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Identifying Higher-Order Moment Risk Contagion Between the US Dollar Exchange Rate and China’s Major Asset Classes

Author

Listed:
  • Zongfeng Zou

    (School of Management, Shanghai University, Shanghai 200444, China)

  • Chao Zhang

    (School of Management, Shanghai University, Shanghai 200444, China)

  • Judong Li

    (Criminal Law School, East China University of Political Science and Law, Shanghai 201620, China)

Abstract

This study explores the risk nexus between the US dollar (USD) market and China’s major financial assets through a co-higher-order testing framework with market regime switching. Specifically, we utilize robust statistical measures such as co-skewness, co-kurtosis, and co-volatility to investigate the connectedness between the US dollar index and a variety of representative financial products in China, including A-shares, the RMB (Chinese Yuan) exchange rate, government bonds with various maturities, and money markets, during the period from 1 January 2010 to 30 June 2023. The empirical results provide evidence of the existence of financial contagion during market regime shifts and also reveal various patterns of cross-market interconnection paths, particularly concerning the third and fourth moment channels. This suggests that the transmission of asymmetric risk and extreme risk, as described in our model, is indeed in place. Furthermore, we discuss practical implications for investors and market regulators in terms of investment decisions and policy coordination.

Suggested Citation

  • Zongfeng Zou & Chao Zhang & Judong Li, 2025. "Identifying Higher-Order Moment Risk Contagion Between the US Dollar Exchange Rate and China’s Major Asset Classes," Mathematics, MDPI, vol. 13(5), pages 1-16, February.
    • Handle: RePEc:gam:jmathe:v:13:y:2025:i:5:p:707-:d:1597031
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    References listed on IDEAS

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    1. Kilic, Erdem, 2017. "Contagion effects of U.S. Dollar and Chinese Yuan in forward and spot foreign exchange markets," Economic Modelling, Elsevier, vol. 62(C), pages 51-67.
    2. Abduraimova, Kumushoy, 2022. "Contagion and tail risk in complex financial networks," Journal of Banking & Finance, Elsevier, vol. 143(C).
    3. Wang, Yifan & You, Xiqi & Zhang, Yanhang & Yang, Hanfang, 2024. "Does the risk spillover in global financial markets intensify during major public health emergencies? Evidence from the COVID-19 crisis," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    4. Wen, Xiaoqian & Cheng, Hua, 2018. "Which is the safe haven for emerging stock markets, gold or the US dollar?," Emerging Markets Review, Elsevier, vol. 35(C), pages 69-90.
    5. Sofiane Aboura & Julien Chevallier, 2018. "Tail risk and the return-volatility relation," Post-Print halshs-04250188, HAL.
    6. Fry-McKibbin, Renée & Martin, Vance L. & Tang, Chrismin, 2014. "Financial contagion and asset pricing," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 296-308.
    7. Lionel Martellini & Volker Ziemann, 2010. "Improved Estimates of Higher-Order Comoments and Implications for Portfolio Selection," The Review of Financial Studies, Society for Financial Studies, vol. 23(4), pages 1467-1502, April.
    8. Aboura, Sofiane & Chevallier, Julien, 2018. "Tail risk and the return-volatility relation," Research in International Business and Finance, Elsevier, vol. 46(C), pages 16-29.
    9. Ahmad, Wasim & Sehgal, Sanjay & Bhanumurthy, N.R., 2013. "Eurozone crisis and BRIICKS stock markets: Contagion or market interdependence?," Economic Modelling, Elsevier, vol. 33(C), pages 209-225.
    10. Fry, Renée & Martin, Vance L. & Tang, Chrismin, 2010. "A New Class of Tests of Contagion With Applications," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(3), pages 423-437.
    11. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    12. Yarovaya, Larisa & Brzeszczyński, Janusz & Lau, Chi Keung Marco, 2016. "Intra- and inter-regional return and volatility spillovers across emerging and developed markets: Evidence from stock indices and stock index futures," International Review of Financial Analysis, Elsevier, vol. 43(C), pages 96-114.
    13. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    14. Druck, Pablo & Magud, Nicolas E. & Mariscal, Rodrigo, 2018. "Collateral damage: Dollar strength and emerging markets’ growth," The North American Journal of Economics and Finance, Elsevier, vol. 43(C), pages 97-117.
    15. You, Kefei & Sarantis, Nicholas, 2012. "A twelve-area model for the equilibrium Chinese Yuan/US dollar nominal exchange rate," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(1), pages 151-170.
    16. Chancharat, Surachai & Sinlapates, Parichat, 2023. "Dependences and dynamic spillovers across the crude oil and stock markets throughout the COVID-19 pandemic and Russia-Ukraine conflict: Evidence from the ASEAN+6," Finance Research Letters, Elsevier, vol. 57(C).
    17. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
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