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Robust Libor Modelling and Pricing of Derivative Products, Vol. 3 Book

Robust Libor Modelling and Pricing of Derivative Products, Vol. 3
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Robust Libor Modelling and Pricing of Derivative Products, Vol. 3, , Robust Libor Modelling and Pricing of Derivative Products, Vol. 3
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  • Robust Libor Modelling and Pricing of Derivative Products, Vol. 3
  • Written by author John Schoenmakers
  • Published by Taylor & Francis, Inc., March 2005
  • One of Riskbook.com's Best of 2005 - Top Ten Finance BooksThe Libor market model remains one of the most popular and advanced tools for modelling interest rates and interest rate derivatives, but finding a useful procedure for calibrating the model has
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List of Tables
List of Figures
1Arbitrage-Free Modelling of Effective Interest Rates1
1.1Elements of Arbitrage Theory and Derivative Pricing1
1.1.1Arbitrage-free Systems, Self-Financing Trading Strategies, Complete Markets1
1.1.2Derivative Claim Pricing in Different Measures7
1.2Modelling of Effective Forward Rates9
1.2.1Libor Rate Processes and Measures9
1.2.2Swap Rate Processes and Measures15
1.3Pricing of Caps and Swaptions in Libor and Swap Market Models18
1.3.1Libor Caps and Caplets18
1.3.2Swaptions in a Swap Market Model19
1.3.3Approximating Swaptions in a Libor Market Model20
1.3.4Smile/Skew Extensions of the Libor Market Model23
2Parametrisation of the Libor Market Model25
2.1General Volatility Structures25
2.2(Quasi) Time-Shift Homogeneous Models27
2.2.1Correlation Structures from Correlation Functions27
2.2.2Finitely Decomposable Correlation Functions27
2.2.3Ratio Correlation Structures and Functions28
2.2.4LMM with Piece-wise Constant Volatility Structure30
2.2.5Modified Hull-White Volatility Structure32
2.2.6Parametric Scalar Volatility Function34
2.3Parametrisation of Correlation Structures34
2.3.1A Disadvantage of Low Factor Models34
2.3.2Semi-parametric Framework for Libor Correlations36
2.3.3Representation Theorems38
2.3.4Generation of Low Parametric Structures42
2.3.5Parametric Low Rank Structures45
2.4Some Possible Applications of Parametric Structures47
2.4.1Smoothing Historical Libor Correlations (sketch)47
2.4.2Calibration to Caps and Swaptions by Using Historical Correlations (sketch)48
3Implied Calibration of a Libor Market Model to Caps and Swaptions49
3.1Orientation and General Aspects49
3.2Assessment of the Calibration Problem51
3.2.1Straightforward Least Squares, Stability Problems52
3.2.2Stability Problems in the Laboratory53
3.3LSq Calibration and Stability Issues in Practice56
3.3.1Transformation of Market Data and LSq Implementation57
3.3.2LSq Calibration Studies, Stability Problems in Practice59
3.4Regularisation via a Collateral Market Criterion64
3.4.1Market Swaption Formula (MSF)64
3.4.2Incorporation of the MSF in the Objective Function67
3.4.3MSF Calibration Tests, Regularisation of the Volatility Function70
3.4.4Calibration of Low Factor Models74
3.4.5Implied Calibration to Swaptions Only74
3.5Calibration of a Time-Shift Homogeneous LMM76
3.5.1Volatility Structure of Hull-White76
3.5.2Quasi Time-Shift Homogeneous Volatility Structure81
4Pricing of Exotic European Style Products87
4.1Exotic European Style Products87
4.1.1Libor Trigger Swap87
4.1.2Ratchet Cap88
4.1.3Sticky Cap89
4.1.4Auto-flex Cap89
4.1.5Callable Reverse Floater90
4.2Factor Dependence of Exotic Products91
4.3Case Studies94
5Pricing of Bermudan Style Libor Derivatives103
5.1Orientation103
5.2The Bermudan Pricing Problem104
5.3Backward Construction of the Exercise Boundary106
5.4Iterative Construction of the Optimal Stopping Time109
5.4.1A One Step Improvement upon a Given Family of Stopping Times109
5.4.2Iterating to the Optimal Stopping Time and the Snell Envelope112
5.4.3On the Implementation of the Iterative Procedure116
5.5Duality; From Tight Lower Bounds to Tight Upper Bounds118
5.5.1Dual Approach118
5.5.2Converging Upper Bounds from Lower Bounds119
5.6Monte Carlo Simulation of Upper Bounds122
5.7Numerical Evaluation of Bermudan Swaptions by Different Methods124
5.8Efficient Monte Carlo Construction of Upper Bounds126
5.8.1Alternative Estimators for the Target Upper Bound126
5.8.2Two Canonical Approximative Processes130
5.8.3Numerical Upper Bounds for Bermudan Swaptions131
5.9Multiple Callable Structures138
5.9.1The Multiple Stopping Problem138
5.9.2Iterative Algorithm for Multiple Bermudan Products140
6Pricing Long Dated Products via Libor Approximations145
6.1Introduction145
6.2Different Lognormal Approximations146
6.2.1More Lognormal Approximations149
6.2.2Simulation Analysis of Different Libor Approximations152
6.3Direct Simulation of Lognormal Approximations154
6.3.1Random Field Simulation of the (g)-approximation154
6.3.2Simulation of the (g1'), (g1), and (g2)-approximation162
6.3.3Cost Analysis of Euler SDE Simulation and Direct Simulation Methods163
6.4Efficiency Gain with Respect to SDE Simulation; an Optimal Simulation Program168
6.4.1Simulation Alternatives168
6.4.2An Optimal Simulation Program171
6.5Practical Simulation Examples172
6.5.1European Swaption172
6.5.2Trigger Swap173
6.5.3Callable Reverse Floater174
6.6Summarisation and Final Remarks175
AAppendix177
A.1Glossary of Stochastic Calculus177
A.1.1Stochastic Processes in Continuous Time177
A.1.2Martingales and Stopping Times178
A.1.3Quadratic Variation and the Ito Stochastic Integral179
A.1.4Regular Conditional Probability183
A.2Minimum Search Procedures184
A.2.1Halton Quasi-random Numbers184
A.3Additional Proofs187
A.3.1Covariance of Two Black-Scholes Models187
A.3.2Proof of Equality (5.26)188
A.3.3Proof of Proposition 5.2189
A.3.4Proof of Proposition 5.3190
References193
Index199


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