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The Predictability of ASEAN-5 Exchange Rates

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Author Info
Ahmad Zubaidi Baharumshah (Universiti Putra Malaysia)
Liew Khim Sen (Universiti Putra Malaysia)

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Abstract

In an attempt to determine the predictability of ASEAN exchange rates, five currencies including Malaysian ringgit, Thailand baht, Singapore dollar, Indonesian rupiah and the Philippines peso, denominated in US dollar as well as Japanese yen, were modeled using advanced time series analysis. Results suggested that Singapore exchange rate could be better predicted when denominated in US dollar, most probably because the East Asian Financial Crisis did not affect them both. On the other hand, other Asean exchange rates were better predicted when denominated in Japanese yen, as they had closer economic ties with Japan. However, while Japan had undergone serious recession after the crisis, it did not experience dramatic political instability as experienced by Indonesia, hence Indonesian rupiah remained unpredictable by yen. These results show that although advanced time series analysis dealt with economic fundamentals implicitly; it still could be a powerful tool for exchange rates modeling and forecasting, especially in the medium to long term.

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Paper provided by EconWPA in its series International Finance with number 0307004.

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Date of creation: 23 Jul 2003
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Handle: RePEc:wpa:wuwpif:0307004

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Related research
Keywords: Exchange rate; ASEAN-5; predictibility; ARIMA;

Find related papers by JEL classification:
F31 - International Economics - - International Finance - - - Foreign Exchange

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Robert B. Litterman, 1985. "Forecasting with Bayesian vector autoregressions five years of experience," Working Papers 274, Federal Reserve Bank of Minneapolis. [Downloadable!]
    Other versions:
  2. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February. [Downloadable!] (restricted)
  3. Su Zhou, 1998. "Exchange rate systems and linkages in the pacific basin," Atlantic Economic Journal, International Atlantic Economic Society, vol. 26(1), pages 66-84, March. [Downloadable!] (restricted)
  4. Jeremy Berkowitz & Lorenzo Giorgianni, 1996. "Long-horizon exchange rate predictability?," Finance and Economics Discussion Series 96-39, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
    Other versions:
  5. Lorenzo Giorgiani & Jeremy Berkowitz, 1997. "Long - Horizon Exchange Rate Predictability?," IMF Working Papers 97/6, International Monetary Fund.
  6. Cheung, Yin-Wong, 1993. "Long Memory in Foreign-Exchange Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 93-101, January.
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Ahmad Zubaidi Baharumshah & Liew Khim Sen & Lim Kian Ping, 2003. "Exchange Rates Forecasting Model: An Alternative Estimation Procedure," International Finance 0307005, EconWPA. [Downloadable!]
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