This paper looks into the 'fine print' of boosting for economic forecasting. By using German industrial production for the period from 1996 to 2014 and a data set consisting of 175 monthly indicators, we evaluate which indicators get selected by the boosting algorithm over time and four...

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...

This study uses scenario calculations to estimate the economic costs of the partial closure of the economy due to the coronavirus epidemic. With a shutdown duration of two months, the costs reach between EUR 255 billion and EUR 495 billion, depending on the scenario, and reduce the annual growth...

This paper presents scenarios of the shutdown costs in terms of lost value added for Austria, France, Italy, Germany, Spain, Switzerland and UK. The shutdown phase will lead to considerable production losses and large declines in GDP this year. Lasting longer than a month, the losses within the...

This note presents the results of two ad-hoc questions on the impact of the corona-crisis, which were included in the April-wave of the European Commission’s Joint Harmonised EU Programme of Business Surveys. The questions were asked to German, Spanish and Austrian firms in the industry,...

In this paper, we assess the accuracy of macroeconomic forecasts at the regional level using a unique data set at quarterly frequency. We forecast gross domestic product (GDP) for two German states (Free State of Saxony and Baden-Württemberg) and Eastern Germany. We overcome the problem of a...

An ongoing debate in the literature on efficiency of higher education institutions concerns the indicator for research output in the empirical analysis. While several studies chose to use the number of publications, others rely on the overall amount of research grants. The present study...

Der Bereich Dienstleistungen macht mehr als 70% der deutschen Bruttowertschöpfung aus, jedoch ist die Konjunkturanalyse und -prognose in diesem Wirtschaftsbereich noch sehr unterentwickelt. Ein Blick in die Literatur zeigt, dass die Forschung hier noch am Anfang steht und sich bisher diesem...