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 effect of monetary surprise shocks on real output and the price level, conditioned on different fiscal sustainability regimes in the period 2001Q4-2021Q4. First, we estimate time-varying fiscal sustainability coefficients based on Bohn's (1998) approach through Schlicht's (2003)...