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Extreme risk spillovers between China and major international stock markets

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  • Lingling Qian
  • Yuexiang Jiang
  • Huaigang Long

Abstract

We examine the complex dependence structure and risk spillovers between the Chinese stock market and twelve major international markets. To this end, we employ three types of vine copulas and tests for the Granger causality in risk of Hong et al. (2009). The results indicate that the R-vine copula is the optimal model to characterize the high-dimensional dependence structure of the markets after China joined the WTO, which suggests obvious structural differences with varying degrees of mainly positive dependences. Moreover, we identify unilateral extreme risk spillovers from China to the United States, France, and Germany, and either from Japan to China. We also detect bilateral spillovers between China and the United States, Japan, as well as Australia.

Suggested Citation

  • Lingling Qian & Yuexiang Jiang & Huaigang Long, 2023. "Extreme risk spillovers between China and major international stock markets," Modern Finance, Modern Finance Institute, vol. 1(1), pages 30-34.
    • Handle: RePEc:bdy:modfin:v:1:y:2023:i:1:p:30-34:id:6
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    References listed on IDEAS

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    1. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    2. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    3. Pretorius, Elna, 2002. "Economic determinants of emerging stock market interdependence," Emerging Markets Review, Elsevier, vol. 3(1), pages 84-105, March.
    4. Jon Wongswan, 2006. "Transmission of Information across International Equity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1157-1189.
    5. Tavares, José, 2009. "Economic integration and the comovement of stock returns," Economics Letters, Elsevier, vol. 103(2), pages 65-67, May.
    6. Robert Johnson & Luc Soenen, 2002. "Asian Economic Integration and Stock Market Comovement," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(1), pages 141-157, March.
    7. Andrew J. Patton, 2006. "Estimation of multivariate models for time series of possibly different lengths," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(2), pages 147-173, March.
    8. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    9. Vithessonthi, Chaiporn & Kumarasinghe, Sriyalatha, 2016. "Financial development, international trade integration, and stock market integration: Evidence from Asia," Journal of Multinational Financial Management, Elsevier, vol. 35(C), pages 79-92.
    10. Sudharshan Reddy Paramati & Eduardo Roca & Rakesh Gupta, 2016. "Economic integration and stock market dynamic linkages: evidence in the context of Australia and Asia," Applied Economics, Taylor & Francis Journals, vol. 48(44), pages 4210-4226, September.
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