Portfolio Optimization With Hedge Funds

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Portfolio Optimization and Hedge Fund Style Allocation Decisions

Author : Noel Amenc
Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Portfolio Optimization and Hedge Fund Style Allocation Decisions by : Noel Amenc

Download or read book Portfolio Optimization and Hedge Fund Style Allocation Decisions written by Noel Amenc and published by . This book was released on 2002 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper attempts to evaluate the out-of-sample performance of an improved estimator of the covariance structure of hedge fund index returns, focusing on its use for optimal portfolio selection. Using data from CSFB-Tremont hedge fund indices, we find that ex-post volatility of minimum variance portfolios generated using implicit factor based estimation techniques is between 1.5 and 6 times lower than that of a value-weighted benchmark, such differences being both economically and statistically significant. This strongly indicates that optimal inclusion of hedge funds in an investor portfolio can potentially generate a dramatic decrease in the portfolio volatility on an out-of-sample basis. Differences in mean returns, on the other hand, are not statistically significant, suggesting that the improvement in terms of risk control does not necessarily come at the cost of lower expected returns.

Portfolio Optimization and Performance Analysis

Author : Jean-Luc Prigent
Publisher : CRC Press
ISBN 13 : 142001093X
Total Pages : 451 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Portfolio Optimization and Performance Analysis by : Jean-Luc Prigent

Download or read book Portfolio Optimization and Performance Analysis written by Jean-Luc Prigent and published by CRC Press. This book was released on 2007-05-07 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: In answer to the intense development of new financial products and the increasing complexity of portfolio management theory, Portfolio Optimization and Performance Analysis offers a solid grounding in modern portfolio theory. The book presents both standard and novel results on the axiomatics of the individual choice in an uncertain framework, cont

Portfolio Optimization of Hedge Funds in a Downside Risk Framework (Optimisation de Portefeuille des Hedge Funds dans le cadre du Downside Risk).

Download Portfolio Optimization of Hedge Funds in a Downside Risk Framework (Optimisation de Portefeuille des Hedge Funds dans le cadre du Downside Risk). PDF Online Free

Author : Chokri Mamoghli
Publisher :
ISBN 13 :
Total Pages : 23 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Portfolio Optimization of Hedge Funds in a Downside Risk Framework (Optimisation de Portefeuille des Hedge Funds dans le cadre du Downside Risk). by : Chokri Mamoghli

Download or read book Portfolio Optimization of Hedge Funds in a Downside Risk Framework (Optimisation de Portefeuille des Hedge Funds dans le cadre du Downside Risk). written by Chokri Mamoghli and published by . This book was released on 2008 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: This article examines the portfolio optimization of hedge funds in the downside risk framework in order to take into account the asymmetry of returns and the behavior of investors towards the risk which are not captured by the mean-variance model. By using the Credit Suisse/Tremont Hedge Fund database, the results showed that the downside risk measures have an impact on the composition of optimal portfolios and on the efficient frontier. The results also showed that the mean-variance model overestimates the risk because of the use of the variance as a risk measure, but the mean- semivariance model of Harlow (1991) underestimates the risk because of the cosemivariances measures used in this model. Likewise, the results obtained proved that the new mean-semivariance model provides a better optimization of hedge funds portfolios because it makes it possible to capture the non-normality of hedge funds strategies and the risk perception of investors which are not taken into account by the mean-variance model and also makes it possible to overcome the problem of inequality of the cosemivariances measures in the mean-semivariance model of Harlow (1991).

Derivatives and Hedge Funds

Author : Stephen Satchell
Publisher : Springer
ISBN 13 : 1137554177
Total Pages : 416 pages
Book Rating : 4.1/5 (375 download)

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Book Synopsis Derivatives and Hedge Funds by : Stephen Satchell

Download or read book Derivatives and Hedge Funds written by Stephen Satchell and published by Springer. This book was released on 2016-05-18 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last 20 years hedge funds and derivatives have fluctuated in reputational terms; they have been blamed for the global financial crisis and been praised for the provision of liquidity in troubled times. Both topics are rather under-researched due to a combination of data and secrecy issues. This book is a collection of papers celebrating 20 years of the Journal of Derivatives and Hedge Funds (JDHF). The 18 papers included in this volume represent a small sample of influential papers included during the life of the Journal, representing industry-orientated research in these areas. With a Preface from co-editor of the journal Stephen Satchell, the first part of the collection focuses on hedge funds and the second on markets, prices and products.

Portfolio Optimization with Hedge Funds

Author : Stephan Jöhri
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (638 download)

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Book Synopsis Portfolio Optimization with Hedge Funds by : Stephan Jöhri

Download or read book Portfolio Optimization with Hedge Funds written by Stephan Jöhri and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hedge Fund Secrets

Author : Philip J. Romero
Publisher : Business Expert Press
ISBN 13 : 1947441078
Total Pages : 195 pages
Book Rating : 4.9/5 (474 download)

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Book Synopsis Hedge Fund Secrets by : Philip J. Romero

Download or read book Hedge Fund Secrets written by Philip J. Romero and published by Business Expert Press. This book was released on 2018-01-24 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Hedge Funds Do provides a needed complement to journalistic accounts of the hedge fund industry, to deepen the understanding of non-specialist readers such as policymakers, journalists, and individual investors. What do hedge funds really do? These lightly-regulated funds continually innovate new investing and trading strategies to take advantage of temporary mispricing of assets (when their market price deviates from their intrinsic value). These techniques are shrouded in mystery, which permits hedge fund managers to charge exceptionally high fees. While the details of each funds' approach are carefully guarded trade secrets, this book draws the curtain back on the core building blocks of many hedge fund strategies Beyond the book's instructional goals, What Hedge Funds Do provides a needed complement to journalistic accounts of the hedge fund industry, to deepen the understanding of non-specialist readers such as policymakers, journalists, and individual investors. It is written by a fund practitioner and computer scientist (Balch), in collaboration with a public policy economist and finance academic (Romero).

Portfolio Optimization Using Fundamental Indicators Based on Multi-Objective EA

Author : Antonio Daniel Silva
Publisher : Springer
ISBN 13 : 3319293923
Total Pages : 108 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Portfolio Optimization Using Fundamental Indicators Based on Multi-Objective EA by : Antonio Daniel Silva

Download or read book Portfolio Optimization Using Fundamental Indicators Based on Multi-Objective EA written by Antonio Daniel Silva and published by Springer. This book was released on 2016-02-11 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work presents a new approach to portfolio composition in the stock market. It incorporates a fundamental approach using financial ratios and technical indicators with a Multi-Objective Evolutionary Algorithms to choose the portfolio composition with two objectives the return and the risk. Two different chromosomes are used for representing different investment models with real constraints equivalents to the ones faced by managers of mutual funds, hedge funds, and pension funds. To validate the present solution two case studies are presented for the SP&500 for the period June 2010 until end of 2012. The simulations demonstrates that stock selection based on financial ratios is a combination that can be used to choose the best companies in operational terms, obtaining returns above the market average with low variances in their returns. In this case the optimizer found stocks with high return on investment in a conjunction with high rate of growth of the net income and a high profit margin. To obtain stocks with high valuation potential it is necessary to choose companies with a lower or average market capitalization, low PER, high rates of revenue growth and high operating leverage

Efficient Asset Management

Author : Richard O. Michaud
Publisher : Oxford University Press
ISBN 13 : 0199887195
Total Pages : 207 pages
Book Rating : 4.1/5 (998 download)

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Book Synopsis Efficient Asset Management by : Richard O. Michaud

Download or read book Efficient Asset Management written by Richard O. Michaud and published by Oxford University Press. This book was released on 2008-03-03 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: In spite of theoretical benefits, Markowitz mean-variance (MV) optimized portfolios often fail to meet practical investment goals of marketability, usability, and performance, prompting many investors to seek simpler alternatives. Financial experts Richard and Robert Michaud demonstrate that the limitations of MV optimization are not the result of conceptual flaws in Markowitz theory but unrealistic representation of investment information. What is missing is a realistic treatment of estimation error in the optimization and rebalancing process. The text provides a non-technical review of classical Markowitz optimization and traditional objections. The authors demonstrate that in practice the single most important limitation of MV optimization is oversensitivity to estimation error. Portfolio optimization requires a modern statistical perspective. Efficient Asset Management, Second Edition uses Monte Carlo resampling to address information uncertainty and define Resampled Efficiency (RE) technology. RE optimized portfolios represent a new definition of portfolio optimality that is more investment intuitive, robust, and provably investment effective. RE rebalancing provides the first rigorous portfolio trading, monitoring, and asset importance rules, avoiding widespread ad hoc methods in current practice. The Second Edition resolves several open issues and misunderstandings that have emerged since the original edition. The new edition includes new proofs of effectiveness, substantial revisions of statistical estimation, extensive discussion of long-short optimization, and new tools for dealing with estimation error in applications and enhancing computational efficiency. RE optimization is shown to be a Bayesian-based generalization and enhancement of Markowitz's solution. RE technology corrects many current practices that may adversely impact the investment value of trillions of dollars under current asset management. RE optimization technology may also be useful in other financial optimizations and more generally in multivariate estimation contexts of information uncertainty with Bayesian linear constraints. Michaud and Michaud's new book includes numerous additional proposals to enhance investment value including Stein and Bayesian methods for improved input estimation, the use of portfolio priors, and an economic perspective for asset-liability optimization. Applications include investment policy, asset allocation, and equity portfolio optimization. A simple global asset allocation problem illustrates portfolio optimization techniques. A final chapter includes practical advice for avoiding simple portfolio design errors. With its important implications for investment practice, Efficient Asset Management 's highly intuitive yet rigorous approach to defining optimal portfolios will appeal to investment management executives, consultants, brokers, and anyone seeking to stay abreast of current investment technology. Through practical examples and illustrations, Michaud and Michaud update the practice of optimization for modern investment management.

Hedge Funds

Author : Greg N. Gregoriou
Publisher : John Wiley & Sons
ISBN 13 : 1118161033
Total Pages : 487 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Hedge Funds by : Greg N. Gregoriou

Download or read book Hedge Funds written by Greg N. Gregoriou and published by John Wiley & Sons. This book was released on 2011-08-04 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether already experienced with hedge funds or just thinking about investing in them, readers need a firm understanding of this unique investment vehicle in order to achieve maximum success. Hedge Funds unites over thirty of the top practitioners and academics in the hedge fund industry to provide readers with the latest findings in this field. Their analysis deals with a variety of topics, from new methods of performance evaluation to portfolio allocation and risk/return matters. Although some of the information is technical in nature, an understanding and applicability of the results as well as theoretical developments are stressed. Filled with in-depth insight and expert advice, Hedge Funds helps readers make the most of this flexible investment vehicle.

Portfolio Theory and Management

Author : H. Kent Baker
Publisher : Oxford University Press
ISBN 13 : 019931151X
Total Pages : 798 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Portfolio Theory and Management by : H. Kent Baker

Download or read book Portfolio Theory and Management written by H. Kent Baker and published by Oxford University Press. This book was released on 2013-01-07 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio management is an ongoing process of constructing portfolios that balances an investor's objectives with the portfolio manager's expectations about the future. This dynamic process provides the payoff for investors. Portfolio management evaluates individual assets or investments by their contribution to the risk and return of an investor's portfolio rather than in isolation. This is called the portfolio perspective. Thus, by constructing a diversified portfolio, a portfolio manager can reduce risk for a given level of expected return, compared to investing in an individual asset or security. According to modern portfolio theory (MPT), investors who do not follow a portfolio perspective bear risk that is not rewarded with greater expected return. Portfolio diversification works best when financial markets are operating normally compared to periods of market turmoil such as the 2007-2008 financial crisis. During periods of turmoil, correlations tend to increase thus reducing the benefits of diversification. Portfolio management today emerges as a dynamic process, which continues to evolve at a rapid pace. The purpose of Portfolio Theory and Management is to take readers from the foundations of portfolio management with the contributions of financial pioneers up to the latest trends emerging within the context of special topics. The book includes discussions of portfolio theory and management both before and after the 2007-2008 financial crisis. This volume provides a critical reflection of what worked and what did not work viewed from the perspective of the recent financial crisis. Further, the book is not restricted to the U.S. market but takes a more global focus by highlighting cross-country differences and practices. This 30-chapter book consists of seven sections. These chapters are: (1) portfolio theory and asset pricing, (2) the investment policy statement and fiduciary duties, (3) asset allocation and portfolio construction, (4) risk management, (V) portfolio execution, monitoring, and rebalancing, (6) evaluating and reporting portfolio performance, and (7) special topics.

Investor's Choice

Author : Clemens Glaffig
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Investor's Choice by : Clemens Glaffig

Download or read book Investor's Choice written by Clemens Glaffig and published by . This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Classical methods of portfolio optimization are inadequate for the optimization of hedge fund portfolios. For hedge fund portfolios, investors have different and much more diversified preferences. Reflecting hedge fund investors' specific concerns is much more important for this asset class. Classical approaches typically impose their own definitions of preferences and risk perception, optimizing toward a target that is ignorant of investors' specific situations and risk aversion. In addition, given the non-linear and non-homogeneous dependence of hedge funds on markets, neither pure historic data nor data generated by empirical distributions are adequate bases for an optimization.This article proposes a method that takes investor preferences as the starting point to define an objective function that will be flexible enough to include general investor preferences. In particular, we can include path- and market-dependent objectives. We use a heuristic search algorithm to solve the optimization problem. The article also develops a method to produce a forward-looking data set on which the optimization can be based. It is also particularly apt for a case when a portfolio of hedge funds is used as an overlay. We compare this approach to classical optimizations on empirical data to highlight the effects of the additional degrees of freedom we have included.

Risk and Asset Allocation

Author : Attilio Meucci
Publisher : Springer Science & Business Media
ISBN 13 : 3642009646
Total Pages : 547 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Risk and Asset Allocation by : Attilio Meucci

Download or read book Risk and Asset Allocation written by Attilio Meucci and published by Springer Science & Business Media. This book was released on 2009-05-22 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses in the practical and theoretical aspects of one-period asset allocation, i.e. market Modeling, invariants estimation, portfolia evaluation, and portfolio optimization in the prexence of estimation risk The book is software based, many of the exercises simulate in Matlab the solution to practical problems and can be downloaded from the book's web-site

Investment Manager Analysis

Author : Frank J. Travers
Publisher : John Wiley & Sons
ISBN 13 : 1118160894
Total Pages : 321 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Investment Manager Analysis by : Frank J. Travers

Download or read book Investment Manager Analysis written by Frank J. Travers and published by John Wiley & Sons. This book was released on 2011-08-31 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Investment Manager Analysis "This is a book that should have been written years ago. It provides a practical, thorough, and completely objective method to analyze and select an investment manager. It takes the mystery (and the consultants) out of the equation. Without question, this book belongs on every Plan Sponsor's desk." —Dave Davenport, Assistant Treasurer, Lord Corporation, author of The Equity Manager Search "An insightful compendium of the issues that challenge those responsible for hiring and firing investment managers. Frank Travers does a good job of taking complicated analytical tools and methodologies and explaining them in a simple, yet practical manner. Anyone responsible for conducting investment manager due diligence should have a copy on their bookshelf." —Leon G. Cooperman, Chairman and CEO, Omega Advisors, Inc. "Investment Manager Analysis provides a good overview of the important areas that purchasers of institutional investment management services need to consider. It is a good instructional guide, from which search policies and procedures can be developed, as well as a handy reference guide." —David Spaulding, President, The Spaulding Group, Inc. "This book is the definitive work on the investment manager selection process. It is comprehensive in scope and well organized for both the layman and the professional. It should be required reading for any organization or individual seeking talent to manage their assets." —Scott Johnston, Chairman and Chief Investment Officer, Sterling Johnston Capital Management, LP "Investment Manager Analysis is a much-needed, comprehensive review of the manager selection process. While the industry is riddled with information about selecting individual stocks, comparatively little has been written on the important subject of manager selection for fund sponsors. This is a particularly useful guide for the less experienced practitioner and offers considerable value to the veteran decisionmaker as well." —Dennis J. Trittin, CFA, Portfolio Manager, Russell Investment Group

Building a Better Fund of Hedge Funds

Author : Jan Olszewski
Publisher :
ISBN 13 :
Total Pages : 38 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Building a Better Fund of Hedge Funds by : Jan Olszewski

Download or read book Building a Better Fund of Hedge Funds written by Jan Olszewski and published by . This book was released on 2005 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: Markowitz's (1952) portfolio theory has permeated financial institutions over the past 50 years. Assuming that returns are normally distributed, Markowitz suggests that portfolio optimization should be performed in a mean-variance framework. With the emergence of hedge funds and their non-normally distributed returns, mean-variance portfolio optimization is no longer adequate. Here, hedge fund returns are modeled with the alpha-stable distribution and a mean-CVaR portfolio optimization is performed. Results indicate that by using the alpha-stable distribution, a more efficient fund of hedge funds portfolio can be created than would be by assuming a normal distribution. To further increase efficiency, the Hurst exponent is considered as a filtering tool and it is found that combining hedge fund strategies within a range of Hurst exponents leads to the creation of more efficient portfolios as characterized by higher risk-adjusted ratios. These findings open the door for the further study of econophysics tools in the analysis of hedge fund returns.

Hedge Funds

Author : Greg N. Gregoriou
Publisher : Beard Books
ISBN 13 : 158798203X
Total Pages : 385 pages
Book Rating : 4.5/5 (879 download)

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Book Synopsis Hedge Funds by : Greg N. Gregoriou

Download or read book Hedge Funds written by Greg N. Gregoriou and published by Beard Books. This book was released on 2003 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Twenty-one contributions from academics and practitioners discuss recent research on hedge funds. Aimed at investment professionals and high net worth individuals, the text deals with current methods of hedge fund tracking, evaluation, and selection. Sample topics include convertible arbitrage funds

Handbook of Hedge Funds

Author : François-Serge Lhabitant
Publisher : John Wiley & Sons
ISBN 13 : 1119995248
Total Pages : 654 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Handbook of Hedge Funds by : François-Serge Lhabitant

Download or read book Handbook of Hedge Funds written by François-Serge Lhabitant and published by John Wiley & Sons. This book was released on 2011-03-23 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Risk Parity and Budgeting

Author : Thierry Roncalli
Publisher : CRC Press
ISBN 13 : 1482207168
Total Pages : 430 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Introduction to Risk Parity and Budgeting by : Thierry Roncalli

Download or read book Introduction to Risk Parity and Budgeting written by Thierry Roncalli and published by CRC Press. This book was released on 2016-04-19 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although portfolio management didn't change much during the 40 years after the seminal works of Markowitz and Sharpe, the development of risk budgeting techniques marked an important milestone in the deepening of the relationship between risk and asset management. Risk parity then became a popular financial model of investment after the global fina