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DIFFUSION MODELS FOR EXCHANGE RATES IN A TARGET ZONE
Authors:Kristian Stegenborg  Larsen Michael  Sørensen
Institution:Nykredit, Copenhagen; Department of Applied Mathematics and Statistics, University of Copenhagen
Abstract:We present two analytically tractable diffusion models for an exchange rate in a target zone. One model generalizes a model proposed by De Jong, Drost, and Werker (2001) to allow asymmetry between the currencies which is often an important feature of data. Estimation of the model parameters by the method of Kessler and Sørensen (1999) using eigenfunctions of the generator is investigated and shown to give well-behaved estimators that are easy to calculate. The method is well suited to the models because the eigenfunctions are known so that explicit estimating functions are obtained, and because the state space is a finite interval, for which it is known that the method can be made arbitrarily efficient by including sufficiently many eigenfunctions. The model fits data on exchange rates in the European Monetary System well. In particular, the asymmetry parameter is significantly different from zero for three out of four currencies. An alternative diffusion model is presented with similarly nice properties, but with different dynamics that allow constant volatility near the boundaries of the target zone. No-arbitrage pricing of derivative assets is considered, and the effect of realignments is briefly discussed.
Keywords:currency options  eigenfunctions  estimating functions  exchange rate  Jacobi diffusion  optimal estimation
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