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Dynamic correlation analysis of US financial crisis and contagion: evidence from four OECD countries

  • Hong-Ghi Min
  • Young-Soon Hwang

By analysing the Dynamic Conditional Correlations (DCC) of the daily stock returns of four OECD countries with that of the US for the period 2006--2010, we could find a process of increasing correlations (contagion) in the first phase of the US financial crisis and an additional increase of correlations (herding) during the second phase of the US financial crisis for the UK, Australia and Switzerland. However, the impact of the US financial crisis on Japan was limited to the increase in correlation volatilities in the first phase. We also propose a new approach (DCC Multivariate Generalized Autoregressive Conditional Heteroscedastic model with Exogenous variables (DCCX-MGARCH)) that allows simultaneous estimation of the DCC and their determinants, which can be used to identify channels of contagion. It is shown that an increase in VIX stock market index increases conditional correlations but an increase in the TED spread and relative stock market capitalization decrease conditional correlations of stock returns between four OECD countries and the US.

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File URL: http://hdl.handle.net/10.1080/09603107.2012.698161
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Article provided by Taylor & Francis Journals in its journal Applied Financial Economics.

Volume (Year): 22 (2012)
Issue (Month): 24 (December)
Pages: 2063-2074

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Handle: RePEc:taf:apfiec:v:22:y:2012:i:24:p:2063-2074
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  1. Bracker, Kevin & Docking, Diane Scott & Koch, Paul D., 1999. "Economic determinants of evolution in international stock market integration," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 1-27, January.
  2. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
  3. Kim, Suk-Joong & Moshirian, Fariborz & Wu, Eliza, 2006. "Evolution of international stock and bond market integration: Influence of the European Monetary Union," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1507-1534, May.
  4. Angelos Kanas, 1998. "Volatility spillovers across equity markets: European evidence," Applied Financial Economics, Taylor & Francis Journals, vol. 8(3), pages 245-256.
  5. William Cheung & Scott Fung & Shih-Chuan Tsai, 2010. "Global capital market interdependence and spillover effect of credit risk: evidence from the 2007-2009 global financial crisis," Applied Financial Economics, Taylor & Francis Journals, vol. 20(1-2), pages 85-103.
  6. Ilan Goldfajn & Taimur Baig, 1999. "Financial market contagion in the Asian crisis," Textos para discussão 400, Department of Economics PUC-Rio (Brazil).
  7. Ritu Basu, 2002. "Financial Contagion and Investor "Learning": An Empirical Investigation," IMF Working Papers 02/218, International Monetary Fund.
  8. Markus K. Brunnermeier & Lasse Heje Pedersen, 2007. "Market Liquidity and Funding Liquidity," NBER Working Papers 12939, National Bureau of Economic Research, Inc.
  9. 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.
  10. Kristin Forbes & Roberto Rigobon, 1999. "No Contagion, Only Interdependence: Measuring Stock Market Co-movements," NBER Working Papers 7267, National Bureau of Economic Research, Inc.
  11. Chudik, Alexander & Fratzscher, Marcel, 2010. "Identifying the Global Transmission of the 2007-09 Financial Crisis in a GVAR Model," CEPR Discussion Papers 8093, C.E.P.R. Discussion Papers.
  12. Lieven Baele & Geert Bekaert & Koen Inghelbrecht, 2007. "The determinants of stock and bond return comovements," Working Paper Research 119, National Bank of Belgium.
  13. Bordo, Michael D. & Murshid, Antu Panini, 2006. "Globalization and changing patterns in the international transmission of shocks in financial markets," Journal of International Money and Finance, Elsevier, vol. 25(4), pages 655-674, June.
  14. Johnson, Robert & Soenen, Luc, 2003. "Economic integration and stock market comovement in the Americas," Journal of Multinational Financial Management, Elsevier, vol. 13(1), pages 85-100, February.
  15. Nathaniel Frank & Heiko Hesse, 2009. "Financial Spillovers to Emerging Markets During the Global Financial Crisis," IMF Working Papers 09/104, International Monetary Fund.
  16. Dooley, Michael & Hutchison, Michael, 2009. "Transmission of the U.S. subprime crisis to emerging markets: Evidence on the decoupling-recoupling hypothesis," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1331-1349, December.
  17. Charlotte Christiansen & Angelo Ranaldo, 2007. "Extreme Coexceedances in New EU Member States’ Stock Markets," CREATES Research Papers 2007-34, School of Economics and Management, University of Aarhus.
  18. Jorion, Philippe & Zhang, Gaiyan, 2007. "Good and bad credit contagion: Evidence from credit default swaps," Journal of Financial Economics, Elsevier, vol. 84(3), pages 860-883, June.
  19. Guglielmo Maria Caporale & Marianne Schulze-Ghattas & John Beirne & Nicola Spagnolo, 2008. "Volatility Spillovers and Contagion From Mature to Emerging Stock Markets," IMF Working Papers 08/286, International Monetary Fund.
  20. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
  21. Froot, Kenneth A. & O'Connell, Paul G. J. & Seasholes, Mark S., 2001. "The portfolio flows of international investors," Journal of Financial Economics, Elsevier, vol. 59(2), pages 151-193, February.
  22. 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.
  23. Connolly, Robert & Stivers, Chris & Sun, Licheng, 2005. "Stock Market Uncertainty and the Stock-Bond Return Relation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(01), pages 161-194, March.
  24. Cai, Yijie & Chou, Ray Yeutien & Li, Dan, 2009. "Explaining international stock correlations with CPI fluctuations and market volatility," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2026-2035, November.
  25. Magnus Andersson & Elizaveta Krylova & Sami Vahamaa, 2007. "Why does the correlation between stock and bond returns vary over time?," Applied Financial Economics, Taylor & Francis Journals, vol. 18(2), pages 139-151.
  26. Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2002. "Some Contagion, Some Interdependence: More Pitfalls in Tests of Financial Contagion," CEPR Discussion Papers 3310, C.E.P.R. Discussion Papers.
  27. Nicole M. Boyson & Christof W. Stahel & René M. Stulz, 2010. "Hedge Fund Contagion and Liquidity Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1789-1816, October.
  28. Connolly, Robert A. & Stivers, Chris & Sun, Licheng, 2007. "Commonality in the time-variation of stock-stock and stock-bond return comovements," Journal of Financial Markets, Elsevier, vol. 10(2), pages 192-218, May.
  29. Chudik, Alexander & Fratzscher, Marcel, 2011. "Identifying the global transmission of the 2007-2009 financial crisis in a GVAR model," European Economic Review, Elsevier, vol. 55(3), pages 325-339, April.
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