| Preface | p. xi |
| An introduction to enterprise risk management | p. 1 |
| Definitions and concepts of risk | p. 1 |
| Why manage risk? | p. 3 |
| Enterprise risk management frameworks | p. 5 |
| Corporate governance | p. 6 |
| Models of risk management | p. 8 |
| The risk management time horizon | p. 9 |
| Further reading | p. 10 |
| Types of financial institution | p. 11 |
| Introduction | p. 11 |
| Banks | p. 11 |
| Insurance companies | p. 14 |
| Pension schemes | p. 16 |
| Foundations and endowments | p. 18 |
| Further reading | p. 18 |
| Stakeholders | p. 20 |
| Introduction | p. 20 |
| Principals | p. 20 |
| Agents | p. 31 |
| Controlling | p. 41 |
| Advisory | p. 48 |
| Incidental | p. 51 |
| Further reading | p. 53 |
| The internal environment | p. 54 |
| Introduction | p. 54 |
| Internal stakeholders | p. 54 |
| Culture | p. 55 |
| Structure | p. 57 |
| Capabilities | p. 60 |
| Further reading | p. 60 |
| The external environment | p. 61 |
| Introduction | p. 61 |
| External stakeholders | p. 61 |
| Political environment | p. 62 |
| Economic environment | p. 62 |
| Social and cultural environment | p. 64 |
| Competitive environment | p. 65 |
| Regulatory environment | p. 66 |
| Professional environment | p. 85 |
| Industry environment | p. 88 |
| Further reading | p. 90 |
| Process overview | p. 91 |
| Definitions of risk | p. 93 |
| Introduction | p. 93 |
| Market and economic risk | p. 93 |
| Interest rate risk | p. 94 |
| Foreign exchange risk | p. 94 |
| Credit risk | p. 95 |
| Liquidity risk | p. 96 |
| Systemic risk | p. 97 |
| Demographic risk | p. 99 |
| Non-life insurance risk | p. 101 |
| Operational risks | p. 102 |
| Residual risks | p. 110 |
| Further reading | p. 111 |
| Risk identification | p. 112 |
| Introduction | p. 112 |
| Risk identification tools | p. 112 |
| Risk identification techniques | p. 115 |
| Assessment of risk nature | p. 119 |
| Risk register | p. 119 |
| Further reading | p. 120 |
| Some useful statistics | p. 121 |
| Location | p. 121 |
| Spread | p. 122 |
| Skew | p. 124 |
| Kurtosis | p. 125 |
| Correlation | p. 126 |
| Further reading | p. 132 |
| Statistical distributions | p. 134 |
| Univariate discrete distributions | p. 134 |
| Univariate continuous distributions | p. 137 |
| Multivariate distributions | p. 171 |
| Copulas | p. 195 |
| Further reading | p. 220 |
| Modelling techniques | p. 221 |
| Introduction | p. 221 |
| Fitting data to a distribution | p. 223 |
| Fitting data to a model | p. 228 |
| Smoothing data | p. 237 |
| Using models to classify data | p. 245 |
| Uncertainty | p. 259 |
| Credibility | p. 262 |
| Model validation | p. 270 |
| Further reading | p. 271 |
| Extreme value theory | p. 272 |
| Introduction | p. 272 |
| The generalised extreme value distribution | p. 272 |
| The generalised Pareto distribution | p. 275 |
| Further reading | p. 279 |
| Modelling time series | p. 280 |
| Introduction | p. 280 |
| Deterministic modelling | p. 280 |
| Stochastic modelling | p. 281 |
| Time series processes | p. 285 |
| Data frequency | p. 305 |
| Discounting | p. 306 |
| Further reading | p. 310 |
| Quantifying particular risks | p. 311 |
| Introduction | p. 311 |
| Market and economic risk | p. 311 |
| Interest rate risk | p. 325 |
| Foreign exchange risk | p. 337 |
| Credit risk | p. 338 |
| Liquidity risk | p. 360 |
| Systemic risks | p. 362 |
| Demographic risk | p. 363 |
| Non-life insurance risk | p. 372 |
| Operational risks | p. 379 |
| Further reading | p. 381 |
| Risk assessment | p. 382 |
| Introduction | p. 382 |
| Risk appetite | p. 383 |
| Upside and downside risk | p. 386 |
| Risk measures | p. 387 |
| Unquantifiable risks | p. 401 |
| Return measures | p. 403 |
| Optimisation | p. 404 |
| Further reading | p. 411 |
| Responses to risk | p. 413 |
| Introduction | p. 413 |
| Market and economic risk | p. 416 |
| Interest rate risk | p. 430 |
| Foreign exchange risk | p. 434 |
| Credit risk | p. 435 |
| Liquidity risk | p. 442 |
| Systemic risk | p. 442 |
| Demographic risk | p. 444 |
| Non-life insurance risk | p. 446 |
| Operational risks | p. 447 |
| Further reading | p. 456 |
| Continuous considerations | p. 457 |
| Introduction | p. 457 |
| Documentation | p. 457 |
| Communication | p. 458 |
| Audit | p. 460 |
| Further reading | p. 461 |
| Economic capital | p. 462 |
| Introduction | p. 462 |
| Definition of economic capital | p. 462 |
| Economic capital models | p. 463 |
| Designing an economic capital model | p. 464 |
| Running an economic capital model | p. 465 |
| Calculating economic capital | p. 466 |
| Economic capital and risk optimisation | p. 467 |
| Capital allocation | p. 469 |
| Further reading | p. 471 |
| Risk frameworks | p. 472 |
| Mandatory risk frameworks | p. 472 |
| Advisory risk frameworks | p. 483 |
| Proprietary risk frameworks | p. 499 |
| Further reading | p. 504 |
| Case studies | p. 505 |
| Introduction | p. 505 |
| The 2007-2011 global financial crisis | p. 505 |
| Barings Bank | p. 511 |
| Equitable Life | p. 514 |
| Korean Air | p. 517 |
| Long Term Capital Management | p. 519 |
| Bernard Madoff | p. 521 |
| Robert Maxwell | p. 522 |
| Space Shuttle Challenger | p. 523 |
| Conclusion | p. 525 |
| Further reading | p. 525 |
| References | p. 527 |
| Index | p. 540 |
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