IDEAS home Printed from https://ideas.repec.org/p/gpe/wpaper/7277.html
   My bibliography  Save this paper

Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets

Author

Listed:
  • Gupta, Rakesh
  • Guidi, Francesco

Abstract

This paper aims to explore links between the Indian stock market and three developed Asian markets (i.e. Hong Kong, Japan and Singapore) using cointegration methodologies in order to explore interdependence. We further estimate the time-varying conditional correlation relationships among these markets. We find that correlations rose dramatically during periods of crisis and return to their initial levels after the crisis. Finally, we investigated the presence of different volatility regime across stock markets. International investors may find useful to model their portfolio by also considering how volatile stock markets are. Results show that estimated probability of being in the low volatility state is the highest for all stock markets considered, as well as the probability to switch from a medium- to high-volatility state. Results suggest a short-run relationship and absence of a strong long-run relationship among these markets. Absence of long-run linkages among these markets may provide potential benefits for the investors that look at emerging markets to enhance their risk adjusted returns by including emerging markets in their portfolios.

Suggested Citation

  • Gupta, Rakesh & Guidi, Francesco, 2011. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," Greenwich Papers in Political Economy 7277, University of Greenwich, Greenwich Political Economy Research Centre.
  • Handle: RePEc:gpe:wpaper:7277
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    2. Yoshiro Tsutsui & Kenjiro Hirayama, 2004. "Appropriate lag specification for daily responses of international stock markets," Applied Financial Economics, Taylor & Francis Journals, vol. 14(14), pages 1017-1025.
    3. Kuper, Gerard H. & Lestano, 2007. "Dynamic conditional correlation analysis of financial market interdependence: An application to Thailand and Indonesia," Journal of Asian Economics, Elsevier, vol. 18(4), pages 670-684, August.
    4. Schotman, Peter C. & Zalewska, Anna, 2006. "Non-synchronous trading and testing for market integration in Central European emerging markets," Journal of Empirical Finance, Elsevier, vol. 13(4-5), pages 462-494, October.
    5. Charles, Amelie & Darne, Olivier, 2006. "Large shocks and the September 11th terrorist attacks on international stock markets," Economic Modelling, Elsevier, vol. 23(4), pages 683-698, July.
    6. Fernandez-Serrano, Jose L. & Sosvilla-Rivero, Simon, 2001. "Modelling evolving long-run relationships: the linkages between stock markets in Asia," Japan and the World Economy, Elsevier, vol. 13(2), pages 145-160, April.
    7. Chiang, Thomas C. & Jeon, Bang Nam & Li, Huimin, 2007. "Dynamic correlation analysis of financial contagion: Evidence from Asian markets," Journal of International Money and Finance, Elsevier, vol. 26(7), pages 1206-1228, November.
    8. 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.
    9. Gupta, R. & Donleavy, G.D., 2009. "Benefits of diversifying investments into emerging markets with time-varying correlations: An Australian perspective," Journal of Multinational Financial Management, Elsevier, vol. 19(2), pages 160-177, April.
    10. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    11. Levy, Haim & Sarnat, Marshall, 1970. "International Diversification of Investment Portfolios," American Economic Review, American Economic Association, vol. 60(4), pages 668-675, September.
    12. Fidrmuc, Jarko & Korhonen, Iikka, 2010. "The impact of the global financial crisis on business cycles in Asian emerging economies," Journal of Asian Economics, Elsevier, vol. 21(3), pages 293-303, June.
    13. Ms. Ritu Basu, 2002. "Financial Contagion and Investor "Learning": An Empirical Investigation," IMF Working Papers 2002/218, International Monetary Fund.
    14. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    15. 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.
    16. Bowman, Robert G. & Chan, Kam Fong & Comer, Matthew R., 2010. "Diversification, rationality and the Asian economic crisis," Pacific-Basin Finance Journal, Elsevier, vol. 18(1), pages 1-23, January.
    17. Gregory, Allan W. & Nason, James M. & Watt, David G., 1996. "Testing for structural breaks in cointegrated relationships," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 321-341.
    18. Masih, Abul M. M. & Masih, Rumi, 1999. "Are Asian stock market fluctuations due mainly to intra-regional contagion effects? Evidence based on Asian emerging stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 251-282, August.
    19. Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2005. "'Some contagion, some interdependence': More pitfalls in tests of financial contagion," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1177-1199, December.
    20. Kearney, Colm & Lucey, Brian M., 2004. "International equity market integration: Theory, evidence and implications," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 571-583.
    21. Bartram, Söhnke M. & Bodnar, Gordon M., 2009. "No place to hide: The global crisis in equity markets in 2008/2009," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1246-1292, December.
    22. Lin, Anchor Y. & Swanson, Peggy E., 2008. "U.S. investors and global equity markets," International Review of Financial Analysis, Elsevier, vol. 17(1), pages 83-107.
    23. 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.
    24. Syriopoulos, Theodore, 2007. "Dynamic linkages between emerging European and developed stock markets: Has the EMU any impact?," International Review of Financial Analysis, Elsevier, vol. 16(1), pages 41-60.
    25. 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.
    26. Malik, Farooq & Ewing, Bradley T., 2009. "Volatility transmission between oil prices and equity sector returns," International Review of Financial Analysis, Elsevier, vol. 18(3), pages 95-100, June.
    27. Baele, Lieven & Inghelbrecht, Koen, 2009. "Time-varying Integration and International diversification strategies," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 368-387, June.
    28. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    29. Chelley-Steeley, Patricia, 2004. "Equity market integration in the Asia-Pacific region: A smooth transition analysis," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 621-632.
    30. Pretorius, Elna, 2002. "Economic determinants of emerging stock market interdependence," Emerging Markets Review, Elsevier, vol. 3(1), pages 84-105, March.
    31. A.S.M. Sohel Azad, 2009. "Efficiency, Cointegration and Contagion in Equity Markets: Evidence from China, Japan and South Korea," Asian Economic Journal, East Asian Economic Association, vol. 23(1), pages 93-118, March.
    32. Dicle, Mehmet F. & Beyhan, Aydin & Yao, Lee J., 2010. "Market efficiency and international diversification: Evidence from India," International Review of Economics & Finance, Elsevier, vol. 19(2), pages 313-339, April.
    33. Roll, Richard, 1992. "Industrial Structure and the Comparative Behavior of International Stock Market Indices," Journal of Finance, American Finance Association, vol. 47(1), pages 3-41, March.
    34. Chu, Patrick Kuok Kun, 2010. "The price linkages between the equity fund price levels and the stock markets: Evidences from cointegration approach and causality analysis of Hong Kong Mandatory Provident Fund (MPF)," International Review of Financial Analysis, Elsevier, vol. 19(4), pages 281-288, September.
    35. Syriopoulos, Theodore & Roumpis, Efthimios, 2009. "Dynamic correlations and volatility effects in the Balkan equity markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 565-587, October.
    36. Huang, Bwo-Nung & Yang, Chin-Wei & Hu, John Wei-Shan, 2000. "Causality and cointegration of stock markets among the United States, Japan and the South China Growth Triangle," International Review of Financial Analysis, Elsevier, vol. 9(3), pages 281-297.
    37. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    38. Giorgio Canarella & Stephen Pollard, 2007. "A switching ARCH (SWARCH) model of stock market volatility: some evidence from Latin America," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 54(4), pages 445-462, December.
    39. Chambet, Anthony & Gibson, Rajna, 2008. "Financial integration, economic instability and trade structure in emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(4), pages 654-675, June.
    40. Chen, Nai-fu & Zhang, Feng, 1997. "Correlations, trades and stock returns of the Pacific-Basin markets," Pacific-Basin Finance Journal, Elsevier, vol. 5(5), pages 559-577, December.
    41. Ratanapakorn, Orawan & Sharma, Subhash C., 2002. "Interrelationships among regional stock indices," Review of Financial Economics, Elsevier, vol. 11(2), pages 91-108.
    42. Lee, Chien-Chiang & Chang, Chun-Ping & Chen, Pei-Fen, 2008. "Money demand function versus monetary integration: Revisiting panel cointegration among GCC countries," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(1), pages 85-93.
    43. 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.
    44. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    45. 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.
    46. Chen, Gong-meng & Firth, Michael & Meng Rui, Oliver, 2002. "Stock market linkages: Evidence from Latin America," Journal of Banking & Finance, Elsevier, vol. 26(6), pages 1113-1141, June.
    47. Aggarwal, Raj & Kyaw, NyoNyo A., 2005. "Equity market integration in the NAFTA region: Evidence from unit root and cointegration tests," International Review of Financial Analysis, Elsevier, vol. 14(4), pages 393-406.
    48. Driessen, Joost & Laeven, Luc, 2007. "International portfolio diversification benefits: Cross-country evidence from a local perspective," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1693-1712, June.
    49. Hamilton, James D. & Susmel, Raul, 1994. "Autoregressive conditional heteroskedasticity and changes in regime," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 307-333.
    50. Bartram, Söhnke M. & Bodnar, Gordon M., 2009. "No Place To Hide: The Global Crisis in Equity Markets in 2008/09," MPRA Paper 15955, University Library of Munich, Germany.
    51. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    52. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    53. Egert, Balazs & Kocenda, Evzen, 2007. "Interdependence between Eastern and Western European stock markets: Evidence from intraday data," Economic Systems, Elsevier, vol. 31(2), pages 184-203, June.
    54. Jing Chi & Ke Li & Martin Young, 2006. "Financial Integration In East Asian Equity Markets," Pacific Economic Review, Wiley Blackwell, vol. 11(4), pages 513-526, December.
    55. Singh, Priyanka & Kumar, Brajesh & Pandey, Ajay, 2010. "Price and volatility spillovers across North American, European and Asian stock markets," International Review of Financial Analysis, Elsevier, vol. 19(1), pages 55-64, January.
    56. Qiao, Zhuo & Chiang, Thomas C. & Wong, Wing-Keung, 2008. "Long-run equilibrium, short-term adjustment, and spillover effects across Chinese segmented stock markets and the Hong Kong stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 425-437, December.
    57. Freixas, Xavier & Hartmann, Philipp & Mayer, Colin (ed.), 2008. "Handbook of European Financial Markets and Institutions," OUP Catalogue, Oxford University Press, number 9780199229956.
    58. Jang, Hoyoon & Sul, Wonsik, 2002. "The Asian financial crisis and the co-movement of Asian stock markets," Journal of Asian Economics, Elsevier, vol. 13(1), pages 94-104.
    Full references (including those not matched with items on IDEAS)

    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. Guidi, Francesco & Ugur, Mehmet, 2012. "Are South East Europe stock markets integrated with regional and global stock markets?," MPRA Paper 44133, University Library of Munich, Germany, revised Dec 2012.
    2. Atif HUSSAIN* & Tahir SAEED*, 2016. "Cointegration of Stock Market Returns: A Case of Asian Countries," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 26(2), pages 153-181.
    3. Chien, Mei-Se & Lee, Chien-Chiang & Hu, Te-Chung & Hu, Hui-Ting, 2015. "Dynamic Asian stock market convergence: Evidence from dynamic cointegration analysis among China and ASEAN-5," Economic Modelling, Elsevier, vol. 51(C), pages 84-98.
    4. Sudharshan Reddy Paramati & Rakesh Gupta & Kishore Tandon, 2016. "Dynamic analysis of time-varying correlations and cointegration relationship between Australia and frontier equity markets," International Journal of Business and Emerging Markets, Inderscience Enterprises Ltd, vol. 8(2), pages 121-145.
    5. Guidi, Francesco & Ugur, Mehmet, 2014. "An analysis of South-Eastern European stock markets: Evidence on cointegration and portfolio diversification benefits," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 30(C), pages 119-136.
    6. Chen, Yanhua & Li, Youwei & Pantelous, Athanasios A. & Stanley, H. Eugene, 2022. "Short-run disequilibrium adjustment and long-run equilibrium in the international stock markets: A network-based approach," International Review of Financial Analysis, Elsevier, vol. 79(C).
    7. Boryana Bogdanova, 2014. "Measuring the degree of integration within a group of stock markets," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 26-46.
    8. Vinodh Madhavan, 2017. "How interrelated are MIST equity markets with the developed stock markets of the world?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1362822-136, January.
    9. M. Barari & Brian Lucey & S. Voronkova, 2008. "Reassessing co-movements among G7 equity markets: evidence from iShares," Applied Financial Economics, Taylor & Francis Journals, vol. 18(11), pages 863-877.
    10. Srinivasan Palamalai & Kalaivani M. & Christopher Devakumar, 2013. "Stock Market Linkages in Emerging Asia-Pacific Markets," SAGE Open, , vol. 3(4), pages 21582440135, November.
    11. Boubaker, Sabri & Jouini, Jamel & Lahiani, Amine, 2016. "Financial contagion between the US and selected developed and emerging countries: The case of the subprime crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 14-28.
    12. Choudhry, Taufiq & Lu, Lin & Peng, Ke, 2007. "Common stochastic trends among Far East stock prices: Effects of the Asian financial crisis," International Review of Financial Analysis, Elsevier, vol. 16(3), pages 242-261.
    13. Claudeci Da Silva & Hugo Agudelo Murillo & Joaquim Miguel Couto, 2014. "Early Warning Systems: Análise De Ummodelo Probit De Contágio De Crise Dos Estados Unidos Para O Brasil(2000-2010)," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 110, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    14. Guidi, Francesco & Gupta, Rakesh, 2010. "Cointegration and conditional correlations among German and Eastern Europe equity markets," MPRA Paper 21732, University Library of Munich, Germany.
    15. Sercan Demiralay & Veysel Ulusoy, 2017. "How Has the Behavior of Cross-Market Correlations Altered During Financial and Debt Crises?," Manchester School, University of Manchester, vol. 85(6), pages 765-794, December.
    16. Aladesanmi, Olalekan & Casalin, Fabrizio & Metcalf, Hugh, 2019. "Stock market integration between the UK and the US: Evidence over eight decades," Global Finance Journal, Elsevier, vol. 41(C), pages 32-43.
    17. Ranjan Dasgupta, 2017. "Association of South-East Asian Nations-US Stock Market Associations in and Around US 2007-09 Financial Crisis: An Autoregressive Distributed Lag Application for Policy Implications," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 684-705.
    18. Beckmann, Joscha & Belke, Ansgar & Czudaj, Robert, 2014. "Regime-dependent adjustment in energy spot and futures markets," Economic Modelling, Elsevier, vol. 40(C), pages 400-409.
    19. 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.
    20. Mohti, Wahbeeah & Dionísio, Andreia & Vieira, Isabel & Ferreira, Paulo, 2019. "Regional and global integration of Asian stock markets," Research in International Business and Finance, Elsevier, vol. 50(C), pages 357-368.

    More about this item

    Keywords

    stock markets; cointegration; time-varying correlations; India; Asian stock markets;
    All these keywords.

    JEL classification:

    • 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
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    Statistics

    Access and download statistics

    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:gpe:wpaper:7277. 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: Nadine Edwards (email available below). General contact details of provider: https://edirc.repec.org/data/pegreuk.html .

    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.