Forecasting industrial production in Poland – a comparison of different methods
Forecasting industrial production in Poland – a comparison of different methods
Author(s): Jan AcedańskiSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: forecasting; industrial production; leading indicators; factor models
Summary/Abstract: In this paper we compared the accuracy of a few forecasting methods of the industrial production index in Poland. Naïve forecasts, simple autoregressive models, leading indicator models, factor models as well as joint models were included in the considerations. We used the out-of-sample RMSE and CPA tests as the main measures of the predictions accuracy. We found that three models provided the best predictions in most cases – the models with the PMI index and with the PMI and German IFO indexes as leading indicators as well as joint forecasts.
Journal: Ekonometria
- Issue Year: 2013
- Issue No: 39
- Page Range: 40-51
- Page Count: 12
- Language: English