We use high frequency (intraday) data of the USD-JPY, USD-DEM and JPY-DEM exchange rates. Out-of-sample forecasts can be improved over the naive martingale if the seasonality introduced by market activities and the cointegration relationship between the triangle of exchange rates is taken into account. Cointegration analysis