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Key readings in risk management from CFA Institute, the preeminent organization representing financial analysts Risk management may have been the single most important topic in finance over the past two decades. To appreciate its complexity, one must understand the art as well as the science behind it. Risk Management: Foundations for a Changing Financial World provides investment professionals with a solid framework for understanding the theory, philosophy, and development of the practice of risk management by * Outlining the evolution of risk management and how the discipline has adapted to address the future of managing risk * Covering the full range of risk management issues, including firm, portfolio, and credit risk management * Examining the various aspects of measuring risk and the practical aspects of managing risk * Including key writings from leading risk management practitioners and academics, such as Andrew Lo, Robert Merton, John Bogle, and Richard Bookstaber For financial analysts, money managers, and others in the finance industry, this book offers an in-depth understanding of the critical topics and issues in risk management that are most important to today's investment professionals.

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Table of Contents
Title Page
Copyright Page
Foreword
Acknowledgments
Introduction
PART I - OVERVIEW—TWO DECADES OF RISK MANAGEMENT
CHAPTER 1 - A FRAMEWORK FOR UNDERSTANDING MARKET CRISIS
SOURCES OF CRISIS
CASE STUDIES
LESSONS LEARNED
POLICY ISSUES
QUESTION AND ANSWER SESSION
CHAPTER 2 - PRACTICAL ISSUES IN CHOOSING AND APPLYING RISK MANAGEMENT TOOLS
EFFECTIVE RISK MANAGEMENT
DEFINING RISK
RISK MEASURES
BUY OR BUILD?
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 3 - THE THREE P’S OF TOTAL RISK MANAGEMENT
THE THREE P’S
PRICES
PROBABILITIES
PREFERENCES
PUTTING THE THREE P’S TOGETHER
THE FUTURE OF RISK MANAGEMENT
ACKNOWLEDGMENTS
NOTES
REFERENCES
CHAPTER 4 - REPORTING AND MONITORING RISK EXPOSURE
THE RISK-MANAGEMENT SYSTEM
INCORPORATING RISK INTO THE INVESTMENT PROCESS
CONCLUSION
ACKNOWLEDGMENTS
QUESTION AND ANSWER SESSION
CHAPTER 5 - RISK MANAGEMENT: A REVIEW
FINANCIAL RISK OR FINANCIAL RISKS?
LESSONS FROM FINANCIAL DISASTERS
POPULAR RISK MEASURES FOR PRACTITIONERS
CREDIT RISK METHODOLOGIES
OPERATIONAL RISK
LIQUIDITY RISK
A NEW CLASSIFICATION OF RISK MEASURES
THE QUEST FOR AN INTEGRATED RISK MEASUREMENT
CONCLUSION
NOTES
REFERENCES
CHAPTER 6 - DEFINING RISK
FRANK KNIGHT
CRITIQUE OF KNIGHT’S DEFINITION
HARRY MARKOWITZ
UNCERTAINTY
EXPOSURE
RISK
OPERATIONAL DEFINITIONS
AN OPERATIONAL PERSPECTIVE ON RISK
CONCLUSION
NOTES
REFERENCES
CHAPTER 7 - VALUE AND RISK: BEYOND BETAS
RISK MANAGEMENT VS. RISK REDUCTION
RISK AND VALUE: CONVENTIONAL VIEW
EXPANDING THE ANALYSIS OF RISK
FINAL ASSESSMENT OF RISK MANAGEMENT
CONCLUSION
NOTE
CHAPTER 8 - A SIMPLE THEORY OF THE FINANCIAL CRISIS; OR, WHY FISCHER BLACK ...
THE FINANCIAL CRISIS: ONE POSSIBLE SCENARIO
HOW WERE ALL THESE SYSTEMATIC ERRORS POSSIBLE?
WHERE DID WE END UP?
REFERENCES
CHAPTER 9 - MANAGING FIRM RISK
ENHANCING RISK INTUITION THROUGH REAL-TIME PORTFOLIO MONITORING
BANK VERSUS FUND RISK MANAGEMENT: NOT THE SAME GAME
RISK REPORTING
RISK JUDGMENTS
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 10 - RISK MEASUREMENT VERSUS RISK MANAGEMENT
FROM DATA TO USEFUL INFORMATION
THE NEW INSTITUTIONAL INVESTOR
TRANSPARENCY AND RISK MEASUREMENT: THE NEW CONSTITUENCY
PROVIDING THE TOOLS
CONCLUSION
NOTE
PART II - MEASURING RISK
CHAPTER 11 - WHAT VOLATILITY TELLS US ABOUT DIVERSIFICATION AND RISK MANAGEMENT
DID DIVERSIFICATION FAIL?
DID RISK MODELS FAIL?
SHOULD THE MAGNITUDE OF RISK HAVE BEEN A SURPRISE?
WERE INVESTORS TOO EXPOSED TO TAIL RISK?
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 12 - RISK: MEASURING THE RISK IN VALUE AT RISK
MEASURING VAR
EVALUATING VAR
CONCLUSIONS
NOTES
REFERENCES
CHAPTER 13 - HOW RISK MANAGEMENT CAN BENEFIT PORTFOLIO MANAGERS
DEFINING RISK
DEFINING RISK MANAGEMENT
VAR BACKGROUND
ADOPTING VAR
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 14 - MERGING THE RISK MANAGEMENT OBJECTIVES OF THE CLIENT AND ...
MANDATES AND GUIDELINES
PARAMETRIC RISK ANALYSIS
PROBABILITY-BASED RISK MEASURES
MARKET RISK STRUCTURE
STRESS TESTING
CONCLUSION
QUESTION AND ANWER SESSION
CHAPTER 15 - THE MISMEASUREMENT OF RISK
WHY INVESTORS CARE ABOUT INTERIM RISK
WITHIN-HORIZON EXPOSURE TO LOSS
APPLICATIONS
CONCLUSIONS
APPENDIX A. WITHIN-HORIZON RISK
NOTES
REFERENCES
CHAPTER 16 - RISKINESS IN RISK MEASUREMENT
ON TOOLS
STATIC RISK
DYNAMIC RISK
REBALANCING REGIMES AND DISTRIBUTIONS
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 17 - THE SECOND MOMENT
NOTE
REFERENCES
CHAPTER 18 - THE SENSE AND NONSENSE OF RISK BUDGETING
RISK ALLOCATION MODELS
RISK ALLOCATION VS. ASSET ALLOCATION
OPTIMAL RISK ALLOCATION
SENSITIVITY OF THE OPTIMAL RISK ALLOCATION
RISK ALLOCATIONS AND IMPLIED IRs
OPTIMAL ALLOCATION TO STRATEGIC AND ACTIVE RISK
SETTING THE OVERALL RISK BUDGET
SETTING TARGET IRs
CONCLUSION
ACKNOWLEDGMENTS
APPENDIX A. OPTIMAL RISK ALLOCATION
NOTES
REFERENCES
CHAPTER 19 - UNDERSTANDING AND MONITORING THE LIQUIDITY CRISIS CYCLE
THE CYCLE
MEASURING THE CYCLE
CONCLUSION
NOTE
CHAPTER 20 - WHY COMPANY-SPECIFIC RISK CHANGES OVER TIME
COMPANY-SPECIFIC RISK OVER TIME
WHY DOES COMPANY-SPECIFIC RISK CHANGE OVER TIME?
CONTROLLING FOR THE THREE FACTORS
CONCLUSION
ACKNOWLEDGMENTS
NOTES
REFERENCES
CHAPTER 21 - BLACK MONDAY AND BLACK SWANS
THE LIGHT SHINED BY KNIGHT
MANDELBROT ON RISK, RUIN, AND REWARD
THE WISDOM OF KEYNES
QUANTIFYING KEYNES’ DISTINCTION
MINSKY ADDS A CRUCIAL INGREDIENT
RISK AND RUIN—A REPRISE
HIGH RISKS, LOW RISK PREMIUMS?
OTHER RISKS
AFTERWORD
NOTES
REFERENCES
CHAPTER 22 - THE UNCORRELATED RETURN MYTH
THEORY
EVIDENCE
NOTES
PART III - MANAGING RISK
CHAPTER 23 - RISK MANAGEMENT FOR HEDGE FUNDS: INTRODUCTION AND OVERVIEW
WHY RISK MANAGEMENT?
WHY NOT VAR?
SURVIVORSHIP BIAS
DYNAMIC RISK ANALYTICS
NONLINEARITIES
LIQUIDITY AND CREDIT
OTHER CONSIDERATIONS
CONCLUSION
ACKNOWLEDGMENTS
NOTES
REFERENCES
CHAPTER 24 - RISK MANAGEMENT FOR ALTERNATIVE INVESTMENT STRATEGIES
RISK MANAGEMENT FRAMEWORK
MANAGING RISK AND RETURN
DUE DILIGENCE
TYPES OF RISKS
HOLISTIC APPROACH
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 25 - SOURCES OF CHANGE AND RISK FOR HEDGE FUNDS
BENCHMARKING
TRANSPARENCY
ARTICULATION OF INVESTMENT STRATEGY
FEE RATIONALIZATION
RISK CONTROL
QUESTION AND ANSWER SESSION
NOTE
CHAPTER 26 - RISK MANAGEMENT IN A FUND OF FUNDS
DEFINING RISK
MANAGING TAIL RISK
FUTURE RISKS
QUESTION AND ANSWER SESSION
NOTE
CHAPTER 27 - HEDGE FUNDS: RISK AND RETURN
THE TASS DATABASE
NONNORMALITY OF RETURNS
BIASES IN REPORTED HEDGE FUND RETURNS
PERSISTENCE IN HEDGE FUND RETURNS
PROBIT ANALYSIS OF PROBABILITY OF FUND DEMISE
CONCLUSION
ACKNOWLEDGMENTS
NOTES
REFERENCES
CHAPTER 28 - CREDIT RISK
WHAT ARE CREDIT DERIVATIVES?
PREDICTING DEFAULT
STRUCTURAL PRICING MODELS
REDUCED-FORM PRICING MODELS
CDS
TIME-VARYING DEFAULT INTENSITIES
SIMULATING DEFAULT TIMES
EXAMPLE OF SIMULATING DEFAULT TIMES
CDOs
THE IMPACT OF CORRELATION ON CDO PRICES
CREDIT INDICES
BASKET DEFAULT SWAPS
MODELS OF CORRELATED DEFAULT
PRICING A CDO BY MONTE CARLO ANALYSIS
SUMMARY
ACKNOWLEDGMENTS
NOTES
REFERENCES - Acharya, Viral V., Sreedhar T. Bharath, and Anand Srinivasan. ...
CHAPTER 29 - TUMBLING TOWER OF BABEL: SUBPRIME SECURITIZATION AND THE CREDIT CRISIS
RISK-SHIFTING BUILDING BLOCKS
WHAT GOES UP . . .
. . . MUST COME DOWN
CONCLUSION: BUILDING FROM THE RUINS
ACKNOWLEDGMENTS
NOTES
REFERENCES
CHAPTER 30 - APPLYING MODERN RISK MANAGEMENT TO EQUITY AND CREDIT ANALYSIS
PAST DISTORTIONS IN VALUATION AND RISK ANALYSIS
PRESENT FAILURES IN RECOGNIZING VALUE AND RISK
FUTURE DISTORTIONS: DERIVATIVES IN STRATEGIC RISK MANAGEMENT
CONCLUSION
QUESTION AND ANSWER SESSION
NOTE
REFERENCES
CHAPTER 31 - THE USES AND RISKS OF DERIVATIVES
DERIVATIVES
HISTORY OF DERIVATIVE PRODUCTS
USING DERIVATIVES IN GLOBAL PORTFOLIOS
RISK MANAGEMENT AND DERIVATIVES
CONCLUSION
NOTES
CHAPTER 32 - EFFECTIVE RISK MANAGEMENT IN THE INVESTMENT FIRM
WHY RISK MANAGEMENT NOW?
THE GROUP OF THIRTY REPORT
THE 1994 FOLLOW-UP STUDY
MARKET RISK
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 33 - RISK-MANAGEMENT PROGRAMS
RISK-MANAGEMENT PREMISES
TODAY’S RISKS
A RISK-MANAGEMENT PROGRAM
CONCLUSION
QUESTION AND ANSWER SESSION
NOTE
CHAPTER 34 - DOES RISK MANAGEMENT ADD VALUE?
COMPANY USES OF RISK MANAGEMENT
MARKET REACTION
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 35 - EMENT AND FIDUCIARY DUTIES
FIDUCIARY RELATIONSHIPS
FIDUCIARY LAW
FIDUCIARY LAW VERSUS CONTRACT LAW
TRUST LAW VERSUS CORPORATE LAW
FIDUCIARY DUTIES
LESSONS FROM CASE LAW
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 36 - FINANCIAL RISK MANAGEMENT IN GLOBAL PORTFOLIOS
THE FUNDAMENTALS
DEALING WITH RISK
DEALING WITH MISCONCEPTIONS
CONCLUSION
NOTES
CHAPTER 37 - HEDGING: OPTIMIZING CURRENCY RISK AND REWARD IN INTERNATIONAL ...
WHY HEDGE AT ALL?
THE UNIVERSAL HEDGING FORMULA
APPLYING THE FORMULA TO OTHER TYPES OF PORTFOLIOS
CONCLUSION
NOTES
CHAPTER 38 - STRATEGIES FOR HEDGING
MOTIVATION FOR CURRENCY-RISK MANAGEMENT
CURRENCY EXPOSURE AND DIVERSIFICATION
LINEAR CURRENCY-HEDGING STRATEGIES
NONLINEAR CURRENCY-HEDGING STRATEGIES
CASH FLOW MANAGEMENT FOR CURRENCY-HEDGING STRATEGIES
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 39 - CURRENCY RISK MANAGEMENT IN EMERGING MARKETS
MANAGING CURRENCY RISK
CONCLUSION
CHAPTER 40 - MANAGING GEOPOLITICAL RISKS
PROCESSES DRIVING RISK
UNITED STATES
CHINA
RUSSIA
EMERGING MARKETS
GEOPOLITICAL RISK AND THE ENERGY PROBLEM
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 41 - COUNTRY RISK IN GLOBAL FINANCIAL MANAGEMENT
FOREWORD
PREFACE
EXECUTIVE SUMMARY
INTRODUCTION
COUNTRY RISK
DETERMINING COUNTRY RISK IN PRACTICE
APPLICATIONS OF COUNTRY RISK ANALYSIS
IMPLICATIONS FOR PORTFOLIO MANAGEMENT
Other Portfolio Management Applications
CONCLUSION
APPENDIX: COUNTRY RISK RATINGS USED IN THE MONOGRAPH
NOTES
REFERENCES
CHAPTER 42 - POLITICAL RISK IN THE WORLD ECONOMIES
POLITICAL RISK ANALYSIS
POLITICAL RISK MODEL
COUNTRY RANKINGS
CONCLUSION
NOTE
CHAPTER 43 - A BEHAVIORAL PERSPECTIVE ON RISK MANAGEMENT
LOSS AVERSION
RISK VERSUS UNCERTAINTY
INTERPRETING PROBABILITIES
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 44 - BEHAVIORAL RISK: ANECDOTES AND DISTURBING EVIDENCE
FLAW ONE: OVERCONFIDENCE
FLAW TWO: DECISION FRAMING
FLAW THREE: AGENCY FRICTION
CONCLUSION
NOTE
READING LIST
CHAPTER 45 - THE TEN COMMANDMENTS OF OPERATIONAL DUE DILIGENCE
ONE: DEFINE THE ROLE
TWO: DEFINE THE GOAL—SAFEGUARD THE ASSETS
THREE: DEFINE THE OBJECTIVE—INTEGRATE CONTROLS CONSISTENTLY AND EFFECTIVELY
FOUR: SEGREGATE THE FUNCTION
FIVE: DO THE WORK
SIX: DOCUMENT AND COMMUNICATE
SEVEN: WORK EFFICIENTLY WITH INVESTMENT RESEARCH
EIGHT: REMEMBER THE FUNDAMENTALS
NINE: NOTE THE TONE AT THE TOP
TEN: BE VIGILANT ABOUT RED FLAGS
QUESTION AND ANSWER SESSION
NOTE
CHAPTER 46 - MODELS
MODEL AIRPLANES
MODELS IN PHYSICS
MODELS IN FINANCE
THE FOUNDATIONS OF FINANCIAL ENGINEERING
MODEL RISK
CONCLUSION
NOTE
REFERENCE
CHAPTER 47 - THE USE AND MISUSE OF MODELS IN INVESTMENT MANAGEMENT
WHERE FINANCIAL MODELS ARE USEFUL
IMPLICATIONS FOR HEDGING
MISUSES OF MODELS
MODELS FOR NONLINEARITIES IN CORPORATE BOND AND BANKING RISKS
REAL ESTATE RISKS NEVER SEEN BEFORE
CONCLUSION
QUESTION AND ANSWER SESSION
REFERENCES
CHAPTER 48 - REGULATING FINANCIAL MARKETS: PROTECTING US FROM OURSELVES AND OTHERS
MARGIN (LEVERAGE) REGULATIONS
SUITABILITY REGULATIONS
BLUE SKY AND MANDATORY DISCLOSURE
WHAT SHOULD WE DO?
CONCLUSION
REFERENCES
CHAPTER 49 - BUDGETING AND MONITORING PENSION FUND RISK
PENSION FUND CHARACTERISTICS
ESTIMATING RISK
PENSION FUND APPLICATIONS
IMPLEMENTATION ISSUES
CONCLUSION
NOTES
REFERENCES
CHAPTER 50 - THE PLAN SPONSOR’S PERSPECTIVE ON RISK MANAGEMENT PROGRAMS
BACKGROUND
PHILOSOPHY, OBJECTIVES, AND MISSION
RISK MANAGEMENT APPROACH
BUILDING BLOCKS OF RISK MANAGEMENT
KEY CRITERIA
CONCLUSION
QUESTION AND ANSWER SESSION
CHAPTER 51 - EVALUATING A RISK-MANAGEMENT PROGRAM
A VIEW OF RISK
POTENTIAL OBJECTIVES FOR A RISK-MANAGEMENT PROGRAM
HOW A PLAN SPONSOR MIGHT IMPLEMENT AND EVALUATE RISK MANAGEMENT
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 52 - DEVELOPING AND IMPLEMENTING A RISK-BUDGETING SYSTEM
ROLE OF THE SPONSOR
THE PENSION FUNDING CRISIS
PENSION RISK
CHANGES IN OTPP POLICIES
PASSIVE AND ACTIVE RISK
ALTERNATIVE INVESTMENTS
ASSET MIX AND TOTAL RISK
CONCLUSION
QUESTION AND ANSWER SESSION
NOTES
CHAPTER 53 - LIABILITY-DRIVEN INVESTMENT STRATEGIES FOR PENSION FUNDS
SWISS PENSION SYSTEM
LIABILITY-DRIVEN INVESTING
UNDERSTANDING LIABILITIES
IMMUNIZATION AND CASH FLOW MATCHING
CONCLUSION
QUESTION AND ANSWER SESSION
ABOUT THE CONTRIBUTORS
INDEX
CFA Institute Investment Perspectives Series is a thematically organized compilation of high-quality content developed to address the needs of serious investment professionals. The content builds on issues accepted by the profession in the CFA Institute Global Body of Investment Knowledge and explores less established concepts on the frontiers of investment knowledge. These books tap into a vast store of knowledge of prominent thought leaders who have focused their energies on solving complex problems facing the financial community.
CFA Institute is the global association for investment professionals. It administers the CFA® and CIPM® curriculum and exam programs worldwide; publishes research; conducts professional development programs; and sets voluntary, ethics-based professional and performance-reporting standards for the investment industry. CFA Institute has more than 100,000 members, who include the world’s 88,653 CFA charterholders, in 136 countries and territories, as well as 137 affiliated professional societies in 58 countries and territories.
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www.cfainstitute.org/foundation
Copyright © 2010 by CFA Institute. All rights reserved.
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ISBN 978-0-470-90339-1 (cloth); ISBN 978-0-470-93409-8 (ebk); ISBN 978-0-470-93410-4 (ebk); ISBN 978-0-470-93411-1 (ebk)
FOREWORD
Although risk management has always been an integral part of the investment management process, it has certainly become more prominent in recent years. By properly measuring and managing risk, the needs of clients and firms can be more effectively addressed. As the ever-evolving financial markets become more sophisticated and challenging, the application of risk management techniques must also evolve. This book traces that evolution from the perspective of some of the greatest minds in the investment management business.
The 53 individual chapters included in this book highlight two decades of risk management thought. They are taken from the Research Foundation of CFA Institute, Financial Analysts Journal, and CFA Institute conference proceedings series. The pieces represent works by Nobel Prize winners, industry legends, and a host of insightful academics and practitioners. The reader will be struck by the timelessness of the principles: An article written in the throes of the 1997 Asian currency crisis could easily be mistaken for one written after the most recent global financial meltdown.
The chapters are organized into three main sections. The first section provides an introduction and overview of risk management thought. The second section, which investigates the measurement of risk, focuses on risk modeling; it addresses such topics as value at risk, risk budgeting, and liquidity risk. The third section concentrates on risk management and issues related to asset classes, such as alternative investments. In addition, derivatives are explored, as well as the topical areas of credit, global, nonfinancial, and pension risk.
Risk Management: Foundations for a Changing Financial World represents the third in our CFA Institute Investment Perspectives Series and joins our previous works on private wealth management and investment performance management. We hope you will find it a useful guide and resource in addressing current issues as well as the many risk management challenges you may face in the future.
ROBERT R. JOHNSON, PhD, CFA Senior Managing Director CFA Institute
ACKNOWLEDGMENTS
It has been one of the greatest honors of my professional career to review and select the risk management works included in this book. My sincerest appreciation goes out to CFA Institute for entrusting me with this great responsibility. In particular, I would like to thank Heather Packard; Stephen Horan, PhD, CFA; and Rodney Sullivan, CFA, for all of their help along the way, and Tom Robinson, PhD, CFA, and John Rogers, CFA, whose division and organization, respectively, green-lighted the project. In addition, many thanks to Bob Johnson, PhD, CFA, who wrote the Foreword to this book; and Peter Went, PhD, CFA, who co-wrote the Introduction.
Special acknowledgment goes out to the contributors who provided the valuable insights that we are so very proud to share with you and to everyone involved with the Financial Analysts Journal, Conference Proceedings Quarterly, and Research Foundation of CFA Institute for making the publication of this information possible. John Wiley & Sons’ excellent contribution to the actual publication of this book must also be recognized.
I would also like to thank everyone who has contributed knowledge to the field of risk management and to the Global Association of Risk Professionals (GARP) and the Professional Risk Managers International Association (PRMIA) for their excellent work. Risk management affects all of us in the investment business, and it is through global cooperation that we can all benefit from what has been learned in this field and what will be learned in the future.
WALTER V. “BUD” HASLETT JR., CFA
INTRODUCTION
Risk is an integral part of virtually every decision we make. In a modern portfolio theory framework, risk and return are two required inputs as we seek to maximize returns at a given level of risk. This task is further simplified by the assumption that an asset providing a higher rate of return is riskier than an asset providing a lower rate of return. In this process, risk is assumed to be known and quantified. Standard deviation, variance, and volatility offer simple and tangible metrics to quantify the amount of risk at play.
Because risk is quantifiable, it should be easily predictable and readily manageable. Using various statistical and nonstatistical approaches, risk measures can be calculated and used to predict the impact risks may have on the performance of the portfolio. These methods allow for managing the risks that we know that we know, such as small price and yield changes. For this task, we can use the various financial tools that have developed over the years to manage the effects of these types of risks.
How to manage the risks that we know that we do not know remains a challenge, even though reoccurring financial crises generously generate ample data to analyze, observe, and extrapolate.
But the real challenge in managing risks in investment management is managing and measuring the impact of risks that we do not know that we do not know. These risks, such as extreme tail risks or black swan events, are risks that we cannot fully comprehend, imagine, or possibly conceive in advance. These types of risks are made even more challenging by the fact that they fail to occur independently and often experience significant and rapidly shifting correlation between various risk events. Although a skilled risk manager could compute, with relative ease, the separate impact of each of these risks in advance, the collective effect of these events would be almost impossible to quantify and predict.
Because risk management is about learning from experience, the difference between good and bad risk management is how to best consider risk in the context of the investment decision-making process. Even if all possible risks are known in advance, are quantifiable, and are considered, some remaining challenges can affect the outcome. Equity prices, interest rates, and foreign exchange rates are innately volatile, and this continuous, unpredictable, and unexpected volatility is a fact of life. As long as these changes are small and not significant, the existing risk metrics and risk management tools available to manage these everyday risk events should be adequate. But oftentimes these changes are not insignificant. It appears that, in managing risks, the only certainty is that risks are uncertain.
The chapters in this book summarize much of our current knowledge and understanding of risks and risk management. The permanence of risk shines through in each of them. This enduring nature is particularly evident when comparing the risk events in the 1990s with those of the events of the latter half of the first decade of the 2000s. The lessons were there for all to see and learn, and they remind us that there are more lessons to learn.
In the Overview (Part I) of the book, we first address lessons learned from the 1990s with articles and conference proceedings from Richard Bookstaber, Jacques Longerstaey, Andrew Lo, and Robert Kopprasch, CFA. The 1990s was a decade dominated by Barings Bank, Long-Term Capital Management, and the Asian contagion, and many of these works reflect lessons learned directly from those incidents. From discussions on liquidity to the organizational structure needed to effectively manage risk, these chapters provide timeless insights for all investment professionals.
The second portion of the Overview (2000 to the present) begins with a comprehensive Research Foundation piece by Sébastien Lleo, CFA, and is followed by works from Glyn Holton, Aswath Damodaran, Tyler Cowen, Bluford Putnam, and Sykes Wilford. Besides being affected by the decade’s events, such as the bursting of the tech bubble and the housing crisis, these chapters include a healthy discussion of the qualitative nature of risk management, which is an important theme running throughout the book. To be successful, risk management needs to contain a strong quantitative component, but if viewed in isolation, these measures alone will be inadequate. It is when the quantitative measures are combined with well-informed qualitative insights that risk management can become truly effective.
Works from Max Darnell; Philippe Jorion; Michelle McCarthy; Bennett Golub; Mark Kritzman, CFA, and Don Rich; Roland Lochoff; Don Ezra; Arjan Berkelaar, CFA, Adam Kobor, CFA, and Masaki Tsumagari, CFA; Richard Bookstaber; James Bennett, CFA, and Richard Sias; John Bogle; and Richard Ennis, CFA, in Part II: Measuring Risk address many quantitative aspects of risk management, including limitations of popular measures and the dangers of extreme events (such as the previously mentioned tail risk and black swan events). Correlated and uncorrelated returns as well as analysis of volatility are also discussed in this section.
In Part III: Managing Risk, a broad grouping of chapters is organized into several different subsections. Because of the increasing importance and complexity of alternative investment strategies, Andrew Lo, Leslie Rahl, Clifford Asness, Luke Ellis, and Burton Malkiel and Atanu Saha discuss the unique risk issues in this area. Nonnormal distributions, distinct characteristics of hedge funds and fund-of-funds investments, and the question of return persistency are all discussed in these timely works.
Jeremy Graveline and Michael Kokalari, Bruce Jacobs, and Robert Merton discuss credit risk in a grouping of chapters covering such topics as collateralized debt obligations (CDOs), credit default swaps (CDSs), and the pricing of credit risk. These more recent chapters precede and follow the credit crisis and provide an eye-opening analysis of developments before, during, and after this most challenging period of time.
The nature of the financial crisis and the regulatory debates of 2008 and 2009 cry out for special attention to derivatives, which are discussed by Joanne Hill, Mark Brickell, Maarten Nederlof, Charles Smithson, and Robert McLaughlin. Again, the reader will note the vintage of some of these works and the power of their insights. It is truly remarkable how many of the derivatives issues of the past (such as rising correlations in a time of crisis, impact of outlier events, and fiduciary responsibilities) are still derivatives issues of the present, despite the passing of more than a decade.
The timelessness of risk management principles is also apparent in the Global Risk subsection, which features articles from Charles Tschampion, CFA; Fischer Black; Mark Kritzman, CFA; Gifford Fong; Marvin Zonis; and Claude Erb, CFA, Campbell Harvey, and Tadas Viskanta. Global investing has expanded dramatically over the past 20 years, yet these articles are still providing a wealth of information for dealing with the challenges of increasing currency volatility, sovereign risk, and the many other intricacies we face in our increasingly global economies and investment universe.
Works in the Nonfinancial Risk subsection of Managing Risk are from such notable experts as Andrew Lo, Arnold Wood, Robert Swan, Emanuel Derman, Douglas Breeden, and Meir Statman and address many operational, behavioral, and model risk issues not covered in other sections. The challenges during the credit crisis highlighted many of these issues, and particular attention to the concepts will assist with developing a framework to minimize such negative impacts in the future.
Rounding out the Managing Risk section is the subsection Pension Risk, with works from William Sharpe; Desmond Mac Intyre; Christopher Campisano, CFA; Leo de Bever; and Roman von Ah. From manager and marginal risk to liability-driven investing, as an increasingly large group of the global population enters and approaches retirement age, these issues are sure to provide valuable insights into this critically important area.
The risk involved with using timeless articles is that, although the concepts are fundamentally sound, the data are dated. This is particularly true of the “Country Risk in Global Financial Management” and Fischer Black chapters. Nonetheless, the data serve as a trip down memory lane for those who experienced the information firsthand, or provide a valuable reference point for those who were not involved in the investment business at that time.
Any emphasis implied by either the number of articles or the number of pages in any particular section is unintentional because all topics addressed are important to risk management. Risk, like water, tends to seek out and find weaknesses in structure, and so strength in all areas is the best defense against the unintended ravages that poor risk management can bring.
Because risk management affects so many areas of investment management, the information in this book will provide value to a broad cross section of investment professionals. We are delighted to present this timeless wealth of information for all to use and enjoy, and we hope the insights learned will lead to much success for you, your clients, and your firm.
WALTER V. “BUD” HASLETT JR., CFA PETER WENT, PhD, CFA
PART I
OVERVIEW—TWO DECADES OF RISK MANAGEMENT
CHAPTER 1
A FRAMEWORK FOR UNDERSTANDING MARKET CRISISa
Richard M. Bookstaber
The key to truly effective risk management lies in the behavior of markets during times of crisis, when investment value is most at risk. Observing markets under stress teaches important lessons about the role and dynamics of markets and the implications for risk management.
No area of economics has the wealth of data that we enjoy in the field of finance. The normal procedure we apply when using these data is to throw away the outliers and focus on the bulk of the data that we assume will have the key information and relationships that we want to analyze. That is, if we have 10 years of daily data—2,500 data points—we might throw out 10 or 20 data points that are totally out of line (e.g., the crash of 1987, the problems in mid-January 1991 during the Gulf War) and use the rest to test our hypotheses about the markets.
If the objective is to understand the typical day-to-day workings of the market, this approach may be reasonable. But if the objective is to understand the risks, we would be making a grave mistake. Although we would get some good risk management information from the 2,490 data points, unfortunately, that information would result in a risk management approach that works almost all the time but does not work when it matters most. This situation has happened many times in the past: Correlations that looked good on a daily basis suddenly went wrong at exactly the time the market was in turmoil; value at risk (VAR) numbers that tracked fairly well day by day suddenly had no relationship to what was going on in the market. In the context of effective risk management, what we really should do is throw out the 2,490 data points and focus on the remaining 10 because they hold the key to the behavior of markets when investments are most at risk.

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