Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns
Interbank markets allow banks to cope with specific liquidity shocks. At the same time, they may be a channel allowing a bank default to spread to other banks. This paper analyzes how contagion propagates within the Italian interbank market using a unique data set including actual bilateral exposures. Since information on bilateral exposures was not available in most previous studies, they assumed that banks spread their lending as evenly as possible among all the other banks by maximizing the entropy of interbank linkages. Based on the data available on actual bilateral exposures for all Italian banks, the results obtained by assuming the maximum entropy are compared with those reflecting the observed structure of interbank claims. The comparison indicates that, in line with the thesis prevailing in the literature, the maximum entropy method tends to underestimate the extent of contagion. However, this does not hold in general. Under certain circumstances, depending on the structure of the interbank linkages, the recovery rates of interbank exposures and banksï¿½ capitalization, the maximum entropy approach overestimates the scope for contagion.
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- Hans Degryse & Muhammad Ather Elahi & Maria Fabiana Penas, 2010.
"Cross-Border Exposures and Financial Contagion,"
International Review of Finance,
International Review of Finance Ltd., vol. 10(Financial), pages 209-240.
- Uhde, André & Heimeshoff, Ulrich, 2009.
"Consolidation in banking and financial stability in Europe: empirical evidence,"
IWQW Discussion Paper Series
02/2009, Friedrich-Alexander-Universität Erlangen-Nürnberg, Institut für Wirtschaftspolitik und Quantitative Wirtschaftsforschung (IWQW).
- Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
- X. Freixas & B. Parigi & J-C. Rochet, 2000.
"Systemic Risk, Interbank Relations and Liquidity Provision by theCentral Bank,"
DNB Staff Reports (discontinued)
47, Netherlands Central Bank.
- Freixas, Xavier & Parigi, Bruno M & Rochet, Jean-Charles, 2000. "Systemic Risk, Interbank Relations, and Liquidity Provision by the Central Bank," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 611-38, August.
- Xavier Freixas & Bruno M. Parigi & Jean-Charles Rochet, 2000. "Systemic risk, interbank relations, and liquidity provision by the central bank," Proceedings, Federal Reserve Bank of Cleveland, pages 611-640.
- Xavier Freixas & Bruno Parigi & Jean Charles Rochet, 1998. "Systemic risk, interbank relations and liquidity provision by the Central Bank," Economics Working Papers 440, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 1999.
- Freixas, Xavier & Parigi, Bruno & Rochet, Jean-Charles, 1999. "Systemic Risk, Interbank Relations and Liquidity Provision by the Central Bank," CEPR Discussion Papers 2325, C.E.P.R. Discussion Papers.
- Cocco, João F. & Gomes, Francisco J. & Martins, Nuno C., 2009. "Lending relationships in the interbank market," Journal of Financial Intermediation, Elsevier, vol. 18(1), pages 24-48, January.
- Jacklin, Charles J & Bhattacharya, Sudipto, 1988. "Distinguishing Panics and Information-Based Bank Runs: Welfare and Policy Implications," Journal of Political Economy, University of Chicago Press, vol. 96(3), pages 568-92, June.
- Lelyveld, Iman van & Liedorp, Franka, 2006.
"Interbank Contagion in the Dutch Banking Sector: A Sensitivity Analysis,"
806, University Library of Munich, Germany.
- Iman van Lelyveld & Franka Liedorp, 2006. "Interbank Contagion in the Dutch Banking Sector: A Sensitivity Analysis," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
- Jean-Charles Rochet & Jean Tirole, 1996.
"Interbank lending and systemic risk,"
Board of Governors of the Federal Reserve System (U.S.), pages 733-765.
- De Bandt, Olivier & Hartmann, Philipp, 2000.
"Systemic risk: A survey,"
Working Paper Series
0035, European Central Bank.
- Upper, Christian & Worms, Andreas, 2002.
"Estimating Bilateral Exposures in the German Interbank Market: Is there a Danger of Contagion?,"
Discussion Paper Series 1: Economic Studies
2002,09, Deutsche Bundesbank, Research Centre.
- Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
- Sandro Brusco & Fabio Castiglionesi, 2007.
"Liquidity Coinsurance, Moral Hazard, and Financial Contagion,"
Journal of Finance,
American Finance Association, vol. 62(5), pages 2275-2302, October.
- Sandro Brusco & Fabio Castiglionesi, 2005. "Liquidity Coinsurance, Moral Hazard and Financial Contagion," Department of Economics Working Papers 05-12, Stony Brook University, Department of Economics.
- Chari, V V & Jagannathan, Ravi, 1988. " Banking Panics, Information, and Rational Expectations Equilibrium," Journal of Finance, American Finance Association, vol. 43(3), pages 749-61, July.
- Helmut Elsinger & Alfred Lehar & Martin Summer, 2002.
"Risk Assessment for Banking Systems,"
79, Oesterreichische Nationalbank (Austrian Central Bank).
- Christian Upper, 2007. "Using counterfactual simulations to assess the danger of contagion in interbank markets," BIS Working Papers 234, Bank for International Settlements.
- Hasman, Augusto & Samartín, Margarita, 2008. "Information acquisition and financial contagion," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2136-2147, October.
- Angelini, P. & Maresca, G. & Russo, D., 1996. "Systemic risk in the netting system," Journal of Banking & Finance, Elsevier, vol. 20(5), pages 853-868, June.
- Lelyveld, Iman van & Liedorp, Franka, 2004.
"Interbank Contagion in the Dutch Banking Sector,"
651, University Library of Munich, Germany, revised 11 Jul 2005.
- Markwat, Thijs & Kole, Erik & van Dijk, Dick, 2009.
"Contagion as a domino effect in global stock markets,"
Journal of Banking & Finance,
Elsevier, vol. 33(11), pages 1996-2012, November.
- Markwat, T.D. & Kole, H.J.W.G. & van Dijk, D.J.C., 2008. "Contagion as Domino Effect in Global Stock Markets," ERIM Report Series Research in Management ERS-2008-071-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
- George Sheldon & Martin Maurer, 1998. "Interbank Lending and Systemic Risk: An Empirical Analysis for Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 134(IV), pages 685-704, December.
- Douglas W. Diamond & Philip H. Dybvig, 2000.
"Bank runs, deposit insurance, and liquidity,"
Federal Reserve Bank of Minneapolis, issue Win, pages 14-23.
- Iori, Giulia & Jafarey, Saqib & Padilla, Francisco G., 2006. "Systemic risk on the interbank market," Journal of Economic Behavior & Organization, Elsevier, vol. 61(4), pages 525-542, December.
- James, Christopher, 1991. " The Losses Realized in Bank Failures," Journal of Finance, American Finance Association, vol. 46(4), pages 1223-42, September.
- Furfine, Craig H, 2003. " Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-28, February.
- Pais, Amelia & Stork, Philip A., 2011. "Contagion risk in the Australian banking and property sectors," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 681-697, March.
- Castiglionesi, Fabio, 2007. "Financial contagion and the role of the central bank," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 81-101, January.
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