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Stock Market Linkages: Evidence From the US, China and India During the Subprime Crisis

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  • Amanjot SINGH

    (Punjabi University, Patiala, Punjab, India)

  • Parneet KAUR

    (Punjabi University, Patiala, Punjab, India)

Abstract

The Subprime crisis spillovered the returns and volatility from the US stock market to the other integrated economies. The present study attempts to analyze the stock market linkages between the US, India and China, especially during the US subprime Crisis. The technique of Tri-Variate Vector Autoregression and the Spillover Index has been employed so as to analyze the relations during the time period 2007 to 2009. To estimate the time varying risk parameters, the technique of Threshold Generalized Autoregressive Conditional Heteroskedastic [TGARCH (1,1)] model has been used. A uni-directional causality has been observed from the US market to the Indian and Chinese market, whereas another unidirectional causality has also been spotted running from the Chinese market to the Indian market in the context of stock market returns during the crisis period. A uni-directional volatility spillover from the US to the Indian market and from the Indian to the Chinese market has been found to be significant. As per the volatility Spillover Index, the cross market impact on the volatility reduces over a time period 2007-2009, due to the increased impact of the past volatility and the presence of 'leverage effect'. The falling returns added to the volatility in the respective markets. The efficient tests of causality inspired by Hill (2007) reported an indirect impact of the US market volatility on the Chinese market via Indian. The portfolio managers should discount this information well ahead of time to maintain the portfolio values by taking positions in futures and options market.

Suggested Citation

  • 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.
    • Handle: RePEc:wun:timjeb:tjeb:v08:y2015:i01:a03
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    References listed on IDEAS

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    1. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    2. 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.
    3. John Beirne & Guglielmo Maria Caporale & Marianne Schulze-Ghattas & Nicola Spagnolo, 2013. "Volatility Spillovers and Contagion from Mature to Emerging Stock Markets," Review of International Economics, Wiley Blackwell, vol. 21(5), pages 1060-1075, November.
    4. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    5. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    6. Gyu-Hyen Moon & Wei-Choun Yu, 2010. "Volatility Spillovers between the US and China Stock Markets: Structural Break Test with Symmetric and Asymmetric GARCH Approaches," Global Economic Review, Taylor & Francis Journals, vol. 39(2), pages 129-149.
    7. Joseph Friedman & Yochanan Shachmurove, "undated". "Using Vector Autoregression Models to Analyze the Behavior of the European Community Stock Markets," Penn CARESS Working Papers 6c418113c19a91c029047e102, Penn Economics Department.
    8. Abbas Valadkhani & Surachai Chancharat, 2008. "Dynamic linkages between Thai and international stock markets," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(5), pages 425-441, September.
    9. Morris Goldstein & Daniel Xie, 2009. "The impact of the financial crisis on emerging Asia," Proceedings, Federal Reserve Bank of San Francisco, issue Oct, pages 27-80.
    10. 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.
    11. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    12. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    13. Benjamin Miranda Tabak Eduardo José Araújo Lima, 2002. "Causality and Cointegration in Stock Markets: The Case of Latin America," Working Papers Series 56, Central Bank of Brazil, Research Department.
    14. Maghyereh, A., 2004. "Oil Price Shocks and Emerging Stock Markets: A Generalized VAR Approach," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(2), pages 27-40.
    15. 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.
    16. Hong Li, 2007. "International linkages of the Chinese stock exchanges: a multivariate GARCH analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 17(4), pages 285-297.
    17. 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.
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    Cited by:

    1. 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.
    2. Oladapo Fapetu & Olufemi Aluko, 2017. "The Linkage between Emerging and Developed Markets: Implication for International Portfolio Diversification," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 13(6), pages 313-322, DECEMBER.
    3. Wang, Xiangning & Huang, Qian & Zhang, Shuguang, 2023. "Effects of macroeconomic factors on stock prices for BRICS using the variational mode decomposition and quantile method," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).

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    More about this item

    Keywords

    Financial Crisis; Spillover; Variance Decomposition; Vector Autoregression Model; Volatility.;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • F00 - International Economics - - General - - - General
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration

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