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Potential Dependence of Financial Cycles between Emerging and Developed Countries: Based on ARIMA-GARCH Copula Model

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  • Tinghui Li
  • Junhao Zhong
  • Zimei Huang

Abstract

The characteristics and dependence structures of financial cycles have become a central issue in macroeconomic policy. Our study quantifies the dependence of financial cycles in emerging and developed countries in January 1993–December 2017. We fit the marginal distributions of the financial cycles by applying an ARIMA-GARCH model and capture the dependence structures by selecting the optimal copula model. Our main findings indicate that the financial cycle has obvious characteristics that can be roughly divided into three stages. ARIMA (2,1,2) and GARCH (1,1) are fit the marginal distribution of the financial cycle. Emerging countries show more interdependence and a higher degree of dependence than developed countries. Several important policy and economic implications can be drawn from the empirical results of this study.

Suggested Citation

  • Tinghui Li & Junhao Zhong & Zimei Huang, 2020. "Potential Dependence of Financial Cycles between Emerging and Developed Countries: Based on ARIMA-GARCH Copula Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(6), pages 1237-1250, May.
    • Handle: RePEc:mes:emfitr:v:56:y:2020:i:6:p:1237-1250
    DOI: 10.1080/1540496X.2019.1611559
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    Cited by:

    1. Julia Kielmann & Hans Manner & Aleksey Min, 2022. "Stock market returns and oil price shocks: A CoVaR analysis based on dynamic vine copula models," Empirical Economics, Springer, vol. 62(4), pages 1543-1574, April.
    2. Qingqing Hu & Tinghui Li & Xue Li & Hao Dong, 2021. "Dynamic Characteristics of Oil Attributes and Their Market Effects," Energies, MDPI, vol. 14(13), pages 1-22, June.
    3. Fen Li & Cunyi Yang & Zhenghui Li & Pierre Failler, 2021. "Does Geopolitics Have an Impact on Energy Trade? Empirical Research on Emerging Countries," Sustainability, MDPI, vol. 13(9), pages 1-24, May.
    4. Juhro, Solikin M. & Iyke, Bernard Njindan & Narayan, Paresh Kumar, 2024. "Capital flow dynamics and the synchronization of financial cycles and business cycles in emerging market economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    5. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
    6. Yanqiong Liu & Zhenghui Li & Yanyan Yao & Hao Dong, 2021. "Asymmetry of Risk Evolution in Crude Oil Market: From the Perspective of Dual Attributes of Oil," Energies, MDPI, vol. 14(13), pages 1-22, July.
    7. Adarov, Amat, 2021. "Dynamic interactions between financial cycles, business cycles and macroeconomic imbalances: A panel VAR analysis," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 434-451.
    8. Julia Kielmann & Hans Manner & Aleksey Min, 2021. "Stock Market Returns and Oil Price Shocks: A CoVaR Analysis based on Dynamic Vine Copula Models," Graz Economics Papers 2021-01, University of Graz, Department of Economics.

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