The forecast performance of the empirical ESTAR model of Taylor, Peel and Sarno (2001) is examined for 4 bilateral real … constructed, considering forecast horizons of 1 to 22 steps head. The study finds that no forecast gains over a simple AR(1 …) specification exist at any of the forecast horizons that are considered, regardless of whether point or density forecasts are …