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Co-movement among US, Frontier and BRIC Equity Markets after the Financial Crisis

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  • Amanjot Singh
  • Manjit Singh

Abstract

The study attempts to capture static (long-run) as well as short-run time-varying co-movement among the US, frontier and Brazil, Russia, India and China (BRIC) equity markets (Morgan Stanley Capital International (MSCI) indices) in a multivariate framework after the recent global financial crisis, that is, during the easy money policy regime adopted by the emerged nations. The study employs Johansen cointegration and VAR ( p ) ADCC-MVGARCH (1,1) models ranging from August 2010 to August 2015. Apart from this, efficient tests of causality inspired from Hill (2007, Journal of Applied Econometrics, 22 (4), 747–765) are also employed to account for dynamic interactions between the co-movement coefficients. The Johansen cointegration model does not support the existence of a stochastic trend among the variables. However, asymmetric dynamic conditional correlation-multivariate generalized autoregressive conditional heteroskedastic model (ADCC-MVGARCH (1,1) model) results indicate time-varying co-movement among the underlying stock markets. The highest level of co-movement has been observed between the US and BRIC equity markets. On the other hand, co-movement between the US and frontier markets is found to be the lowest among others. On an average, 1-dollar long position in the US equity market should be shorted by 0.52 and 0.48 cents in the frontier and BRIC equity markets, respectively, across the sample time period. The efficient causality tests report indirect impact of co-movement between the US-frontier markets on the BRIC-frontier markets’ co-movement. The results critically support construction of a portfolio comprising stocks from the US, frontier and BRIC equity markets considering long-run and short-run co-movement among the variables.

Suggested Citation

  • Amanjot Singh & Manjit Singh, 2018. "Co-movement among US, Frontier and BRIC Equity Markets after the Financial Crisis," Global Business Review, International Management Institute, vol. 19(2), pages 311-327, April.
  • Handle: RePEc:sae:globus:v:19:y:2018:i:2:p:311-327
    DOI: 10.1177/0972150917713507
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    1. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    2. Berger, Dave & Pukthuanthong, Kuntara & Jimmy Yang, J., 2011. "International diversification with frontier markets," Journal of Financial Economics, Elsevier, vol. 101(1), pages 227-242, July.
    3. Jonathan B. Hill, 2007. "Efficient tests of long-run causation in trivariate VAR processes with a rolling window study of the money-income relationship," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(4), pages 747-765.
    4. Salamaliki, Paraskevi K. & Venetis, Ioannis A., 2013. "Energy consumption and real GDP in G-7: Multi-horizon causality testing in the presence of capital stock," Energy Economics, Elsevier, vol. 39(C), pages 108-121.
    5. William Miles, 2005. "Do frontier equity markets exhibit common trends and still provide diversification opportunities?," International Economic Journal, Taylor & Francis Journals, vol. 19(3), pages 473-482.
    6. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
    7. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
    8. Shamila Jayasuriya & William Shambora, 2009. "Oops, we should have diversified!," Applied Financial Economics, Taylor & Francis Journals, vol. 19(22), pages 1779-1785.
    9. Krishna Reddy Chittedi, 2015. "Financial Crisis and Contagion Effects to Indian Stock Market: ‘DCC–GARCH’ Analysis," Global Business Review, International Management Institute, vol. 16(1), pages 50-60, February.
    10. Phylaktis, Kate & Ravazzolo, Fabiola, 2005. "Stock market linkages in emerging markets: implications for international portfolio diversification," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 91-106, April.
    11. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    12. Berben, Robert-Paul & Jansen, W. Jos, 2005. "Comovement in international equity markets: A sectoral view," Journal of International Money and Finance, Elsevier, vol. 24(5), pages 832-857, September.
    13. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    14. Amanjot SINGH & Parneet KAUR, 2015. "Stock Market Linkages: Evidence From the US, China and India During the Subprime Crisis," Timisoara Journal of Economics and Business, West University of Timisoara, Romania, Faculty of Economics and Business Administration, vol. 8(1), pages 137-162, June.
    15. Syriopoulos, Theodore & Makram, Beljid & Boubaker, Adel, 2015. "Stock market volatility spillovers and portfolio hedging: BRICS and the financial crisis," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 7-18.
    16. Abu S. Amin & Lucjan T. Orlowski, 2014. "Returns, Volatilities, and Correlations Across Mature, Regional, and Frontier Markets: Evidence from South Asia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(3), pages 5-27, May.
    17. 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.
    18. Marcelo Bianconi & Joe A. Yoshino & Mariana O. Machado de Sousa, 2011. "BRIC and the U.S. Financial Crisis: An Empirical Investigation of Stocks and Bonds Markets," Discussion Papers Series, Department of Economics, Tufts University 0764, Department of Economics, Tufts University.
    19. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    20. Aswini Sukumaran & Rakesh Gupta & Thadavilil Jithendranathan, 2015. "Looking at new markets for international diversification: frontier markets," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(1), pages 97-116, February.
    21. Samarakoon, Lalith P., 2011. "Stock market interdependence, contagion, and the U.S. financial crisis: The case of emerging and frontier markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 724-742.
    22. Galin Todorov & Prasad Bidarkota, 2014. "Time-varying financial spillovers from the US to frontier markets," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 7(2), pages 246-283, September.
    23. 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.
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