Do Hedge Funds Deliver Alpha? A Bayesian and Bootstrap Analysis

Do Hedge Funds Deliver Alpha? A Bayesian and Bootstrap Analysis
Author: Robert Kosowski
Publisher:
Total Pages: 47
Release: 2013
Genre:
ISBN:

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Using a robust bootstrap procedure, we find that top hedge fund performance cannot be explained by luck, and that hedge fund performance persists at annual horizons. Moreover, we show that Bayesian measures, which help overcome the short-sample problem inherent in hedge fund returns, lead to superior performance predictability. Relative to sorting on OLS alphas, sorting on Bayesian alphas yields a 5.5 percent per year increase in the alpha of the spread between the top and bottom hedge fund deciles. Our results are robust, and relevant to investors, as they are neither confined to small funds, nor driven by incubation bias, backfill bias or serial correlation.

Your Essential Guide to Quantitative Hedge Fund Investing

Your Essential Guide to Quantitative Hedge Fund Investing
Author: Marat Molyboga
Publisher: CRC Press
Total Pages: 317
Release: 2023-07-18
Genre: Mathematics
ISBN: 100090461X

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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.

Hedge Fund Alpha

Hedge Fund Alpha
Author: John M. Longo
Publisher: World Scientific
Total Pages: 333
Release: 2009
Genre: Business & Economics
ISBN: 9812834664

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Hedge funds are perhaps the hottest topic in finance today, but little material of substance to date has been written on the topic. Most books focus on how to set up a hedge fund and the basic strategies, while few to none focus on what matters most: generating and understanding investment performance. This book takes an exclusive look at the latter, including an analysis of the areas that are most likely to generate strong investment returns OCo namely, the emerging markets of Brazil, Russia, India and China. The book will be invaluable to not only financial professionals, but anyone interested in learning about hedge funds and their future.

Seeking Alpha, Getting Beta

Seeking Alpha, Getting Beta
Author: William R. McCumber
Publisher:
Total Pages: 30
Release: 2014
Genre:
ISBN:

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Utilizing several models and regression analytics I compare factor attribution, strategies, and active management fees for 11,394 U.S. equity mutual funds and a matched sample of hedge funds from 1994 to 2010. There is modest evidence to support alpha delivery by mutual and hedge fund managers though this critically depends upon model specification. Quantile regression analysis with a robust bootstrap procedure demonstrates that typical regressions at the means do not adequately describe manager skill and factor attribution, and that these findings are not driven by the short-sample problem or backfill bias. Specifically, manager skill is demonstrably different at the 20th and 80th percentiles. Hedge funds are more actively managed than mutual funds, and thus investors pay similar fees to mutual funds and hedge funds for active management services even when taking hedge fund performance fees into consideration.

Efficiently Inefficient

Efficiently Inefficient
Author: Lasse Heje Pedersen
Publisher: Princeton University Press
Total Pages: 368
Release: 2019-09-17
Genre: Business & Economics
ISBN: 0691196095

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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. Pedersen views markets as neither perfectly efficient nor completely inefficient. Rather, they are inefficient enough that money managers can be compensated for their costs through the profits of their trading strategies and efficient enough that the profits after costs do not encourage additional active investing. Understanding how to trade in this efficiently inefficient market provides a new, engaging way to learn finance. Pedersen analyzes how the market price of stocks and bonds can differ from the model price, leading to new perspectives on the relationship between trading results and finance theory. He explores several different areas in depth--fundamental tools for investment management, equity strategies, macro strategies, and arbitrage strategies--and he looks at such diverse topics as portfolio choice, risk management, equity valuation, and yield curve logic. The book's strategies are illuminated further by interviews with leading hedge fund managers: Lee Ainslie, Cliff Asness, Jim Chanos, Ken Griffin, David Harding, John Paulson, Myron Scholes, and George Soros.

Contemporary Issues in Sustainability Accounting, Assurance and Reporting

Contemporary Issues in Sustainability Accounting, Assurance and Reporting
Author: Stewart Jones
Publisher: Emerald Group Publishing
Total Pages: 296
Release: 2012-06-15
Genre: Business & Economics
ISBN: 1780520212

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This volume draws together contemporary topics, themes and methodologies in the field of sustainability reporting and assurance to reveal how sustainability information is actually used, interpreted and processed by internal and external users.

Handbook of Hedge Funds

Handbook of Hedge Funds
Author: François-Serge Lhabitant
Publisher: John Wiley & Sons
Total Pages: 654
Release: 2011-03-23
Genre: Business & Economics
ISBN: 1119995248

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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.

Econometrics of Risk

Econometrics of Risk
Author: Van-Nam Huynh
Publisher: Springer
Total Pages: 486
Release: 2014-12-15
Genre: Technology & Engineering
ISBN: 3319134493

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This edited book contains several state-of-the-art papers devoted to econometrics of risk. Some papers provide theoretical analysis of the corresponding mathematical, statistical, computational, and economical models. Other papers describe applications of the novel risk-related econometric techniques to real-life economic situations. The book presents new methods developed just recently, in particular, methods using non-Gaussian heavy-tailed distributions, methods using non-Gaussian copulas to properly take into account dependence between different quantities, methods taking into account imprecise ("fuzzy") expert knowledge, and many other innovative techniques. This versatile volume helps practitioners to learn how to apply new techniques of econometrics of risk, and researchers to further improve the existing models and to come up with new ideas on how to best take into account economic risks.

Asset Management

Asset Management
Author: Andrew Ang
Publisher: Oxford University Press
Total Pages: 717
Release: 2014-07-07
Genre: Business & Economics
ISBN: 0199959331

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In Asset Management: A Systematic Approach to Factor Investing, Professor Andrew Ang presents a comprehensive, new approach to the age-old problem of where to put your money. Years of experience as a finance professor and a consultant have led him to see that what matters aren't asset class labels, but instead the bundles of overlapping risks they represent. Factor risks must be the focus of our attention if we are to weather market turmoil and receive the rewards that come with doing so. Clearly written yet full of the latest research and data, Asset Management is indispensable reading for trustees, professional money managers, smart private investors, and business students who want to understand the economics behind factor risk premiums, to harvest them efficiently in their portfolios, and to embark on the search for true alpha.

The Efficient Market Theory and Evidence

The Efficient Market Theory and Evidence
Author: Andrew Ang
Publisher: Now Publishers Inc
Total Pages: 99
Release: 2011
Genre: Business & Economics
ISBN: 1601984685

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The Efficient Market Hypothesis (EMH) asserts that, at all times, the price of a security reflects all available information about its fundamental value. The implication of the EMH for investors is that, to the extent that speculative trading is costly, speculation must be a loser's game. Hence, under the EMH, a passive strategy is bound eventually to beat a strategy that uses active management, where active management is characterized as trading that seeks to exploit mispriced assets relative to a risk-adjusted benchmark. The EMH has been refined over the past several decades to reflect the realism of the marketplace, including costly information, transactions costs, financing, agency costs, and other real-world frictions. The most recent expressions of the EMH thus allow a role for arbitrageurs in the market who may profit from their comparative advantages. These advantages may include specialized knowledge, lower trading costs, low management fees or agency costs, and a financing structure that allows the arbitrageur to undertake trades with long verification periods. The actions of these arbitrageurs cause liquid securities markets to be generally fairly efficient with respect to information, despite some notable anomalies.