The forecast performance of the empirical ESTAR model of Taylor, Peel and Sarno (2001) is examined for 4 bilateral real … and their forecasts. It is shown graphically that the nonlinearity in the point forecasts of the ESTAR model decreases as … ESTAR specification over a simple AR(1) model. …