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The Contribution of Structural Break Models to Forecasting Macroeconomic Series

Bauwens, L and Koop, G and Korobilis, D and Rombouts, JVK (2015) 'The Contribution of Structural Break Models to Forecasting Macroeconomic Series.' Journal of Applied Econometrics, 30 (4). 596 - 620. ISSN 0883-7252

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Abstract

© 2014 John Wiley & Sons, Ltd. This paper compares the forecasting performance of models that have been proposed for forecasting in the presence of structural breaks. They differ in their treatment of the break process, the model applied in each regime and the out-of-sample probability of a break. In an extensive empirical evaluation, we demonstrate the presence of breaks and their importance for forecasting. We find no single model that consistently works best in the presence of breaks. In many cases, the formal modeling of the break process is important in achieving a good forecast performance. However, there are also many cases where rolling window forecasts perform well.

Item Type: Article
Subjects: H Social Sciences > HB Economic Theory
Divisions: Faculty of Social Sciences > Essex Business School > Essex Finance Centre
Depositing User: Jim Jamieson
Date Deposited: 23 Nov 2016 11:53
Last Modified: 07 Aug 2019 21:15
URI: http://repository.essex.ac.uk/id/eprint/17947

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