Riccardo Rebonato
Modern Pricing of Interest-Rate Derivatives (eBook, PDF)
The LIBOR Market Model and Beyond
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Riccardo Rebonato
Modern Pricing of Interest-Rate Derivatives (eBook, PDF)
The LIBOR Market Model and Beyond
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In recent years, interest-rate modeling has developed rapidly in terms of both practice and theory. The academic and practitioners' communities, however, have not always communicated as productively as would have been desirable. As a result, their research programs have often developed with little constructive interference. In this book, Riccardo Rebonato draws on his academic and professional experience, straddling both sides of the divide to bring together and build on what theory and trading have to offer.
Rebonato begins by presenting the conceptual foundations for the application of…mehr
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In recent years, interest-rate modeling has developed rapidly in terms of both practice and theory. The academic and practitioners' communities, however, have not always communicated as productively as would have been desirable. As a result, their research programs have often developed with little constructive interference. In this book, Riccardo Rebonato draws on his academic and professional experience, straddling both sides of the divide to bring together and build on what theory and trading have to offer.
Rebonato begins by presenting the conceptual foundations for the application of the LIBOR market model to the pricing of interest-rate derivatives. Next he treats in great detail the calibration of this model to market prices, asking how possible and advisable it is to enforce a simultaneous fitting to several market observables. He does so with an eye not only to mathematical feasibility but also to financial justification, while devoting special scrutiny to the implications of market incompleteness.
Much of the book concerns an original extension of the LIBOR market model, devised to account for implied volatility smiles. This is done by introducing a stochastic-volatility, displaced-diffusion version of the model. The emphasis again is on the financial justification and on the computational feasibility of the proposed solution to the smile problem. This book is must reading for quantitative researchers in financial houses, sophisticated practitioners in the derivatives area, and students of finance.
Rebonato begins by presenting the conceptual foundations for the application of the LIBOR market model to the pricing of interest-rate derivatives. Next he treats in great detail the calibration of this model to market prices, asking how possible and advisable it is to enforce a simultaneous fitting to several market observables. He does so with an eye not only to mathematical feasibility but also to financial justification, while devoting special scrutiny to the implications of market incompleteness.
Much of the book concerns an original extension of the LIBOR market model, devised to account for implied volatility smiles. This is done by introducing a stochastic-volatility, displaced-diffusion version of the model. The emphasis again is on the financial justification and on the computational feasibility of the proposed solution to the smile problem. This book is must reading for quantitative researchers in financial houses, sophisticated practitioners in the derivatives area, and students of finance.
Produktdetails
- Produktdetails
- Verlag: Princeton University Press
- Seitenzahl: 488
- Erscheinungstermin: 16. Januar 2012
- Englisch
- ISBN-13: 9781400829323
- Artikelnr.: 37868401
- Verlag: Princeton University Press
- Seitenzahl: 488
- Erscheinungstermin: 16. Januar 2012
- Englisch
- ISBN-13: 9781400829323
- Artikelnr.: 37868401
- Herstellerkennzeichnung Die Herstellerinformationen sind derzeit nicht verfügbar.
Riccardo Rebonato is Head of Group Market Risk and Head of the Quantitative Research Centre (QUARC) for the Royal Bank of Scotland Group. He is also a Visiting Lecturer at Oxford University's Mathematical Institute, where he teaches for the MSC/Diploma in Mathematical Finance. His books include Interest-Rate Option Models and Volatility and Correlation in Option Pricing.
Introduction xi
Acknowledgements xvii
I. The Structure of the LIBOR Market Model 1
1. Putting the Modern Pricing Approach in Perspective 3
1.1. Historical Developments 3
1.2. Some Important Remarks 21
2. The Mathematical and Financial Set-up 25
2.1. The Modelling Framework 25
2.2. Definition and Valuation of the Underlying Plain-Vanilla Instruments
28
2.3. The Mathematical and Financial Description of the Securities Market 40
3. Describing the Dynamics of Forward Rates 57
3.1. A Working Framework for the Modern Pricing Approach 57
3.2. Equivalent Descriptions of the Dynamics of Forward Rates 65
3.3. Generalization of the Approach 79
3.4. The Swap-Rate-Based LIBOR Market Model 83
4. Characterizing and Valuing Complex LIBOR Products 85
4.1. The Types of Product That Can be Handled Using the LIBOR Market Model
85
4.2. Case Study: Pricing in a Three-Forward-Rate, Two-Factor World 96
4.3. Overview of the Results So Far 107
5. Determining the No-Arbitrage Drifts of Forward Rates 111
5.1. General Derivation of the Drift Terms 112
5.2. Expressing the No-Arbitrage Conditions in Terms of Market-Related
Quantities 118
5.3. Approximations of the Drift Terms 123
5.4. Conclusions 131
II. The Inputs to the General Framework 133
6. Instantaneous Volatilities 135
6.1. Introduction and Motivation 135
6.2. Instantaneous Volatility Functions: General Results 141
6.3. Functional Forms for the Instantaneous Volatility Function - Financial
Implications 153
6.4. Analysis of Specific Functional Forms for the Instantaneous Volatility
Functions 167
6.5. Appendix I - Why Specification (6.11c) Fails to Satisfy Joint
Conditions 171
6.6. Appendix II - Indefinite Integral of the Instantaneous Covariance 171
7. Specifying the Instantaneous Correlation Function 173
7.1. General Considerations 173
7.2. Empirical Data and Financial Plausibility 180
7.3. Intrinsic Limitations of Low-Dimensionality Approaches 185
7.4. Proposed Functional Forms for the Instantaneous Correlation Function
189
7.5. Conditions for the Occurrence of Exponential Correlation Surfaces 196
7.6. A Semi-Parametric Specification of the Correlation Surface 204
III Calibration of the LIBOR Market Model 209
8. Fitting the Instantaneous Volatility Functions 211
8.1. General Calibration Philosophy and Plan of Part III 211
8.2. A First Approach to Fitting the Caplet Market: Imposing
Time-Homogeneity 214
8.3. A Second Approach to Fitting the Caplet Market: Using Information from
the Swaption Matrix 218
8.4. A Third Approach to Fitting the Caplet Market: Assigning a Future Term
Structure of Volatilities 226
8.5. Results 231
8.6. Conclusions 248
9. Simultaneous Calibration to Market Caplet Prices and to an Exogenous
Correlation Matrix 249
9.1. Introduction and Motivation 249
9.2. An Optimal Procedure to Recover an Exogenous Target Correlation Matrix
254
9.3. Results and Discussion 260
9.4. Conclusions 274
10 Calibrating a Forward-Rate-Based LIBOR Market Model to Swaption Prices
276
10.1. The General Context 276
10.2. The Need for a Joint Description of the Forward-and Swap-Rate
Dynamics 280
10.3. Approximating the Swap-Rate Instantaneous Volatility 294
10.4. Computational Results on European Swaptions 306
10.5. Calibration to Co-Terminal European Swaption Prices 312
10.6. An Application: Using an FRA-Based LIBOR Market Model for Bermudan
Swaptions 318
10.7. Quality of the Numerical Approximation in Realistic Market Cases 326
IV. Beyond the Standard Approach: Accounting for Smiles 331
11. Extending the Standard Approach - I: CEV and Displaced Diffusion 333
11.1. Practical and Conceptual Implications of Non-Flat Volatility Smiles
333
11.2. Calculating Deltas and Other Risk Derivatives in the Presence of
Smiles 342
11.3. Accounting for Monotonically Decreasing Smiles 349
11.4. Time-Homogeneity in the Context of Displaced Diffusions 363
12. Extending the Standard Approach - II: Stochastic Instantaneous
Volatilities 367
12.1. Introduction and Motivation 367
12.2. The Modelling Framework 372
12.3. Numerical Techniques 382
12.4. Numerical Results 397
12.5. Conclusions and Suggestions for Future Work 413
13. A Joint Empirical and Theoretical Analysis of the Stochastic-Volatility
LIBOR Market Model 415
13.1. Motivation and Plan of the Chapter 415
13.2. The Empirical Analysis 420
13.3. The Computer Experiments 437
13.4. Conclusions and Suggestions for Future Work 442
Bibliography 445
Index 453
Acknowledgements xvii
I. The Structure of the LIBOR Market Model 1
1. Putting the Modern Pricing Approach in Perspective 3
1.1. Historical Developments 3
1.2. Some Important Remarks 21
2. The Mathematical and Financial Set-up 25
2.1. The Modelling Framework 25
2.2. Definition and Valuation of the Underlying Plain-Vanilla Instruments
28
2.3. The Mathematical and Financial Description of the Securities Market 40
3. Describing the Dynamics of Forward Rates 57
3.1. A Working Framework for the Modern Pricing Approach 57
3.2. Equivalent Descriptions of the Dynamics of Forward Rates 65
3.3. Generalization of the Approach 79
3.4. The Swap-Rate-Based LIBOR Market Model 83
4. Characterizing and Valuing Complex LIBOR Products 85
4.1. The Types of Product That Can be Handled Using the LIBOR Market Model
85
4.2. Case Study: Pricing in a Three-Forward-Rate, Two-Factor World 96
4.3. Overview of the Results So Far 107
5. Determining the No-Arbitrage Drifts of Forward Rates 111
5.1. General Derivation of the Drift Terms 112
5.2. Expressing the No-Arbitrage Conditions in Terms of Market-Related
Quantities 118
5.3. Approximations of the Drift Terms 123
5.4. Conclusions 131
II. The Inputs to the General Framework 133
6. Instantaneous Volatilities 135
6.1. Introduction and Motivation 135
6.2. Instantaneous Volatility Functions: General Results 141
6.3. Functional Forms for the Instantaneous Volatility Function - Financial
Implications 153
6.4. Analysis of Specific Functional Forms for the Instantaneous Volatility
Functions 167
6.5. Appendix I - Why Specification (6.11c) Fails to Satisfy Joint
Conditions 171
6.6. Appendix II - Indefinite Integral of the Instantaneous Covariance 171
7. Specifying the Instantaneous Correlation Function 173
7.1. General Considerations 173
7.2. Empirical Data and Financial Plausibility 180
7.3. Intrinsic Limitations of Low-Dimensionality Approaches 185
7.4. Proposed Functional Forms for the Instantaneous Correlation Function
189
7.5. Conditions for the Occurrence of Exponential Correlation Surfaces 196
7.6. A Semi-Parametric Specification of the Correlation Surface 204
III Calibration of the LIBOR Market Model 209
8. Fitting the Instantaneous Volatility Functions 211
8.1. General Calibration Philosophy and Plan of Part III 211
8.2. A First Approach to Fitting the Caplet Market: Imposing
Time-Homogeneity 214
8.3. A Second Approach to Fitting the Caplet Market: Using Information from
the Swaption Matrix 218
8.4. A Third Approach to Fitting the Caplet Market: Assigning a Future Term
Structure of Volatilities 226
8.5. Results 231
8.6. Conclusions 248
9. Simultaneous Calibration to Market Caplet Prices and to an Exogenous
Correlation Matrix 249
9.1. Introduction and Motivation 249
9.2. An Optimal Procedure to Recover an Exogenous Target Correlation Matrix
254
9.3. Results and Discussion 260
9.4. Conclusions 274
10 Calibrating a Forward-Rate-Based LIBOR Market Model to Swaption Prices
276
10.1. The General Context 276
10.2. The Need for a Joint Description of the Forward-and Swap-Rate
Dynamics 280
10.3. Approximating the Swap-Rate Instantaneous Volatility 294
10.4. Computational Results on European Swaptions 306
10.5. Calibration to Co-Terminal European Swaption Prices 312
10.6. An Application: Using an FRA-Based LIBOR Market Model for Bermudan
Swaptions 318
10.7. Quality of the Numerical Approximation in Realistic Market Cases 326
IV. Beyond the Standard Approach: Accounting for Smiles 331
11. Extending the Standard Approach - I: CEV and Displaced Diffusion 333
11.1. Practical and Conceptual Implications of Non-Flat Volatility Smiles
333
11.2. Calculating Deltas and Other Risk Derivatives in the Presence of
Smiles 342
11.3. Accounting for Monotonically Decreasing Smiles 349
11.4. Time-Homogeneity in the Context of Displaced Diffusions 363
12. Extending the Standard Approach - II: Stochastic Instantaneous
Volatilities 367
12.1. Introduction and Motivation 367
12.2. The Modelling Framework 372
12.3. Numerical Techniques 382
12.4. Numerical Results 397
12.5. Conclusions and Suggestions for Future Work 413
13. A Joint Empirical and Theoretical Analysis of the Stochastic-Volatility
LIBOR Market Model 415
13.1. Motivation and Plan of the Chapter 415
13.2. The Empirical Analysis 420
13.3. The Computer Experiments 437
13.4. Conclusions and Suggestions for Future Work 442
Bibliography 445
Index 453
Introduction xi
Acknowledgements xvii
I. The Structure of the LIBOR Market Model 1
1. Putting the Modern Pricing Approach in Perspective 3
1.1. Historical Developments 3
1.2. Some Important Remarks 21
2. The Mathematical and Financial Set-up 25
2.1. The Modelling Framework 25
2.2. Definition and Valuation of the Underlying Plain-Vanilla Instruments
28
2.3. The Mathematical and Financial Description of the Securities Market 40
3. Describing the Dynamics of Forward Rates 57
3.1. A Working Framework for the Modern Pricing Approach 57
3.2. Equivalent Descriptions of the Dynamics of Forward Rates 65
3.3. Generalization of the Approach 79
3.4. The Swap-Rate-Based LIBOR Market Model 83
4. Characterizing and Valuing Complex LIBOR Products 85
4.1. The Types of Product That Can be Handled Using the LIBOR Market Model
85
4.2. Case Study: Pricing in a Three-Forward-Rate, Two-Factor World 96
4.3. Overview of the Results So Far 107
5. Determining the No-Arbitrage Drifts of Forward Rates 111
5.1. General Derivation of the Drift Terms 112
5.2. Expressing the No-Arbitrage Conditions in Terms of Market-Related
Quantities 118
5.3. Approximations of the Drift Terms 123
5.4. Conclusions 131
II. The Inputs to the General Framework 133
6. Instantaneous Volatilities 135
6.1. Introduction and Motivation 135
6.2. Instantaneous Volatility Functions: General Results 141
6.3. Functional Forms for the Instantaneous Volatility Function - Financial
Implications 153
6.4. Analysis of Specific Functional Forms for the Instantaneous Volatility
Functions 167
6.5. Appendix I - Why Specification (6.11c) Fails to Satisfy Joint
Conditions 171
6.6. Appendix II - Indefinite Integral of the Instantaneous Covariance 171
7. Specifying the Instantaneous Correlation Function 173
7.1. General Considerations 173
7.2. Empirical Data and Financial Plausibility 180
7.3. Intrinsic Limitations of Low-Dimensionality Approaches 185
7.4. Proposed Functional Forms for the Instantaneous Correlation Function
189
7.5. Conditions for the Occurrence of Exponential Correlation Surfaces 196
7.6. A Semi-Parametric Specification of the Correlation Surface 204
III Calibration of the LIBOR Market Model 209
8. Fitting the Instantaneous Volatility Functions 211
8.1. General Calibration Philosophy and Plan of Part III 211
8.2. A First Approach to Fitting the Caplet Market: Imposing
Time-Homogeneity 214
8.3. A Second Approach to Fitting the Caplet Market: Using Information from
the Swaption Matrix 218
8.4. A Third Approach to Fitting the Caplet Market: Assigning a Future Term
Structure of Volatilities 226
8.5. Results 231
8.6. Conclusions 248
9. Simultaneous Calibration to Market Caplet Prices and to an Exogenous
Correlation Matrix 249
9.1. Introduction and Motivation 249
9.2. An Optimal Procedure to Recover an Exogenous Target Correlation Matrix
254
9.3. Results and Discussion 260
9.4. Conclusions 274
10 Calibrating a Forward-Rate-Based LIBOR Market Model to Swaption Prices
276
10.1. The General Context 276
10.2. The Need for a Joint Description of the Forward-and Swap-Rate
Dynamics 280
10.3. Approximating the Swap-Rate Instantaneous Volatility 294
10.4. Computational Results on European Swaptions 306
10.5. Calibration to Co-Terminal European Swaption Prices 312
10.6. An Application: Using an FRA-Based LIBOR Market Model for Bermudan
Swaptions 318
10.7. Quality of the Numerical Approximation in Realistic Market Cases 326
IV. Beyond the Standard Approach: Accounting for Smiles 331
11. Extending the Standard Approach - I: CEV and Displaced Diffusion 333
11.1. Practical and Conceptual Implications of Non-Flat Volatility Smiles
333
11.2. Calculating Deltas and Other Risk Derivatives in the Presence of
Smiles 342
11.3. Accounting for Monotonically Decreasing Smiles 349
11.4. Time-Homogeneity in the Context of Displaced Diffusions 363
12. Extending the Standard Approach - II: Stochastic Instantaneous
Volatilities 367
12.1. Introduction and Motivation 367
12.2. The Modelling Framework 372
12.3. Numerical Techniques 382
12.4. Numerical Results 397
12.5. Conclusions and Suggestions for Future Work 413
13. A Joint Empirical and Theoretical Analysis of the Stochastic-Volatility
LIBOR Market Model 415
13.1. Motivation and Plan of the Chapter 415
13.2. The Empirical Analysis 420
13.3. The Computer Experiments 437
13.4. Conclusions and Suggestions for Future Work 442
Bibliography 445
Index 453
Acknowledgements xvii
I. The Structure of the LIBOR Market Model 1
1. Putting the Modern Pricing Approach in Perspective 3
1.1. Historical Developments 3
1.2. Some Important Remarks 21
2. The Mathematical and Financial Set-up 25
2.1. The Modelling Framework 25
2.2. Definition and Valuation of the Underlying Plain-Vanilla Instruments
28
2.3. The Mathematical and Financial Description of the Securities Market 40
3. Describing the Dynamics of Forward Rates 57
3.1. A Working Framework for the Modern Pricing Approach 57
3.2. Equivalent Descriptions of the Dynamics of Forward Rates 65
3.3. Generalization of the Approach 79
3.4. The Swap-Rate-Based LIBOR Market Model 83
4. Characterizing and Valuing Complex LIBOR Products 85
4.1. The Types of Product That Can be Handled Using the LIBOR Market Model
85
4.2. Case Study: Pricing in a Three-Forward-Rate, Two-Factor World 96
4.3. Overview of the Results So Far 107
5. Determining the No-Arbitrage Drifts of Forward Rates 111
5.1. General Derivation of the Drift Terms 112
5.2. Expressing the No-Arbitrage Conditions in Terms of Market-Related
Quantities 118
5.3. Approximations of the Drift Terms 123
5.4. Conclusions 131
II. The Inputs to the General Framework 133
6. Instantaneous Volatilities 135
6.1. Introduction and Motivation 135
6.2. Instantaneous Volatility Functions: General Results 141
6.3. Functional Forms for the Instantaneous Volatility Function - Financial
Implications 153
6.4. Analysis of Specific Functional Forms for the Instantaneous Volatility
Functions 167
6.5. Appendix I - Why Specification (6.11c) Fails to Satisfy Joint
Conditions 171
6.6. Appendix II - Indefinite Integral of the Instantaneous Covariance 171
7. Specifying the Instantaneous Correlation Function 173
7.1. General Considerations 173
7.2. Empirical Data and Financial Plausibility 180
7.3. Intrinsic Limitations of Low-Dimensionality Approaches 185
7.4. Proposed Functional Forms for the Instantaneous Correlation Function
189
7.5. Conditions for the Occurrence of Exponential Correlation Surfaces 196
7.6. A Semi-Parametric Specification of the Correlation Surface 204
III Calibration of the LIBOR Market Model 209
8. Fitting the Instantaneous Volatility Functions 211
8.1. General Calibration Philosophy and Plan of Part III 211
8.2. A First Approach to Fitting the Caplet Market: Imposing
Time-Homogeneity 214
8.3. A Second Approach to Fitting the Caplet Market: Using Information from
the Swaption Matrix 218
8.4. A Third Approach to Fitting the Caplet Market: Assigning a Future Term
Structure of Volatilities 226
8.5. Results 231
8.6. Conclusions 248
9. Simultaneous Calibration to Market Caplet Prices and to an Exogenous
Correlation Matrix 249
9.1. Introduction and Motivation 249
9.2. An Optimal Procedure to Recover an Exogenous Target Correlation Matrix
254
9.3. Results and Discussion 260
9.4. Conclusions 274
10 Calibrating a Forward-Rate-Based LIBOR Market Model to Swaption Prices
276
10.1. The General Context 276
10.2. The Need for a Joint Description of the Forward-and Swap-Rate
Dynamics 280
10.3. Approximating the Swap-Rate Instantaneous Volatility 294
10.4. Computational Results on European Swaptions 306
10.5. Calibration to Co-Terminal European Swaption Prices 312
10.6. An Application: Using an FRA-Based LIBOR Market Model for Bermudan
Swaptions 318
10.7. Quality of the Numerical Approximation in Realistic Market Cases 326
IV. Beyond the Standard Approach: Accounting for Smiles 331
11. Extending the Standard Approach - I: CEV and Displaced Diffusion 333
11.1. Practical and Conceptual Implications of Non-Flat Volatility Smiles
333
11.2. Calculating Deltas and Other Risk Derivatives in the Presence of
Smiles 342
11.3. Accounting for Monotonically Decreasing Smiles 349
11.4. Time-Homogeneity in the Context of Displaced Diffusions 363
12. Extending the Standard Approach - II: Stochastic Instantaneous
Volatilities 367
12.1. Introduction and Motivation 367
12.2. The Modelling Framework 372
12.3. Numerical Techniques 382
12.4. Numerical Results 397
12.5. Conclusions and Suggestions for Future Work 413
13. A Joint Empirical and Theoretical Analysis of the Stochastic-Volatility
LIBOR Market Model 415
13.1. Motivation and Plan of the Chapter 415
13.2. The Empirical Analysis 420
13.3. The Computer Experiments 437
13.4. Conclusions and Suggestions for Future Work 442
Bibliography 445
Index 453