EFFICIENTLY INEFFICIENT EFFICIENTLY INEFFICIENT How Smart Money Invests and Market Prices Are Determined LASSE HEJE PEDERSEN PRINCETON UNIVERSITY PRESS PRINCETON AND OXFORD Copyright © 2015 by Princeton University Press Published by Princeton University Press, 41 William Street, Princeton, New Jersey 08540 In the United Kingdom: Princeton University Press, 6 Oxford Street, Woodstock, Oxfordshire OX20 1TW press.princeton.edu Jacket art © akindo/Getty Images All Rights Reserved Library of Congress Cataloging-i n-P ublication Data Pedersen, Lasse Heje. Efficiently inefficient : how smart money invests and market prices are determined / Lasse Heje Pedersen. pages cm Includes bibliographical references and index. ISBN 978- 0- 691-1 6619- 3 (hardcover : alk. paper) 1. Investment analysis. 2. Investments. 3. Portfolio management. 4. Capital market. 5. Securities—Prices. 6. Liquidity (Economics) I. Title. HG4529.P425 2015 332.6—dc23 2014037791 British Library Cataloging- in- Publication Data is available This book has been composed in Sabon Next LT Pro and DINPro Printed on acid-f ree paper. ∞ Printed in the United States of America 10 9 8 7 6 5 4 3 2 1 Contents The Main Themes in Three Simple Tables vii Preface xi Who Should Read the Book? xiv Acknowledgments xv About the Author xvii Introduction 1 i. Efficiently Inefficient Markets 3 ii. Global Trading Strategies: Overview of the Book 7 iii. Investment Styles and Factor Investing 14 Part I Active Investment 17 Chapter 1 Understanding Hedge Funds and Other Smart Money 19 Chapter 2 Evaluating Trading Strategies: Performance Measures 27 Chapter 3 Finding and Backtesting Strategies: Profiting in Efficiently Inefficient Markets 39 Chapter 4 Portfolio Construction and Risk Management 54 Chapter 5 T rading and Financing a Strategy: Market and Funding Liquidity 63 Part II Equity Strategies 85 Chapter 6 Introduction to Equity Valuation and Investing 87 Chapter 7 Discretionary Equity Investing 95 Interview with Lee S. Ainslie III of Maverick Capital 108 Chapter 8 Dedicated Short Bias 115 Interview with James Chanos of Kynikos Associates 127 Chapter 9 Quantitative Equity Investing 133 Interview with Cliff Asness of AQR Capital Management 158 vi • Contents Part III Asset Allocation and Macro Strategies 165 Chapter 10 I ntroduction to Asset Allocation: The Returns to the Major Asset Classes 167 Chapter 11 Global Macro Investing 184 I nterview with George Soros of Soros Fund Management 204 Chapter 12 Managed Futures: Trend-F ollowing Investing 208 I nterview with David Harding of Winton Capital Management 225 Part IV Arbitrage Strategies 231 Chapter 13 Introduction to Arbitrage Pricing and Trading 233 Chapter 14 Fixed- Income Arbitrage 241 Interview with Nobel Laureate Myron Scholes 262 Chapter 15 Convertible Bond Arbitrage 269 Interview with Ken Griffin of Citadel 286 Chapter 16 Event- Driven Investments 291 Interview with John A. Paulson of Paulson & Co. 313 References 323 Index 331 The Main Themes in Three Simple Tables OVERVIEW TABLE I. EFFICIENTLY INEFFICIENT MARKETS Market Efficiency Investment Implications Efficient Market Hypothesis: Passive investing: The idea that all prices reflect all If prices reflect all information, relevant information at all times. efforts to beat the market are in vain. Investors paying fees for active man- agement can expect to underperform by the amount of the fee. However, if no one tried to beat the market, who would make the market efficient? Inefficient Market: Active investing: The idea that market prices are If prices bounce around with little significantly influenced by investor relation to fundamentals due to inves- irrationality and behavioral biases. tors being naïve, beating the market would be easy. However, markets are very competitive, and most investment professionals do not beat the market. Efficiently Inefficient Markets: Active investment by those with a The idea that markets are inefficient comparative advantage: but to an efficient extent. Competition A limited amount of capital can be in- among professional investors makes vested with active managers who can markets almost efficient, but the mar- beat the market using a few economi- ket remains so inefficient that they are cally motivated investment styles. compensated for their costs and risks. This idea underlying the book provides a framework for understanding why certain strategies work and how securities are priced. viii • The Main Themes in Three Simple Tables OVERVIEW TABLE II. HEDGE FUND STRATEGIES AND GURUS Classic Hedge Fund Strategies Gurus Interviewed in This Book The profit sources for active investment Who personify the classic strategies Discretionary Equity Investing: Lee Ainslie III: Stock picking through fundamental Star “Tiger Cub” and stock selector. analysis of each company’s business. Dedicated Short Bias: James Chanos: Uncovering companies with over- Legendary financial detective who stated earnings or flawed business shorted Enron before its collapse. plans. Quantitative Equity: Cliff Asness: Using scientific methods and Quant luminary and a pioneer in the computer models to buy and sell discovery of momentum investing. thousands of securities. Global Macro Investing: George Soros: Betting on the macro developments The macro philosopher who “broke in global bond, currency, credit, and the Bank of England.” equity markets. Managed Futures Strategies: David Harding: Trend- following trades across global Devised a systematic trend-d etection futures and forwards. system. Fixed- Income Arbitrage: Myron Scholes: Relative value trades across similar Traded on his seminal academic ideas securities such as bonds, bond futures, that won the Nobel Prize. and swaps. Convertible Bond Arbitrage: Ken Griffin: Buying cheap illiquid convertible Boy king who started trading from his bonds and hedging with stocks. Harvard dorm room and built a big business. Event- Driven Arbitrage: John A. Paulson: Trading on specific events such Event master with the subprime as mergers, spin- offs, or financial “greatest trade ever.” distress. The Main Themes in Three Simple Tables • ix OVERVIEW TABLE III. INVESTMENT STYLES AND THEIR RETURN DRIVERS Investment Styles Return Drivers Ubiquitous methods used across trading Why these methods work in efficiently strategies inefficient markets Value Investing: Risk premiums and overreaction: Buying cheap securities with a low A security that has a high risk ratio of price to fundamental val- premium or is out of favor becomes ue—e.g., stocks with a low price to cheap, especially when investors book or price- earnings ratio—while overreact to several years of bad possibly shorting expensive ones. news. Trend- Following Investing: Initial underreaction and delayed Buying securities that have been overreaction: rising while shorting those that are Behavioral biases, herding, and cap- falling, i.e., momentum and time ital flows can lead to trends as prices series momentum. initially underreact to news, catch up over time, and eventually overshoot. Liquidity Provision: Liquidity risk premium: Buying securities with high liquidity Investors naturally prefer to own risk or securities being sold by other securities with lower transaction costs investors who demand liquidity. and liquidity risk, so illiquid securi- ties must offer a return premium. Carry Trading: Risk premiums and frictions: Buying securities with high “carry,” Carry is a timely and observable i.e., securities that will have a high measure of expected returns as risk return if market conditions stay the premiums are likely to be reflected in same (i.e., if prices do not change). the carry. Low- Risk Investing: Leverage constraints: Buying safe securities with leverage Low- risk investing profits from a while shorting risky ones, also called leverage risk premium as other inves- betting against beta. tors demand high- risk “lottery” assets to avoid using leverage. Quality Investing: Slow adjustment: Buying high- quality securities—prof- Securities with strong quality charac- itable, stable, growing, and well- teristics should have high prices, but managed companies—while shorting if markets adjust slowly, then these low- quality securities. securities will have high returns.
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