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Modelli non lineari per i tassi di cambio: un confronto previsivo con dati a diversa frequenza

Gianna Boero () and Emanuela Marrocu ()

Moneta e Credito, 2000, vol. 53, issue 212, 385-415

Abstract: In recent years there has been a considerable development in modelling non-linearities and asymmetries in economic and financial variables. The aim of this work is to compare the forecasting performance of different models for the returns of some of the most traded exchange rates in terms of the US dollar, namely the French franc (FF/$), the German mark (DM/$) and the Japanese yen (Y/$. We compare the relative performance of some nonlinear models and contrast them with their linear counterparts. Although we find evidence of some forecasting gains from nonlinear models, the results are sensitive to the forecast horizon and to the metric adopted to measure the forecasting accuracy. The use of data at different frequencies allows us to evaluate the possible effects of temporal aggregation.

Keywords: Exchange Rates; Forecasting; Modeling (search for similar items in EconPapers)
JEL-codes: F31 F37 C53 (search for similar items in EconPapers)
Date: 2000
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