Hours per capita measures based on the private sector as usually included in the set of observables for estimating macroeconomic models are affected by low-frequent demographic trends and sectoral shifts that cannot be explained by standard models. Further, model-based output gap estimates are...

After a turbulent summer, marked by a weak second and a likely stronger third quarter, the German economy should return to an average pace of growth and end up with a growth rate of 0.9 percent in 2019. Despite the more subdued pace, capacity utilization remains high; employment growth is...

We estimate a Markow-switching dynamic factor model with three states based on six leading business cycle indicators for Germany preselected from a broader set using the Elastic Net soft-thresholding rule. The three states represent expansions, normal recessions and severe recessions. We show...

We estimate a Markow-switching dynamic factor model with three states based on six leading business cycle indicators for Germany preselected from a broader set using the Elastic Net soft-thresholding rule. The three states represent expansions, normal recessions and severe recessions. We show...

The slowdown in the global economy and the uncertainties caused by Brexit have affected the export-oriented German economy, which is expected to grow by only 0.5 percent this year. However, the German economy has not slid into a crisis due to marked fiscal policy stimuli and favorable...

The spread of the coronavirus worldwide is exerting considerable pressure on the economy. Compounded by the lack of quality data, model uncertainty, and uncertainty over government responses, economic forecasts are subject to even greater uncertainty than usual. It is difficult to predict how...

We propose a simple modification of Hamilton’s (2018) time series filter that yields reliable and economically meaningful real-time output gap estimates. The original filter relies on 8 quarter ahead forecast errors of a simple autoregression of real GDP. While this approach yields a cyclical...

This paper illustrates the importance of consistency between the empirical measurement and the concept of variables in macroeconomic models. Since standard New Keynesian models do not account for demographic trends and sectoral shifts, I propose adjusting hours per capita used to estimate such...

The paper illustrates based on an example the importance of consistency between the empirical measurement and the concept of variables in estimated macroeconomic models. Since standard New Keynesian models do not account for demographic trends and sectoral shifts, the authors proposes adjusting...