The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...

We study the loss function of 15 European governments as implied by their budget balance forecasts. Results suggest that the shape of the loss function varies across countries. The loss function becomes more asymmetric as the forecast horizon increases and in advance of parliamentary election....

The recovery in Euroland has started at the beginning of this year but it has remained rather moderate. Real GDP increased at an annual rate of less than 1½ percent during the first half of 2002. Capacity utilization has declined further and unemployment continued to go up. While exports have...