Gm. Caporale et N. Pittis, MODELING THE STERLING-DEUTSCHMARK EXCHANGE-RATE - NONLINEAR DEPENDENCE AND THICK TAILS, Economic modelling, 13(1), 1996, pp. 1-14
This paper presents an analysis of the sterling-deutschmark exchange r
ate prior to, during and following sterling's ERM membership. Unlike m
ost of the empirical literature on exchange rates we take a parametric
approach to modelling exchange rate dynamics based on the student's t
autoregressive model with dynamic heteroscedasticity (STAR). This mod
el, which is more general than standard ARCH-type formulations, is fir
st postulated on the basis of the probabilistic features of the data,
and then shown to provide a parsimonious and statistically adequate re
presentation. The estimation results indicate that the statistical dis
tribution of the sterling-deutschmark exchange rate is leptokurtic in
all periods, and that there was a monotonic, sharp decrease in its con
ditional volatility during ERM membership.