Interest Rate Models
Learn how to develop, calibrate and validate models in order to eliminate model risk and guarantee robustness. More importantly, learn the practicalities of pricing, hedging and position taking, using interest rate models, as well as how to avoid potential problems
Course Highlights
“The course introduces you to most advanced tools and at the same time gives you an overall view of standard techniques for modelling interest rates”
R.Z., Banca di Roma
This training course covers the mathematical concepts underlying a broad spectrum of interest rate models, including:
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Modelling in the bond markets and the money markets
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Hull and White, BDT and many other models
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Market models: Choosing volatilities and correlations
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Implementation using Monte Carlo and Lattice
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Modelling credit risk
For details of the course trainer, please download the course brochure
Booking Information
| Dates | Prices | Book This Course | Discount |
|---|---|---|---|
| 01 - 03 Dec 2010 |
£ 2199 |
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| 06 - 08 Jun 2011 |
£ 2199 |
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Course Programme
“The course introduces you to most advanced tools and at the same time gives you an overall view of standard techniques for modelling interest rates”
R.Z., Banca di Roma
Top notch instructor, deep knowledge of subject, up-to-date with research
A.E., Senior Economist, National Bank of Greece
“The speaker introduced a broad range of models and techniques. Improved my knowledge a lot”
K.B., Heleba
Introducing the mathematical concepts and preliminaries underlying interest rate models
- The jargon of valuation: describing interest rate processes
- Numeraires, equivalent Martingale measures and risk-neutral valuation
- Feynman-Kac, Girsanov, Kolmogorov
- The forward measure
Fitting the yield curve
- The choice of parametric or non-parametric curve fitting
- Spline methods; B-spline, smoothing splines
- Kernel methods
- Nelson and Siegel curves
Workshop: Fitting the yield curve
Evaluating the success in practice of curve fitting techniques on yield curve data
Describing the basic models
- Affine term structure models:
- Vasicek; Cox, Ingersoll and Ross; Longstaff and Schwartz; etc.
- The Heath, Jarrow and Morton framework:
- The no-arbitrage conditions
- Pricing in the HJM framework
Workshop: Pitfalls with basic models
In this workshop the use and limitations of the basic models are explored, leading on to the more advanced models considered later in the course
Calibrating models to fit the interest rate curve
- Calibration using historical or cross-sectional data
- Problems with naive methods
- Obtaining model parameters
- The general method of moments, maximum likelihood methods
- Non-parametric methods: using kernel functions to estimate probabilities and moments
Valuing and hedging interest rate products: Monte Carlo methods
- The basic method
- Basic speed-up methods: antithetic variates, control variates
- Stratified sampling and the Brownian bridge
- Quasi-random numbers
- Spectral Decomposition and Moment matching methods
- Valuing American and Bermudan style interest rate derivative
Workshop: Monte Carlo methods
Using Monte Carlo methods to value interest rate instruments. Comparison of various speed-up methods implemented in Visual Basic
Valuing and hedging interest rate products: Finite different methods
- Explicit, implicit and Crank-Nicolson schemes
- Specifying boundary conditions
Valuing and hedging interest rate products: Lattice methods
- Lattice methods: binomial or trinomial methods?
- Exploration of lattice methods: Hull and White; Black, Derman and Toy; Schmidt
- Pricing on a lattice: Ritchken and Sankarasubramanian
- Obtaining hedge ratios
- Fitting to the initial yield curve
- Fitting to initial volatilities
Workshop: Lattice methods
You will participate in hands-on exercises in order to grasp the practicalities of using alternative lattice methods for valuing and hedging interest rate products
Market models
- Market models: calibrating to market prices
- Recovering Blacks' formulae
- General market models
- Implementing market models: overview and examples
- The BGM model: relationship of market models to the HJM framework
Workshop: Market models
Delegates are given hands-on experience with market models, using them to calibrate to prices of caps and swaptions and fitting to a volatility smile
Understanding volatility structures
- Calibrating HJM and market models
- Obtaining volatility curves: fitting theoretical curves
- Extracting volatility curves from the data
- Principal components analysis and historical data
- Implied covariance matrices: calibrating to market prices
- Kennedy's Random field approach: better calibration of HJM models
Credit risk
- The issue of default risk and default correlation
- Structural and reduced form models
- Copula methods for modelling default risk
- A credit rating model of credit risk
- Pricing credit derivatives
Workshop: Credit risk
Using Visual Basic implementations, delegates assess the credit risk of simple portfolios and see how the models can be applied to value credit derivatives
