IDEAS home Printed from https://ideas.repec.org/a/wsi/rpbfmp/v22y2019i01ns021909151950005x.html
   My bibliography  Save this article

Impact of Chinese Yuan Devaluation on the Dependence Structure: The Archimedean Copula Approach

Author

Listed:
  • Wing-Choong Lai

    (Faculty of Economics & Administration, University of Malaya, Malaysia)

  • Kim-Leng Goh

    (Faculty of Economics & Administration, University of Malaya, Malaysia)

Abstract

This paper investigates the linkages of Chinese yuan to other currencies before and after the yuan devaluation on 11 August 2015. Linear regression analysis shows that only a few of the 14 currencies considered are significantly affected by the devaluation. However, the devaluation of Chinese yuan has been associated with larger fluctuations in these currencies and the occurrence of extreme positive and negative returns. The regression method may under estimate the tail dependence between currencies, as financial data are usually non-normally distributed, especially when extreme event occurs. We apply the Archimedean copulas to capture the presence of lower and upper tail dependence between the exchange rate returns of Chinese yuan and the selected currencies, and found dependencies not revealed by the linear regression analysis. The extreme returns after the Chinese yuan devaluation have resulted in higher dependence with the selected currencies. While the dependence structure was dominated by risks due to unusual currency gains before the devaluation, the market responses to large losses and gains have become more symmetric after the devaluation.

Suggested Citation

  • Wing-Choong Lai & Kim-Leng Goh, 2019. "Impact of Chinese Yuan Devaluation on the Dependence Structure: The Archimedean Copula Approach," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-27, March.
  • Handle: RePEc:wsi:rpbfmp:v:22:y:2019:i:01:n:s021909151950005x
    DOI: 10.1142/S021909151950005X
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S021909151950005X
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S021909151950005X?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Min, Aleksey & Czado, Claudia, 2014. "SCOMDY models based on pair-copula constructions with application to exchange rates," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 523-535.
    2. Michael Funke & Jörg Rahn, 2005. "Just How Undervalued is the Chinese Renminbi?," The World Economy, Wiley Blackwell, vol. 28(4), pages 465-489, April.
    3. Patro, Dilip K. & Wald, John K. & Wu, Yangru, 2002. "Explaining exchange rate risk in world stock markets: A panel approach," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 1951-1972, October.
    4. Shu, Chang & He, Dong & Cheng, Xiaoqiang, 2015. "One currency, two markets: the renminbi's growing influence in Asia-Pacific," China Economic Review, Elsevier, vol. 33(C), pages 163-178.
    5. Ulrich Volz, 2014. "RMB Internationalisation and Currency Cooperation in East Asia," Financial and Monetary Policy Studies, in: Frank Rövekamp & Hanns Günther Hilpert (ed.), Currency Cooperation in East Asia, edition 127, pages 57-81, Springer.
    6. Glick, Reuven & Hutchison, Michael, 2013. "China's financial linkages with Asia and the global financial crisis," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 186-206.
    7. Masahiro Kawai & Victor Pontines, 2014. "The Renminbi and Exchange Rate Regimes in East Asia," Macroeconomics Working Papers 24218, East Asian Bureau of Economic Research.
    8. Yu, Miaojie, 2009. "Revaluation of the Chinese Yuan and triad trade: A gravity assessment," Journal of Asian Economics, Elsevier, vol. 20(6), pages 655-668, November.
    9. Aloui, Riadh & Ben Aïssa, Mohamed Safouane, 2016. "Relationship between oil, stock prices and exchange rates: A vine copula based GARCH method," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 458-471.
    10. Ma, Guonan & McCauley, Robert N., 2011. "The evolving renminbi regime and implications for Asian currency stability," Journal of the Japanese and International Economies, Elsevier, vol. 25(1), pages 23-38, March.
    11. Ames, Matthew & Bagnarosa, Guillaume & Peters, Gareth W., 2017. "Violations of uncovered interest rate parity and international exchange rate dependences," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 162-187.
    12. Ziran Li & Qin Bao & Shouyang Wang & Siwei Cheng, 2013. "An Empirical Analysis of the Relationship between Chinese RMB Fluctuation and Overall Unemployment Rates in US," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 16(01), pages 1-18.
    13. Andrew J. Patton, 2006. "Modelling Asymmetric Exchange Rate Dependence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(2), pages 527-556, May.
    14. Tachibana, Minoru, 2018. "Safe-haven and hedge currencies for the US, UK, and Euro area stock markets: A copula-based approach," Global Finance Journal, Elsevier, vol. 35(C), pages 82-96.
    15. Jeffrey Frankel, 2006. "On the Yuan: The Choice between Adjustment under a Fixed Exchange Rate and Adjustment under a Flexible Rate," CESifo Economic Studies, CESifo, vol. 52(2), pages 246-275, June.
    16. Subramanian Arvind & Kessler Martin, 2013. "The Renminbi Bloc is Here: Asia Down, Rest of the World to Go?," Journal of Globalization and Development, De Gruyter, vol. 4(1), pages 49-94, August.
    17. Patton, Andrew J., 2012. "A review of copula models for economic time series," Journal of Multivariate Analysis, Elsevier, vol. 110(C), pages 4-18.
    18. Kawai, Masahiro & Pontines, Victor, 2014. "Is There Really a Renminbi Bloc in Asia?," ADBI Working Papers 467, Asian Development Bank Institute.
    19. Keddad, Benjamin, 2019. "How do the Renminbi and other East Asian currencies co-move?," Journal of International Money and Finance, Elsevier, vol. 91(C), pages 49-70.
    20. Kwack, Sung Yeung & Ahn, Choong Y. & Lee, Young S. & Yang, Doo Y., 2007. "Consistent estimates of world trade elasticities and an application to the effects of Chinese Yuan (RMB) appreciation," Journal of Asian Economics, Elsevier, vol. 18(2), pages 314-330, April.
    21. Yingying HAN & Xiang ZHOU, 2017. "The Relationship between Stock and Exchange Rates for BRICS Countries Pre - and Post - Crisis: A Mixed C - VINE Copula Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 38-59, March.
    22. Gregor Weiß, 2013. "Copula-GARCH versus dynamic conditional correlation: an empirical study on VaR and ES forecasting accuracy," Review of Quantitative Finance and Accounting, Springer, vol. 41(2), pages 179-202, August.
    23. Ming He Goh & Yoonbai Kim, 2006. "Is The Chinese Renminbi Undervalued?," Contemporary Economic Policy, Western Economic Association International, vol. 24(1), pages 116-126, January.
    24. Dias, Alexandra & Embrechts, Paul, 2010. "Modeling exchange rate dependence dynamics at different time horizons," Journal of International Money and Finance, Elsevier, vol. 29(8), pages 1687-1705, December.
    25. Luke Lin & Chun I Lee, 2017. "Unmasking the Relationships Between Exchange Rate Exposure and Its Determinants: A More Complete Picture from Quantile Regressions," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 20(04), pages 1-28, December.
    26. Blaise Gadanecz & Ken Miyajima & Chang Shu, 2014. "Exchange rate risk and local currency sovereign bond yields in emerging markets," BIS Working Papers 474, Bank for International Settlements.
    27. WEI, Shang-Jin & Liu, Ligang & Wang, Zhi & Woo, Wing T., 2000. "The China money puzzle: will devaluation of the yuan help or hurt the Hong Kong dollar?," China Economic Review, Elsevier, vol. 11(2), pages 171-188, December.
    28. Lien, Donald & Yang, Li & Zhou, Chunyang & Lee, Geul, 2014. "Co-movement between RMB and New Taiwan Dollars: Evidences from NDF markets," The North American Journal of Economics and Finance, Elsevier, vol. 28(C), pages 265-272.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shiwei Su & Ahmad Hassan Ahmad & Justine Wood, 2020. "How effective is central bank communication in emerging economies? An empirical analysis of the chinese money markets responses to the people’s bank of China’s policy communications," Review of Quantitative Finance and Accounting, Springer, vol. 54(4), pages 1195-1219, May.
    2. Wing-Choong Lai & Kim-Leng Goh, 2021. "Dependence Structure Between Renminbi Movements and Volatility of Foreign Exchange Rate Returns," China Report, , vol. 57(1), pages 57-78, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wing-Choong Lai & Kim-Leng Goh, 2021. "Dependence Structure Between Renminbi Movements and Volatility of Foreign Exchange Rate Returns," China Report, , vol. 57(1), pages 57-78, February.
    2. Cheung, Yin-Wong & Hui, Cho-Hoi & Tsang, Andrew, 2018. "The RMB central parity formation mechanism: August 2015 to December 2016," Journal of International Money and Finance, Elsevier, vol. 86(C), pages 223-243.
    3. Robert N McCauley & Chang Shu, 2018. "Recent RMB policy and currency co-movements," BIS Working Papers 727, Bank for International Settlements.
    4. Robert N McCauley & Tracy Chan, 2014. "Currency movements drive reserve composition," BIS Quarterly Review, Bank for International Settlements, December.
    5. Rehman, Mobeen Ur & Katsiampa, Paraskevi & Zeitun, Rami & Vo, Xuan Vinh, 2023. "Conditional dependence structure and risk spillovers between Bitcoin and fiat currencies," Emerging Markets Review, Elsevier, vol. 55(C).
    6. Yin-Wong Cheung & Cho-Hoi Hui & Andrew Tsang, 2017. "The RMB Central Parity Formation Mechanism after August 2015: A Statistical Analysis," Working Papers 062017, Hong Kong Institute for Monetary Research.
    7. Liu, Tao & Wang, Xiaosong & Woo, Wing Thye, 2022. "The rise of Renminbi in Asia: Evidence from Network Analysis and SWIFT dataset," Journal of Asian Economics, Elsevier, vol. 78(C).
    8. Daniela Marconi, "undated". "Currency Co-Movements In Asia-Pacific: The Regional Role Of The Renminbi," GRU Working Paper Series GRU_2016_023, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    9. repec:zbw:bofrdp:2016_020 is not listed on IDEAS
    10. Yin-Wong Cheung & Menzie D. Chinn & Eiji Fujii, 2010. "China's Current Account and Exchange Rate," NBER Chapters, in: China's Growing Role in World Trade, pages 231-271, National Bureau of Economic Research, Inc.
    11. Yin-Wong Cheung & Cho-Hoi Hui & Andrew Tsang, 2016. "The Renminbi Central Parity: An Empirical Investigation," Working Papers 102016, Hong Kong Institute for Monetary Research.
    12. Yin-Wong Cheung & Cho-Hoi Hui & Andrew Tsang, 2016. "The Renminbi Central Parity: An Empirical Investigation," Working Papers 102016, Hong Kong Institute for Monetary Research.
    13. Caporale, Guglielmo Maria & Gil-Alana, Luis A. & You, Kefei, 2018. "Exchange rate linkages between the ASEAN currencies, the US dollar and the Chinese RMB," Research in International Business and Finance, Elsevier, vol. 44(C), pages 227-238.
    14. Ito, Hiroyuki & McCauley, Robert N. & Chan, Tracy, 2015. "Currency composition of reserves, trade invoicing and currency movements," Emerging Markets Review, Elsevier, vol. 25(C), pages 16-29.
    15. repec:zbw:bofitp:2014_023 is not listed on IDEAS
    16. Tiwari, Aviral Kumar & Adewuyi, Adeolu O. & Albulescu, Claudiu T. & Wohar, Mark E., 2020. "Empirical evidence of extreme dependence and contagion risk between main cryptocurrencies," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    17. Yin-Wong Cheung & Menzie D. Chinn & Xingwang Qian, 2014. "The Structural Behavior of China-US Trade Flows," CESifo Working Paper Series 5123, CESifo.
    18. Hofert, Marius & Prasad, Avinash & Zhu, Mu, 2022. "Multivariate time-series modeling with generative neural networks," Econometrics and Statistics, Elsevier, vol. 23(C), pages 147-164.
    19. Granville, Brigitte & Mallick, Sushanta & Zeng, Ning, 2011. "Chinese exchange rate and price effects on G3 import prices," Journal of Asian Economics, Elsevier, vol. 22(6), pages 427-440.
    20. Albulescu, Claudiu Tiberiu & Aubin, Christian & Goyeau, Daniel & Tiwari, Aviral Kumar, 2018. "Extreme co-movements and dependencies among major international exchange rates: A copula approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 69(C), pages 56-69.
    21. Patton, Andrew, 2013. "Copula Methods for Forecasting Multivariate Time Series," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 899-960, Elsevier.
    22. Zhang, Zhibai, 2010. "Understanding the behavioral equilibrium exchange rate model via its application to the valuation of Chinese renminbi," MPRA Paper 40648, University Library of Munich, Germany.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:rpbfmp:v:22:y:2019:i:01:n:s021909151950005x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/rpbfmp/rpbfmp.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.