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The time-frequency co-movement of Asian effective exchange rates: A wavelet approach with daily data

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  • Meng, Xiangcai
  • Huang, Chia-Hsing

Abstract

To examine the co-movement characteristics of effective exchange rates across frequencies and over time, we employ the wavelet approach to analyze the daily data from four Asian economies. The empirical results indicate that: First, the foreign exchange markets of Japan and Korea are highly integrated at the scales of less than one year before 1995 and more than one year after 2005. Second, the degree of integration between Korea and Hong Kong is higher than that between Korea and Taiwan. Third, the exchange rate of Japan leads that of the others. Furthermore, to investigate the implications on portfolio diversification, we calculate the ratio of restricted to unrestricted value at risks (VaRs) and find that co-movement amplifies portfolio risks and this amplification increases with scale. In addition, to assess the stress performance of Asian foreign exchange markets conditional on a particular economy’s state, we estimate the wavelet based conditional VaR (WCoVaR) and observe that the systematic risk is larger at the scale of 2–32 days than at other scales. Investors should consider these co-movement features and systematic risk distributions when diversifying in Asian foreign exchange markets.

Suggested Citation

  • Meng, Xiangcai & Huang, Chia-Hsing, 2019. "The time-frequency co-movement of Asian effective exchange rates: A wavelet approach with daily data," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 131-148.
  • Handle: RePEc:eee:ecofin:v:48:y:2019:i:c:p:131-148
    DOI: 10.1016/j.najef.2019.01.009
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    More about this item

    Keywords

    Effective exchange rates; Continuous wavelet analysis; Maximum overlap discrete wavelet analysis; Multiresolution analysis; Ratio of VaRs; WCoVaR;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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