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Research output: Working paper
Research output: Working paper
}
TY - UNPB
T1 - Forecasting the nominal exchange rate movements in a changing world. The case of the U.S. and the U.K.
AU - Peel, David Alan
AU - Promponas, Pantelis
PY - 2016/12
Y1 - 2016/12
N2 - Exchange rate forecasting has become an arena for many researchers the last decades while predictability depends heavily on several factors such as the choice of the fundamentals, the econometric model and the data form. The aim of this paper is to assess whether modelling time-variation and other forms of instabilities may improve the forecasting performance of the models. Paper begins with a brief critical review of the recently developed exchange rate forecasting models and continues with a real-time forecasting race between our fundamentals-based models, a DSGE model, estimated with Bayesian techniques and the benchmark random walk model without drift. Results suggest that models accounting for non-linearities may generate poor forecasts relative to more parsimonious and linear models.
AB - Exchange rate forecasting has become an arena for many researchers the last decades while predictability depends heavily on several factors such as the choice of the fundamentals, the econometric model and the data form. The aim of this paper is to assess whether modelling time-variation and other forms of instabilities may improve the forecasting performance of the models. Paper begins with a brief critical review of the recently developed exchange rate forecasting models and continues with a real-time forecasting race between our fundamentals-based models, a DSGE model, estimated with Bayesian techniques and the benchmark random walk model without drift. Results suggest that models accounting for non-linearities may generate poor forecasts relative to more parsimonious and linear models.
KW - Forecasting exchange rate
KW - Exchange rate literature
KW - Instability
KW - Taylor rule
KW - PPP
KW - UIP
KW - Money supply
KW - Real-time estimation
KW - Time-Varying models
KW - DSGE model
KW - Bayesian methods
M3 - Working paper
T3 - Economics Working Paper Series
BT - Forecasting the nominal exchange rate movements in a changing world. The case of the U.S. and the U.K.
PB - Lancaster University, Department of Economics
CY - Lancaster
ER -