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Exchange Rates Forecasting Model: An Alternative Estimation Procedure

Baharumshah, Ahmad Zubaidi and Sen, Liew Khim and Ping, Lim Kian (2004) Exchange Rates Forecasting Model: An Alternative Estimation Procedure. Pertanika Journal of Science & Technology, 12 (1). pp. 149-172. ISSN 0128-7680

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Abstract

This study proposes an alternative procedure for modelling exchange rates behaviour, which is a linear combination ofa long-run function and a short-run function. Our procedure involves modelling of the long-run relationship and this is followed by the short-run function. Among all the possible combinations of modelling techniques, we proposed the simplest form, namely modelling the long-run function by the well established purchasing power parity (PPP) based model and setting up the short-run function based on its time series properties. Results of this study suggest that our procedure yields powerful forecasting models as they easily outperform the simple random walk model-which is rarely defeated in the literature of exchange rate forecasting-in terms of out-of-sample forecasting, for all the forecast horizons ranging from one to fourteen quarters. This study provides us with some hope of achieving a reasonable forecast for the ASEAN currencies using the fundamental monetary model just by a simple adaptation.

Item Type:Article
Keyword:Forecasting, exchange rate, purchasing power parity, interest rate differential, mean deviation, mean percentage error, Fisher's sign test
Faculty or Institute:Faculty of Economics and Management
Publisher:Universiti Putra Malaysia Press
ID Code:3663
Deposited By: Nur Izyan Mohd Zaki
Deposited On:01 Dec 2009 08:47
Last Modified:27 May 2013 15:10

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