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No Contagion, Only Interdependence: Measuring Stock Market Co-movements

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Kristin Forbes
Roberto Rigobon

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Abstract

This paper examines stock market co-movements. It begins with a discussion of several conceptual issues involved in measuring these movements and how to test for contagion. Standard tests examine if cross-market correlation in stock market returns increase during a period of crisis. The measure of cross-market correlations central to this standard analysis, however, is biased. The unadjusted correlation coefficient is conditional on market movements over the time period under consideration, so that during a period of turmoil when stock market volatility increases, standard estimates of cross-market correlations will be biased upward. It is straightforward to adjust the correlation coefficient to correct for this bias. The remainder of the paper applies these concepts to test for stock market contagion during the 1997 East Asian crises, the 1994 Mexican peso collapse, and the 1987 U.S. stock market crash. In each of these cases, tests based on the unadjusted correlation coefficients find evidence of contagion in several countries, while tests based on the adjusted coefficients find virtually no contagion. This suggests that high market co-movements during these periods were a continuation of strong cross-market linkages. In other words, during these three crises there was no contagion, only interdependence.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 7267.

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Date of creation: Jul 1999
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Publication status: published as Forbes, Kristin J. and Roberto Rigobon. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, 2002, v57(5,Oct), 2223-2261.
Handle: RePEc:nbr:nberwo:7267

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Find related papers by JEL classification:
F30 - International Economics - - International Finance - - - General
F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Barry Eichengreen & Andrew K. Rose & Charles Wyplosz, 1996. "Contagious Currency Crises," NBER Working Papers 5681, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  2. Ilan Goldfajn & Taimur Baig, 1999. "Financial market contagion in the Asian crisis," Textos para discussão 400, Department of Economics PUC-Rio (Brazil). [Downloadable!]
  3. Allan Drazen, 1999. "Political Contagion in Currency Crises," NBER Working Papers 7211, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 3(1), pages 5-33. [Downloadable!] (restricted)
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  5. Paul Cashin & Manmohan S. Kumar & C. John McDermott, 1995. "International Integration of Equity Markets and Contagion Effects," IMF Working Papers 95/110, International Monetary Fund.
  6. Ray Yeu-Tien Chou & Victor Ng & Lynn K. Pi, 1994. "Cointegration of International Stock Market Indices," IMF Working Papers 94/94, International Monetary Fund.
  7. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 3(2), pages 281-307. [Downloadable!] (restricted)
  8. Gerlach, Stefan & Smets, Frank, 1995. "Contagious speculative attacks," European Journal of Political Economy, Elsevier, vol. 11(1), pages 45-63, March. [Downloadable!] (restricted)
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