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The Fundamentals of Risk Measurement

by Christopher Marrison

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TABLE OF CONTENTS

Chapter 1: The Basics of Risk Management This chapter introduces how banks work. It describes how they make money, how they often lose money, and how they try to manage their losses. It includes thirteen short case studies showing how banks have lost money.

Chapter 2: Risk Measurement at the Corporate Level: Economic Capital and RAROC Chapter Two discusses the meaning of capital and how the risks that a bank faces are related to the amount of capital that the bank should hold. It then describes the two fundamental building blocks of integrated risk measurement: Economic Capital and Risk Adjusted Return on Capital (RAROC).

Chapter 3: Review of Statistics Chapter Three is useful for those readers who do not have a recent working knowledge of statistics. It reviews the statistical relationships that are commonly used in risk measurement and provides reference material for the rest of the book. Examples are provided using financial loss data.

MARKET RISK SECTION

Chapter 4: Background on Traded Instruments This chapter gives an overview of the main types of traded instruments: bonds, equities and derivatives. It gives a qualitative description of the instrument, examples of calculating the instrument's value and the basic risk metrics such as duration and the Greeks. This chapter is useful for those readers who are new to the finance industry.

Chapter 5: Market Risk Measurement This chapter describes the most common ways to measure market risks: Sensitivity analysis, Stress testing, Scenario testing, Sharpe Ratio and Value at Risk. It gives detailed examples of using each of the metrics.

Chapter 6: The Three Common Approaches for Calculating Value at Risk Value at Risk (VaR) has become the standard approach for measuring market risk. This chapter is devoted to explaining the details of the three common approaches to calculating VaR: Parametric VaR, Historical VaR and Monte Carlo VaR. We work though increasingly complex examples and compare the strengths of each approach. (Note: many readers will be particularly interested in this chapter because the name VaR is well known and has a certain mystery)

Chapter 7: Value at Risk Contribution The Value at Risk Contribution (VaRC) is a useful way of pinpointing the source of the portfolio's risk. VaRC can break down the risk by instrument, trading desk or market risk factor. Examples are given for several types of VaRC.

Chapter 8: Testing VaR Results to Ensure Proper Risk Measurement This chapter discusses the procedures required by regulators to backtest VaR calculators to check that their predictions of losses are consistent with market events.

Chapter 9: Calculating Capital for Market Risk VaR is used as the basis for calculating both Regulatory Capital and Economic Capital for Market Risks. In this chapter VaR also extended to measure the risk of Asset Management operations.

Chapter 10: Overcoming VaR Limitations Although VaR is the best single metric for market risks, is has several limitations. The limitations and typical solutions are discussed in this chapter.

Chapter 11: The Management of Market Risk This chapter concludes the market risk section by describing how the results of risk measurement are used by management to identify the sources of risk. It also describes the process of setting VaR Limits. (Note: readers should be particularly interested in VaR Limits because it is difficult and an important element in controlling a bank's risk).

ASSET/LIABILITY MANGEMENT SECTION

Chapter 12: Introduction to Asset Liability Management Asset Liability Management (ALM) is primarily concerned with the interest rate and liquidity risks that are created when commercial banks take in short term deposits from customers and give out long term loans. This chapter describes how those risks arise and the risk characteristics of different types of deposits and loans.

Chapter 13: Measurement of Interest Rate Risk for ALM This chapter discussed the primary techniques used to measure interest rate risk: Gap reports, Rate shift scenarios and Simulations

Chapter 14: Funding Liquidity Risk in ALM The measurement of liquidity risk is broken into three groups: expected, unusual and crisis events. Measurement techniques are given for each group.

Chapter 15: Funds Transfer Pricing and the Management of ALM Risks A key use of asset/liability measurement is the calculation of the fair price at which funds should be lent from one department to another within a bank. This is one of the keys to integrated risk measurement and is a critical component in measuring risk-adjusted profitability and setting prices to customers. A typical balance sheet is used to illustrate how transfer pricing works in detail.

CREDIT RISK SECTION

Chapter 16: Introduction to Credit Risk This chapter discusses the sources of credit risk and how measurement is used to manage the risks

Chapter 17: Types of Credit Structure For readers who are unfamiliar with lending operations, we discuss the ways that credit exposures are structured in commercial and retail lending. It also describes the calculation of credit exposure for derivatives trading operations and gives an overview of credit derivatives.

Chapter 18: Risk Measurement for a Single Facility This chapter shows how the Expected Loss and Unexpected Loss for a loan can be calculated from the Probability of Default, Loss In the Event of Default, Exposure at Default and the Grade Migration Matrix.

Chapter 19: Estimating Parameter Values for Single Facilities One of the main difficulties in credit risk measurement is the estimation of values for Probability of Default, Loss Given Default and Exposure at Default. This chapter discusses estimation techniques such as Discriminant Analysis and the Merton Model. It also gives parameter values that can be used as the basis for the reader's own models. The parameter values are used in examples to demonstrate how the credit risk calculations are used.

Chapter 20: Risk Measurement For A Credit Portfolio: Part One To estimate the overall risk for a portfolio many credit instruments, we must examine the correlation between losses. This chapter describes the Covariance Credit Portfolio Model and the different approaches available for estimating default correlations. It also describes how the correlations can be used to estimate the Unexpected Loss Contribution and the Economic Capital for a single facility within a portfolio.

Chapter 21: Risk Measurement For A Credit Portfolio: Part Two This chapter describes the four other widely used approaches for estimating the risk of credit portfolios: the actuarial model, the Merton-based simulation model, the macro economic default model and the macro economic cashflow model used for structured and project finance. It concludes with a section describing how the models can be combined in a unified framework to create an integrated simulation of all the bank's risks

Chapter 22: Risk Adjusted Performance and Pricing for Loans Knowing the economic capital for a loan, this chapter shows how to calculate the minimum price that should be charged to a loan customer. The analysis shows how to include multi-year effects such as grade migration. Illustrative examples are included. (Note: this chapter should be of interest to readers because loan pricing is another difficult and important subject that is rarely discussed in other books)

Chapter 23: Regulatory Capital for Credit Risk The Basel Committee on Banking Supervision (often called the BIS) is planning fundamental changes to the way that banks must calculate the capital that they hold. The new calculations will be very similar to the calculations described in the rest of this book for economic capital. This chapter summarizes the history of the Capital Accords then compares the different approaches that the BIS will allow. It also gives a standard plan for implementing the new Accords. (Note: this should be of interest to readers because the shift to BIS measurement is of major importance, it will be difficult for most banks, and it must be completed by 2005)

OPERATING RISK SECTION

Chapter 24: Operating risk The quantification of Operating Risks is on the frontier of the industry's understanding of risk measurement. The risk estimation approaches can be categorized as either qualitative, structural or actuarial. These approaches are described including Key Risk Indicators and the BIS approaches.

INTEGRATED RISK SECTION

Chapter 25: Inter-risk Diversification and Bank-Level RAROC This chapter describes how all the models are linked to calculate Economic Capital and Risk Adjusted Profitability for the Bank as a whole. It concludes with of the steps normally required to implement the bank-wide measurement of Economic Capital and RAROC.pital and RAROC.


All Customer Reviews
Average Customer Review:4 out of 5 stars
5 of 5 people found the following review helpful:

5 out of 5 starsExcellent overview of bank risk management, 2005-10-21
I really can't say enough about this book. From the perspective of a banker who wants to understand the fundamentals it is comprehensive, well organized and presented in a style that makes understanding the materials easy (or as easy as can be expected given the topic).

I recently took a copy to an Fx class I presented to the central bank staff in Azerbaijan. They liked the book so much that I was forced (not literally - maybe 'encouraged' would be a better word) to leave my copy behind. I promptly ordered another on my return.

While there are certainly more advanced texts on this same topic, I have yet to see one that does a better job of communicating the core concepts.

Great job!




0 of 0 people found the following review helpful:

3 out of 5 starsNice Overview, 2004-08-30
It was a nice overview of some existing models but it lacked the drill down needed for the next step. I did not find that it allowed you to handle actual data.


8 of 8 people found the following review helpful:

5 out of 5 starsFantastic book, 2003-05-22
Moving from academia to the real world is made much smoother with this great text by Dr. Marrison. This book integrates interest rate, liquidity and credit risk with bank management perfectly. Anyone interested in gaining a strong economic background with a quantitative degree like myself will find this book extremely useful.


41 of 43 people found the following review helpful:

5 out of 5 starsOne of the Best Books for Risk Management, 2002-10-22
Marrison has written an outstanding book on risk management. What is attractive about the treatment is the fact that it covers all aspects of risk management for financial institutions. Lots of books focus only on "new" techniques (VaR, portfolio credit risk models) or only on "traditional" techniques (credit analysis, ALM). Marrison treats them all, and uses capital allocation as a unifying theme.

Two previous reviews that suggest Marrison is too basic or merely repeats other authors are, in my humble opinion, dishonest. Marrison is a sophisticated book for sophisticated readers who are new to risk management. This includes MBA students taking courses on the capital markets or risk management. It also includes professionals working in their first risk management position. Marrison did not invent VaR or ALM, but authors of other books did not invent these concepts either. An author's task is to describe established concepts in a manner that is accessible to and useful for his audience. In this respect, Marrison's book is a dramatic step forward. His choice of topics, organization and writing are superb.

One of those previous reviews recommended that you read books by certain other authors instead of Marrison. Of those books, the only one that Marrison competes with is Jorion's Value-at-Risk. Marrison is an order of magnitude better than that book. The other books cover unrelated topics or are more advanced treatises on specific topics. You might graduate to such books from Marrison, but they are not alternatives to Marrison.

Finally, you can't beat the price on this book. Marrison simultaneously offers a bargain AND one of the best books available on risk management.


25 of 26 people found the following review helpful:

4 out of 5 starsA great primer, 2002-09-10
Chris Marrison's book is something I have been seeking for a very long time. It is well organized and easy to read. I have spent several years in strategic financial services consulting, wherein a strong foundation in risk measurement concepts and tools is essential for consultants across experience levels. Though having studied undergraduate finance and statistics, I ended up developing my rudimentary (and incomplete) knowledge of risk measurement in a very ad-hoc, context-specific and inefficent fashion. Now an MBA student at Harvard, I come across peers also seeking to understand the business, technical and practical aspects of risk measurement, as conceptually, 'risk management' is a common idea but an abstract practice for many professionals. There is no other textbook I've come across that addresses the essentials of risk measurement in as tangible a manner. I will not hesitate to recommend this book as a great primer to fellow students. The only caveat I offer is that this book is for those truly interested in jumping into the practical applications of risk measurement - for more of an overview of risk management theory, or esoterica for that matter, you're better off looking elsewhere.




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