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Portfolio Management Of Commodity Trading Advisors With Volatility Targeting
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Book Synopsis Portfolio Management of Commodity Trading Advisors with Volatility Targeting by : Marat Molyboga
Download or read book Portfolio Management of Commodity Trading Advisors with Volatility Targeting written by Marat Molyboga and published by . This book was released on 2019 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: I show analytically that a volatility-targeted allocation methodology improves the risk-adjusted performance of portfolios under a broad set of assumptions regarding the serial correlation of returns, the variability of volatility and dependence of the expected Sharpe ratio on the level of volatility. I examine the impact of volatility targeting on portfolios of Commodity Trading Advisors within the large-scale simulation framework of Molyboga and L'Ahelec (2016) that accounts for the realistic constraints on institutional investors. I find a consistent and statistically significant improvement in the out-of-sample returns that ranges between 0.53% and 0.80% per annum, on average. The performance enhancement is robust to portfolio size and manager selection, and is implementable inside managed account investments.
Book Synopsis Commodity Trading Advisors by : Greg N. Gregoriou
Download or read book Commodity Trading Advisors written by Greg N. Gregoriou and published by John Wiley & Sons. This book was released on 2011-09-02 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Authoritative, up-to-date research and analysis that provides a dramatic new understanding of the rewards-and risks-of investing in CTAs Commodity Trading Advisors (CTAs) are an increasingly popular and potentially profitable investment alternative for institutional investors and high-net-worth individuals. Commodity Trading Advisors is one of the first books to study their performance in detail and analyze the "survivorship bias" present in CTA performance data. This book investigates the many benefits and risks associated with CTAs, examining the risk/return characteristics of a number of different strategies deployed by CTAs from a sophisticated investor's perspective. A contributed work, its editors and contributing authors are among today's leading voices on the topic of commodity trading advisors and a veritable "Who's Who" in hedge fund and CTA research. Greg N. Gregoriou (Plattsburgh, NY) is a Visiting Assistant Professor of Finance and Research Coordinator in the School of Business and Economics at the State University of New York. Vassilios N. Karavas (Amherst, MA) is Director of Research at Schneeweis Partners. Francois-Serge Lhabitant (Coppet, Switzerland) is a FAME Research Fellow, and a Professor of Finance at EDHEC (France) and at HEC University of Lausanne (Switzerland). Fabrice Rouah (Montreal, Quebec) is Institut de Finance Mathématique de Montréal Scholar in the finance program at McGill University.
Book Synopsis A Modified Hierarchical Risk Parity Framework for Portfolio Management by : Marat Molyboga
Download or read book A Modified Hierarchical Risk Parity Framework for Portfolio Management written by Marat Molyboga and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper introduces a Modified Hierarchical Risk Parity ("MHRP") approach that extends the HRP approach by incorporating three intuitive elements commonly used by practitioners. The new approach (i) replaces the sample covariance matrix with an exponentially weighted covariance matrix with Ledoit-Wolf shrinkage, (ii) improves diversification across portfolio constituents both within and across clusters by relying on an equal volatility, rather than an inverse variance, allocation approach, and (iii) improves diversification across time by applying volatility targeting to portfolios. I examine the impact of the enhancements on portfolios of Commodity Trading Advisors within a large-scale Monte-Carlo simulation framework that accounts for the realistic constraints of institutional investors. I find a striking improvement in the out-of-sample Sharpe ratio of 50%, on average, along with a reduction in downside risk.
Book Synopsis Performance, Managerial Skill, and Factor Exposures in Commodity Trading Advisors and Managed Futures Funds by : S. Burcu Avci
Download or read book Performance, Managerial Skill, and Factor Exposures in Commodity Trading Advisors and Managed Futures Funds written by S. Burcu Avci and published by Dissertation.com. This book was released on 2019-10-15 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding risk is important. Prior to 2008, as the yields on safe assets hit rock bottom, investors began to focus on an alphabet soup of more complex instruments. These complex securities were rated AAA and appeared as safe as U.S. Treasuries, but with much higher yields. The 2008 financial crisis revealed, however, that higher yields on these instruments came with higher risk, albeit too late for these investors. This study seeks to understand the risk–return tradeoff, managerial skill, and factor exposures on the risk-return tradeoff in two financial instruments that have been limitedly investigated: commodity trading advisors (CTAs) and managed futures funds (MFFs). This study begins by documenting the differences between CTAs/MFFs and hedge funds and mutual funds, starting with the legal and operational differences. Next, it conducts a performance analysis, which indicates that CTAs and MFFs, as standalone investment vehicles, provide returns that are higher than the average market returns in bear markets, while carrying lower risk. The strong standing of CTAs and MFFs in bear markets earn them their reputation as “downside risk protectors.” CTAs and MFFs are profitable individual assets but adding these funds to classical asset portfolios enhances portfolio performance significantly. This feature makes them strong hedging assets. As expected, their performance is below that of standard assets in up markets. Chapter 4 finds that the superior performance of CTAs and MFFs can be explained by managerial skill. Positive and significant Jensen alphas are evidence of good performance; moreover, the persistence of the Jensen alphas is supported by both parametric and non-parametric tests. Incentive fees and fund age are found to be positively related to managerial skill, while (somewhat surprisingly) management fees are found to be negatively related to it. Chapter 5 finds that many financial and macroeconomic factors are statistically unrelated to CTA and MFF performance. However, the value premium (HML) factor and industrial production growth (IPG) are correlated with their performance. HML has a relation effect on one-month-ahead fund returns, whereas IPG has a negative association with them. Nonparametric tests support these results marginally. Overall, these findings suggest that both CTAs and MFFs use well-known and well-established predictors of expected returns to generate their alphas.
Book Synopsis Commodity Trading Advisors, (CTA), as a Mean of Diversification in a Hedge Fund Portfolio by : Michel Guirguis
Download or read book Commodity Trading Advisors, (CTA), as a Mean of Diversification in a Hedge Fund Portfolio written by Michel Guirguis and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Commodity trading advisers, (CTA), or managed futures managers' trade in the commodity market. The hedge funds invest in commodity futures, currencies, bonds and shares. Hedge funds use managed futures in terms of indices, treasuries, fixed-income securities and commodities such as gold, silver, oil, corn, cocoa, sugar etc. Combining managed futures with shares and bonds provide better returns with lower risk or mean variance optimal solution. The optimization is due to the negative or low correlation and better diversification between managed futures and traditional investments such as bonds and shares. Our results suggest that the efficient frontier is achieved by adding managed futures. In other words, we get highest return with low risk. The standard deviation as a measure of risk is reduced and the Sortino ratio, which measures the downside risk, is increased by over 50%. The downside volatility of a mixed portfolio of managed futures, bonds and shares is better represented by the Sortino ratio. The sample is provided from Data Feeder data set. It is very comprehensive and includes managed futures hedge funds for the period 1998 to 2003. The database includes defunct funds and funds that ceased to operate and, therefore, is free from survivorship bias.
Book Synopsis Your Essential Guide to Quantitative Hedge Fund Investing by : Marat Molyboga
Download or read book Your Essential Guide to Quantitative Hedge Fund Investing written by Marat Molyboga and published by CRC Press. This book was released on 2023-07-18 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your Essential Guide to Quantitative Hedge Fund Investing provides a conceptual framework for understanding effective hedge fund investment strategies. The book offers a mathematically rigorous exploration of different topics, framed in an easy to digest set of examples and analogies, including stories from some legendary hedge fund investors. Readers will be guided from the historical to the cutting edge, while building a framework of understanding that encompasses it all. Features Filled with novel examples and analogies from within and beyond the world of finance Suitable for practitioners and graduate-level students with a passion for understanding the complexities that lie behind the raw mechanics of quantitative hedge fund investment A unique insight from an author with experience of both the practical and academic spheres.
Book Synopsis Performance, Managerial Skill, and Factor Exposures in Commodity Trading Advisors and Managed Futures Funds by : Sureyya Burcu Avci
Download or read book Performance, Managerial Skill, and Factor Exposures in Commodity Trading Advisors and Managed Futures Funds written by Sureyya Burcu Avci and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Understanding risk is important. Prior to 2008, as the yields on safe assets hit rock bottom, investors began to focus on an alphabet soup of more complex instruments. These complex securities were rated AAA and appeared as safe as U.S. Treasuries, but with much higher yields. The 2008 financial crisis revealed, however, that higher yields on these instruments came with higher risk, albeit too late for these investors. This study seeks to understand the risk-return tradeoff, managerial skill, and factor exposures on the risk-return tradeoff in two financial instruments that have been limitedly investigated: commodity trading advisors (CTAs) and managed futures funds (MFFs). This study begins by documenting the differences between CTAs/MFFs and hedge funds and mutual funds, starting with the legal and operational differences. Next, it conducts a performance analysis, which indicates that CTAs and MFFs, as standalone investment vehicles, provide returns that are higher than the average market returns in bear markets, while carrying lower risk. The strong standing of CTAs and MFFs in bear markets earn them their reputation as "downside risk protectors." CTAs and MFFs are profitable individual assets but adding these funds to classical asset portfolios enhances portfolio performance significantly. This feature makes them strong hedging assets. As expected, their performance is below that of standard assets in up markets. Chapter 4 finds that the superior performance of CTAs and MFFs can be explained by managerial skill. Positive and significant Jensen alphas are evidence of good performance; moreover, the persistence of the Jensen alphas is supported by both parametric and non-parametric tests. Incentive fees and fund age are found to be positively related to managerial skill, while (somewhat surprisingly) management fees are found to be negatively related to it. Chapter 5 finds that many financial and macroeconomic factors are statistically unrelated to CTA and MFF performance. However, the value premium (HML) factor and industrial production growth (IPG) are correlated with their performance. HML has a relation effect on one-month-ahead fund returns, whereas IPG has a negative association with them. Nonparametric tests support these results marginally. Overall, these findings suggest that both CTAs and MFFs use well-known and well-established predictors of expected returns to generate their alphas"--
Book Synopsis Following the Trend by : Andreas F. Clenow
Download or read book Following the Trend written by Andreas F. Clenow and published by John Wiley & Sons. This book was released on 2023-01-24 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date and practical roadmap for diversified futures trading using CTA fund strategies In the newly revised second edition of Following the Trend: Diversified Managed Futures Trading, renowned hedge fund founder and asset manager Andreas F. Clenow presents a systematic asset management methodology in a way that allows readers to emulate the success of CTA industry professionals. In the book, you’ll find performance and attribution details for every year between 2002 and 2021 and detailed explanations of how the markets, industry, and strategy have evolved between the publication of the first edition and today. The author also offers: Detailed discussions of whether CTA hedge funds continue to show high internal correlation and exhibit homogeneous behaviour The impact of low and negative interest rate environments, massive inflows into equity markets, and the rise of quant trading firms Explorations of the combination of different types of trading models to enhance performance, complete with rulesets and fulsome analyses A ground-breaking and thoroughly incisive examination of the commodity trading advisor industry, Following the Trend: Diversified Managed Futures Trading is an essential volume for sophisticated retail traders, day traders, private investors, investment managers, portfolio managers, and institutional investors.
Book Synopsis The Handbook of Commodity Investing by : Frank J. Fabozzi
Download or read book The Handbook of Commodity Investing written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2008-07-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Filled with a comprehensive collection of information from experts in the commodity investment industry, this detailed guide shows readers how to successfully incorporate commodities into their portfolios. Created with both the professional and individual investor in mind, The Handbook of Commodity Investments covers a wide range of issues, including the risk and return of commodities, diversification benefits, risk management, macroeconomic determinants of commodity investments, and commodity trading advisors. Starting with the basics of commodity investments and moving to more complex topics, such as performance measurement, asset pricing, and value at risk, The Handbook of Commodity Investments is a reliable resource for anyone who needs to understand this dynamic market.
Book Synopsis Intelligent Commodity Investing by : Hilary Till
Download or read book Intelligent Commodity Investing written by Hilary Till and published by . This book was released on 2007 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the only multi-contributor book on commodity investment offering a breadth of opinions for sophisticated investors. It looks at commodity investment from the following perspectives: the investor, the active manager, the commodity index provider, the risk manager, and the researcher. In response to the rapid growth in the market, this timely publication will bring you up to speed on the trends and challenges of commodity investment, providing you with a practical investment framework. It is a recommended reading for hedge fund managers, pension fund consultants, mutual fund portfolio managers, endowment chief investment officers, futures traders, family office investors, commodity trading advisers, brokers, dealers and MBA students researching this important subject.
Book Synopsis Adaptive Asset Allocation by : Adam Butler
Download or read book Adaptive Asset Allocation written by Adam Butler and published by John Wiley & Sons. This book was released on 2016-02-02 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build an agile, responsive portfolio with a new approach to global asset allocation Adaptive Asset Allocation is a no-nonsense how-to guide for dynamic portfolio management. Written by the team behind Gestaltu.com, this book walks you through a uniquely objective and unbiased investment philosophy and provides clear guidelines for execution. From foundational concepts and timing to forecasting and portfolio optimization, this book shares insightful perspective on portfolio adaptation that can improve any investment strategy. Accessible explanations of both classical and contemporary research support the methodologies presented, bolstered by the authors' own capstone case study showing the direct impact of this approach on the individual investor. Financial advisors are competing in an increasingly commoditized environment, with the added burden of two substantial bear markets in the last 15 years. This book presents a framework that addresses the major challenges both advisors and investors face, emphasizing the importance of an agile, globally-diversified portfolio. Drill down to the most important concepts in wealth management Optimize portfolio performance with careful timing of savings and withdrawals Forecast returns 80% more accurately than assuming long-term averages Adopt an investment framework for stability, growth, and maximum income An optimized portfolio must be structured in a way that allows quick response to changes in asset class risks and relationships, and the flexibility to continually adapt to market changes. To execute such an ambitious strategy, it is essential to have a strong grasp of foundational wealth management concepts, a reliable system of forecasting, and a clear understanding of the merits of individual investment methods. Adaptive Asset Allocation provides critical background information alongside a streamlined framework for improving portfolio performance.
Book Synopsis Artificial Intelligence in Asset Management by : Söhnke M. Bartram
Download or read book Artificial Intelligence in Asset Management written by Söhnke M. Bartram and published by CFA Institute Research Foundation. This book was released on 2020-08-28 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.
Book Synopsis The Theory and Practice of Investment Management by : Frank J. Fabozzi
Download or read book The Theory and Practice of Investment Management written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2002-11-25 with total page 914 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert advice that applies the theory and practice of investment management to today's financial environment The changing nature and rapid growth of the investment management industry, along with new theoretical developments in the field of finance, have led to a need for higher quality investment management practices and better qualified professionals. The Theory and Practice of Investment Management recognizes these needs and addresses them with sharp, innovative insights from some of the most respected experts in the field of investment management. The Theory and Practice of Investment Management discusses and describes the full scope of investment products and strategies available in today's market. Led by financial experts Frank Fabozzi and Harry Markowitz, the contributors to this book are active, successful practitioners with hands-on expertise. By combining real-world financial knowledge with investment management theory, this book provides a complete analysis of all pertinent investment products-including hedge funds and private equity-and explores a wide range of investment strategies. Tying together theoretical advances in investment management with actual applications, this book gives readers an opportunity to use proven investment management techniques to protect and grow a portfolio under many different circumstances.
Book Synopsis How to Invest in Structured Products by : Andreas Bluemke
Download or read book How to Invest in Structured Products written by Andreas Bluemke and published by John Wiley & Sons. This book was released on 2009-09-15 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is essential in understanding, investing and risk managing the holy grail of investments - structured products. The book begins by introducing structured products by way of a basic guide so that readers will be able to understand a payoff graphic, read a termsheet or assess a payoff formula, before moving on to the key asset classes and their peculiarities. Readers will then move on to the more advanced subjects such as structured products construction and behaviour during their lifetime. It also explains how to avoid important pitfalls in products across all asset classes, pitfalls that have led to huge losses over recent years, including detailed coverage of counterparty risk, the fall of Lehman Brothers and other key aspects of the financial crisis related to structured products. The second part of the book presents an original approach to implementing structured products in a portfolio. Key features include: A comprehensive list of factors an investor needs to take into consideration before investing. This makes it a great help to any buyer of structured products; Unbiased advice on product investments across several asset classes: equities, fixed income, foreign exchange and commodities; Guidance on how to implement structured products in a portfolio context; A comprehensive questionnaire that will help investors to define their own investment preferences, allowing for a greater precision when facing investment decisions; An original approach determining the typical distribution of returns for major product types, essential for product classification and optimal portfolio implementation purposes; Written in a fresh, clear and understandable style, with many figures illustrating the products and very little mathematics. This book will enable you to better comprehend the use of structured products in everyday banking, quickly analyzing a product, assessing which of your clients it suits, and recognizing its major pitfalls. You will be able to see the added value versus the cost of a product and if the payoff is compatible with the market expectations.
Book Synopsis Behavioral Portfolio Management by : C. Thomas Howard
Download or read book Behavioral Portfolio Management written by C. Thomas Howard and published by Harriman House Limited. This book was released on 2014-03-17 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The investment industry is on the cusp of a major shift, from Modern Portfolio Theory (MPT) to Behavioral Finance, with Behavioral Portfolio Management (BMP) the next step in this transition. BPM focuses on how to harness the price distortions that are driven by emotional crowds and use this to create superior portfolios. Once markets and investing are viewed through the lens of behavior, and portfolios are constructed on this basis, investable opportunities become readily apparent. Mastering your emotions is critical to the process and the insights provided by Tom Howard put investors on the path to achieving this. Forty years of Behavioral Science research presents a clear picture of how individuals make decisions; there are few signs of rationality. Indeed, emotional investors sabotage their own efforts in building long-horizon wealth. When this is combined with the misconception that active management is unable to generate superior returns, the typical emotional investor leaves hundreds of thousands, if not millions, of dollars on the table during their investment lifetimes. Howard moves on to show how industry practice, with its use of the style grid, standard deviation, correlation, maximum drawdown and the Sharpe ratio, has entrenched emotion within investing. The result is that investors construct underperforming, bubble-wrapped portfolios. So if an investor masters their own emotions, they still must challenge the emotionally-based conventional wisdom pervasive throughout the industry. Tom Howard explains how to do this. Attention is then given to measureable and persistent behavioral factors. These provide investors with a new source of information that has the potential to transform how they think about portfolio management and dramatically improve performance. Behavioral factors can be used to select the best stocks, the best active managers, and the best markets in which to invest. Once the transition to behavioral finance is made, the emotional measures of MPT will quickly be forgotten and replaced with rational concepts that allow investors to successfully build long-horizon wealth. If you take portfolio construction seriously, it is essential that you make the next step forward towards Behavioral Portfolio Management.
Author :International Monetary Fund. Monetary and Capital Markets Department Publisher :International Monetary Fund ISBN 13 :1513529196 Total Pages :120 pages Book Rating :4.5/5 (135 download)
Book Synopsis Global Financial Stability Report, April 2020 by : International Monetary Fund. Monetary and Capital Markets Department
Download or read book Global Financial Stability Report, April 2020 written by International Monetary Fund. Monetary and Capital Markets Department and published by International Monetary Fund. This book was released on 2020-04-14 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: The April 2020 Global Financial Stability Report (GFSR) assesses the financial stability challenges posed by the coronavirus (COVID-19) pandemic. Chapter 1 describes how financial conditions tightened abrubtly with the onset of the pandemic, with risk asset prices dropping sharply as investors rushed to safety and liquidity. It finds that a further tightening of financial conditions may expose vulnerabilities, including among nonbank financial institutions, and that bank resilience may be tested if economic and financial market stresses rise. Vulnerabilities in global risky corporate credit markets, including weakened credit quality of borrowers, looser underwriting standards, liquidity risks at investment funds, and increased interconnectedness, could generate losses at nonbank financial institutions in a severe adverse scenario, as discussed in Chapter 2. The pandemic led to an unprecedented and sharp reversal of portfolio flows, highlighting the challenges of managing flows in emerging and frontier markets. Chapter 3 shows that global financial conditions tend to influence portfolio flows more during surges than in normal times, that stronger domestic fundamentals can help mitigate outflows, and that greater foreign participation in local currency bond markets may increase price volatility where domestic markets lack depth. Beyond the immediate challenges of COVID-19, Chapter 4 explores the profitability pressures that banks are likely to face over the medium term in an environment where low interest rates are expected to persist. Chapter 5 takes a broader perspective on physical risks associated with climate change. It finds that these risks do not appear to be reflected in global equity valuations and that stress testing and better disclosure of exposures to climatic hazards are essential to better assess physical risk.
Book Synopsis Alternative Investments: A Primer for Investment Professionals by : Donald R. Chambers
Download or read book Alternative Investments: A Primer for Investment Professionals written by Donald R. Chambers and published by CFA Institute Research Foundation. This book was released on 2018 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alternative Investments: A Primer for Investment Professionals provides an overview of alternative investments for institutional asset allocators and other overseers of portfolios containing both traditional and alternative assets. It is designed for those with substantial experience regarding traditional investments in stocks and bonds but limited familiarity regarding alternative assets, alternative strategies, and alternative portfolio management. The primer categorizes alternative assets into four groups: hedge funds, real assets, private equity, and structured products/derivatives. Real assets include vacant land, farmland, timber, infrastructure, intellectual property, commodities, and private real estate. For each group, the primer provides essential information about the characteristics, challenges, and purposes of these institutional-quality alternative assets in the context of a well-diversified institutional portfolio. Other topics addressed by this primer include tail risk, due diligence of the investment process and operations, measurement and management of risks and returns, setting return expectations, and portfolio construction. The primer concludes with a chapter on the case for investing in alternatives.
