Consider forecasting the economic variable Y_{t h} with predictors X_{t}, where h is the forecast horizon. This paper … forecasting: one that requires the point forecast model to be correctly specified, and one that is based on fully nonparametric … CDF estimate of Y_{t h}|X_{t}. An application to exchange rate forecasting is presented. Copyright copy; 2010 John Wiley …