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Network Analysis of the e-MID Overnight Money Market: The Informational Value of Different Aggregation Levels for Intrinsic Dynamic Processes

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  • Karl Finger
  • Daniel Fricke
  • Thomas Lux

Abstract

In this paper, we analyze the network properties of the Italian e-MID data based on overnight loans during the period 1999-2010. We show that the networks appear to be random at the daily level, but contain significant non-random structure for longer aggregation periods. In this sense, the daily networks cannot be considered as being representative for the underlying `latent' network. Rather, the development of various network statistics under time aggregation points toward strong non-random determinants of link formation. We also identify the global financial crisis as a significant structural break for many network measures

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Bibliographic Info

Paper provided by Kiel Institute for the World Economy in its series Kiel Working Papers with number 1782.

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Length: 26 pages
Date of creation: Jul 2012
Date of revision:
Handle: RePEc:kie:kieliw:1782

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Keywords: interbank market; network models; financial crisis;

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  1. Wilkinson, Ian & Young, Louise, 2002. "On cooperating: firms, relations and networks," Journal of Business Research, Elsevier, vol. 55(2), pages 123-132, February.
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  3. Iori, Giulia & De Masi, Giulia & Precup, Ovidiu Vasile & Gabbi, Giampaolo & Caldarelli, Guido, 2008. "A network analysis of the Italian overnight money market," Journal of Economic Dynamics and Control, Elsevier, vol. 32(1), pages 259-278, January.
  4. Beaupain, Renaud & Durré, Alain, 2012. "Nonlinear liquidity adjustments in the euro area overnight money market," Working Paper Series 1500, European Central Bank.
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  9. Brodt, Abraham I., 1978. "A dynamic balance sheet management model for a Canadian chartered bank," Journal of Banking & Finance, Elsevier, vol. 2(3), pages 221-241, October.
  10. G. De Masi & G. Iori & G. Caldarelli, 2006. "A fitness model for the Italian Interbank Money Market," Papers physics/0610108, arXiv.org.
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  13. Kimmo Soramaki & Morten L. Bech & Jeffrey Arnold & Robert J. Glass & Walter Beyeler, 2006. "The topology of interbank payment flows," Staff Reports 243, Federal Reserve Bank of New York.
  14. 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.
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Cited by:
  1. Daniel Fricke & Karl Finger & Thomas Lux, 2013. "On Assortative and Disassortative Mixing Scale-Free Networks: The Case of Interbank Credit Networks," Kiel Working Papers 1830, Kiel Institute for the World Economy.
  2. Daniel Fricke & Thomas Lux, 2013. "On the Distribution of Links in the Interbank Network: Evidence from the e-Mid Overnight Money Market," Kiel Working Papers 1819, Kiel Institute for the World Economy.
  3. Mattia Montagna & Thomas Lux, 2013. "Hubs and resilience: towards more realistic models of the interbank markets," Kiel Working Papers 1826, Kiel Institute for the World Economy.

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