Value at Risk and Bank Capital Management: Risk Adjusted Performances, Capital Management and Capital Allocation Decision Making
Saita, Francesco
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Table of contents
- Front CoverCover
- Value at Risk and Bank Capital Managementiii
- Copyright Pageiv
- Table of Contentsv
- Prefacexi
- Contributorsxv
- CHAPTER 1: Value at Risk, Capital Management, and Capital Allocation1
- 1.1 An Introduction to Value at Risk2
- 1.2 Capital Management and Capital Allocation: The Structure of the Book4
- CHAPTER 2: What Is CapitalŽ Management?7
- 2.1 Regulatory Capital and the Evolution toward Basel II8
- 2.2 Overview of the Basel II Capital Accord10
- 2.3 Bank Estimates of Required Capital and the Different Notions of Bank Capital17
- 2.4 Summary22
- 2.5 Further Reading23
- CHAPTER 3: Market Risk25
- 3.1 The Variance–Covariance Approach26
- 3.2 Simulation Approaches: Historical Simulation and Monte Carlo Simulation45
- 3.3 Value at Risk for Option Positions51
- 3.4 Extreme Value Theory and Copulas55
- 3.5 Expected Shortfall and the Problem of VaR Nonsubadditivity57
- 3.6 Back-Testing Market Risk Models59
- 3.7 Internal VaR Models and Market Risk Capital Requirements62
- 3.8 Stress Tests63
- 3.9 Summary64
- 3.10 Further Reading65
- CHAPTER 4: Credit Risk67
- 4.1 Defining Credit Risk: Expected and Unexpected Losses67
- 4.2 Agency Ratings70
- 4.3 Quantitative Techniques for Stand-Alone Credit Risk Evaluation: Moody’s/KMV EDF and External S74
- 4.4 Capital Requirements for Credit Risk under Basel II80
- 4.5 Internal Ratings82
- 4.6 Estimating Loss Given Default89
- 4.7 Estimating Exposure at Default92
- 4.8 Interaction between Basel II and International Accounting Standards93
- 4.9 Alternative Approaches to Modeling Credit Portfolio Risk96
- 4.10 Comparison of Main Credit Portfolio Models108
- 4.11 Summary112
- 4.12 Further Reading113
- CHAPTER 5: Operational Risk and Business Risk115
- 5.1 Capital Requirements for Operational Risk Measurement under Basel II116
- 5.2 Objectives of Operational Risk Management118
- 5.3 Quantifying Operational Risk: Building the Data Sources119
- 5.4 Quantifying Operational Risk: From Loss Frequency and Severity to Operational Risk Capital125
- 5.5 Case Study: U.S. Bank Progress on Measuring Operational Risk, by Patrick de Fontnouvelle and Vic131
- 5.6 The Role of Measures of Business Risk and Earnings at Risk134
- 5.7 Measuring Business Risk in Practice: Defining a Measure of Earnings at Risk137
- 5.8 From Earnings at Risk to Capital at Risk139
- 5.9 Summary142
- 5.10 Further Reading143
- CHAPTER 6: Risk Capital Aggregation145
- 6.1 The Need for Harmonization: Time Horizon, Confidence Level, and the Notion of Capital146
- 6.2 Risk Aggregation Techniques148
- 6.3 Estimating Parameters for Risk Aggregation153
- 6.4 Case Study: Capital Aggregation within Fortis (by Luc Henrard, Chief Risk Officer, Fortis, and R159
- 6.5 A Synthetic Comparison of Alternative Risk Aggregation Techniques164
- 6.6 Summary166
- 6.7 Further Reading167
- CHAPTER 7: Value at Risk and Risk Control for Market and Credit Risk169
- 7.1 Defining VaR-Based Limits for Market Risk: Identifying Risk-Taking Centers171
- 7.2 Managing VaR Limits for Market Risk: The Links between Daily VaR and Annual Potential Losses173
- 7.3 Managing VaR-Based Trading Limits179
- 7.4 Identifying Risk Contributions and Internal Hedges: VaRDelta, Component VaR, and Incremental VaR182
- 7.5 Managing Risk and Pricing Limits for Credit Risk189
- 7.6 Summary193
- 7.7 Further Reading194
- CHAPTER 8: Risk-Adjusted Performance Measurement195
- 8.1 Business Areas, Business Units, and the Double Role of Risk-Adjusted Performance Measures196
- 8.2 Checking the Measure of Profit196
- 8.3 Capital Investment versus Capital Allocation199
- 8.4 Choosing the Measure of Capital at Risk: Allocated Capital versus Utilized Capital199
- 8.5 Choosing the Measure of Capital at Risk: Diversified Capital versus Undiversified Capital202
- 8.6 Choosing the Risk-Adjusted Performance Measure: EVA vs. RAROC207
- 8.7 Variants and Potential Extensions209
- 8.8 Risk-Adjusted Performances and Managers’ Performance Evaluation212
- 8.9 Summary215
- 8.10 Further Reading216
- CHAPTER 9: Risk-Adjusted Performance Targets, Capital Allocation, and the Budgeting Process217
- 9.1 From the Bank’s Cost of Equity Capital to Performance Targets for the Bank218
- 9.2 Should Business Units’ Target Returns Be Different?222
- 9.3 Capital Allocation and the Planning and Budgeting Process227
- 9.4 Case Study: Capital Allocation Process at UniCredit Group (by Elio Berti, head of Capital Alloca230
- 9.5 Summary233
- 9.6 Further Reading234
- Final Remarks237
- Selected Free Risk Management–Related Websites239
- References245
- Index255
Book details
- Vendor Elsevier S & T
- SKU 9780123694669
- ISBN-13 9780080471068
- Author Saita, Francesco
- Category Business & Economics
- Subject Finance
Do you have questions about this book?
While the highly technical measurement techniques and methodologies of Value at Risk have attracted huge interest, much less attention has been focused on how Value at Risk and the risk-adjusted performance measures such as RAROC or economic profit/EVA„· can be effectively used to improve a bank¡¦s decision making processes. Academic books are typically concerned primarily with measurement techniques, and devote only a small section to describing the applications, usually without discussing the problems that changing organizational processes in banks may have on business units¡¦ behaviour. Practitioners¡¦ books are often based on a single experience, presenting the approach that has been pursued by a single bank, but often do not adequately evaluate that approach. In actual practice, the choice of how to use Value at Risk and risk-adjusted performance measures has no single optimal solution, but requires effective decision making that can identify the solution that is consistent with the bank¡¦s style of management and coordination mechanisms, and often with characteristics of individual business units as well. In this book, Francesco Saita of Bocconi University argues that even though risk measurement techniques have greatly improved in recent years for market, credit and now also operational risk, capital management and capital allocation decisions are far from becoming purely technical and mechanical. On one hand, decisions about capital management must consider handling different capital constraints (e.g. regulatory vs. economic capital ) and face remarkable difficulties in providing a measure of ¡§aggregated¡¨ Value at Risk (i.e. a measure that considers the overall value at risk of the bank after diversification across risk types). On the other hand, the aim of using capital more efficiently through capital allocation cannot be achieved only through a sort of centralized asset allocation process, but rather by designing a Value at Risk limit system and a risk-adjusted performance measurement system that are designed to provide the right incentives to individual business units. This connection between sophisticated and cutting edge risk measurement techniques and practical bank decision making about capital management and capital allocation make this book unique and provide readers with a depth of academic and theoretical expertise combined with practical and real-world understanding of bank structure, organizational constraints, and decisionmaking processes.
*Contains concise, expert analysis of the latest technical VaR measures but without the highly mathematical component of other books
*Discusses practical applications of these measures in the real world of banking, focusing on effective decision making for capital management and allocation
*Author is based at Bocconi University in Milan, Italy, one of the foremost institutions for banking in Europe
*Contains concise, expert analysis of the latest technical VaR measures but without the highly mathematical component of other books
*Discusses practical applications of these measures in the real world of banking, focusing on effective decision making for capital management and allocation
*Author is based at Bocconi University in Milan, Italy, one of the foremost institutions for banking in Europe
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