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| renaissance technologies hedge fund performance: The Man Who Solved the Market Gregory Zuckerman, 2019-11-05 NEW YORK TIMES BESTSELLER Shortlisted for the Financial Times/McKinsey Business Book of the Year Award The unbelievable story of a secretive mathematician who pioneered the era of the algorithm--and made $23 billion doing it. Jim Simons is the greatest money maker in modern financial history. No other investor--Warren Buffett, Peter Lynch, Ray Dalio, Steve Cohen, or George Soros--can touch his record. Since 1988, Renaissance's signature Medallion fund has generated average annual returns of 66 percent. The firm has earned profits of more than $100 billion; Simons is worth twenty-three billion dollars. Drawing on unprecedented access to Simons and dozens of current and former employees, Zuckerman, a veteran Wall Street Journal investigative reporter, tells the gripping story of how a world-class mathematician and former code breaker mastered the market. Simons pioneered a data-driven, algorithmic approach that's sweeping the world. As Renaissance became a market force, its executives began influencing the world beyond finance. Simons became a major figure in scientific research, education, and liberal politics. Senior executive Robert Mercer is more responsible than anyone else for the Trump presidency, placing Steve Bannon in the campaign and funding Trump's victorious 2016 effort. Mercer also impacted the campaign behind Brexit. The Man Who Solved the Market is a portrait of a modern-day Midas who remade markets in his own image, but failed to anticipate how his success would impact his firm and his country. It's also a story of what Simons's revolution means for the rest of us. |
| renaissance technologies hedge fund performance: Jim Simons's Medallion Hedge Fund and Renaissance Technologies Testifies Before the House Oversight Committee. James Simons, Jonathan Mayers, Chairman Henry Waxman, 2020-06-08 James Simons, Medallion Hedge Fund and Renaissance Technologies, president testifies about the risks that hedge funds pose in the financial markets, before the House Oversight Committee, and HEARING BEFORE THE SENATE PERMANENT SUBCOMMITTEE ON INVESTIGATIONS by Jonathan Mayers, Counsel on Behalf of Renaissance Technologies LLC... The most successful hedge fund in history describe their business model as a positive expected value game. The model developed by Renaissance for Medallion and Medallion with barrier options makes predictions that are profitable only slightly more often than not. Moreover, the predicted price movements can be easily overwhelmed by external events. To compensate for these factors, the model generates a large number of recommendations, so that by virtue of the mathematical principle known as the law of large numbers, the variability of the returns produced by the model is greatly reduced. |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: Scenarios for Risk Management and Global Investment Strategies Rachel E. S. Ziemba, William T. Ziemba, 2008-07-31 This book discusses scenarios for risk management and developing global investment strategies. What are the chances that various future events will occur over time and how should these events and probable occurrence influence investment decisions? Assessing all possible outcomes is fundamental to risk management, financial engineering and investment and hedge fund strategies. A careful consideration of future scenarios will lead to better investment decisions and avoid financial disasters. The book presents tools and case studies around the world for analyzing a wide variety of investment strategies, building scenarios to optimize returns. |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: Automated Trading with R Chris Conlan, 2016-09-28 Learn to trade algorithmically with your existing brokerage, from data management, to strategy optimization, to order execution, using free and publicly available data. Connect to your brokerage’s API, and the source code is plug-and-play. Automated Trading with R explains automated trading, starting with its mathematics and moving to its computation and execution. You will gain a unique insight into the mechanics and computational considerations taken in building a back-tester, strategy optimizer, and fully functional trading platform. The platform built in this book can serve as a complete replacement for commercially available platforms used by retail traders and small funds. Software components are strictly decoupled and easily scalable, providing opportunity to substitute any data source, trading algorithm, or brokerage. This book will: Provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders Offer an understanding of the internal mechanisms of an automated trading system Standardize discussion and notation of real-world strategy optimization problems What You Will Learn Understand machine-learning criteria for statistical validity in the context of time-series Optimize strategies, generate real-time trading decisions, and minimize computation time while programming an automated strategy in R and using its package library Best simulate strategy performance in its specific use case to derive accurate performance estimates Understand critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital Who This Book Is For Traders/practitioners at the retail or small fund level with at least an undergraduate background in finance or computer science; graduate level finance or data science students |
| renaissance technologies hedge fund performance: Inside the Black Box Rishi K. Narang, 2013-03-25 New edition of book that demystifies quant and algo trading In this updated edition of his bestselling book, Rishi K Narang offers in a straightforward, nontechnical style—supplemented by real-world examples and informative anecdotes—a reliable resource takes you on a detailed tour through the black box. He skillfully sheds light upon the work that quants do, lifting the veil of mystery around quantitative trading and allowing anyone interested in doing so to understand quants and their strategies. This new edition includes information on High Frequency Trading. Offers an update on the bestselling book for explaining in non-mathematical terms what quant and algo trading are and how they work Provides key information for investors to evaluate the best hedge fund investments Explains how quant strategies fit into a portfolio, why they are valuable, and how to evaluate a quant manager This new edition of Inside the Black Box explains quant investing without the jargon and goes a long way toward educating investment professionals. |
| renaissance technologies hedge fund performance: A Wealth of Common Sense Ben Carlson, 2015-06-22 A simple guide to a smarter strategy for the individual investor A Wealth of Common Sense sheds a refreshing light on investing, and shows you how a simplicity-based framework can lead to better investment decisions. The financial market is a complex system, but that doesn't mean it requires a complex strategy; in fact, this false premise is the driving force behind many investors' market mistakes. Information is important, but understanding and perspective are the keys to better decision-making. This book describes the proper way to view the markets and your portfolio, and show you the simple strategies that make investing more profitable, less confusing, and less time-consuming. Without the burden of short-term performance benchmarks, individual investors have the advantage of focusing on the long view, and the freedom to construct the kind of portfolio that will serve their investment goals best. This book proves how complex strategies essentially waste these advantages, and provides an alternative game plan for those ready to simplify. Complexity is often used as a mechanism for talking investors into unnecessary purchases, when all most need is a deeper understanding of conventional options. This book explains which issues you actually should pay attention to, and which ones are simply used for an illusion of intelligence and control. Keep up with—or beat—professional money managers Exploit stock market volatility to your utmost advantage Learn where advisors and consultants fit into smart strategy Build a portfolio that makes sense for your particular situation You don't have to outsmart the market if you can simply outperform it. Cut through the confusion and noise and focus on what actually matters. A Wealth of Common Sense clears the air, and gives you the insight you need to become a smarter, more successful investor. |
| renaissance technologies hedge fund performance: The Oxford Handbook of Hedge Funds Douglas Cumming, Sofia Johan, Geoffrey Wood, 2021 This handbook provides a comprehensive look at the hedge fund industry from a global perspective. |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: The Greatest Trade Ever Gregory Zuckerman, 2009-11-03 In 2006, hedge fund manager John Paulson realized something few others suspected--that the housing market and the value of subprime mortgages were grossly inflated and headed for a major fall. Paulson's background was in mergers and acquisitions, however, and he knew little about real estate or how to wager against housing. He had spent a career as an also-ran on Wall Street. But Paulson was convinced this was his chance to make his mark. He just wasn't sure how to do it. Colleagues at investment banks scoffed at him and investors dismissed him. Even pros skeptical about housing shied away from the complicated derivative investments that Paulson was just learning about. But Paulson and a handful of renegade investors such as Jeffrey Greene and Michael Burry began to bet heavily against risky mortgages and precarious financial companies. Timing is everything, though. Initially, Paulson and the others lost tens of millions of dollars as real estate and stocks continued to soar. Rather than back down, however, Paulson redoubled his bets, putting his hedge fund and his reputation on the line. In the summer of 2007, the markets began to implode, bringing Paulson early profits, but also sparking efforts to rescue real estate and derail him. By year's end, though, John Paulson had pulled off the greatest trade in financial history, earning more than $15 billion for his firm--a figure that dwarfed George Soros's billion-dollar currency trade in 1992. Paulson made billions more in 2008 by transforming his gutsy move. Some of the underdog investors who attempted the daring trade also reaped fortunes. But others who got the timing wrong met devastating failure, discovering that being early and right wasn't nearly enough. Written by the prizewinning reporter who broke the story in The Wall Street Journal, The Greatest Trade Ever is a superbly written, fast-paced, behind-the-scenes narrative of how a contrarian foresaw an escalating financial crisis--that outwitted Chuck Prince, Stanley O'Neal, Richard Fuld, and Wall Street's titans--to make financial history. |
| renaissance technologies hedge fund performance: Handbook of Hedge Funds François-Serge Lhabitant, 2011-03-23 A comprehensive guide to the burgeoning hedge fund industry Intended as a comprehensive reference for investors and fund and portfolio managers, Handbook of Hedge Funds combines new material with updated information from Francois-Serge L’habitant’s two other successful hedge fund books. This book features up-to-date regulatory and historical information, new case studies and trade examples, detailed analyses of investment strategies, discussions of hedge fund indices and databases, and tips on portfolio construction. Francois-Serge L’habitant (Geneva, Switzerland) is the Head of Investment Research at Kedge Capital. He is Professor of Finance at the University of Lausanne and at EDHEC Business School, as well as the author of five books, including Hedge Funds: Quantitative Insights (0-470-85667-X) and Hedge Funds: Myths & Limits (0-470-84477-9), both from Wiley. |
| renaissance technologies hedge fund performance: A Primer for Financial Engineering Ali N. Akansu, Mustafa U. Torun, 2015-03-25 This book bridges the fields of finance, mathematical finance and engineering, and is suitable for engineers and computer scientists who are looking to apply engineering principles to financial markets. The book builds from the fundamentals, with the help of simple examples, clearly explaining the concepts to the level needed by an engineer, while showing their practical significance. Topics covered include an in depth examination of market microstructure and trading, a detailed explanation of High Frequency Trading and the 2010 Flash Crash, risk analysis and management, popular trading strategies and their characteristics, and High Performance DSP and Financial Computing. The book has many examples to explain financial concepts, and the presentation is enhanced with the visual representation of relevant market data. It provides relevant MATLAB codes for readers to further their study. Please visit the companion website on http://booksite.elsevier.com/9780128015612/ - Provides engineering perspective to financial problems - In depth coverage of market microstructure - Detailed explanation of High Frequency Trading and 2010 Flash Crash - Explores risk analysis and management - Covers high performance DSP & financial computing |
| renaissance technologies hedge fund performance: So You Want to Start a Hedge Fund Ted Seides, 2016-02-29 Helpful, Accessible Guidance for Budding Hedge Funds So You Want to Start a Hedge Fund provides critical lessons and thoughtful insights to those trying to decipher the industry, as well as those seeking to invest in the next generation of high performers. This book foregoes the sensational, headline-grabbing stories about the few billionaire hedge fund managers to reach the top of the field. Instead, it focuses on the much more common travails of start-ups and small investment firms. The successes and failures of a talented group of competitive managers—all highly educated and well trained—show what it takes for managers and allocators to succeed. These accounts include lessons on funding, team development, strategy, performance, and allocation. The hedge fund industry is concentrated in the largest funds, and the big funds are getting bigger. In time, some of these funds will not survive their founders and large sums will get reallocated to a broader selection of different managers. This practical guide outlines the allocation process for fledgling funds, and demonstrates how allocators can avoid pitfalls in their investments. So You Want to Start a Hedge Fund also shows how to: Develop a sound strategy and raise the money you need Gain a real-world perspective about how allocators think and act Structure your team and investment process for success Recognize the patterns of successful start-ups The industry is approaching a significant crossroads. Aggregate growth is slowing and competition is shifting away from industry-wide growth, at the expense of traditional asset classes, to market share capture within the industry. So You Want to Start a Hedge Fund provides guidance for the little funds—the potential future leaders of the industry. |
| renaissance technologies hedge fund performance: Warren Buffett Accounting Book Preston Pysh, Stig Brodersen, 2014-05-01 Teaches essential accounting terminology and techniques that serious stock investors need to know. -- Preface |
| renaissance technologies hedge fund performance: Trade Like Warren Buffett James Altucher, 2005-04-08 Trading is notoriously tough. But Altucher's new book adds a noteworthy addition to the library on Warren Buffett. He shows a lot of Buffett that isn't readily available in the existing common literature. Definitely required reading for any serious Buffett buff. -Kenneth L. Fisher, Forbes' Portfolio Strategy Columnist Founder and CEO, Fisher Investments Finally, someone blows apart the myth that Warren Buffett is a buy-and-hold investor. Altucher has given us an insightful and well-written commentary on how Buffett has amassed his track record, and what we can do to emulate him. He details the trade-by-trade examples. This is a must read for anyone wanting to learn about how the Master Investor works. -John Mauldin, author, Bull's Eye Investing editor of Thoughts from the Frontline (www.2000wave.com) While Warren Buffett is considered the world's greatest value investor, there's another side to Buffett that is rarely talked about. Although Buffett has gained recognition for his value investing approach to the markets, the fact is that nobody-over the past fifty years-has traded and invested with a more diverse group of strategies than Buffett. Trade Like Warren Buffett challenges the current coverage of this great investor by including details of all of Buffett's investing and trading methods, including mean reversion, commodities, bonds, arbitrage, market timing, funds, as well as Graham-Dodd. To augment the discussion of each strategy, Trade Like Warren Buffett also includes interviews with leading financial professionals, who reveal in detail how they've successfully used the same techniques. There is no one way to sum up Warren Buffett's investment style. But if you're interested in boosting the performance of your portfolio, Trade Like Warren Buffett can show you how. |
| renaissance technologies hedge fund performance: Financial Signal Processing and Machine Learning Ali N. Akansu, Sanjeev R. Kulkarni, Dmitry M. Malioutov, 2016-04-21 The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available. Financial Signal Processing and Machine Learning unifies a number of recent advances made in signal processing and machine learning for the design and management of investment portfolios and financial engineering. This book bridges the gap between these disciplines, offering the latest information on key topics including characterizing statistical dependence and correlation in high dimensions, constructing effective and robust risk measures, and their use in portfolio optimization and rebalancing. The book focuses on signal processing approaches to model return, momentum, and mean reversion, addressing theoretical and implementation aspects. It highlights the connections between portfolio theory, sparse learning and compressed sensing, sparse eigen-portfolios, robust optimization, non-Gaussian data-driven risk measures, graphical models, causal analysis through temporal-causal modeling, and large-scale copula-based approaches. Key features: Highlights signal processing and machine learning as key approaches to quantitative finance. Offers advanced mathematical tools for high-dimensional portfolio construction, monitoring, and post-trade analysis problems. Presents portfolio theory, sparse learning and compressed sensing, sparsity methods for investment portfolios. including eigen-portfolios, model return, momentum, mean reversion and non-Gaussian data-driven risk measures with real-world applications of these techniques. Includes contributions from leading researchers and practitioners in both the signal and information processing communities, and the quantitative finance community. |
| renaissance technologies hedge fund performance: Bailout Nation Barry Ritholtz, 2009-06-15 An engaging look at what led to the financial turmoil we now find ourselves in Bailout Nation offers one of the clearest looks at the financial lenders, regulators, and politicians responsible for the financial crisis of 2008. Written by Barry Ritholtz, one of today's most popular economic bloggers and a well-established industry pundit, this book skillfully explores how the United States evolved from a rugged independent nation to a soft Bailout Nation-where financial firms are allowed to self-regulate in good times, but are bailed out by taxpayers in bad times. Entertaining and informative, this book clearly shows you how years of trying to control the economy with easy money has finally caught up with the federal government and how its practice of repeatedly rescuing Wall Street has come back to bite them. The definitive book on the financial crisis of 2008 Names the culprits responsible for this tragedy-from financial regulators to politicians Shows how each bailout throughout modern history has impacted what happened in the future Examines why the consumer/taxpayer is left suffering in an economy of bubbles, bailouts, and possible inflation Ritholtz operates a hugely popular blog, www.ritholtz.com/blog Scathing, but fair, Bailout Nation is a voice of reason in these uncertain economic times. |
| renaissance technologies hedge fund performance: 20 for Twenty AQR Capital Management, LLC, 2018-09-25 |
| renaissance technologies hedge fund performance: 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. |
| renaissance technologies hedge fund performance: The Savvy Investor’s Guide to Building Wealth Through Alternative Investments H. Kent Baker, Greg Filbeck, Andrew C. Spieler, 2021-07-13 The Savvy Investor's Guide to Building Wealth Through Alternative Investments is written for investors familiar with traditional investments but with limited knowledge of alternative assets and strategies. This book attempts to remove some of the mystery surrounding these investments. |
| renaissance technologies hedge fund performance: Advances in Financial Machine Learning Marcos Lopez de Prado, 2018-01-23 Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest. In the book, readers will learn how to: Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance. |
| renaissance technologies hedge fund performance: Dual Momentum Investing: An Innovative Strategy for Higher Returns with Lower Risk Gary Antonacci, 2014-11-21 The investing strategy that famously generates higher returns with substantially reduced risk--presented by the investor who invented it A treasure of well researched momentum-driven investing processes. Gregory L. Morris, Chief Technical Analyst and Chairman, Investment Committee of Stadion Money Management, LLC, and author of Investing with the Trend Dual Momentum Investing details the author’s own momentum investing method that combines U.S. stock, world stock, and aggregate bond indices--a formula proven to dramatically increase profits while lowering risk. Antonacci reveals how momentum investors could have achieved long-run returns nearly twice as high as the stock market over the past 40 years, while avoiding or minimizing bear market losses--and he provides the information and insight investors need to achieve such success going forward. His methodology is designed to pick up on major changes in relative strength and market trend. Gary Antonacci has over 30 years experience as an investment professional focusing on under exploited investment opportunities. In 1990, he founded Portfolio Management Consultants, which advises private and institutional investors on asset allocation, portfolio optimization, and advanced momentum strategies. He writes and runs the popular blog and website optimalmomentum.com. Antonacci earned his MBA at Harvard. |
| renaissance technologies hedge fund performance: The Frackers Gregory Zuckerman, 2013 Meet the Frackers. George Mitchell, the son of a Greek goatherder, who tried to extract gas from rock that experts deemed worthless. He faced an unexpected obstacle in his quest to change history. Aubrey McClendon, the charismatic descendant of an Oklahoma energy dynasty, who scored billions leading a land grab. He wasn't prepared for the shocking fallout of his discoveries. Tom Ward, who overcame a troubled childhood to become one of the nation's wealthiest men. He could handle natural-gas fields but had more trouble with a Wall Street power broker. Harold Hamm, the son of poor farmer, who believed America had more oil than anyone imagined. Hamm was determined to find the crude before others caught on. Charif Souki, the dashing Lebanese immigrant who saw his career crumble and his fortune disintegrate, leaving one last, unlikely chance for success. Mark Papa, the Enron castoff who panicked when he realized a resurgence of American natural gas was at hand: one that his company wasn't prepared for. Praise for The Greatest Trade Ever 'Simply terrific. Easily the best of the post-crash financial books.' Malcolm Gladwell 'The definitive account of a strange and wonderful subplot of the financial crisis.' Michael Lewis 'Zuckerman is a first-rate reporter who is able to explain the complexities of finance in layman's terms. At times, The Greatest Trade Ever reads like a thriller.' The New York Times |
| renaissance technologies hedge fund performance: Supermoney Adam Smith, 2006-05-26 Adam Smith continues to dazzle and sparkle! With the passage of time, Supermoney has, if anything, added to its power to inspire, arouse, provoke, motivate, inform, illuminate, entertain, and guide a whole new generation of readers, while marvelously reprising the global money show for earlier fans. -David M. Darst, author of The Art of Asset Allocation Managing Director and Chief Investment Strategist, Morgan Stanley Individual Investor Group Nobody has written about the craft of money management with more insight, humor, and understanding than Adam Smith. Over the years, he has consistently separated wisdom from whimsy, brilliance from bluster, and character from chicanery. -Byron R. Wien, coauthor of Soros on Soros Chief Investment Strategist, Pequot Capital Management Supermoney may be even more relevant today than when it was first published nearly twenty-five years ago. Written in the bright and funny style that became Adam Smith's trademark, this book gives a view inside institutions, professionals, and the nature of markets that has rarely been shown before or since. Adam Smith was the first to introduce an obscure fund manager in Omaha, Nebraska, named Warren Buffett. In this new edition, Smith provides a fresh perspective in an updated Preface that contextualizes the applicability of the markets of the 1960s and 1970s to today's markets. Things change, but sometimes the more they change, the more they stay the same. |
| renaissance technologies hedge fund performance: The Little Book of Hedge Funds Anthony Scaramucci, 2012-05-01 The Little Book of Hedge Funds that's big on explanations even the casual investor can use An accessible overview of hedge funds, from their historical origin, to their perceived effect on the global economy, to why individual investors should understand how they work, The Little Book of Hedge Funds is essential reading for anyone seeking the tools and information needed to invest in this lucrative yet mysterious world. Authored by wealth management expert Anthony Scaramucci, and providing a comprehensive overview of this shadowy corner of high finance, the book is written in a straightforward and entertaining style. Packed with introspective commentary, highly applicable advice, and engaging anecdotes, this Little Book: Explains why the future of hedge funds lies in their ability to provide greater transparency and access in order to attract investors currently put off because they do not understand how they work Shows that hedge funds have grown in both size and importance in the investment community and why individual investors need to be aware of their activities Demystifies hedge fund myths, by analyzing the infamous 2 and 20 performance fee and addressing claims that there is an increased risk in investing in hedge funds Explores a variety of financial instruments—including leverage, short selling and hedging—that hedge funds use to reduce risk, enhance returns, and minimize correlation with equity and bond markets Written to provide novice investors, experienced financiers, and financial institutions with the tools and information needed to invest in hedge funds, this book is a must read for anyone with outstanding questions about this key part of the twenty-first century economy. |
| renaissance technologies hedge fund performance: The Little Book That Builds Wealth Pat Dorsey, 2010-12-28 Dieser praktische Leitfaden macht Anleger mit dem Economic Moat Konzept vertraut, der Zauberformel des Morningstar, mit der sich erstklassige Investmentchancen aufspüren lassen. Das Konzept ist keineswegs neu: Es wurde zunächst durch Benjamin Graham und Warren Buffett populär, wurde dann aber lange vernachlässigt. The Little Book that Builds Wealth erklärt ganz genau, wie man den Economic Moat, d.h. die Wettbewerbsbarriere bzw. den Wettbewerbsvorteil (wie z.B. geringe Produktionskosten, ausgebautes Vertriebsnetz, gutes Markenimage etc.) ermittelt, durch den sich ein Unternehmen deutlich von Konkurrenzunternehmen abgrenzt. Dabei geht es aber weder um reines Value Investing, noch um reines Growth Investing, sondern vielmehr darum, erstklassige Nischen-Wachstumswerte zu einem attraktiven Kurs zu kaufen. Das Buch demonstriert anschaulich Schritt für Schritt, was einen Economic Moat ausmacht, wie man ihn ermittelt, wie man verschiedene Moats gegeneinander abwägt, und wie man auf der Basis dieser Daten am besten eine Investmententscheidung trifft. Mit begleitender Website. Sie wird vom Morningstar betrieben und enthält eine Reihe von Tools und Features, mit deren Hilfe der Leser das Gelernte in der Praxis testen kann. Autor Pat Dorsey ist ein renommierter Finanzexperte. Er ist Chef der Morningstar Equity Research und Kolumnist bei Morningstar.com. Ein neuer Band aus der beliebten 'Little Book'-Reihe. |
| renaissance technologies hedge fund performance: Flash Boys: A Wall Street Revolt Michael Lewis, 2014-03-31 Argues that post-crisis Wall Street continues to be controlled by large banks and explains how a small, diverse group of Wall Street men have banded together to reform the financial markets. |
| renaissance technologies hedge fund performance: Volatility Trading, + website Euan Sinclair, 2008-06-23 In Volatility Trading, Sinclair offers you a quantitative model for measuring volatility in order to gain an edge in your everyday option trading endeavors. With an accessible, straightforward approach. He guides traders through the basics of option pricing, volatility measurement, hedging, money management, and trade evaluation. In addition, Sinclair explains the often-overlooked psychological aspects of trading, revealing both how behavioral psychology can create market conditions traders can take advantage of-and how it can lead them astray. Psychological biases, he asserts, are probably the drivers behind most sources of edge available to a volatility trader. Your goal, Sinclair explains, must be clearly defined and easily expressed-if you cannot explain it in one sentence, you probably aren't completely clear about what it is. The same applies to your statistical edge. If you do not know exactly what your edge is, you shouldn't trade. He shows how, in addition to the numerical evaluation of a potential trade, you should be able to identify and evaluate the reason why implied volatility is priced where it is, that is, why an edge exists. This means it is also necessary to be on top of recent news stories, sector trends, and behavioral psychology. Finally, Sinclair underscores why trades need to be sized correctly, which means that each trade is evaluated according to its projected return and risk in the overall context of your goals. As the author concludes, while we also need to pay attention to seemingly mundane things like having good execution software, a comfortable office, and getting enough sleep, it is knowledge that is the ultimate source of edge. So, all else being equal, the trader with the greater knowledge will be the more successful. This book, and its companion CD-ROM, will provide that knowledge. The CD-ROM includes spreadsheets designed to help you forecast volatility and evaluate trades together with simulation engines. |
| renaissance technologies hedge fund performance: Geometry and Topology of Manifolds Hans U. Boden, 2005 This book contains expository papers that give an up-to-date account of recent developments and open problems in the geometry and topology of manifolds, along with several research articles that present new results appearing in published form for the first time. The unifying theme is the problem of understanding manifolds in low dimensions, notably in dimensions three and four, and the techniques include algebraic topology, surgery theory, Donaldson and Seiberg-Witten gauge theory,Heegaard Floer homology, contact and symplectic geometry, and Gromov-Witten invariants. The articles collected for this volume were contributed by participants of the Conference Geometry and Topology of Manifolds held at McMaster University on May 14-18, 2004 and are representative of the manyexcellent talks delivered at the conference. |
| renaissance technologies hedge fund performance: Day Trading and Swing Trading the Currency Market Kathy Lien, 2015-12-01 Play the forex markets to win with this invaluable guide to strategy and analysis Day Trading and Swing Trading the Currency Market gives forex traders the strategies and skills they need to approach this highly competitive arena on an equal footing with major institutions. Now in it's third edition, this invaluable guide provides the latest statistics, data, and analysis of recent events, giving you the most up-to-date picture of the state of the fast-moving foreign exchange markets. You'll learn how the interbank currency markets work, and how to borrow strategy from the biggest players to profit from trends. Clear and comprehensive, this book describes the technical and fundamental strategies that allow individual traders to compete with bank traders, and gives you comprehensive explanations of strategies involving intermarket relationships, interest rate differentials, option volatilities, news events, and more. The companion website gives you access to video seminars on how to be a better trader, providing another leg up in this competitive market. The multi-billion-dollar foreign exchange market is the most actively traded market in the world. With online trading platforms now offering retail traders direct access to the interbank foreign exchange market, there's never been a better time for individuals to learn the ropes of this somewhat secretive area. This book is your complete guide to forex trading, equipping you to play with the big guys and win—on your own terms. Understand how the foreign currency markets work, and the forces that move them Analyze the market to profit from short-term swings using time-tested strategies Learn a variety of technical trades for navigating overbought or oversold markets Examine the unique characteristics of various currency pairs Many of the world's most successful traders have made the bulk of their winnings in the currency market, and now it's your turn. Day Trading and Swing Trading the Currency Market is the must-have guide for all foreign exchange traders. |
| renaissance technologies hedge fund performance: Asia's Investment Prophets Claire Barnes, 1995-01 |
| renaissance technologies hedge fund performance: Julian Robertson Daniel A. Strachman, 2004-10-20 Julian Robertson is one of the most successful and well-known hedge fund managers of our time. For nearly twenty years his infamous fund--Tiger Management--was the talk of the town, routinely delivering double-digit performance. This biography will explore this legendary fund manager's role in the development and popularity of hedge funds, examine his investment methodology and strategy, and look at the growth of his fund and his 'Tigers'--individuals who have gone on to great success themselves. * Includes candid interviews of Robertson, his colleagues, and his peers * Uncovers the trading strategies and investment style of a legendary fund manager * Offers a rare glimpse inside the personal world of Julian Robertson READERSHIP: Those with any interest in or knowledge of hedge funds, business readers, investment professionals. Daniel A. Strachman is Managing Director of Answers Company, a New York-based money management firm that offers investment management services to individuals and institutions. He has contributed many articles on investment management and strategies to publications including the New York Post and the Financial Times and is also the author of Getting Started in Hedge Funds (Wiley 2000). Also available by Daniel Strachman, Getting Started in Hedge Funds, 0471316962 Paper. EAN - 9780471323631 Carton Quantity - 41 |
| renaissance technologies hedge fund performance: Hedge Fund Investing Kevin R. Mirabile, 2013-01-07 The most up-to-date look at how to understand, and invest in, hedge funds A new updated set of end of chapter problems and test bank questions is now available for the first edition. This material now includes a selection of supplemental problems and test bank questions specifically related to portfolio financing tools and techniques. Hedge funds are an essential part of the alternative investing arena, and will continue to be so for the foreseeable future. It's important that those investing, or thinking about investing, with hedge funds know exactly what they are about. That's why Kevin Mirabile—a financial professional with over twenty years of business development, regulatory, financing, trading, and sales experience in the hedge fund sector—has created Understanding Hedge Fund Investing. Page-by-page, this reliable resource offers valuable insights into one of the most competitive parts of the investment world. Along the way, you'll become familiar with the evolution of hedge funds and their structure as well as discover what types of individuals and institutions invest using hedge funds. Mirable also takes the time to examine the risks of investing in hedge funds and talks about hedge fund financial statements and taxation. Provides complete coverage of this important investment vehicle, from its different types of investing strategies and styles to what it takes to be a hedge fund manager Multiple-choice questions follow each chapter to assess your comprehension of the topics covered A companion Website contains portfolio models that can be uploaded for use as well as supplementary material that allows you to learn in a hands-on fashion long after closing the book Hedge funds offer investors opportunities that aren't usually found elsewhere. But to benefit from them, you first must understand them. This book has the information you need to succeed at this difficult endeavor. |
| renaissance technologies hedge fund performance: High-Performance Managed Futures Mark H. Melin, 2010-08-13 A provocative and insightful look at using managed futures to diversify investment portfolios Financial advisors have long ignored managed futures. Yet, in the past thirty years, managed futures have significantly outperformed traditional stock and bond investments. In High-Performance Managed Futures: The New Way to Diversity Your Portfolio, author Mark H. Melin advises investors to question the commonly held belief of stocks and bonds, buy and hold. The first book of its kind, Melin advances a Nobel Prize winning investment method that’s been updated for today’s world to describe how managed futures can be used to design portfolios independent of the ups and downs of the stock market. The book: • Details a new path for managing investments that’s not entirely dependent on the economy at large • Describes meaningful asset diversification, while exposing Wall Street myths on the subject Many of today’s investor’s are betrayed by either short-term thinking or the now outdated buy and hold investing philosophy. High-Performance Managed Futures details how to develop a stock market neutral investment portfolio designed for success in the long-term. |
| renaissance technologies hedge fund performance: Hedge Funds H. Kent Baker, Greg Filbeck, 2017-07-26 Hedge Funds: Structure, Strategies, and Performance provides a synthesis of the theoretical and empirical literature on this intriguing, complex, and frequently misunderstood topic. The book dispels some common misconceptions of hedge funds, showing that they are not a monolithic asset class but pursue highly diverse strategies. Furthermore, not all hedge funds are unusually risky, excessively leveraged, invest only in illiquid asses, attempt to profit from short-term market movements, or only benefit hedge fund managers due to their high fees. Among the core issues addressed are how hedge funds are structured and how they work, hedge fund strategies, leading issues in this investment, and the latest trends and developments. The authors examine hedge funds from a range of perspectives, and from the theoretical to the practical. The book explores the background, organization, and economics of hedge funds, as well as their structure. A key part is the diverse investment strategies hedge funds follow, for example some are activists, others focusing on relative value, and all have views on managing risk. The book examines various ways to evaluate hedge fund performance, and enhances understanding of their regulatory environment. The extensive and engaging examination of these issues help the reader understands the important issues and trends facing hedge funds, as well as their future prospects. |
| renaissance technologies hedge fund performance: Investigation of Failure of the SEC to Uncover Bernard Madoff's Ponzi Scheme H. David Kotz, 2010-03 Contents: (1) Results of the Invest.; (2) SEC Review of 2000 and 2001 Markopolos Complaints: (3) SEC 2004 OCIE Cause Exam. of Madoff; (4) SEC 2005 NERO Exam. of Madoff; (5) SEC 2006 Invest. of Markopolos Complaint; (6) Effect of Madoff¿s Stature and Reputation on SEC Exam.; (7) Allegations of Conflict of Interest from the Relationship between Eric Swanson and Shana Madoff; (8) Private Entities¿ Due Diligence Efforts Revealed Suspicious Activity about Madoff¿s Operations; (9) Potential Investors Relied upon the Fact That the SEC had Examined and Investigated Madoff in Making Decisions to Invest with Him; (10) Additional Complaints Received by the SEC re: Madoff; (11) Additional Exam. and Inspect. of Madoff¿s Firms by the SEC. |
| renaissance technologies hedge fund performance: Guide to Hedge Funds Philip Coggan, 2011-09-20 Hedge fund managers are the new masters of the universe. The best earn more than $1 billion a year and are so sought after that they can afford to turn investor money away. The funds they run have, to some extent, established an alternative financial system, replacing banks as lenders to risky companies, acting as providers of liquidity to markets and insurers of last resort for risks such as hurricanes, and replacing pension funds and mutual funds as the most significant investors in many companies—even in some cases buying companies outright. The revised and updated second edition of this lively guide sheds much needed light on the world of hedge funds by explaining what they are, what they do, who the main players are, the regulations affecting them, the arguments as to whether they are a force for good or bad, and what the future holds for them. More people have a view about hedge funds than know about them. Philip Coggan bridges the knowledge gap in this clearly written guide. Every chapter is a goldmine of information and analysis, making it easy to learn about hedge funds. No investor, no investment adviser, no trustee, no dinner-table conversationalist should express opinions on the sector until they have read this book. —Elroy Dimson, BGI Professor of Investment Management, London Business School While much has been written about hedge fund strategies and their (occasionally spectacular) failures, we have not yet seen a general primer to help the investor understand the world of hedge funds. Philip Coggan presents us with exactly that—a well-written, succinct summary of a world we all need to understand better. —Rob Arnott, Chairman of Research Affiliates and Editor Emeritus of the Financial Analysts Journal |
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