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Diversification across ASEAN-wide sectoral and national equity returns

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  • Balli, Faruk
  • Balli, Hatice Ozer
  • Luu, Mong Ngoc

Abstract

This paper examines the effects of local and global shocks on the sector indices and national returns of the Association of Southeast Asian Nations (ASEAN) by using the univariate AR-GARCH model. We find that regional and global shocks have different influences on the ASEAN-wide sector and national equity indices. There is evidence that the ASEAN-wide sectoral returns are mostly driven by local shocks, except for the insurance and technology sectors. The volatility of Singapore's and Vietnam's national returns mostly results from their own shocks rather than local and global shocks. Applying the trend spillover model, this paper also shows that the effects of regional and global shocks on return volatility have been decreasing for almost all ASEAN-wide sectors' equity indices, while the trend for the volatility spillover effects of those shocks are positive and significant for the production and industries group sectors, as well as the food and beverage sector. Comparing the variance ratios of ASEAN sectoral and national returns, it is evident that the percentage of national equity returns belonging to their own shocks is higher than that of sectoral returns, indicating that investors might be better off diversifying their assets across countries rather than sectors in ASEAN area. This finding is consistent with the results of the mean–variance frontiers, as the portfolio composed purely of ASEAN national returns has a stronger efficiency frontier than a portfolio of all ASEAN-wide sector equity returns. By using the spanning and intersection tests, the paper also indicates that adding ASEAN national equity returns might improve the efficiency frontiers of investors' holding portfolios.

Suggested Citation

  • Balli, Faruk & Balli, Hatice Ozer & Luu, Mong Ngoc, 2014. "Diversification across ASEAN-wide sectoral and national equity returns," Economic Modelling, Elsevier, vol. 41(C), pages 398-407.
  • Handle: RePEc:eee:ecmode:v:41:y:2014:i:c:p:398-407
    DOI: 10.1016/j.econmod.2014.05.035
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    as
    1. Ling, Shiqing & McAleer, Michael, 2003. "Asymptotic Theory For A Vector Arma-Garch Model," Econometric Theory, Cambridge University Press, vol. 19(2), pages 280-310, April.
    2. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(1), pages 33-55, March.
    3. Brooks, Robin & Del Negro, Marco, 2004. "The rise in comovement across national stock markets: market integration or IT bubble?," Journal of Empirical Finance, Elsevier, vol. 11(5), pages 659-680, December.
    4. Bakri Abdul Karim & Zulkefly Abdul Karim, 2012. "Integration of Asean-5 Stock Markets: A Revisit," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 8(2), pages 21-41.
    5. Raymond Kan & Guofu Zhou, 2012. "Tests of Mean-Variance Spanning," Annals of Economics and Finance, Society for AEF, vol. 13(1), pages 139-187, May.
    6. Paye, Bradley S., 2012. "‘Déjà vol’: Predictive regressions for aggregate stock market volatility using macroeconomic variables," Journal of Financial Economics, Elsevier, vol. 106(3), pages 527-546.
    7. Huberman, Gur & Kandel, Shmuel, 1987. "Mean-Variance Spanning," Journal of Finance, American Finance Association, vol. 42(4), pages 873-888, September.
    8. Balli, Faruk & Balli, Hatice O., 2011. "Sectoral equity returns in the Euro region: Is there any room for reducing portfolio risk?," Journal of Economics and Business, Elsevier, vol. 63(2), pages 89-106.
    9. Mr. Thomas Kraus, 2001. "The Impact of the EMUon the Structure of European Equity Returns: An Empirical Analysis of the First 21 Months," IMF Working Papers 2001/084, International Monetary Fund.
    10. Yilmaz, Kamil, 2010. "Return and volatility spillovers among the East Asian equity markets," Journal of Asian Economics, Elsevier, vol. 21(3), pages 304-313, June.
    11. Hatice Ozer Balli & Faruk Balli & Rosmy Jean Louis, 2013. "Time-Varying Spillover Effects on Sectoral Equity Returns," International Review of Finance, International Review of Finance Ltd., vol. 13(1), pages 67-91, March.
    12. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    13. Ernst R. Berndt & Bronwyn H. Hall & Robert E. Hall & Jerry A. Hausman, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 653-665, National Bureau of Economic Research, Inc.
    14. Faruk Balli, 2009. "Spillover effects on government bond yields in euro zone. Does full financial integration exist in European government bond markets?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 33(4), pages 331-363, October.
    15. repec:bla:jfinan:v:44:y:1989:i:5:p:1115-53 is not listed on IDEAS
    16. Engle, Robert F. & Ng, Victor K. & Rothschild, Michael, 1990. "Asset pricing with a factor-arch covariance structure : Empirical estimates for treasury bills," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 213-237.
    17. Balli, Faruk & Basher, Syed Abul & Jean Louis, Rosmy, 2013. "Sectoral equity returns and portfolio diversification opportunities across the GCC region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 25(C), pages 33-48.
    18. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    19. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    20. Ng, Angela, 2000. "Volatility spillover effects from Japan and the US to the Pacific-Basin," Journal of International Money and Finance, Elsevier, vol. 19(2), pages 207-233, April.
    21. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    22. Moerman, Gerard A., 2008. "Diversification in euro area stock markets: Country versus industry," Journal of International Money and Finance, Elsevier, vol. 27(7), pages 1122-1134, November.
    23. M. Shabri Abd. Majid & Ahamed Kameel Mydin Meera & Mohd. Azmi Omar, 2008. "Interdependence of ASEAN-5 Stock Markets from the US and Japan," Global Economic Review, Taylor & Francis Journals, vol. 37(2), pages 201-225.
    24. Bhar, Ramaprasad & Nikolova, Biljana, 2009. "Return, volatility spillovers and dynamic correlation in the BRIC equity markets: An analysis using a bivariate EGARCH framework," Global Finance Journal, Elsevier, vol. 19(3), pages 203-218.
    25. Click, Reid W. & Plummer, Michael G., 2005. "Stock market integration in ASEAN after the Asian financial crisis," Journal of Asian Economics, Elsevier, vol. 16(1), pages 5-28, February.
    26. Vivek Bhargava & Akash Dania, 2012. "Information dynamics effects from major world markets to SAARC nations," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 36(4), pages 850-867, October.
    27. Jobson, J D & Korkie, Bob M, 1981. "Performance Hypothesis Testing with the Sharpe and Treynor Measures," Journal of Finance, American Finance Association, vol. 36(4), pages 889-908, September.
    28. W. N. W. Azman-Saini & M. Azali & M. S. Habibullah & K. G. Matthews, 2002. "Financial integration and the ASEAN-5 equity markets," Applied Economics, Taylor & Francis Journals, vol. 34(18), pages 2283-2288.
    29. Jian Yang & James Kolari & Insik Min, 2003. "Stock market integration and financial crises: the case of Asia," Applied Financial Economics, Taylor & Francis Journals, vol. 13(7), pages 477-486.
    30. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    4. Jones Odei Mensah & Gamini Premaratne, 2019. "Exploring Diversification Benefits In Asian Equity Markets," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(03), pages 517-542, June.
    5. Duy Duong & Toan Luu Duc Huynh, 2020. "Tail dependence in emerging ASEAN-6 equity markets: empirical evidence from quantitative approaches," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-26, December.
    6. Balli, Faruk & Balli, Hatice O. & Jean Louis, Rosmy & Vo, Tuan Kiet, 2015. "The transmission of market shocks and bilateral linkages: Evidence from emerging economies," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 349-357.
    7. Yilmaz, Mustafa K. & Sensoy, Ahmet & Ozturk, Kevser & Hacihasanoglu, Erk, 2015. "Cross-sectoral interactions in Islamic equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 32(C), pages 1-20.
    8. Awadh Saeed Bin-Dohry & Hanita Kadir Shahar & Sharmilawati Sabki & David McMillan, 2021. "The determinants of dual listing decision of firms from ASEAN-5," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1917105-191, January.
    9. Balli, Faruk & Hajhoj, Hassan Rafdan & Basher, Syed Abul & Ghassan, Hassan Belkacem, 2015. "An analysis of returns and volatility spillovers and their determinants in emerging Asian and Middle Eastern countries," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 311-325.
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