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Measurement of contagion in banks' equity prices

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  • Gropp, Reint
  • Moerman, Gerard

Abstract

This paper uses the co-incidence of extreme shocks to banks’ risk to examine within country and across country contagion among large EU banks. Banks’ risk is measured by the first difference of weekly distances to default and abnormal returns. Using Monte Carlo simulations, the paper examines whether the observed frequency of large shocks experienced by two or more banks simultaneously is consistent with the assumption of a multivariate normal or a student t distribution. Further, the paper proposes a simple metric, which is used to identify contagion from one bank to another and identify “systemically important” banks in the EU. JEL Classification: G21, F36, G15

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Bibliographic Info

Paper provided by European Central Bank in its series Working Paper Series with number 0297.

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Date of creation: Dec 2003
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Handle: RePEc:ecb:ecbwps:20030297

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Keywords: banking; Contagion; Monte Carlo Simulations;

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  3. Gropp, Reint & Richards, Anthony J., 2001. "Rating agency actions and the pricing of debt and equity of European banks: What can we infer about private sector monitoring of bank soundness?," Working Paper Series 0076, European Central Bank.
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  17. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
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  21. 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.
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