Exchange Rate Predictability in a Changing World


Autoria(s): Byrne, Joseph P.; Korobilis, Dimitris; Ribeiro, Pinho J.
Data(s)

09/06/2014

09/06/2014

14/02/2014

Resumo

An expanding literature articulates the view that Taylor rules are helpful in predicting exchange rates. In a changing world however, Taylor rule parameters may be subject to structural instabilities, for example during the Global Financial Crisis. This paper forecasts exchange rates using such Taylor rules with Time Varying Parameters (TVP) estimated by Bayesian methods. In core out-of-sample results, we improve upon a random walk benchmark for at least half, and for as many as eight out of ten, of the currencies considered. This contrasts with a constant parameter Taylor rule model that yields a more limited improvement upon the benchmark. In further results, Purchasing Power Parity and Uncovered Interest Rate Parity TVP models beat a random walk benchmark, implying our methods have some generality in exchange rate prediction.

Identificador

http://hdl.handle.net/10943/566

Publicador

University of Glasgow

Relação

SIRE DISCUSSION PAPER;SIRE-DP-2014-021

Palavras-Chave #Exchange Rate Forecasting #Taylor Rules #Time-Varying Parameters #Bayesian Methods
Tipo

Working Paper