CIOs at the endowments of Princeton and Notre Dame, family offices of Michael Bloomberg and George Soros, pension funds from the State of Florida, CalSTRS, and Canadian CDPQ, sovereign wealth funds of New Zealand and Australia, and many more. CAPITAL ALLOCATORS is the essential new reference manual for current and aspiring CIOs, the money managers that work with them, and everyone allocating a pool of capital. |
| aqr capital management assets under management: Slow Moving Capital Mark L. Mitchell, 2010 We study three cases in which specialized arbitrageurs lost significant amounts of capital and, as a result, became liquidity demanders rather than providers. The effects on security markets were large and persistent: Prices dropped relative to fundamentals and the rebound took months. While multi-strategy hedge funds who were not capital constrained increased their positions, a large fraction of these funds actually acted as net sellers consistent with the view that information barriers within a firm (not just relative to outside investors) can lead to capital constraints for trading desks with mark-to-market losses. Our findings suggest that real world frictions impede arbitrage capital. |
| aqr capital management assets under management: Leveraged Exchange-Traded Funds Tim Leung, Marco Santoli, 2016-02-24 This book provides an analysis, under both discrete-time and continuous-time frameworks, on the price dynamics of leveraged exchange-traded funds (LETFs), with emphasis on the roles of leverage ratio, realized volatility, investment horizon, and tracking errors. This study provides new insights on the risks associated with LETFs. It also leads to the discussion of new risk management concepts, such as admissible leverage ratios and admissible risk horizon, as well as the mathematical and empirical analyses of several trading strategies, including static portfolios, pairs trading, and stop-loss strategies involving ETFs and LETFs. The final part of the book addresses the pricing of options written on LETFs. Since different LETFs are designed to track the same reference index, these funds and their associated options share very similar sources of randomness. The authors provide a no-arbitrage pricing approach that consistently value options on LETFs with different leverage ratios with stochastic volatility and jumps in the reference index. Their results are useful for market making of these options, and for identifying price discrepancies across the LETF options markets. As the market of leveraged exchange-traded products become a sizeable connected part of the financial market, it is crucial to better understand its feedback effect and broader market impact. This is important not only for individual and institutional investors, but also for regulators. |
| aqr capital management assets under management: Quantitative Momentum Wesley R. Gray, Jack R. Vogel, 2016-10-03 The individual investor's comprehensive guide to momentum investing Quantitative Momentum brings momentum investing out of Wall Street and into the hands of individual investors. In his last book, Quantitative Value, author Wes Gray brought systematic value strategy from the hedge funds to the masses; in this book, he does the same for momentum investing, the system that has been shown to beat the market and regularly enriches the coffers of Wall Street's most sophisticated investors. First, you'll learn what momentum investing is not: it's not 'growth' investing, nor is it an esoteric academic concept. You may have seen it used for asset allocation, but this book details the ways in which momentum stands on its own as a stock selection strategy, and gives you the expert insight you need to make it work for you. You'll dig into its behavioral psychology roots, and discover the key tactics that are bringing both institutional and individual investors flocking into the momentum fold. Systematic investment strategies always seem to look good on paper, but many fall down in practice. Momentum investing is one of the few systematic strategies with legs, withstanding the test of time and the rigor of academic investigation. This book provides invaluable guidance on constructing your own momentum strategy from the ground up. Learn what momentum is and is not Discover how momentum can beat the market Take momentum beyond asset allocation into stock selection Access the tools that ease DIY implementation The large Wall Street hedge funds tend to portray themselves as the sophisticated elite, but momentum investing allows you to 'borrow' one of their top strategies to enrich your own portfolio. Quantitative Momentum is the individual investor's guide to boosting market success with a robust momentum strategy. |
| aqr capital management assets under management: Asset Management Andrew Ang, 2014 Stocks and bonds? Real estate? Hedge funds? Private equity? If you think those are the things to focus on in building an investment portfolio, Andrew Ang has accumulated a body of research that will prove otherwise. In this book, Ang upends the conventional wisdom about asset allocation by showing that what matters aren't asset class labels but the bundles of overlapping risks they represent. |
| aqr capital management assets under management: High Returns from Low Risk Pim van Vliet, Jan de Koning, 2017-01-17 Believing high-risk equals high-reward is holding your portfolio hostage High Returns from Low Risk proves that low-volatility, low-risk portfolios beat high-volatility portfolios hands down, and shows you how to take advantage of this paradox to dramatically improve your returns. Investors traditionally view low-risk stocks as safe but unprofitable, but this old canard is based on a flawed premise; it fails to see beyond the monthly horizon, and ignores compounding returns. This book updates the thinking and brings reality to modelling to show how low-risk stocks actually outperform high-risk stocks by an order of magnitude. Easy to read and easy to implement, the plan presented here will help you construct a portfolio that delivers higher returns per unit of risk, and explains how to achieve excellent investment results over the long term. Do you still believe that investors are rewarded for bearing risk, and that the higher the risk, the greater the reward? That old axiom is holding you back, and it is time to start seeing the whole picture. This book shows you, through deep historical simulation, how to reap the rewards of smarter investing. Learn how and why low-risk, low-volatility stocks beat the market Discover the formula that outperforms Greenblatt's Construct your own low-risk portfolio Select the right ETF or low-risk fund to manage your money Great returns and lower risk sound like a winning combination — what happens once everyone is doing it? The beauty of the low-risk strategy is that it continues to work even after the paradox is widely known; long-term investment success is possible for anyone who can shake off the entrenched wisdom and go low-risk. High Returns from Low Risk provides the proof, model and strategy to reign in your exposure while raking in the profit. |
| aqr capital management assets under management: Fundamentals Of Institutional Asset Management Frank J Fabozzi, Francesco A Fabozzi, 2020-10-12 This book provides the fundamentals of asset management. It takes a practical perspective in describing asset management. Besides the theoretical aspects of investment management, it provides in-depth insights into the actual implementation issues associated with investment strategies. The 19 chapters combine theory and practice based on the experience of the authors in the asset management industry. The book starts off with describing the key activities involved in asset management and the various forms of risk in managing a portfolio. There is then coverage of the different asset classes (common stock, bonds, and alternative assets), collective investment vehicles, financial derivatives, common stock analysis and valuation, bond analytics, equity beta strategies (including smart beta), equity alpha strategies (including quantitative/systematic strategies), bond indexing and active bond portfolio strategies, and multi-asset strategies. The methods of using financial derivatives (equity derivatives, interest rate derivatives, and credit derivatives) in managing the risks of a portfolio are clearly explained and illustrated. |
| aqr capital management assets under management: Market Liquidity Yakov Amihud, Haim Mendelson, Lasse Heje Pedersen, 2013 This book explores the effect of liquidity on asset prices, liquidity variations over time and how liquidity risk affects prices. |
| aqr capital management assets under management: Ben Graham Was a Quant Steven P. Greiner, 2011-04-05 Innovative insights on creating models that will help you become a disciplined intelligent investor The pioneer of value investing, Benjamin Graham, believed in a philosophy that continues to be followed by some of today's most successful investors, such as Warren Buffett. Part of this philosophy includes adhering to your stock selection process come hell or high water which, in his view, was one of the most important aspects of investing. So, if a quant designs and implements mathematical models for predicting stock or market movements, what better way to remain objective, then to invest using algorithms or the quantitative method? This is exactly what Ben Graham Was a Quant will show you how to do. Opening with a brief history of quantitative investing, this book quickly moves on to focus on the fundamental and financial factors used in selecting Graham stocks, demonstrate how to test these factors, and discuss how to combine them into a quantitative model. Reveals how to create custom screens based on Ben Graham's methods for security selection Addresses what it takes to find those factors most influential in forecasting stock returns Explores how to design models based on other styles and international strategies If you want to become a better investor, you need solid insights and the proper guidance. With Ben Graham Was a Quant, you'll receive this and much more, as you learn how to create quantitative models that follow in the footsteps of Graham's value philosophy. |
| aqr capital management assets under management: The Only Guide to Alternative Investments You'll Ever Need Larry E. Swedroe, Jared Kizer, 2010-05-13 The rewards of carefully chosen alternative investments can be great. But many investors don’t know enough about unfamiliar investments to make wise choices. For that reason, financial advisers Larry Swedroe and Jared Kizer designed this book to bring investors up to speed on the twenty most popular alternative investments: Real estate, Inflation-protected securities, Commodities, International equities, Fixed annuities, Stable-value funds, High-yield (junk) bonds, Private equity (venture capital), Covered calls, Socially responsible mutual funds, Precious metals equities, Preferred stocks, Convertible bonds, Emerging market bonds, Hedge funds, Leveraged buyouts, Variable annuities, Equity-indexed annuities, Structured investment products, Leveraged funds The authors describe how the investments work, the pros and cons of each, which to consider, which to avoid, and how to get started. Swedroe and Kizer evaluate each investment in terms of: Expected returns Volatility Distribution of returns Diversification potential Fees Trading and operating expenses Liquidity Tax efficiency Account location Role in an asset-allocation program Any investor who is considering or just curious about investment opportunities outside the traditional world of stocks, bonds, and bank certificates of deposit would be well-advised to read this book. |
| aqr capital management assets under management: Investing Amid Low Expected Returns Antti Ilmanen, 2022-04-14 Elevate your game in the face of challenging market conditions with this eye-opening guide to portfolio management Investing Amid Low Expected Returns: Making the Most When Markets Offer the Least provides an evidence-based blueprint for successful investing when decades of market tailwinds are turning into headwinds. For a generation, falling yields and soaring asset prices have boosted realized returns. However, this past windfall leaves retirement savers and investors now facing the prospect of record-low future expected returns. Emphasizing this pressing challenge, the book highlights the role that timeless investment practices – discipline, humility, and patience – will play in enabling investment success. It then assesses current investor practices and the body of empirical evidence to illuminate the building blocks for improving long-run returns in today’s environment and beyond. It concludes by reviewing how to put them together through effective portfolio construction, risk management, and cost control practices. In this book, readers will also find: The common investor responses so far to the low expected return challenge Extensive empirical evidence on the critical ingredients of an effective portfolio: major asset class premia, illiquidity premia, style premia, and alpha Discussions of the pros and cons of illiquid investments, factor investing, ESG investing, risk mitigation strategies, and market timing Coverage of the whole top-down investment process – throughout the book endorsing humility in tactical forecasting and boldness in diversification Ideal for institutional and active individual investors, Investing Amid Low Expected Returns is a timeless resource that enables investing with serenity even in harsher financial conditions. |
| aqr capital management assets under management: Winning the Loser's Game Charles D. Ellis, 2002 Winning the Loser's Game is considered by many to be a classic analysis of investing.Financial Planning The premise of the bestselling Winning the Loser's Gamethat individual investors can achieve far greater success working with financial markets than against themhas grown increasingly popular in today's hard-to-predict markets. The latest edition of this concise yet comprehensive classic offers updated strategies to leverage the power of time and compounding, protect against down cycles, and more. |
| aqr capital management assets under management: Domestic French Cookery Eliza 1787-1858 Leslie, 2015-08-22 This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. |
| aqr capital management assets under management: Bogle On Mutual Funds John C. Bogle, 2015-04-10 The seminal work on mutual funds investing is now a Wiley Investment Classic Certain books have redefined the way we view the world of finance and investing—books that should be on every investor’s shelf. Bogle On Mutual Funds—the definitive work on mutual fund investing by one of finance’s great luminaries—is just such a work, and has been added to the catalog of Wiley’s Investment Classic collection. Updated with a new introduction by expert John Bogle, this comprehensive book provides investors with the wisdom of the pioneer of mutual funds to help you identify and execute the ideal mutual fund investment choices for your portfolio. The former Vanguard Chief Executive, Bogle has long been mutual funds' most outspoken critic; in this classic book, he provides guidance on what you should and shouldn't believe when it comes to mutual funds, along with the story of persistence and perseverance that led to this seminal work. You'll learn the differences between common stock, bond, money market, and balanced funds, and why a passively managed index fund is a smarter investment than a fund managed by someone making weighted bets on individual securities, sectors, and the economy. Bogle reveals the truth behind the advertising, the mediocre performance, and selfishness, and highlights the common mistakes many investors make. Consider the risks and rewards of investing in mutual funds Learn how to choose between the four basic types of funds Choose the lower-cost, more reliable investment structure See through misleading advertising, and watch out for pitfalls Take a look into this timeless classic and let Bogle On Mutual Funds show you how to invest in mutual funds the right way, with the expert perspective of an industry leader. |
| aqr capital management assets under management: Deep Value Tobias E. Carlisle, 2014-08-18 The economic climate is ripe for another golden age of shareholder activism Deep Value: Why Activist Investors and Other Contrarians Battle for Control of Losing Corporations is a must-read exploration of deep value investment strategy, describing the evolution of the theories of valuation and shareholder activism from Graham to Icahn and beyond. The book combines engaging anecdotes with industry research to illustrate the principles and methods of this complex strategy, and explains the reasoning behind seemingly incomprehensible activist maneuvers. Written by an active value investor, Deep Value provides an insider's perspective on shareholder activist strategies in a format accessible to both professional investors and laypeople. The Deep Value investment philosophy as described by Graham initially identified targets by their discount to liquidation value. This approach was extremely effective, but those opportunities are few and far between in the modern market, forcing activists to adapt. Current activists assess value from a much broader palate, and exploit a much wider range of tools to achieve their goals. Deep Value enumerates and expands upon the resources and strategies available to value investors today, and describes how the economic climate is allowing value investing to re-emerge. Topics include: Target identification, and determining the most advantageous ends Strategies and tactics of effective activism Unseating management and fomenting change Eyeing conditions for the next M&A boom Activist hedge funds have been quiet since the early 2000s, but economic conditions, shareholder sentiment, and available opportunities are creating a fertile environment for another golden age of activism. Deep Value: Why Activist Investors and Other Contrarians Battle for Control of Losing Corporations provides the in-depth information investors need to get up to speed before getting left behind. |
| aqr capital management assets under management: The Fama Portfolio Eugene F. Fama, 2017-09-07 Few scholars have been as influential in finance, both as an academic field and an industry, as Eugene Fama. Since writing his groundbreaking 1970 essay on efficient capital markets, Fama has written over 100 papers and books that have been cited hundreds of thousands of times. Yet there is no one collection where one can easily find his best work in all fields. The Fama Portfolio will be an outstanding and unprecedented resource in a field that still concentrates mainly on questions stemming from Fama s work: Is the finance industry too large or too small? Why do people continue to pay active managers so much? What accounts for the monstrous amount of trading? Do high-speed traders help or hurt? The ideas, facts, and empirical methods in Fama s work continue to guide these investigations. The Fama Portfolio will be a historic and long-lasting collection of some of the finest work ever produced in finance. |
| aqr capital management assets under management: The Front Office Tom Costello, 2021-02-05 Getting into the Hedge Fund industry is hard, being successful in the hedge fund industry is even harder. But the most successful people in the hedge fund industry all have some ideas in common that often mean the difference between success and failure. The Front Office is a guide to those ideas. It's a manual for learning how to think about markets in the way that's most likely to lead to sustained success in the way that the top Institutions, Investment Banks and Hedge Funds do. Anyone can tell you how to register a corporation or how to connect to a lawyer or broker. This isn't a book about those 'back office' issues. This is a book about the hardest part of running a hedge fund. The part that the vast majority of small hedge funds and trading system developers never learn on their own. The part that the accountants, settlement clerks, and back office staffers don't ever see. It explains why some trading systems never reach profitability, why some can't seem to stay profitable, and what to do about it if that happens to you. This isn't a get rich quick book for your average investor. There are no easy answers in it. If you need someone to explain what a stock option is or what Beta means, you should look somewhere else. But if you think you're ready to reach for the brass ring of a career in the institutional investing world, this is an excellent guide. This book explains what those people see when they look at the markets, and what nearly all of the other investors never do. |
| aqr capital management assets under management: Principles Ray Dalio, 2018-08-07 #1 New York Times Bestseller “Significant...The book is both instructive and surprisingly moving.” —The New York Times Ray Dalio, one of the world’s most successful investors and entrepreneurs, shares the unconventional principles that he’s developed, refined, and used over the past forty years to create unique results in both life and business—and which any person or organization can adopt to help achieve their goals. In 1975, Ray Dalio founded an investment firm, Bridgewater Associates, out of his two-bedroom apartment in New York City. Forty years later, Bridgewater has made more money for its clients than any other hedge fund in history and grown into the fifth most important private company in the United States, according to Fortune magazine. Dalio himself has been named to Time magazine’s list of the 100 most influential people in the world. Along the way, Dalio discovered a set of unique principles that have led to Bridgewater’s exceptionally effective culture, which he describes as “an idea meritocracy that strives to achieve meaningful work and meaningful relationships through radical transparency.” It is these principles, and not anything special about Dalio—who grew up an ordinary kid in a middle-class Long Island neighborhood—that he believes are the reason behind his success. In Principles, Dalio shares what he’s learned over the course of his remarkable career. He argues that life, management, economics, and investing can all be systemized into rules and understood like machines. The book’s hundreds of practical lessons, which are built around his cornerstones of “radical truth” and “radical transparency,” include Dalio laying out the most effective ways for individuals and organizations to make decisions, approach challenges, and build strong teams. He also describes the innovative tools the firm uses to bring an idea meritocracy to life, such as creating “baseball cards” for all employees that distill their strengths and weaknesses, and employing computerized decision-making systems to make believability-weighted decisions. While the book brims with novel ideas for organizations and institutions, Principles also offers a clear, straightforward approach to decision-making that Dalio believes anyone can apply, no matter what they’re seeking to achieve. Here, from a man who has been called both “the Steve Jobs of investing” and “the philosopher king of the financial universe” (CIO magazine), is a rare opportunity to gain proven advice unlike anything you’ll find in the conventional business press. |
| aqr capital management assets under management: The Alpha Masters Maneet Ahuja, 2014-11-10 The ultimate behind-the-curtain look at the hedge fund industry, unlocking the most valuable stories, secrets, and lessons directly from those who have played the game best. Written by Maneet Ahuja, the hedge fund industry insider, The Alpha Masters brings the secretive world of hedge funds into the light of day for the first time. As the authority that the biggest names in the business, including John Paulson, David Tepper, and Bill Ackman, go to before breaking major news, Ahuja has access to the innermost workings of the hedge fund industry. For the first time, in Alpha Masters, Ahuja provides both institutional and savvy private investors with tangible, analytical insight into the psychology of the trade, the strategies and investment criteria serious money managers use to determine and evaluate their positions, and special guidance on how the reader can replicate this success themselves. There are few people with access to the inner chambers of the hedge fund industry, and as a result it remains practically uncharted financial territory. Alpha Masters changes all that, shedding light on star fund managers and how exactly they consistently outperform the market. The book: Contains easy-to-follow chapters that are broken down by strategy--Long/Short, Event Arbitrage, Value, Macro, Distressed, Quantitative, Commodities, Activist, pure Short, Fund of Funds. Includes insights from the biggest names in the trading game, including Ray Dalio, Marc Lasry, Jim Chanos, Sonia Gardner, Pierre Lagrange, and Tim Wong. Features contributions from industry icon Mohamed El-Erian Many of the subjects profiled in this groundbreaking new book have never spoken so candidly about their field, providing extremely provocative, newsworthy analysis of today's investing landscape. |
| aqr capital management assets under management: Asset Pricing John H. Cochrane, 2009-04-11 Winner of the prestigious Paul A. Samuelson Award for scholarly writing on lifelong financial security, John Cochrane's Asset Pricing now appears in a revised edition that unifies and brings the science of asset pricing up to date for advanced students and professionals. Cochrane traces the pricing of all assets back to a single idea—price equals expected discounted payoff—that captures the macro-economic risks underlying each security's value. By using a single, stochastic discount factor rather than a separate set of tricks for each asset class, Cochrane builds a unified account of modern asset pricing. He presents applications to stocks, bonds, and options. Each model—consumption based, CAPM, multifactor, term structure, and option pricing—is derived as a different specification of the discounted factor. The discount factor framework also leads to a state-space geometry for mean-variance frontiers and asset pricing models. It puts payoffs in different states of nature on the axes rather than mean and variance of return, leading to a new and conveniently linear geometrical representation of asset pricing ideas. Cochrane approaches empirical work with the Generalized Method of Moments, which studies sample average prices and discounted payoffs to determine whether price does equal expected discounted payoff. He translates between the discount factor, GMM, and state-space language and the beta, mean-variance, and regression language common in empirical work and earlier theory. The book also includes a review of recent empirical work on return predictability, value and other puzzles in the cross section, and equity premium puzzles and their resolution. Written to be a summary for academics and professionals as well as a textbook, this book condenses and advances recent scholarship in financial economics. |
| aqr capital management assets under management: Machine Learning for Asset Managers Marcos M. López de Prado, 2020-04-22 Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to learn complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects. |
| aqr capital management assets under management: John Bogle on Investing John C. Bogle, 2015-04-27 Get fifty years of industry-defining expertise in a single volume John Bogle on Investing is a compilation of the best speeches ever delivered by one of the 20th century's towering financial giants. Individually, each of these speeches delivers a powerful lesson in investing; taken together, Bogle's lifelong themes ring loud and clear. His investing philosophy has remained more or less constant throughout his illustrious career, and this book lays it out so you can learn from the very best. You'll learn what makes a successful investment strategy, consider the productive economics of long-term investing, and how emotional investment in financial markets is often counterproductive enough to forfeit success. Bogle discusses the fiscal drag of investing, and shows you how to cut down on sales charges, management fees, turnover costs, and opportunity costs, as he unravels a lifetime's worth of expertise to give you deep insight into the mind of a master at work. John C. Bogle founded Vanguard in 1974, then in the space of a few years, introduced the index mutual fund, pioneered the no-load mutual fund, and redefined bond fund management. This book wraps up the essence of his half-century of knowledge to deepen your understanding and enhance your investment success. Learn why simple strategies are best Discover how emotions can ruin the best investment plan Examine the universality of indexing in the financial markets Minimize the costs — financial and otherwise — associated with investing John Bogle is still in there fighting, still pushing the industry onward and upward. Take this rare opportunity to have industry-shaping expertise at your fingertips with John Bogle on Investing. |
| aqr capital management assets under management: Your Complete Guide to Factor-Based Investing Andrew L. Berkin, Larry E. Swedroe, 2016-10-07 There are hundreds of exhibits in the investment factor zoo. Which ones are actually worth your time, and your money? Andrew L. Berkin and Larry E. Swedroe, co-authors of The Incredible Shrinking Alpha, bring you a thorough yet still jargon-free and accessible guide to applying one of today's most valuable quantitative, evidence-based approaches to outperforming the market: factor investing. Designed for savvy investors and professional advisors alike, Your Complete Guide to Factor-Based Investing: The Way Smart Money Invests Today takes you on a journey through the land of academic research and an extensive review of its 50-year quest to uncover the secret of successful investing. Along the way, Berkin and Swedroe cite and distill more than 100 academic papers on finance and introduce five unique criteria that a factor (at its most basic, a characteristic or set of characteristics common among a broad set of securities) must meet to be considered worthy of your investment. In addition to providing explanatory power to portfolio returns and delivering a premium, Swedroe and Berkin argue a factor should be persistent, pervasive, robust, investable and intuitive. By the end, you'll have learned that, within the entire factor zoo, only certain exhibits are worth visiting and only a handful of factors are required to invest in the same manner that made Warren Buffett a legend. Your Complete Guide to Factor-Based Investing: The Way Smart Money Invests Today offers an in-depth look at the evidence practitioners use to build portfolios and how you as an investor can benefit from that knowledge, rendering it an essential resource for making the informed and prudent investment decisions necessary to help secure your financial future. |
| aqr capital management assets under management: The Current State of Quantitative Equity Investing Ying L. Becker, Marc R. Reinganum, 2018-05-10 Quantitative equity management techniques are helping investors achieve more risk efficient and appropriate investment outcomes. Factor investing, vetted by decades of prior and current research, is growing quickly, particularly in in the form of smart-beta and ETF strategies. Dynamic factor-timing approaches, incorporating macroeconomic and investment conditions, are in the early stages but will likely thrive. A new generation of big data approaches are rendering quantitative equity analysis even more powerful and encompassing. |
| aqr capital management assets under management: Empirical Asset Pricing Wayne Ferson, 2019-03-12 An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals. |
| aqr capital management assets under management: Equity Valuation and Portfolio Management Frank J. Fabozzi, Harry M. Markowitz, 2011-09-20 A detailed look at equity valuation and portfolio management Equity valuation is a method of valuing stock prices using fundamental analysis to determine the worth of the business and discover investment opportunities. In Equity Valuation and Portfolio Management Frank J. Fabozzi and Harry M. Markowitz explain the process of equity valuation, provide the necessary mathematical background, and discuss classic and new portfolio strategies for investment managers. Divided into two comprehensive parts, this reliable resource focuses on valuation and portfolio strategies related to equities. Discusses both fundamental and new techniques for valuation and strategies Fabozzi and Markowitz are experts in the fields of investment management and economics Includes end of chapter bullet point summaries, key chapter take-aways, and study questions Filled with in-depth insights and practical advice, Equity Valuation and Portfolio Management will put you in a better position to excel at this challenging endeavor. |
| aqr capital management assets under management: Expected Returns on Major Asset Classes Antti Ilmanen, 2015 Can the art and science of investment management be reduced to a set of patterns that markets generally follow, in apparent violation of the efficient market hypothesis? Can investors reasonably expect to make money from the knowledge of these patterns, even after they have not only been identified but also widely exploited? Although one's first guess might be that the answers to these questions are no, at least sometimes, the answer is yes. |
| aqr capital management assets under management: When Genius Failed Roger Lowenstein, 2001-10-09 “A riveting account that reaches beyond the market landscape to say something universal about risk and triumph, about hubris and failure.”—The New York Times NAMED ONE OF THE BEST BOOKS OF THE YEAR BY BUSINESSWEEK In this business classic—now with a new Afterword in which the author draws parallels to the recent financial crisis—Roger Lowenstein captures the gripping roller-coaster ride of Long-Term Capital Management. Drawing on confidential internal memos and interviews with dozens of key players, Lowenstein explains not just how the fund made and lost its money but also how the personalities of Long-Term’s partners, the arrogance of their mathematical certainties, and the culture of Wall Street itself contributed to both their rise and their fall. When it was founded in 1993, Long-Term was hailed as the most impressive hedge fund in history. But after four years in which the firm dazzled Wall Street as a $100 billion moneymaking juggernaut, it suddenly suffered catastrophic losses that jeopardized not only the biggest banks on Wall Street but the stability of the financial system itself. The dramatic story of Long-Term’s fall is now a chilling harbinger of the crisis that would strike all of Wall Street, from Lehman Brothers to AIG, a decade later. In his new Afterword, Lowenstein shows that LTCM’s implosion should be seen not as a one-off drama but as a template for market meltdowns in an age of instability—and as a wake-up call that Wall Street and government alike tragically ignored. Praise for When Genius Failed “[Roger] Lowenstein has written a squalid and fascinating tale of world-class greed and, above all, hubris.”—BusinessWeek “Compelling . . . The fund was long cloaked in secrecy, making the story of its rise . . . and its ultimate destruction that much more fascinating.”—The Washington Post “Story-telling journalism at its best.”—The Economist |
| aqr capital management assets under management: Scorecasting Tobias Moskowitz, L. Jon Wertheim, 2012-01-17 In Scorecasting, University of Chicago behavioral economist Tobias Moskowitz teams up with veteran Sports Illustrated writer L. Jon Wertheim to overturn some of the most cherished truisms of sports, and reveal the hidden forces that shape how basketball, baseball, football, and hockey games are played, won and lost. Drawing from Moskowitz's original research, as well as studies from fellow economists such as bestselling author Richard Thaler, the authors look at: the influence home-field advantage has on the outcomes of games in all sports and why it exists; the surprising truth about the universally accepted axiom that defense wins championships; the subtle biases that umpires exhibit in calling balls and strikes in key situations; the unintended consequences of referees' tendencies in every sport to swallow the whistle, and more. Among the insights that Scorecasting reveals: • Why Tiger Woods is prone to the same mistake in high-pressure putting situations that you and I are • Why professional teams routinely overvalue draft picks • The myth of momentum or the hot hand in sports, and why so many fans, coaches, and broadcasters fervently subscribe to it • Why NFL coaches rarely go for a first down on fourth-down situations--even when their reluctance to do so reduces their chances of winning. In an engaging narrative that takes us from the putting greens of Augusta to the grid iron of a small parochial high school in Arkansas, Scorecasting will forever change how you view the game, whatever your favorite sport might be. |
| aqr capital management assets under management: Portfolio Selection Harry Markowitz, 2008-10-01 Embracing finance, economics, operations research, and computers, this book applies modern techniques of analysis and computation to find combinations of securities that best meet the needs of private or institutional investors. |
| aqr capital management assets under management: The Little Book of Investing Like the Pros Joshua Pearl, Joshua Rosenbaum, 2020-04-07 As you have probably noticed, there are quite a few investing books out there. Many of them were written by some of the world's greatest investors. So, why should you read our book? Stock investing is more prevalent than ever, whether directly or indirectly through brokerage accounts, exchange-traded funds, mutual funds, or retirement plans. Despite this, the vast majority of individual investors have no training on how to pick stocks. And, until now, there hasn't been a truly accessible, easy-to-understand resource available to help them. The Little Book of Investing Like the Pros was written to fill this void. We believe the simplicity and accessibility of our stock picking framework is truly unique. Using real-world examples and actual Wall Street models used by the pros, we teach you how to pick stocks in a highly accessible, step-by-step manner. Our goal is straightforward—to impart the skills necessary for finding high-quality stocks while protecting your portfolio with risk management best practices. Our practical approach is designed to help demystify the investing process, which can be intimidating. This training will help set you apart from others who are largely flying blind. Pilots require extensive training before receiving a license. Doctors must graduate medical school, followed by a multi-year residency. Even those providing professional investment advice require certification. But, anyone can buy a stock without any training whatsoever. While buying stocks on a hunch and a prayer may not endanger your life, it can certainly put your finances at risk. |
| aqr capital management assets under management: More Money Than God Sebastian Mallaby, 2011-05-03 Wealthy, powerful, and potentially dangerous, hedge-find managers have emerged as the stars of twenty-first century capitalism. Based on unprecedented access to the industry, More Money Than God provides the first authoritative history of hedge funds. This is the inside story of their origins in the 1960s and 1970s, their explosive battles with central banks in the 1980s and 1990s, and finally their role in the financial crisis of 2007-9. Hedge funds reward risk takers, so they tend to attract larger-than-life personalities. Jim Simons began life as a code-breaker and mathematician, co-authoring a paper on theoretical geometry that led to breakthroughs in string theory. Ken Griffin started out trading convertible bonds from his Harvard dorm room. Paul Tudor Jones happily declared that a 1929-style crash would be 'total rock-and-roll' for him. Michael Steinhardt was capable of reducing underlings to sobs. 'All I want to do is kill myself,' one said. 'Can I watch?' Steinhardt responded. A saga of riches and rich egos, this is also a history of discovery. Drawing on insights from mathematics, economics and psychology to crack the mysteries of the market, hedge funds have transformed the world, spawning new markets in exotic financial instruments and rewriting the rules of capitalism. And while major banks, brokers, home lenders, insurers and money market funds failed or were bailed out during the crisis of 2007-9, the hedge-fund industry survived the test, proving that money can be successfully managed without taxpayer safety nets. Anybody pondering fixes to the financial system could usefully start here: the future of finance lies in the history of hedge funds. |
| aqr capital management assets under management: Your Complete Guide to a Successful and Secure Retirement Larry E. Swedroe, Kevin Grogan, 2021-02-23 Fully revised and updated second edition. This is your one-stop, definitive resource as you prepare for a secure and comfortable retirement. Investment and personal finance experts Larry Swedroe and Kevin Grogan present uniquely comprehensive coverage of every important aspect you need to think about as you approach retirement, including: Social Security, Medicare, investment planning strategy, portfolio maintenance, preparing your heirs, retirement issues faced by women, the threat of elder financial abuse, going beyond financials to think about your happiness, and much more. These topics are explained with the help of specialists in each subject. And everything is based on the science of investing – evidenced with studies from peer-reviewed journals. Overall, this adds up to a complete retirement guide, packed with the latest and best knowledge. Don't enter your retirement without it. |
| aqr capital management assets under management: Rethinking the Equity Risk Premium P. Brett Hammond, 2016 In 2001, a small group of academics and practitioners met to discuss the equity risk premium (ERP). Ten years later, in 2011, a similar discussion took place, with participants writing up their thoughts for this volume. The result is a rich set of papers that practitioners may find useful in developing their own approach to the subject. |
| aqr capital management assets under management: The Fama Portfolio Eugene F. Fama, 2017-09-07 This collection of the most influential work of the Nobel Prize laureate in economic sciences serves as an introduction for a new generation of readers. Few scholars have been as influential in finance and economics as University of Chicago professor Eugene F. Fama. Over the course of a brilliant and productive career, Fama has published more than one hundred papers, filled with diverse, highly innovative contributions. Published soon after the fiftieth anniversary of Fama’s appointment to the University of Chicago and his receipt of the Nobel Prize in Economics, The Fama Portfolio offers an authoritative compilation of Fama’s central papers. Many are classics, including his now-famous essay on efficient capital markets. Others, though less famous, are even better statements of the central ideas. Fama’s research considers key questions in finance, both as an academic field and an industry: How is information reflected in asset prices? What is the nature of risk that scares people away from larger returns? Does lots of buying and selling by active managers produce value for their clients? The Fama Portfolio provides for the first time a comprehensive collection of his work and includes introductions and commentary by the book’s editors, John H. Cochrane and Tobias Moskowitz, as well as by Fama’s colleagues, themselves top scholars and successful practitioners in finance. These essays emphasize how the ideas presented in Fama’s papers have influenced later thinking in financial economics, often for decades. “Fama’s ideas have influenced a generation of thinkers without most reading the original source material. This comprehensive collection of his work seeks to right that wrong.” —Bloomberg |
| aqr capital management assets under management: Big Mistakes Michael Batnick, 2018-05-22 A Must-Read for Any Investor Looking to Maximize Their Chances of Success Big Mistakes: The Best Investors and Their Worst Investments explores the ways in which the biggest names have failed, and reveals the lessons learned that shaped more successful strategies going forward. Investing can be a rollercoaster of highs and lows, and the investors detailed here show just how low it can go; stories from Warren Buffet, Bill Ackman, Chris Sacca, Jack Bogle, Mark Twain, John Maynard Keynes, and many more illustrate the simple but overlooked concept that investing is really hard, whether you're managing a few thousand dollars or a few billion, failures and losses are part of the game. Much more than just anecdotal diversion, these stories set the basis for the book's critical focus: learning from mistakes. These investors all recovered from their missteps, and moved forward armed with a wealth of knowledge than can only come from experience. Lessons learned through failure carry a weight that no textbook can convey, and in the case of these legendary investors, informed a set of skills and strategy that propelled them to the top. Research-heavy and grounded in realism, this book is a must-read for any investor looking to maximize their chances of success. Learn the most common ways even successful investors fail Learn from the mistakes of the greats to avoid losing ground Anticipate challenges and obstacles, and develop an advance plan Exercise caution when warranted, and only take the smart risks While learning from your mistakes is always a valuable experience, learning from the mistakes of others gives you the benefit of wisdom without the consequences of experience. Big Mistakes: The Best Investors and Their Worst Investments provides an incomparable, invaluable resource for investors of all stripes. |
AQR Capital Management
Jun 3, 2025 · AQR is a global investment management firm dedicated to delivering results for our clients. Important Notice: Fraudulent Schemes Impersonating AQR Capital Management, LLC …
Our Firm - AQR Capital
AQR is a global investment management firm at the nexus of economics, behavioral finance, data and technology. AQR’s evolution over two decades has been a continuous exploration of what …
About AQR
AQR is a global investment management firm dedicated to delivering results for our clients. At the nexus of economics, behavioral finance, data and technology, AQR’s evolution over two …
AQR Funds
AQR Wins a 2022 Lipper Fund Award for its Risk-Balanced Commodities Strategy Fund March 10, 2022 The AQR Risk-Balanced Commodities Strategy Fund won a 2022 Lipper Fund …
Research - AQR Capital
May 27, 2025 · AQR white papers, working papers, journal articles and more. Research Important Notice: Fraudulent Schemes Impersonating AQR Capital Management, LLC and Affiliates …
Strategy - AQR Capital
Leveraging the full research and investment capabilities of AQR, these strategies offer a strategic blend of asset classes such as equities, fixed income, currency, and commodities—combined …
Strategies - AQR Capital
AQR does not provide legal, tax or accounting advice. Investors should conduct his or her own analysis and consult with professional advisors prior to making any investment decisions. …
Featured Thinking - AQR Capital
Jan 28, 2025 · See what’s top of mind at AQR and in the investing community worldwide. Featured Thinking Explore our latest thought leadership and insights through whitepapers, …
Careers at AQR - AQR Capital
AQR is an ideal place to launch your career and embrace the world. You will connect through our global reach into the financial hubs that set the world’s pace—exposed to everything about …
Learning Center - AQR Capital
AQR does not offer direct investments in cryptocurrencies or other digital assets, it does not provide a trading platform to members of the public, it does not have a mobile app, and it does …
AQR Capital Management
Jun 3, 2025 · AQR is a global investment management firm dedicated to delivering results for our clients. Important Notice: Fraudulent Schemes Impersonating AQR Capital Management, LLC …
Our Firm - AQR Capital
AQR is a global investment management firm at the nexus of economics, behavioral finance, data and technology. AQR’s evolution over two decades has been a continuous exploration of what …
About AQR
AQR is a global investment management firm dedicated to delivering results for our clients. At the nexus of economics, behavioral finance, data and technology, AQR’s evolution over two …
AQR Funds
AQR Wins a 2022 Lipper Fund Award for its Risk-Balanced Commodities Strategy Fund March 10, 2022 The AQR Risk-Balanced Commodities Strategy Fund won a 2022 Lipper Fund …
Research - AQR Capital
May 27, 2025 · AQR white papers, working papers, journal articles and more. Research Important Notice: Fraudulent Schemes Impersonating AQR Capital Management, LLC and Affiliates …
Strategy - AQR Capital
Leveraging the full research and investment capabilities of AQR, these strategies offer a strategic blend of asset classes such as equities, fixed income, currency, and commodities—combined …
Strategies - AQR Capital
AQR does not provide legal, tax or accounting advice. Investors should conduct his or her own analysis and consult with professional advisors prior to making any investment decisions. …
Featured Thinking - AQR Capital
Jan 28, 2025 · See what’s top of mind at AQR and in the investing community worldwide. Featured Thinking Explore our latest thought leadership and insights through whitepapers, …
Careers at AQR - AQR Capital
AQR is an ideal place to launch your career and embrace the world. You will connect through our global reach into the financial hubs that set the world’s pace—exposed to everything about …
Learning Center - AQR Capital
AQR does not offer direct investments in cryptocurrencies or other digital assets, it does not provide a trading platform to members of the public, it does not have a mobile app, and it does …
