Quantitative Investing

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Quantitative Investing

Author : Lingjie Ma
Publisher : Springer Nature
ISBN 13 : 3030472027
Total Pages : 462 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Quantitative Investing by : Lingjie Ma

Download or read book Quantitative Investing written by Lingjie Ma and published by Springer Nature. This book was released on 2020-09-07 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with a systematic approach to quantitative investments and bridges the gap between theory and practice, equipping students to more seamlessly enter the world of industry. A successful quantitative investment strategy requires an individual to possess a deep understanding of the financial markets, investment theories and econometric modelings, as well as the ability to program and analyze real-world data sets. In order to connect finance theories and practical industry experience, each chapter begins with a real-world finance case study. The rest of the chapter introduces fundamental insights and theories, and teaches readers to use statistical models and R programming to analyze real-world data, therefore grounding the learning process in application. Additionally, each chapter profiles significant figures in investment and quantitative studies, so that readers can more fully understand the history of the discipline. This volume will be particularly useful to advanced students and practitioners in finance and investments.

Quantitative Value, + Web Site

Author : Wesley R. Gray
Publisher : John Wiley & Sons
ISBN 13 : 1118328078
Total Pages : 293 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Quantitative Value, + Web Site by : Wesley R. Gray

Download or read book Quantitative Value, + Web Site written by Wesley R. Gray and published by John Wiley & Sons. This book was released on 2012-12-26 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: A must-read book on the quantitative value investment strategy Warren Buffett and Ed Thorp represent two spectrums of investing: one value driven, one quantitative. Where they align is in their belief that the market is beatable. This book seeks to take the best aspects of value investing and quantitative investing as disciplines and apply them to a completely unique approach to stock selection. Such an approach has several advantages over pure value or pure quantitative investing. This new investing strategy framed by the book is known as quantitative value, a superior, market-beating method to investing in stocks. Quantitative Value provides practical insights into an investment strategy that links the fundamental value investing philosophy of Warren Buffett with the quantitative value approach of Ed Thorp. It skillfully combines the best of Buffett and Ed Thorp—weaving their investment philosophies into a winning, market-beating investment strategy. First book to outline quantitative value strategies as they are practiced by actual market practitioners of the discipline Melds the probabilities and statistics used by quants such as Ed Thorp with the fundamental approaches to value investing as practiced by Warren Buffett and other leading value investors A companion Website contains supplementary material that allows you to learn in a hands-on fashion long after closing the book If you're looking to make the most of your time in today's markets, look no further than Quantitative Value.

Principles of Quantitative Equity Investing

Author : Sugata Ray
Publisher : FT Press
ISBN 13 : 0134193393
Total Pages : 289 pages
Book Rating : 4.1/5 (341 download)

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Book Synopsis Principles of Quantitative Equity Investing by : Sugata Ray

Download or read book Principles of Quantitative Equity Investing written by Sugata Ray and published by FT Press. This book was released on 2015-05-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Principles of Quantitative Equity Investing, pioneering financial researcher Dr. Sugata Ray demonstrates how to invest successfully in US equities with quantitative strategies, using rigorous rule sets to decide when and what to trade. Whether you’re a serious investor, professional advisor, or student of finance, Ray will help you determine the optimal quantitative rules for your investing objectives, and then "backtest" their performance through any historical time period. He demonstrates each key technique using state-of-the-art Equities Lab software — and this book comes with 20 weeks of free access to Equities Lab, plus a discount on its purchase. Ray covers key topics including stock screening, portfolio rebalancing, market timing, returns and dividends, benchmarks, bespoke measures, and more. He also presents a series of powerful screens built by many of the world’s most successful investors. Together, this guidebook and software combine to offer a turnkey solution for creating virtually any quantitative strategy, and then accurately estimating its performance and risk characteristics — helping you systematically maximize your profits and control your risk.

Quantitative Equity Investing

Author : Frank J. Fabozzi
Publisher : John Wiley & Sons
ISBN 13 : 0470262478
Total Pages : 528 pages
Book Rating : 4.4/5 (72 download)

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Book Synopsis Quantitative Equity Investing by : Frank J. Fabozzi

Download or read book Quantitative Equity Investing written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2010-03-01 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive look at the tools and techniques used in quantitative equity management Some books attempt to extend portfolio theory, but the real issue today relates to the practical implementation of the theory introduced by Harry Markowitz and others who followed. The purpose of this book is to close the implementation gap by presenting state-of-the art quantitative techniques and strategies for managing equity portfolios. Throughout these pages, Frank Fabozzi, Sergio Focardi, and Petter Kolm address the essential elements of this discipline, including financial model building, financial engineering, static and dynamic factor models, asset allocation, portfolio models, transaction costs, trading strategies, and much more. They also provide ample illustrations and thorough discussions of implementation issues facing those in the investment management business and include the necessary background material in probability, statistics, and econometrics to make the book self-contained. Written by a solid author team who has extensive financial experience in this area Presents state-of-the art quantitative strategies for managing equity portfolios Focuses on the implementation of quantitative equity asset management Outlines effective analysis, optimization methods, and risk models In today's financial environment, you have to have the skills to analyze, optimize and manage the risk of your quantitative equity investments. This guide offers you the best information available to achieve this goal.

Quantitative Momentum

Author : Wesley R. Gray
Publisher : John Wiley & Sons
ISBN 13 : 111923719X
Total Pages : 215 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Quantitative Momentum by : Wesley R. Gray

Download or read book Quantitative Momentum written by Wesley R. Gray and published by John Wiley & Sons. This book was released on 2016-10-03 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: The individual investor's comprehensive guide to momentum investing Quantitative Momentum brings momentum investing out of Wall Street and into the hands of individual investors. In his last book, Quantitative Value, author Wes Gray brought systematic value strategy from the hedge funds to the masses; in this book, he does the same for momentum investing, the system that has been shown to beat the market and regularly enriches the coffers of Wall Street's most sophisticated investors. First, you'll learn what momentum investing is not: it's not 'growth' investing, nor is it an esoteric academic concept. You may have seen it used for asset allocation, but this book details the ways in which momentum stands on its own as a stock selection strategy, and gives you the expert insight you need to make it work for you. You'll dig into its behavioral psychology roots, and discover the key tactics that are bringing both institutional and individual investors flocking into the momentum fold. Systematic investment strategies always seem to look good on paper, but many fall down in practice. Momentum investing is one of the few systematic strategies with legs, withstanding the test of time and the rigor of academic investigation. This book provides invaluable guidance on constructing your own momentum strategy from the ground up. Learn what momentum is and is not Discover how momentum can beat the market Take momentum beyond asset allocation into stock selection Access the tools that ease DIY implementation The large Wall Street hedge funds tend to portray themselves as the sophisticated elite, but momentum investing allows you to 'borrow' one of their top strategies to enrich your own portfolio. Quantitative Momentum is the individual investor's guide to boosting market success with a robust momentum strategy.

Quantitative Investment Analysis

Author : Richard A. DeFusco
Publisher : John Wiley & Sons
ISBN 13 : 1119104602
Total Pages : 635 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Quantitative Investment Analysis by : Richard A. DeFusco

Download or read book Quantitative Investment Analysis written by Richard A. DeFusco and published by John Wiley & Sons. This book was released on 2015-10-15 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your complete guide to quantitative analysis in the investment industry Quantitative Investment Analysis, Third Edition is a newly revised and updated text that presents you with a blend of theory and practice materials to guide you through the use of statistics within the context of finance and investment. With equal focus on theoretical concepts and their practical applications, this approachable resource offers features, such as learning outcome statements, that are targeted at helping you understand, retain, and apply the information you have learned. Throughout the text's chapters, you explore a wide range of topics, such as the time value of money, discounted cash flow applications, common probability distributions, sampling and estimation, hypothesis testing, and correlation and regression. Applying quantitative analysis to the investment process is an important task for investment pros and students. A reference that provides even subject matter treatment, consistent mathematical notation, and continuity in topic coverage will make the learning process easier—and will bolster your success. Explore the materials you need to apply quantitative analysis to finance and investment data—even if you have no previous knowledge of this subject area Access updated content that offers insight into the latest topics relevant to the field Consider a wide range of subject areas within the text, including chapters on multiple regression, issues in regression analysis, time-series analysis, and portfolio concepts Leverage supplemental materials, including the companion Workbook and Instructor's Manual, sold separately Quantitative Investment Analysis, Third Edition is a fundamental resource that covers the wide range of quantitative methods you need to know in order to apply quantitative analysis to the investment process.

Rule Based Investing

Author : Chiente Hsu
Publisher : Pearson Education
ISBN 13 : 0133354342
Total Pages : 188 pages
Book Rating : 4.1/5 (333 download)

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Book Synopsis Rule Based Investing by : Chiente Hsu

Download or read book Rule Based Investing written by Chiente Hsu and published by Pearson Education. This book was released on 2014 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use rule-based investment strategies to maintain trading and investment discipline, and protect yourself from fear, greed, pride, and other costly emotions! Since the mid-1990s, assets under management in rule-based or non-discretionary hedge funds have outgrown those in discretionary or qualitative funds. Recent research shows that rule-based funds have outperformed discretionary funds on a risk-adjusted basis over the past 30 years, and have especially outperformed during recent financial crises. This is the first comprehensive guide to designing and applying these sophisticated strategies. Combining academic rigor and practical applications, it explains what rule-based investment strategies are, how to construct them, and how to distinguish bad ones from good ones. Unlike any other guide, it systematically covers every facet of the topic, including Forex, rates, emerging markets, equity, volatility, and other key topics. Credit Suisse head of global strategy and modeling, Chiente Hsu, covers carry, momentum, seasonality, and value-based strategies; as well as the construction of portfolios of rule-based strategies that support diversification. Replete with realistic examples, this book will be a valuable resource for everyone concerned with effective investing, from traders to specialists in applied corporate finance.

Quantitative Strategies for Achieving Alpha

Author : Richard Tortoriello
Publisher : McGraw Hill Professional
ISBN 13 : 0071549854
Total Pages : 336 pages
Book Rating : 4.0/5 (715 download)

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Book Synopsis Quantitative Strategies for Achieving Alpha by : Richard Tortoriello

Download or read book Quantitative Strategies for Achieving Alpha written by Richard Tortoriello and published by McGraw Hill Professional. This book was released on 2008-12-01 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alpha, higher-than-expected returns generated by an investment strategy, is the holy grail of the investment world. Achieve alpha, and you've beaten the market on a risk-adjusted basis. Quantitative Strategies for Achieving Alpha was borne from equity analyst Richard Tortoriello's efforts to create a series of quantitative stock selection models for his company, Standard & Poor's, and produce a “road map” of the market from a quantitative point of view. With this practical guide, you will gain an effective instrument that can be used to improve your investment process, whether you invest qualitatively, quantitatively, or seek to combine both. Each alpha-achieving strategy has been extensively back-tested using Standard & Poor's Compustat Point in Time database and has proven to deliver alpha over the long term. Quantitative Strategies for Achieving Alpha presents a wide variety of individual and combined investment strategies that consistently predict above-market returns. The result is a comprehensive investment mosaic that illustrates clearly those qualities and characteristics that make an investment attractive or unattractive. This valuable work contains: A wide variety of investment strategies built around the seven basics that drive future stock market returns: profitability, valuation, cash flow generation, growth, capital allocation, price momentum, and red flags (risk) A building-block approach to quantitative analysis based on 42 single-factor and nearly 70 two- and three-factor backtests, which show the investor how to effectively combine individual factors into robust investment screens and models More than 20 proven investment screens for generating winning investment ideas Suggestions for using quantitative strategies to manage risk and for structuring your own quantitative portfolios Advice on using quantitative principles to do qualitative investment research, including sample spreadsheets This powerful, data intensive book will help you clearly see what empirically drives the market, while providing the tools to make more profitable investment decisions based on that knowledge--through both bull and bear markets.

Quantitative Methods for Finance and Investments

Author : John Teall
Publisher : John Wiley & Sons
ISBN 13 : 1405141840
Total Pages : 296 pages
Book Rating : 4.4/5 (51 download)

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Book Synopsis Quantitative Methods for Finance and Investments by : John Teall

Download or read book Quantitative Methods for Finance and Investments written by John Teall and published by John Wiley & Sons. This book was released on 2009-02-04 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Methods for Finance and Investments ensures that readers come away from reading it with a reasonable degree of comfort and proficiency in applying elementary mathematics to several types of financial analysis. All of the methodology in this book is geared toward the development, implementation, and analysis of financial models to solve financial problems.

Big Data and Machine Learning in Quantitative Investment

Author : Tony Guida
Publisher : John Wiley & Sons
ISBN 13 : 1119522196
Total Pages : 308 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Big Data and Machine Learning in Quantitative Investment by : Tony Guida

Download or read book Big Data and Machine Learning in Quantitative Investment written by Tony Guida and published by John Wiley & Sons. This book was released on 2019-03-25 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to know the ‘why’ and ‘how’ of machine learning and big data in quantitative investment Big Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it’s a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance. The book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning. • Gain a solid reason to use machine learning • Frame your question using financial markets laws • Know your data • Understand how machine learning is becoming ever more sophisticated Machine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment — and this book shows you how.

Quantitative Analysis for Investment Management

Author : Robert Alexander Taggart
Publisher :
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Quantitative Analysis for Investment Management by : Robert Alexander Taggart

Download or read book Quantitative Analysis for Investment Management written by Robert Alexander Taggart and published by . This book was released on 1996 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Appropriate for intermediate undergraduate or graduate-level courses in Investments, Investment Management, Security Analysis. It is also suitable as a supplement for such courses as Money and Capital Markets, Fixed Income Securities, Derivative Securities and Portfolio Management. The purpose of the book is to provide a concise overview of the quantitative tools and models that have been most widely used in investment management. It is the premise of the book that many of the most popular quantitative techniques have certain elements in common, and that if these elements can be understood, the reader can gain a working understanding of a wider variety of complex securities and portfolio management techniques.

The Current State of Quantitative Equity Investing

Author : Ying L. Becker
Publisher : CFA Institute Research Foundation
ISBN 13 : 1944960457
Total Pages : 82 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis The Current State of Quantitative Equity Investing by : Ying L. Becker

Download or read book The Current State of Quantitative Equity Investing written by Ying L. Becker and published by CFA Institute Research Foundation. This book was released on 2018-05-10 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative equity management techniques are helping investors achieve more risk efficient and appropriate investment outcomes. Factor investing, vetted by decades of prior and current research, is growing quickly, particularly in in the form of smart-beta and ETF strategies. Dynamic factor-timing approaches, incorporating macroeconomic and investment conditions, are in the early stages but will likely thrive. A new generation of big data approaches are rendering quantitative equity analysis even more powerful and encompassing.

The Quants

Author : Scott Patterson
Publisher : Currency
ISBN 13 : 0307453383
Total Pages : 354 pages
Book Rating : 4.3/5 (74 download)

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Book Synopsis The Quants by : Scott Patterson

Download or read book The Quants written by Scott Patterson and published by Currency. This book was released on 2011-01-25 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the immediacy of today’s NASDAQ close and the timeless power of a Greek tragedy, The Quants is at once a masterpiece of explanatory journalism, a gripping tale of ambition and hubris, and an ominous warning about Wall Street’s future. In March of 2006, four of the world’s richest men sipped champagne in an opulent New York hotel. They were preparing to compete in a poker tournament with million-dollar stakes, but those numbers meant nothing to them. They were accustomed to risking billions. On that night, these four men and their cohorts were the new kings of Wall Street. Muller, Griffin, Asness, and Weinstein were among the best and brightest of a new breed, the quants. Over the prior twenty years, this species of math whiz--technocrats who make billions not with gut calls or fundamental analysis but with formulas and high-speed computers--had usurped the testosterone-fueled, kill-or-be-killed risk-takers who’d long been the alpha males the world’s largest casino. The quants helped create a digitized money-trading machine that could shift billions around the globe with the click of a mouse. Few realized, though, that in creating this unprecedented machine, men like Muller, Griffin, Asness and Weinstein had sowed the seeds for history’s greatest financial disaster. Drawing on unprecedented access to these four number-crunching titans, The Quants tells the inside story of what they thought and felt in the days and weeks when they helplessly watched much of their net worth vaporize--and wondered just how their mind-bending formulas and genius-level IQ’s had led them so wrong, so fast.

The Complete Guide to Capital Markets for Quantitative Professionals

Author : Alex Kuznetsov
Publisher : McGraw Hill Professional
ISBN 13 : 0071709525
Total Pages : 600 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis The Complete Guide to Capital Markets for Quantitative Professionals by : Alex Kuznetsov

Download or read book The Complete Guide to Capital Markets for Quantitative Professionals written by Alex Kuznetsov and published by McGraw Hill Professional. This book was released on 2006-11-22 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Complete Guide to Capital Markets for Quantitative Professionals is a comprehensive resource for readers with a background in science and technology who want to transfer their skills to the financial industry. It is written in a clear, conversational style and requires no prior knowledge of either finance or financial analytics. The book begins by discussing the operation of the financial industry and the business models of different types of Wall Street firms, as well as the job roles those with technical backgrounds can fill in those firms. Then it describes the mechanics of how these firms make money trading the main financial markets (focusing on fixed income, but also covering equity, options and derivatives markets), and highlights the ways in which quantitative professionals can participate in this money-making process. The second half focuses on the main areas of Wall Street technology and explains how financial models and systems are created, implemented, and used in real life. This is one of the few books that offers a review of relevant literature and Internet resources.

Ben Graham Was a Quant

Author : Steven P. Greiner
Publisher : John Wiley & Sons
ISBN 13 : 0470642076
Total Pages : 352 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis Ben Graham Was a Quant by : Steven P. Greiner

Download or read book Ben Graham Was a Quant written by Steven P. Greiner and published by John Wiley & Sons. This book was released on 2011-04-05 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovative insights on creating models that will help you become a disciplined intelligent investor The pioneer of value investing, Benjamin Graham, believed in a philosophy that continues to be followed by some of today's most successful investors, such as Warren Buffett. Part of this philosophy includes adhering to your stock selection process come "hell or high water" which, in his view, was one of the most important aspects of investing. So, if a quant designs and implements mathematical models for predicting stock or market movements, what better way to remain objective, then to invest using algorithms or the quantitative method? This is exactly what Ben Graham Was a Quant will show you how to do. Opening with a brief history of quantitative investing, this book quickly moves on to focus on the fundamental and financial factors used in selecting "Graham" stocks, demonstrate how to test these factors, and discuss how to combine them into a quantitative model. Reveals how to create custom screens based on Ben Graham's methods for security selection Addresses what it takes to find those factors most influential in forecasting stock returns Explores how to design models based on other styles and international strategies If you want to become a better investor, you need solid insights and the proper guidance. With Ben Graham Was a Quant, you'll receive this and much more, as you learn how to create quantitative models that follow in the footsteps of Graham's value philosophy.

Quantitative Investing

Author : Fred Piard
Publisher : Harriman House Limited
ISBN 13 : 085719349X
Total Pages : 146 pages
Book Rating : 4.8/5 (571 download)

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Book Synopsis Quantitative Investing by : Fred Piard

Download or read book Quantitative Investing written by Fred Piard and published by Harriman House Limited. This book was released on 2013-08-26 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides straightforward quantitative strategies that any investor can implement with little work using simple, free or low-cost tools and services. But what exactly is quantitative investing? There are various possible definitions of quantitative investing, but the author defines it as: Identifying reasonable and measurable hypotheses about behaviours of the financial market so as to make investment decisions with an acceptable confidence in expected returns and risks. The main advantages in using quantitative models are that they: - make the investment process independent of opinions and emotions (the most important factor for an individual investor), and - make it reproducible by anyone at any time (the most important factor for a fund) With a set of good strategies, quantitative investing allows one to act in the market at specific pre-planned times. It is possible to work on this just once a week or month, and ignore charts and the news. It removes most of the doubts and emotions with the discipline of keeping a long-term vision and sensible money management. This book will show you how.

A Practitioner's Guide to Asset Allocation

Author : William Kinlaw
Publisher : John Wiley & Sons
ISBN 13 : 1119402425
Total Pages : 259 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis A Practitioner's Guide to Asset Allocation by : William Kinlaw

Download or read book A Practitioner's Guide to Asset Allocation written by William Kinlaw and published by John Wiley & Sons. This book was released on 2017-05-02 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the formalization of asset allocation in 1952 with the publication of Portfolio Selection by Harry Markowitz, there have been great strides made to enhance the application of this groundbreaking theory. However, progress has been uneven. It has been punctuated with instances of misleading research, which has contributed to the stubborn persistence of certain fallacies about asset allocation. A Practitioner's Guide to Asset Allocation fills a void in the literature by offering a hands-on resource that describes the many important innovations that address key challenges to asset allocation and dispels common fallacies about asset allocation. The authors cover the fundamentals of asset allocation, including a discussion of the attributes that qualify a group of securities as an asset class and a detailed description of the conventional application of mean-variance analysis to asset allocation.. The authors review a number of common fallacies about asset allocation and dispel these misconceptions with logic or hard evidence. The fallacies debunked include such notions as: asset allocation determines more than 90% of investment performance; time diversifies risk; optimization is hypersensitive to estimation error; factors provide greater diversification than assets and are more effective at reducing noise; and that equally weighted portfolios perform more reliably out of sample than optimized portfolios. A Practitioner's Guide to Asset Allocation also explores the innovations that address key challenges to asset allocation and presents an alternative optimization procedure to address the idea that some investors have complex preferences and returns may not be elliptically distributed. Among the challenges highlighted, the authors explain how to overcome inefficiencies that result from constraints by expanding the optimization objective function to incorporate absolute and relative goals simultaneously. The text also explores the challenge of currency risk, describes how to use shadow assets and liabilities to unify liquidity with expected return and risk, and shows how to evaluate alternative asset mixes by assessing exposure to loss throughout the investment horizon based on regime-dependent risk. This practical text contains an illustrative example of asset allocation which is used to demonstrate the impact of the innovations described throughout the book. In addition, the book includes supplemental material that summarizes the key takeaways and includes information on relevant statistical and theoretical concepts, as well as a comprehensive glossary of terms.