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Stock market linkages between the ASEAN countries, China and the US: a fractional cointegration approach

Author

Listed:
  • Guglielmo Maria Caporale
  • Luis A. Gil-Alana
  • Kefei You

Abstract

This paper examines stock market integration between the ASEAN five and the US and China, respectively, over the period from November 2002 to March 2018. The linkages between both aggregate and financial sector stock indices (both weekly and monthly) are analysed using fractional integration and fractional cointegration methods. Further, recursive cointegration analysis is carried out for the weekly series to study the impact of the 2007-8 global financial crisis and the 2015 China stock market crash on the pattern of stock market co-movement. The main findings are the following. All stock indices exhibit long memory. There is cointegration between the ASEAN five and the US but almost none between the former and China, except between Indonesia and China in the case of the financial sector. The 2007-8 global financial crisis and the 2015 Chinese stock market plunge weakened the linkages between the ASEAN five and both China and the US. The implications of these results for market participants and policy makers are discussed.

Suggested Citation

  • Guglielmo Maria Caporale & Luis A. Gil-Alana & Kefei You, 2019. "Stock market linkages between the ASEAN countries, China and the US: a fractional cointegration approach," CESifo Working Paper Series 7537, CESifo.
    • Handle: RePEc:ces:ceswps:_7537
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    1. Laura Mayoral, 2006. "Further Evidence on the Statistical Properties of Real GNP," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(s1), pages 901-920, December.
    2. Srinivasan Palamalai & Kalaivani M. & Christopher Devakumar, 2013. "Stock Market Linkages in Emerging Asia-Pacific Markets," SAGE Open, , vol. 3(4), pages 21582440135, November.
    3. Nasha Ananchotikul & Shi Piao & Edda Zoli, 2016. "Drivers of Financial Integration: Implications for Asia," PIER Discussion Papers 39, Puey Ungphakorn Institute for Economic Research.
    4. Voronkova, Svitlana, 2004. "Equity market integration in Central European emerging markets: A cointegration analysis with shifting regimes," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 633-647.
    5. Sepideh Dolatabadi & Morten Ørregaard Nielsen & Ke Xu, 2015. "A Fractionally Cointegrated VAR Analysis of Price Discovery in Commodity Futures Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(4), pages 339-356, April.
    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. Bank for International Settlements, 2008. "Integration of India's stock market with global and major regional markets," BIS Papers chapters, in: Bank for International Settlements (ed.), Regional financial integration in Asia: present and future, volume 42, pages 202-236, Bank for International Settlements.
    8. Nasha Ananchotikul & Shi Piao & Edda Zoli, 2016. "Drivers of Financial Integration: Implications for Asia," PIER Discussion Papers 39., Puey Ungphakorn Institute for Economic Research, revised Aug 2016.
    9. Gil-Alana, Luis A. & Moreno, Antonio, 2012. "Uncovering the US term premium: An alternative route," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1181-1193.
    10. Mirko Abbritti & Luis A. Gil-Alana & Yuliya Lovcha & Antonio Moreno, 2016. "Term Structure Persistence," Journal of Financial Econometrics, Oxford University Press, vol. 14(2), pages 331-352.
    11. Lei Wu & Qingbin Meng & Kuan Xu, 2015. "'Slow-burn' spillover and 'fast and furious' contagion: a study of international stock markets," Quantitative Finance, Taylor & Francis Journals, vol. 15(6), pages 933-958, June.
    12. Shao, Xiaofeng, 2010. "Nonstationarity-Extended Whittle Estimation," Econometric Theory, Cambridge University Press, vol. 26(4), pages 1060-1087, August.
    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. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    15. Timothy J. Brailsford, 1996. "Volatility Spillovers Across the Tasman," Australian Journal of Management, Australian School of Business, vol. 21(1), pages 13-27, June.
    16. Marcel Fratzscher & Arnaud Mehl, 2014. "China's Dominance Hypothesis and the Emergence of a Tri‐polar Global Currency System," Economic Journal, Royal Economic Society, vol. 124(581), pages 1343-1370, December.
    17. Baillie, Richard T., 1996. "Long memory processes and fractional integration in econometrics," Journal of Econometrics, Elsevier, vol. 73(1), pages 5-59, July.
    18. P., Srinivasan & M., Kalaivani, 2013. "Stock Market Linkages in Emerging Asia-Pacific Markets," MPRA Paper 45871, University Library of Munich, Germany.
    19. Chang Shu & Dong He & Honglin Wang & Jinyue Dong, 2015. "The influence of Chinese and US financial markets on Asia-Pacific," BIS Papers chapters, in: Bank for International Settlements (ed.), Cross-border Financial Linkages: Challenges for Monetary Policy and Financial Stability, volume 82, pages 7-24, Bank for International Settlements.
    20. Dong He & Zhiwei Zhang & Honglin Wang, 2009. "Hong Kong's Financial Market Interactions with the US and Mainland China in Crisis and Tranquil Times," Working Papers 0910, Hong Kong Monetary Authority.
    21. Liu, Lin & Chang, Hsu-Ling & Su, Chi-Wei & Jiang, Chun, 2013. "Real interest rate parity in East Asian countries based on China with flexible Fourier stationary test," Japan and the World Economy, Elsevier, vol. 25, pages 52-58.
    22. Phakawa Jeasakul & Cheng Hoon Lim & Erik Lundback, 2014. "Why was Asia Resilient? Lessons from the Past and for the Future," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-22.
    23. Mr. Phakawa Jeasakul & Cheng Hoon Lim & Mr. Erik J. Lundback, 2014. "Why Was Asia Resilient? Lessons from the Past and for the Future," IMF Working Papers 2014/038, International Monetary Fund.
    24. Zheng Yi & Chen Heng & Wing-Keung Wong, 2009. "China’s Stock Market Integration with a Leading Power and a Close Neighbor," JRFM, MDPI, vol. 2(1), pages 1-37, December.
    25. Lu Fang & David A. Bessler, 2018. "Is it China that leads the Asian stock market contagion in 2015?," Applied Economics Letters, Taylor & Francis Journals, vol. 25(11), pages 752-757, June.
    26. Elyasiani, Elyas & Perera, Priyal & Puri, Tribhuvan N., 1998. "Interdependence and dynamic linkages between stock markets of Sri Lanka and its trading partners," Journal of Multinational Financial Management, Elsevier, vol. 8(1), pages 89-101, January.
    27. Granger, C. W. J., 1981. "Some properties of time series data and their use in econometric model specification," Journal of Econometrics, Elsevier, vol. 16(1), pages 121-130, May.
    28. Shu, Chang & He, Dong & Dong, Jinyue & Wang, Honglin, 2018. "Regional pull vs global push factors: China and US influence on Asian financial markets," Journal of International Money and Finance, Elsevier, vol. 87(C), pages 112-132.
    29. Chang Shu, 2010. "Impact of the Renminbi Exchange Rate on Asian Currencies," Palgrave Macmillan Books, in: Wensheng Peng & Chang Shu (ed.), Currency Internationalization: Global Experiences and Implications for the Renminbi, chapter 10, pages 221-235, Palgrave Macmillan.
    30. Abadir, Karim M. & Distaso, Walter & Giraitis, Liudas, 2007. "Nonstationarity-extended local Whittle estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 1353-1384, December.
    31. Eli M Remolona & Ilhyock Shim, 2015. "The rise of regional banking in Asia and the Pacific," BIS Quarterly Review, Bank for International Settlements, September.
    32. C. W. J. Granger & Roselyne Joyeux, 1980. "An Introduction To Long‐Memory Time Series Models And Fractional Differencing," Journal of Time Series Analysis, Wiley Blackwell, vol. 1(1), pages 15-29, January.
    33. Hassan, M. Kabir & Naka, Atsuyuki, 1996. "Short-run and long-run dynamic linkages among international stock markets," International Review of Economics & Finance, Elsevier, vol. 5(4), pages 387-405.
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    Cited by:

    1. Sayuri Shirai & Eric Alexander Sugandi, 2019. "Cross-Border Portfolio Investment and Financial Markets Development in the Asia and Pacific Region," International Business Research, Canadian Center of Science and Education, vol. 12(5), pages 14-33, May.

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    More about this item

    Keywords

    Asian stock markets; financial integration; fractional integration; fractional cointegration;
    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
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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