We compare sparse and dense representations of predictive models in macroeconomics, microeconomics, and finance. To deal with a large number of possible predictors, we specify a prior that allows for both variable selection and shrinkage. The posterior distribution does not typically concentrate...

In this paper we assess the information content of seven widely cited early indicators for the euro area with respect to forecasting area-wide industrial production. To this end, we use various tests that are designed to compare competing forecast models. In addition to the standard...

Lax monetary policy in the United States has been pointed out as one of the responsible factors behind the recent global crisis. Similar loose monetary conditions also prevailed in many European countries before the crisis and were argued to be among the accommodating factors behind the run-up...