Ruhr Economic Papers
Ruhr Economic Papers #558
With or Without You - Do Financial Data Help to Forecast Industrial Production?
by Tobias Kitlinski
RWI, 05/2015, 36 S./p., 10 Euro, ISBN 978-3-86788-639-0 DOI: 10.4419/86788639download
This paper analyzes the forecasting performance of financial market data in comparison to other indicator groups to forecast industrial production for Germany and the US. We focus on single-indicator models and various weighting schemes and evaluate the forecasting performance using a significance test. In addition, we investigate the stability of forecasting models before and during the recent financial crisis. This paper shows that financial market indicators are useful for short-term forecasting, especially for the US and longer forecast horizons. Nevertheless, the results indicate that the Great Recession was not foreseeable even if financial market indicators were taking into account. Furthermore, the reliability of pooled forecasts is higher than most of the forecasts obtained from single-indicator models.
JEL-Classification: C53, E37
Keywords: Forecasting; fi nancial market data; single-indicator model; pooling of forecasts