Operational Risk Modeling in Financial Services – The Exposure, Occurrence, Impact Method: Wiley Finance
Autor P Naimen Limba Engleză Hardback – 4 apr 2019
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Specificații
ISBN-13: 9781119508502
ISBN-10: 1119508509
Pagini: 320
Dimensiuni: 177 x 249 x 24 mm
Greutate: 0.7 kg
Editura: Wiley
Seria Wiley Finance
Locul publicării:Chichester, United Kingdom
ISBN-10: 1119508509
Pagini: 320
Dimensiuni: 177 x 249 x 24 mm
Greutate: 0.7 kg
Editura: Wiley
Seria Wiley Finance
Locul publicării:Chichester, United Kingdom
Public țintă
Primary Market: Operational risk managers in the banking/industry; Quantitative risk analysts in banks; Model validation experts; Regulators in finance and insurance; Risk managers in other industriesSecondary market: MBA–level students
Notă biografică
Cuprins
List of Figures xi List of Tables xv Foreword xix Preface xxi Part One Lessons Learned in 10 Years of Practice Chapter 1 Creation of the Method 3 1.1 From Artificial Intelligence to Risk Modelling 3 1.2 Model Losses or Risks? 5 Chapter 2 Introduction to the XOI Method 7 2.1 A Risk Modelling Doctrine 7 2.2 A Knowledge Management Process 8 2.3 The eXposure, Occurrence, Impact (XOI) Approach 9 2.4 The Return of AI: Bayesian Networks for Risk Assessment 10 Chapter 3 Lessons Learned in 10 Years of Practice 13 3.1 Risk and Control Self-Assessment 13 3.2 Loss Data 24 3.3 Quantitative Models 30 3.4 Scenarios Workshops 36 3.5 Correlations 41 3.6 Model Validation 47 Part Two Challenges of Operational Risk Measurement Chapter 4 Definition and Scope of Operational Risk 57 4.1 On Risk Taxonomies 57 4.2 Definition of Operational Risk 68 Chapter 5 The Importance of Operational Risk 71 5.1 The Importance of Losses 71 5.2 The Importance of Operational Risk Capital 74 5.3 Adequacy of Capital to Losses 76 Chapter 6 The Need for Measurement 77 6.1 Regulatory Requirements 77 6.2 Nonregulatory Requirements 82 Chapter 7 The Challenges of Measurement 93 7.1 Introduction 93 7.2 Measuring Risk or Measuring Risks? 93 7.3 Requirements of a Risk Measurement Method 95 7.4 Risk Measurement Practices 98 Part Three The Practice of Operational Risk Management Chapter 8 Risk and Control Self-Assessment 105 8.1 Introduction 105 8.2 Risk and Control Identification 107 8.3 Risk and Control Assessment 113 Chapter 9 Losses Modelling 121 9.1 Loss Distribution Approach 122 9.2 Loss Regression 134 Chapter 10 Scenario Analysis 137 10.1 Scope of Scenario Analysis 137 10.2 Scenario Identification 150 10.3 Scenario Assessment 163 Part Four The Exposure, Occurrence, Impact Method Chapter 11 An Exposure-Based Model 179 11.1 A Tsunami Is Not an Unexpectedly Big Wave 179 11.2 Using Available Knowledge to Inform Risk Analysis 180 11.3 Structured Scenarios Assessment 181 11.4 The XOI Approach: Exposure, Occurrence, and Impact 182 Chapter 12 Introduction to Bayesian Networks 185 12.1 A Bit of History 185 12.2 A Bit of Theory 186 12.3 Influence Diagrams and Decision Theory 187 12.4 Introduction to Inference in Bayesian Networks 187 12.5 Introduction to Learning in Bayesian Networks 189 Chapter 13 Bayesian Networks for Risk Measurement 191 13.1 An Example in Car Fleet Management 191 Chapter 14 The XOI Methodology 203 14.1 Structure Design 203 14.2 Quantification 209 14.3 Simulation 214 Chapter 15 A Scenario in Internal Fraud 219 15.1 Introduction 219 15.2 XOI Modelling 219 Chapter 16 A Scenario in Cyber Risk 227 16.1 Definition 227 16.2 XOI Modelling 234 Chapter 17 A Scenario in Conduct Risk 239 17.1 Definition 239 17.2 Types of Misconduct 241 17.3 XOI Modelling 246 Chapter 18 Aggregation of Scenarios 255 18.1 Introduction 255 18.2 Influence of a Scenario on an Environment Factor 257 18.3 Influence of an Environment Factor on a Scenario 258 18.4 Combining the Influences 261 18.5 Turning the Dependencies into Correlations 262 Chapter 19 Applications 265 19.1 Introduction 265 19.2 Regulatory Applications 267 19.3 Risk Management 278 Chapter 20 A Step towards "Oprisk Metrics" 287 20.1 Introduction 287 20.2 Building Exposure Units Tables 288 20.3 Sources for Driver Quantification 289 20.4 Conclusion 290 Index 291