Download or read book Hedge Fund Replication written by G. Gregoriou and published by Springer. This book was released on 2011-11-07 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: While there may be a consensus in the industry that hedge funds clones will bring better liquidity and lower fees, it is still debatable whether replication products should serve as a complement in the hedge fund allocation decision or as a replacement. This book offers the reader valuable insights into the thinking behind hedge fund replication.

Download or read book Hedge Funds written by H. Kent Baker and published by Oxford University Press. This book was released on 2017-07-26 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Alternative Beta Strategies and Hedge Fund Replication written by Lars Jaeger and published by John Wiley & Sons. This book was released on 2008-10-13 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: There s a buzzword that has quickly captured the imagination of product providers and investors alike: "hedge fund replication". In the broadest sense, replicating hedge fund strategies means replicating their return sources and corresponding risk exposures. However, there still lacks a coherent picture on what hedge fund replication means in practice, what its premises are, how to distinguish di erent approaches, and where this can lead us to. Serving as a handbook for replicating the returns of hedge funds at considerably lower cost, Alternative Beta Strategies and Hedge Fund Replication provides a unique focus on replication, explaining along the way the return sources of hedge funds, and their systematic risks, that make replication possible. It explains the background to the new discussion on hedge fund replication and how to derive the returns of many hedge fund strategies at much lower cost, it differentiates the various underlying approaches and explains how hedge fund replication can improve your own investment process into hedge funds. Written by the well known Hedge Fund expert and author Lars Jaeger, the book is divided into three sections: Hedge Fund Background, Return Sources, and Replication Techniques. Section one provides a short course in what hedge funds actually are and how they operate, arming the reader with the background knowledge required for the rest of the book. Section two illuminates the sources from which hedge funds derive their returns and shows that the majority of hedge fund returns derive from systematic risk exposure rather than manager "Alpha". Section three presents various approaches to replicating hedge fund returns by presenting the first and second generation of hedge fund replication products, points out the pitfalls and strengths of the various approaches and illustrates the mathematical concepts that underlie them. With hedge fund replication going mainstream, this book provides clear guidance on the topic to maximise returns.

Download or read book Hedge Funds written by Andrew W. Lo and published by Princeton University Press. This book was released on 2010-07-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hedge fund industry has grown dramatically over the last two decades, with more than eight thousand funds now controlling close to two trillion dollars. Originally intended for the wealthy, these private investments have now attracted a much broader following that includes pension funds and retail investors. Because hedge funds are largely unregulated and shrouded in secrecy, they have developed a mystique and allure that can beguile even the most experienced investor. In Hedge Funds, Andrew Lo--one of the world's most respected financial economists--addresses the pressing need for a systematic framework for managing hedge fund investments. Arguing that hedge funds have very different risk and return characteristics than traditional investments, Lo constructs new tools for analyzing their dynamics, including measures of illiquidity exposure and performance smoothing, linear and nonlinear risk models that capture alternative betas, econometric models of hedge fund failure rates, and integrated investment processes for alternative investments. In a new chapter, he looks at how the strategies for and regulation of hedge funds have changed in the aftermath of the financial crisis.

Download or read book Alternative Investments written by CAIA Association and published by John Wiley & Sons. This book was released on 2016-09-27 with total page 1207 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-depth Level II exam preparation direct from the CAIA Association CAIA Level II is the official study guide for the Chartered Alternative Investment Analyst professional examination, and an authoritative guide to working in the alternative investment sphere. Written by the makers of the exam, this book provides in-depth guidance through the entire exam agenda; the Level II strategies are the same as Level I, but this time you'll review them through the lens of risk management and portfolio optimisation. Topics include asset allocation and portfolio oversight, style analysis, risk management, alternative asset securitisation, secondary market creation, performance and style attribution and indexing and benchmarking, with clear organisation and a logical progression that allows you to customise your preparation focus. This new third edition has been updated to align with the latest exam, and to reflect the current practices in the field. The CAIA designation was developed to provide a standardized knowledge base in the midst of explosive capital inflow into alternative investments. This book provides a single-source repository of that essential information, tailored to those preparing for the Level II exam. Measure, monitor and manage funds from a risk management perspective Delve into advanced portfolio structures and optimisation strategies Master the nuances of private equity, real assets, commodities and hedge funds Gain expert insight into preparing thoroughly for the CAIA Level II exam The CAIA Charter programme is rigorous and comprehensive, and the designation is globally recognised as the highest standard in alternative investment education. Candidates seeking thorough preparation and detailed explanations of all aspects of alternative investment need look no further than CAIA Level II.

Download or read book Journal of Investment Management written by and published by . This book was released on 2007 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Alternative Investments written by H. Kent Baker and published by John Wiley & Sons. This book was released on 2013-03-25 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to alternative investments that reveals today's latest research and strategies Historically low interest rates and bear markets in world stock markets have generated intense interest in alternative investments. With returns in traditional investment vehicles relatively low, many professional investors view alternative investments as a means of meeting their return objectives. Alternative Investments: Instruments, Performance, Benchmarks, and Strategies, can put you in a better position to achieve this difficult goal. Part of the Robert W. Kolb Series in Finance, Alternative Investments provides an in-depth discussion of the historic performance, benchmarks, and strategies of every major alternative investment market. With contributions from professionals and academics around the world, it offers valuable insights on the latest trends, research, and thinking in each major area. Empirical evidence about each type of alternative investment is featured, with research presented in a straightforward manner. Examines a variety of major alternative asset classes, from real estate, private equity, and commodities to managed futures, hedge funds, and distressed securities Provides detailed insights on the latest research and strategies, and offers a thorough explanation of historical performance, benchmarks, and other critical information Blends knowledge from the conceptual world of scholars with the pragmatic view of practitioners in this field Alternative investments provide a means of diversification, risk control, and return enhancement and, as such, are attractive to many professional investors. If you're looking for an effective way to hone your skills in this dynamic area of finance, look no further than this book.

Download or read book From Physics to Econophysics and Back Methods and Insights written by Siew Ann Cheong and published by Frontiers Media SA. This book was released on 2022-07-06 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Introduction to Applied Linear Algebra written by Stephen Boyd and published by Cambridge University Press. This book was released on 2018-06-07 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.

Download or read book Intelligent Decision Technologies written by R. Neves-Silva and published by IOS Press. This book was released on 2013-06-13 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of intelligent decision technologies is interdisciplinary in nature, bridging computer science with its development of artificial intelligence, information systems with its development of decision support systems, and engineering with its development of systems. This book presents the 45 papers accepted for presentation at the 5th KES International Conference on Intelligent Decision Technologies (KES-IDT 2013), held in Sesimbra, Portugal, in June 2013. The conference consists of keynote talks, oral and poster presentations, invited sessions and workshops on the applications and theory of intelligent decision systems and related areas. The conference provides an opportunity for the presentation and discussion of interesting new research results, promoting knowledge transfer and the generation of new ideas. The book will be of interest to all those whose work involves the development and application of intelligent decision systems.

Download or read book Advances in Financial Machine Learning written by Marcos Lopez de Prado and published by John Wiley & Sons. This book was released on 2018-01-23 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Research Methods and Applications in Empirical Finance written by Adrian R. Bell and published by Edward Elgar Publishing. This book was released on 2013-01-01 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This impressive Handbook presents the quantitative techniques that are commonly employed in empirical finance research together with real-world, state-of-the-art research examples. Written by international experts in their field, the unique approach describes a question or issue in finance and then demonstrates the methodologies that may be used to solve it. All of the techniques described are used to address real problems rather than being presented for their own sake, and the areas of application have been carefully selected so that a broad range of methodological approaches can be covered. The Handbook is aimed primarily at doctoral researchers and academics who are engaged in conducting original empirical research in finance. In addition, the book will be useful to researchers in the financial markets and also advanced Masters-level students who are writing dissertations.

Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-12 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Hedge Funds written by Vikas Agarwal and published by Now Publishers Inc. This book was released on 2005 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hedge Funds summarizes the academic research on hedge funds and commodity trading advisors. The hedge fund industry has grown tremendously over the recent years. According to some industry estimates, hedge funds have increased from $39 million in 1990 to about $972 million in 2004 and the total number of hedge funds has gone up from 610 to 7,436 over the same period. At the same time, hedge fund strategies have changed significantly. In 1990 the macro strategy dominated the industry while in 2004 the equity hedge strategy had the largest share of the market. There has also been a shift in the type of investor in hedge funds. In the early 1990's the typical investor was a high net-worth individual investor, today the typical investor is an institutional investor. Thus, the hedge fund market has not only grown tremendously, but the nature of the market has changed. Despite the enormous growth of this industry, there is limited information available on hedge funds. As a result, there is a need for rigorous research from both the investors' and regulators' point of view. Investors need research to better understand their investment and their risk exposure. This research also helps investors recognize the extent of diversification benefits hedge funds offer in combination with investments in traditional asset classes, such as stocks and bonds. Regulators can use this research to identify situations where regulation may be needed to protect investors' interests and to understand the impact hedge funds trading strategies have on the stability of the financial markets. The first part of Hedge Funds summarizes hedge fund performance, including comparisons of risk-return characteristics of hedge funds with those of mutual funds, factors driving hedge fund returns, and persistence in hedge fund performance. The second part reviews research regarding the unique contractual features and characteristics of hedge funds and their influence on the risk-return tradeoffs. The third part reviews the role of hedge funds in a portfolio including the extent of diversification benefits and limitations of standard mean-variance framework for asset allocation. Finally, the authors summarize the research on the biases in hedge fund databases.

Download or read book Machine Learning for Algorithmic Trading written by Stefan Jansen and published by Packt Publishing Ltd. This book was released on 2020-07-31 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.

Download or read book Mutual Funds and Exchange traded Funds written by Harold Kent Baker and published by Oxford University Press, USA. This book was released on 2016 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mutual Funds and Exchange-Traded Funds: Building Blocks to Wealth provides a fresh look at this intriguing but often complex subject. Its coverage spans the gamut from theoretical to practical coverage.