Artificial Intelligence in Asset Management

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Author :
Publisher : CFA Institute Research Foundation
ISBN 13 : 195292703X
Total Pages : 95 pages
Book Rating : 4.9/5 (529 download)

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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.

Asset Management

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Publisher : Oxford University Press, USA
ISBN 13 : 0199959323
Total Pages : 717 pages
Book Rating : 4.1/5 (999 download)

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Book Synopsis Asset Management by : Andrew Ang

Download or read book Asset Management written by Andrew Ang and published by Oxford University Press, USA. This book was released on 2014 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stocks and bonds? Real estate? Hedge funds? Private equity? If you think those are the things to focus on in building an investment portfolio, Andrew Ang has accumulated a body of research that will prove otherwise. In this book, Ang upends the conventional wisdom about asset allocation by showing that what matters aren't asset class labels but the bundles of overlapping risks they represent.

Asset Management: Tools And Issues

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Publisher : World Scientific
ISBN 13 : 9811225761
Total Pages : 514 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Asset Management: Tools And Issues by : Frank J Fabozzi

Download or read book Asset Management: Tools And Issues written by Frank J Fabozzi and published by World Scientific. This book was released on 2020-12-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Long gone are the times when investors could make decisions based on intuition. Modern asset management draws on a wide-range of fields beyond financial theory: economics, financial accounting, econometrics/statistics, management science, operations research (optimization and Monte Carlo simulation), and more recently, data science (Big Data, machine learning, and artificial intelligence). The challenge in writing an institutional asset management book is that when tools from these different fields are applied in an investment strategy or an analytical framework for valuing securities, it is assumed that the reader is familiar with the fundamentals of these fields. Attempting to explain strategies and analytical concepts while also providing a primer on the tools from other fields is not the most effective way of describing the asset management process. Moreover, while an increasing number of investment models have been proposed in the asset management literature, there are challenges and issues in implementing these models. This book provides a description of the tools used in asset management as well as a more in-depth explanation of specialized topics and issues covered in the companion book, Fundamentals of Institutional Asset Management. The topics covered include the asset management business and its challenges, the basics of financial accounting, securitization technology, analytical tools (financial econometrics, Monte Carlo simulation, optimization models, and machine learning), alternative risk measures for asset allocation, securities finance, implementing quantitative research, quantitative equity strategies, transaction costs, multifactor models applied to equity and bond portfolio management, and backtesting methodologies. This pedagogic approach exposes the reader to the set of interdisciplinary tools that modern asset managers require in order to extract profits from data and processes.

Report on Financial Asset Management

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Author :
Publisher :
ISBN 13 :
Total Pages : 368 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Report on Financial Asset Management by : President's Private Sector Survey on Cost Control (U.S.)

Download or read book Report on Financial Asset Management written by President's Private Sector Survey on Cost Control (U.S.) and published by . This book was released on 1983 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modern Investment Management

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Publisher : John Wiley & Sons
ISBN 13 : 0471480657
Total Pages : 648 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Modern Investment Management by : Bob Litterman

Download or read book Modern Investment Management written by Bob Litterman and published by John Wiley & Sons. This book was released on 2004-11-19 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieser Band füllt eine echte Marktlücke. "Goldman Sach's Modern Investment" gibt eine Einführung in moderne Investment Management Verfahren, wie sie von Goldman Sachs Asset Management verwendet werden, um erstklassige Investitionsrenditen zu erzielen. Erläutert werden u.a. die moderne Portfoliotheorie (Portfoliodiversifikation zur Risikostreuung), Capital Asset Pricing (Verfahren zur Ermittlung des Risiko-Rendite-Austauschverhältnisses von Finanzanlagen, bei dem der unterschiedliche Risikogehalt von Finanztiteln berücksichtigt wird) sowie eine Reihe aktueller Themen wie z.B. strategische Portfoliostrukturierung, Risikobudgetierung und aktives Portfolio Management. Hier erhalten Sie die Mittel an die Hand, um die Goldman Sachs Asset Management Methode für sich selbst umzusetzen. Das von Fischer Black und Bob Litterman gemeinsam entwickelte Black-Litterman Asset Allocation Model gehört zu den angesehensten und meist verwendeten Modellen zur Portfoliostrukturierung. Litterman und seine Asset Management Group sind oft die treibende Kraft, wenn es um Portfoliostrukturierung und Investmententscheidungen der 100 international größten Pensionsfonds geht.

Investment Manager Analysis

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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

Finance

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Publisher : John Wiley & Sons
ISBN 13 : 0470486155
Total Pages : 832 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Finance by : Frank J. Fabozzi

Download or read book Finance written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2009-05-13 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: FINANCE Financial managers and investment professionals need a solid foundation in finance principles and applications in order to make the best decisions in today's ever-changing financial world. Written by the experienced author team of Frank Fabozzi and Pamela Peterson Drake, Finance examines the essential elements of this discipline and makes them understandable to a wide array of individuals, from seasoned professionals looking to fine-tune their financial skills to newcomers seeking genuine guidance through the dynamic world of finance. Divided into four comprehensive parts, this reliable resource opens with an informative introduction to the basic tools of investing and financing decision-making financial mathematics and financial analysis (Part I). From here, you'll become familiar with the fundamentals of capital market theory, including financial markets, financial intermediaries, and regulators of financial activities (Part II). You'll also gain a better understanding of interest rates, bond and stock valuation, asset pricing theory, and derivative instruments in this section. Part III moves on to detail decision-making within a business enterprise. Topics touched upon here include capital budgeting that is, whether or not to invest in specific long-lived projects and capital structure. Management of current assets and risk management are also addressed. By covering the basics of investment decision-making, Part IV skillfully wraps up this accessible overview of finance. Beginning with the determination of an investment objective, this part proceeds to demonstrate portfolio theory and performance evaluation, and also takes the time to outline techniques for managing equity and bond portfolios as well as discuss the best ways to use derivatives in the portfolio management process. Filled with in-depth insights and practical advice, Finance puts this field in perspective. And while a lot of ground is covered in this book, this information will help you appreciate and understand the complex financial issues that today's companies and investors constantly face.

Capital Returns

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Author :
Publisher : Springer
ISBN 13 : 1137571659
Total Pages : 223 pages
Book Rating : 4.1/5 (375 download)

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Book Synopsis Capital Returns by : Edward Chancellor

Download or read book Capital Returns written by Edward Chancellor and published by Springer. This book was released on 2016-05-04 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an age of serial asset bubbles and spectacular busts. Economists, policymakers, central bankers and most people in the financial world have been blindsided by these busts, while investors have lost trillions. Economists argue that bubbles can only be spotted after they burst and that market moves are unpredictable. Yet Marathon Asset Management, a London-based investment firm managing over $50 billion of assets has developed a relatively simple method for identifying and potentially avoiding them: follow the money, or rather the trail of investment. Bubbles whether they affect a whole economy or merely a single industry, tend to attract a splurge of capital spending. Excessive investment drives down returns and leads inexorably to a bust. This was the case with both the technology bubble at the turn of the century and the US housing bubble which followed shortly after. More recently, vast sums have been invested in mining and energy. From an investor's perspective, the trick is to avoid investing in sectors, or markets, where investment spending is unduly elevated and competition is fierce, and to put one's money to work where capital expenditure is depressed, competitive conditions are more favourable and, as a result, prospective investment returns are higher. This capital cycle strategy encourages investors to eschew the simple 'growth' and 'value' dichotomy and identify firms that can deliver superior returns either because capital has been taken out of an industry, or because the business has strong barriers to entry (what Warren Buffett refers to as a 'moat'). Some of Marathon's most successful investments have come from obscure, sometimes niche operations whose businesses are protected from the destructive forces of the capital cycle. Capital Returns is a comprehensive introduction to the theory and practical implementation of the capital cycle approach to investment. Edited and with an introduction by Edward Chancellor, the book brings together 60 of the most insightful reports written between 2002 and 2014 by Marathon portfolio managers. Capital Returns provides key insights into the capital cycle strategy, all supported with real life examples from global brewers to the semiconductor industry - showing how this approach can be usefully applied to different industry conditions and how, prior to 2008, it helped protect assets from financial catastrophe. This book will be a welcome reference for serious investors who looking to maximise portfolio returns over the long run.

Capital Account

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Author :
Publisher : Texere
ISBN 13 : 9781587991806
Total Pages : 0 pages
Book Rating : 4.9/5 (918 download)

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Book Synopsis Capital Account by : Edward Chancellor

Download or read book Capital Account written by Edward Chancellor and published by Texere. This book was released on 2004 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The essays contained in this book have been selected from the Global investment review (GIR) of Marathon Asset Management Ltd ..."--Page xix Includes bibliographical references and index. Introduction -- Ch. 1. Capital thoughts -- Ch. 2. The rise of shareholder value -- Ch. 3. The two-tier market -- Ch. 4. Blind capital -- Ch. 5. Fibre-optical illusions -- Ch. 6. The croupier's take -- Ch. 7. Making up the numbers -- Ch. 8. Mismanagement -- Appendix: Valuing the dream -- Glossary -- Index.

Efficient Asset Management

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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.

Asset Management Operations and Controls

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781502817891
Total Pages : 114 pages
Book Rating : 4.8/5 (178 download)

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Book Synopsis Asset Management Operations and Controls by : Office of the Comptroller of Currency

Download or read book Asset Management Operations and Controls written by Office of the Comptroller of Currency and published by Createspace Independent Publishing Platform. This book was released on 2014-10-23 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: This booklet provides guidance applicable to core Asset Management operations functions and to internal controls and processes used by national banks to manage risks associated with Asset Management activities.

Public Asset Management Companies

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Publisher : World Bank Publications
ISBN 13 : 1464808759
Total Pages : 170 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Public Asset Management Companies by : Caroline Cerruti

Download or read book Public Asset Management Companies written by Caroline Cerruti and published by World Bank Publications. This book was released on 2016-05-31 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This toolkit is designed for policy makers and stakeholders who are considering the establishment of a publicly funded asset management company (AMC). An AMC is a statutory body or corporation, fully or partially owned by the government, usually established in times of financial sector stress, to assume the management of distressed assets and recoup the public cost of resolving the crisis. AMCs were first used in the early 1990s in Sweden (Securum) and the United States (the RTC), and again during the Asian crisis (for instance, Danaharta in Malaysia, KAMCO in the Republic of Korea). The 2008 financial crisis marked a renewal of the use of this tool to support the resolution of financial crises (for instance, NAMA in Ireland, SAREB in Spain). The toolkit does not address broader bank resolution issues. It has a narrow focus on the specific tool of a public AMC established to support bank resolution, and with the objective of providing insight on the design and operational issues surrounding the creation of such AMCs. It seeks to inform policy makers on issues to consider if and when planning to establish a public AMC through: · An analysis of recent public AMCs established as a result of the global financial crisis · Detailed case studies in developed and emerging markets over three generations · A toolkit approach with questions and answers, including questions on design and operations that are critical for authorities confronted with the issue of whether to establish an AMC · An emphasis on “how to†? that is, a practical versus a principled approach. The toolkit is structured as followed: Part I summarizes the findings on the preconditions, the design, and the operationalization of public AMCs. Part II provides case studies on three generations of AMCs, whose lessons are embedded in Part I. The case studies cover emerging and developed markets, and have been selected based on the lessons they offer.

Financial Report of the United States Government

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Author :
Publisher :
ISBN 13 :
Total Pages : 260 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Financial Report of the United States Government by :

Download or read book Financial Report of the United States Government written by and published by . This book was released on 2009 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Capital Budgeting and Finance

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Publisher : Unc School of Government
ISBN 13 : 9780873261883
Total Pages : 0 pages
Book Rating : 4.2/5 (618 download)

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Book Synopsis Capital Budgeting and Finance by : Justin Marlowe

Download or read book Capital Budgeting and Finance written by Justin Marlowe and published by Unc School of Government. This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A updated on the 2004 current, comprehensive, and detailed how-to manual for planning and financing successful captial projects. Practical planning guide creating 'shovel-ready' plans. (replaces ISBN 0-87326-144-5)

Machine Learning for Asset Management

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1786305445
Total Pages : 460 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Machine Learning for Asset Management by : Emmanuel Jurczenko

Download or read book Machine Learning for Asset Management written by Emmanuel Jurczenko and published by John Wiley & Sons. This book was released on 2020-10-06 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edited volume consists of a collection of original articles written by leading financial economists and industry experts in the area of machine learning for asset management. The chapters introduce the reader to some of the latest research developments in the area of equity, multi-asset and factor investing. Each chapter deals with new methods for return and risk forecasting, stock selection, portfolio construction, performance attribution and transaction costs modeling. This volume will be of great help to portfolio managers, asset owners and consultants, as well as academics and students who want to improve their knowledge of machine learning in asset management.

Asset Allocation: Balancing Financial Risk

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Author :
Publisher : McGraw Hill Professional
ISBN 13 : 9780071378017
Total Pages : 358 pages
Book Rating : 4.3/5 (78 download)

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Book Synopsis Asset Allocation: Balancing Financial Risk by : Roger C. Gibson

Download or read book Asset Allocation: Balancing Financial Risk written by Roger C. Gibson and published by McGraw Hill Professional. This book was released on 2000-08-22 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial experts agree: Asset allocation is the key strategies for maintaining a consistent yet superior rate of investment return. Now, Roger Gibson's Asset Allocation - the bestselling reference book on this popular subject for a decade has been updated to keep pace with the latest developments and findings. This Third Edition provides step-by-step strategies for implementing asset allocation in a high return/low risk portfolio, educating financial planning clients on the solid logic behind asset allocation, and more.

Investment Management

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Publisher :
ISBN 13 :
Total Pages : 486 pages
Book Rating : 4.4/5 (91 download)

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Book Synopsis Investment Management by : Peter L. Bernstein

Download or read book Investment Management written by Peter L. Bernstein and published by . This book was released on 1998-02-18 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investment Management provides a powerful package of systematic principles and cutting-edge applications for intelligent-and profitable-investing in the new world of finance. Its authoritative approach to the investment process is indispensable for coming to grips with today's rapidly changing investment environment-an environment that bombards the investor with an oversupply of information, with novel and complex strategies, with a globalized trading arena in a constant state of flux, and with radical innovations in the development of new financial instruments. Traditional investment methods no longer suffice for investors managing their own funds or for professionals entrusted with the wealth of individual and fiduciary institutions. Edited by Peter Bernstein and Aswath Damodaran, widely respected experts in the field, this authoritative resource brings together an all-star team that combines Wall Street savvy with profound theoretical skills. The hands-on professionals who have contributed to this volume command high respect among academics in finance; the academic contributors, in turn, are also experienced in the rough-and-tumble of the Wall Street scene. Together, they have designed the book to look at investing as a process-a series of steps, taken in the proper sequence, that provides the tools and strategies for optimal balancing of the interaction of risk and return. The analysis is at all points comprehensive and lucid as it moves from setting investment objectives to the best methods for selecting securities, from explaining how to measure risk to how to measure performance, from understanding derivatives to minimizing taxes, and from providing the essentials of portfolio strategy to the basic principles of asset allocation. In a unique chapter, the book also offers a searching evaluation of management and governance structures in the modern corporation. One form of risk management is to make such successful investments that losses do not matter. Only luck can achieve that result; the real world requires decisions whose outcomes are never known in advance. That is what risk is all about. Every stage of the investment process-from executing a trade to optimizing diversification-must focus on making rational choices under conditions of uncertainty. The successful investor's toolkit has more inside of it than just the essential apparatus for selecting securities and allocating assets. The successful investor is also the one who has the knowledge, the confidence, and the necessary control systems to deal with the inevitable moments when forecasts go wrong. Investment Management explores the investment process from precisely this viewpoint. It is a comprehensive and accessible introduction to investing in today's challenging marketplace-an ideal resource for serious investors and students. A state-of-the-art program in investment principles and applications from topflight professionals. Edited by Peter Bernstein and Aswath Damodaran, who are widely respected throughout the world of finance, this authoritative text brings together an all-star team to provide both a hands-on and theoretical overview of investing in today's challenging financial environment. Once upon a time, Wall Street lived off little homilies like, 'buy low and sell high,' 'nothing ventured, nothing gained,' and 'don't put all your eggs in one basket.' Like all sayings that endure, these simple proverbs contain a lot of truth, even if not the whole truth. When wrapped into a body of theory that supports them with logic and a systematic set of principles, these elementary wisdoms pack a great deal of power. Yet if the theory is so consistent, logical, and powerful, another fabled Wall Street saying comes to mind: 'If you're so smart, how come you're not rich?' The answer is disarmingly simple: The essence of investment theory is that being smart is not a sufficient condition for being rich. This book is about the missing ingredients.-from the Preface by Peter L. Bernstein.