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Testing Asset Pricing Models With Hedge Fund Data And Hedge Fund Performance
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Book Synopsis Testing Asset Pricing Models with Hedge Fund Data and Hedge Fund Performance by : Panagiotis Ballis-Papanastasiou
Download or read book Testing Asset Pricing Models with Hedge Fund Data and Hedge Fund Performance written by Panagiotis Ballis-Papanastasiou and published by . This book was released on 2016 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hedge funds are now established investment instruments in the asset management world. The author identifies three main questions: i) What kind of asset pricing models are adequate to measure the performance of hedge funds, what kind of properties do they possess ii) if we are able to identify suitable asset pricing models to measure the performance of hedge funds, what kind of performance we are actually detecting? Do hedge funds exhibit higher abnormal returns as it is usually stated iii) if we are able to detect a superior risk adjusted performance, is this performance persistent? Or stated differently, is the past risk adjusted over performance helpful for future performance?In an extensive theoretical and empirical analysis the authors shows that the consistent measure of the performance of hedge funds fails already in the first step, since no asset pricing model is statistically significant and hence, according to the strict conditions of capital market theory, they are unsuitable for measuring performance.Although these performance models, strictly according to the capital market theory, are not suitable for measuring performance, one can still ask the question as to whether hedge funds exhibit a superior performance against some common benchmark or performance attribution models. This excess returns is then, strictly speaking, not an alpha in terms of capital market theory, rather a relative outperformance compared to this benchmark or performance attribution model. The author shows that a small excess return, measured against such factor models is prevalent. However, the persistence of the excess returns is weak and most probably not economically exploitable. The results are robust against alternative factor models, both linear and regime-switching model and against parametric and non-parametric methods.
Book Synopsis Relative Value Hedge Funds by : Lee Mick Swartz
Download or read book Relative Value Hedge Funds written by Lee Mick Swartz and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This study has 4 contributions to the literature. First, the authors analyze the risk characteristics for 11 Relative Value hedge fund strategies. Second, the authors introduce 3 families of behavioral factors, the D family, the L family, and the R family. In contrast to previous hedge fund studies, these new factors assume investors use historical and behavioral data such as average drawdown, run up, and liquidity from each hedge fund category to assess the risk. Third, additional macroeconomic variables, such as the CRB, Copper, and Oil are found to be statistically significant in some strategies. This economic and historical information, when included with asset pricing models, is more powerful in explaining hedge fund returns than previous models. Fourth, unlike the previous literature, these generated models are corrected for time-series assumptions violations and heteroskedasticity. To more fully understand the timing of risks and returns associated with investing in relative value hedge funds, pension funds, and other investors should incorporate more economic factors and behavioral factors.
Book Synopsis Summary of Philip J. Romero & Tucker Balch's What Hedge Funds Really Do by : Everest Media,
Download or read book Summary of Philip J. Romero & Tucker Balch's What Hedge Funds Really Do written by Everest Media, and published by Everest Media LLC. This book was released on 2022-05-13T22:59:00Z with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: Please note: This is a companion version & not the original book. Sample Book Insights: #1 This book is for two types of students: economics and finance students interested in what quants do, and software specialists interested in applying their skills to programming trading systems. It provides a basic understanding of investing and portfolio management, then dives into the computational details of how to automate trading strategies. #2 The financial markets are a growing, powerful, and little-known industry. This book will help you understand the markets you cover and the techniques that built their power. #3 The goal of this book is to present the essential concepts for quantitative fund management. We will assume that you want to manage a fund, and we will focus on stocks in the U. S. markets. #4 Economies grow by applying accumulated capital, along with other resources, to produce increasing amounts of goods and services. Capital is accumulated from the savings of households when they do not consume all of their income. Savings are invested in financial instruments if they can offer an attractive return.
Book Synopsis Hedge Fund Modelling and Analysis Using Excel and VBA by : Paul Darbyshire
Download or read book Hedge Fund Modelling and Analysis Using Excel and VBA written by Paul Darbyshire and published by John Wiley & Sons. This book was released on 2012-03-05 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Co-authored by two respected authorities on hedge funds and asset management, this implementation-oriented guide shows you how to employ a range of the most commonly used analysis tools and techniques both in industry and academia, for understanding, identifying and managing risk as well as for quantifying return factors across several key investment strategies. The book is also suitable for use as a core textbook for specialised graduate level courses in hedge funds and alternative investments. The book provides hands-on coverage of the visual and theoretical methods for measuring and modelling hedge fund performance with an emphasis on risk-adjusted performance metrics and techniques. A range of sophisticated risk analysis models and risk management strategies are also described in detail. Throughout, coverage is supplemented with helpful skill building exercises and worked examples in Excel and VBA. The book's dedicated website, www.darbyshirehampton.com provides Excel spreadsheets and VBA source code which can be freely downloaded and also features links to other relevant and useful resources. A comprehensive course in hedge fund modelling and analysis, this book arms you with the knowledge and tools required to effectively manage your risks and to optimise the return profile of your investment style.
Book Synopsis Evaluating Hedge Fund and CTA Performance by : Greg N. Gregoriou
Download or read book Evaluating Hedge Fund and CTA Performance written by Greg N. Gregoriou and published by John Wiley & Sons. This book was released on 2005-05-06 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing Data Envelopment Analysis (DEA) -- a quantitative approach to assess the performance of hedge funds, funds of hedge funds, and commmodity trading advisors. Steep yourself in this approach with this important new book by Greg Gregoriou and Joe Zhu. "This book steps beyond the traditional trade-off between single variables for risk and return in the determination of investment portfolios. For the first time, a comprehensive procedure is presented to compose portfolios using multiple measures of risk and return simultaneously. This approach represents a watershed in portfolio construction techniques and is especially useful for hedge fund and CTA offerings." -- Richard E. Oberuc, CEO, Burlington Hall Asset Management, Inc. Chairman, Foundation for Managed Derivatives Research Order your copy today!
Book Synopsis Empirical Asset Pricing by : Wayne Ferson
Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-26 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.
Book Synopsis Thousands of Alpha Tests by : Stefano Giglio
Download or read book Thousands of Alpha Tests written by Stefano Giglio and published by . This book was released on 2020 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data snooping is a major concern in empirical asset pricing. We develop a new framework to rigorously perform multiple hypothesis testing in linear asset pricing models, while limiting the occurrence of false positive results typically associated with data snooping. By exploiting a variety of machine learning techniques, our multiple-testing procedure is robust to omitted factors and missing data. We also prove its asymptotic validity when the number of tests is large relative to the sample size, as in many finance applications. To improve the finite sample performance, we also provide a wild-bootstrap procedure for inference and prove its validity in this setting. Finally, we illustrate the empirical relevance in the context of hedge fund performance evaluation.
Book Synopsis Hedge Fund Modelling and Analysis using MATLAB by : Paul Darbyshire
Download or read book Hedge Fund Modelling and Analysis using MATLAB written by Paul Darbyshire and published by John Wiley & Sons. This book was released on 2014-03-27 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second book in Darbyshire and Hampton’s Hedge Fund Modelling and Analysis series, Hedge Fund Modelling and Analysis Using MATLAB® takes advantage of the huge library of built-in functions and suite of financial and analytic packages available to MATLAB®. This allows for a more detailed analysis of some of the more computationally intensive and advanced topics, such as hedge fund classification, performance measurement and mean-variance optimisation. Darbyshire and Hampton’s first book in the series, Hedge Fund Modelling and Analysis Using Excel & and VBA, is seen as a valuable supplementary text to this book. Starting with an overview of the hedge fund industry the book then looks at a variety of commercially available hedge fund data sources. After covering key statistical techniques and methods, the book discusses mean-variance optimisation, hedge fund classification and performance with an emphasis on risk-adjusted return metrics. Finally, common hedge fund market risk management techniques, such as traditional Value-at-Risk methods, modified extensions and expected shortfall are covered. The book’s dedicated website, www.darbyshirehampton.com provides free downloads of all the data and MATLAB® source code, as well as other useful resources. Hedge Fund Modelling and Analysis Using MATLAB® serves as a definitive introductory guide to hedge fund modelling and analysis and will provide investors, industry practitioners and students alike with a useful range of tools and techniques for analysing and estimating alpha and beta sources of return, performing manager ranking and market risk management.
Book Synopsis Valuation of Hedge Funds Portfolios in a Downside Risk Framework by : Chokri Mamoghli
Download or read book Valuation of Hedge Funds Portfolios in a Downside Risk Framework written by Chokri Mamoghli and published by . This book was released on 2008 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this paper is to extend the capital asset pricing models in the downside risk framework to hedge funds universe in order to take into account the asymmetry of returns of these funds and the risk perception of investors. The empirical evidence based on Credit Suisse/Tremont Hedge Fund database shows that the capital asset pricing models in a downside risk framework, especially the D-CAPM, describe better the valuation of hedge funds portfolios.
Book Synopsis Portfolio Performance Evaluation by : George O. Aragon
Download or read book Portfolio Performance Evaluation written by George O. Aragon and published by Now Publishers Inc. This book was released on 2008 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides a review of the methods for measuring portfolio performance and the evidence on the performance of professionally managed investment portfolios. Traditional performance measures, strongly influenced by the Capital Asset Pricing Model of Sharpe (1964), were developed prior to 1990. We discuss some of the properties and important problems associated with these measures. We then review the more recent Conditional Performance Evaluation techniques, designed to allow for expected returns and risks that may vary over time, and thus addressing one major shortcoming of the traditional measures. We also discuss weight-based performance measures and the stochastic discount factor approach. We review the evidence that these newer measures have produced on selectivity and market timing ability for professional managed investment funds. The evidence includes equity style mutual funds, pension funds, asset allocation style funds, fixed income funds and hedge funds.
Book Synopsis Assessing Asset Pricing Models Using Revealed Preference by : Jonathan B. Berk
Download or read book Assessing Asset Pricing Models Using Revealed Preference written by Jonathan B. Berk and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We propose a new method of testing asset pricing models that does not rely on prices and returns but on quantities (flows) instead. Under the assumption that capital markets are competitive and investors rational, an asset pricing model can only be correct if investors are using it in their capital allocation decisions. Therefore, any investment opportunity that the model identifies as having a non-zero alpha must be accompanied by capital flows of the same sign as the alpha. We use the data on active mutual funds to identify such flows, and find that the recent alternatives to the Capital Asset Pricing Model do not improve upon the original model.
Book Synopsis Estimating and Testing Investment-based Asset Pricing Models by : Frederico Belo
Download or read book Estimating and Testing Investment-based Asset Pricing Models written by Frederico Belo and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most investment-based asset pricing models predict a close link between a firm's stock return and firm-characteristics at any point in time. Yet, previous work typically examines the weaker prediction that this link should hold on average. We show how to incorporate the time-series predictions in the estimation and testing of investment-based models using the generalized method of moments. We find that standard specifications of the investment-based model with one physical capital input fail to match the time series properties of stock returns in the data, and discuss the implications of the findings for future research.
Book Synopsis Swing Pricing and Fragility in Open-end Mutual Funds by : Dunhong Jin
Download or read book Swing Pricing and Fragility in Open-end Mutual Funds written by Dunhong Jin and published by International Monetary Fund. This book was released on 2019-11-01 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to prevent runs on open-end mutual funds? In recent years, markets have observed an innovation that changed the way open-end funds are priced. Alternative pricing rules (known as swing pricing) adjust funds’ net asset values to pass on funds’ trading costs to transacting shareholders. Using unique data on investor transactions in U.K. corporate bond funds, we show that swing pricing eliminates the first-mover advantage arising from the traditional pricing rule and significantly reduces redemptions during stress periods. The positive impact of alternative pricing rules on fund flows reverses in calm periods when costs associated with higher tracking error dominate the pricing effect.
Book Synopsis Investment Performance Appraisal and Asset Pricing Models by : Don U. A. Galagedera
Download or read book Investment Performance Appraisal and Asset Pricing Models written by Don U. A. Galagedera and published by . This book was released on 2003 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Wavelet Multiscale Analysis for Hedge Funds by : Thomas Conlon
Download or read book Wavelet Multiscale Analysis for Hedge Funds written by Thomas Conlon and published by . This book was released on 2017 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: The wide acceptance of Hedge Funds by Institutional Investors and Pension Funds has led to an explosive growth in assets under management. These investors are drawn to Hedge Funds due to the seemingly low correlation with traditional investments and the attractive returns. The correlations and market risk (the Beta in the Capital Asset Pricing Model) of hedge funds are generally calculated using monthly returns data, which may produce misleading results as Hedge Funds often hold illiquid exchange-traded securities or difficult to price over-the-counter securities. In this paper, the Maximum Overlap Discrete Wavelet Transform (MODWT) is applied to measure the scaling properties of Hedge Fund correlation and market risk with respect to the S&P 500. It is found that the level of correlation and market risk varies greatly according to the strategy studied and the time scale examined. Finally, the effects of scaling properties on the risk profile of a portfolio made up of Hedge Funds is studied using correlation matrices calculated over different time horizons.
Book Synopsis Volatility Analysis and Asset Pricing of Stock Portfolios by : Klaus Grobys
Download or read book Volatility Analysis and Asset Pricing of Stock Portfolios written by Klaus Grobys and published by BoD – Books on Demand. This book was released on 2009 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since a vast number of investment funds are available at the market, it may be difficult for investors to figure out which fund might serve their needs the best. Especially in times where the uncertainty in the market increases, it might be even more important to figure out how investment funds response to such volatility shocks. Volatility as a risk measure may not be constant over time, but tight connected to the market risk in contrast. Hence, the exploration of the investment fund's volatility response to shocks in the stock market may give a deeper understanding of what the actual risk of an investor might be.
Book Synopsis Tail Risk of Hedge Funds by : Gregor Aleksander Gawron
Download or read book Tail Risk of Hedge Funds written by Gregor Aleksander Gawron and published by Cuvillier Verlag. This book was released on 2007 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:
