The network structure of the CDS market and its determinants
AbstractThis paper analyses the network structure of the credit default swap (CDS) market, using a unique sample of counterparties’ bilateral notional exposures to CDS on 642 sovereign and financial reference entities. We study the network structure, similarly to the literature on interbank and payment systems, by computing a variety of network metrics at the aggregated level and for several subnetworks. At a reference entity level, we analyse the determinants of some key network properties for large reference entities. Our main results, obtained on a sub-sample of 191 reference entities, are the following. First, the CDS network shows topological similarities with the interbank network, as we document a “small world” structure and a scale-free degree distribution for the CDS market. Second, there is considerable heterogeneity in the network structures across reference entities. In particular, the outstanding debt volume and its structure (maturity, collateralization), the riskiness, the type (sovereign/financial) and the location (European/non-European) of reference entities significantly influence the size, the activity and the concentration of the CDS exposure network. For instance, the network on a high-volatility reference entity is typically more active, larger in size and less concentrated. JEL Classification: G15
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Bibliographic InfoPaper provided by European Central Bank in its series Working Paper Series with number 1583.
Date of creation: Aug 2013
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- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
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- Arora, Navneet & Gandhi, Priyank & Longstaff, Francis A., 2012. "Counterparty credit risk and the credit default swap market," Journal of Financial Economics, Elsevier, vol. 103(2), pages 280-293.
- Papke, Leslie E & Wooldridge, Jeffrey M, 1996.
"Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 11(6), pages 619-32, Nov.-Dec..
- Leslie E. Papke & Jeffrey M. Wooldridge, 1993. "Econometric Methods for Fractional Response Variables with an Application to 401(k) Plan Participation Rates," NBER Technical Working Papers 0147, National Bureau of Economic Research, Inc.
- Georg, Co-Pierre, 2011. "The effect of the interbank network structure on contagion and common shocks," Discussion Paper Series 2: Banking and Financial Studies 2011,12, Deutsche Bundesbank, Research Centre.
- 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.
- Iori, G. & Masi, G. D. & Precup, O. V. & Gabbi, G. & Caldarelli, G., 2005. "A network analysis of the Italian oversight money market," Working Papers 05/05, Department of Economics, City University London.
- Gregory R. Duffee and Chunsheng Zhou., 1999.
"Credit Derivatives in Banking: Useful Tools for Managing Risk?,"
Research Program in Finance Working Papers
RPF-289, University of California at Berkeley.
- Duffee, Gregory R. & Zhou, Chunsheng, 2001. "Credit derivatives in banking: Useful tools for managing risk?," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 25-54, August.
- Gregory R. Duffee & Chunsheng Zhou, 1997. "Credit derivatives in banking: useful tools for managing risk?," Finance and Economics Discussion Series 1997-13, Board of Governors of the Federal Reserve System (U.S.).
- Duffee, Gregory R. & Zhou, Chunseng, 1999. "Credit Derivatives in Banking: Useful Tools for Managing Risk?," Research Program in Finance, Working Paper Series qt7g67n911, Research Program in Finance, Institute for Business and Economic Research, UC Berkeley.
- 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.
- Ejsing, Jacob & Lemke, Wolfgang, 2011. "The Janus-headed salvation: Sovereign and bank credit risk premia during 2008-2009," Economics Letters, Elsevier, vol. 110(1), pages 28-31, January.
- Lee, Seung Hwan, 2013. "Systemic liquidity shortages and interbank network structures," Journal of Financial Stability, Elsevier, vol. 9(1), pages 1-12.
- Acharya, Viral V. & Johnson, Timothy C., 2007.
"Insider trading in credit derivatives,"
Journal of Financial Economics,
Elsevier, vol. 84(1), pages 110-141, April.
- Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2013. "Systemic Risk and Stability in Financial Networks," NBER Working Papers 18727, National Bureau of Economic Research, Inc.
- Morten L. Bech & Enghin Atalay, 2008.
"The topology of the federal funds market,"
354, Federal Reserve Bank of New York.
- Bech, Morten L. & Atalay, Enghin, 2010. "The topology of the federal funds market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(22), pages 5223-5246.
- Dorogovtsev, S.N. & Mendes, J.F.F., 2003. "Evolution of Networks: From Biological Nets to the Internet and WWW," OUP Catalogue, Oxford University Press, number 9780198515906.
- Stulz, Rene M., 2009.
"Credit Default Swaps and the Credit Crisis,"
Working Paper Series
2009-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
- M. Goldstein & S. Morris & G. Yen, 2004. "Problems with fitting to the power-law distribution," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, vol. 41(2), pages 255-258, 09.
- Markose, Sheri & Giansante, Simone & Shaghaghi, Ali Rais, 2012. "‘Too interconnected to fail’ financial network of US CDS market: Topological fragility and systemic risk," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 627-646.
- Silvia Gabrieli, 2011. "The microstructure of the money market before and after the financial crisis: a network perspective," CEIS Research Paper 181, Tor Vergata University, CEIS, revised 19 Jan 2011.
- Francis A. Longstaff & Jun Pan & Lasse H. Pedersen & Kenneth J. Singleton, 2011.
"How Sovereign Is Sovereign Credit Risk?,"
American Economic Journal: Macroeconomics,
American Economic Association, vol. 3(2), pages 75-103, April.
- Gai, Prasanna & Kapadia, Sujit, 2010. "Contagion in financial networks," Bank of England working papers 383, Bank of England.
- Fontana, Alessandro & Scheicher, Martin, 2010. "An analysis of euro area sovereign CDS and their relation with government bonds," Working Paper Series 1271, European Central Bank.
- Upper, Christian, 2011. "Simulation methods to assess the danger of contagion in interbank markets," Journal of Financial Stability, Elsevier, vol. 7(3), pages 111-125, August.
- Minoiu, Camelia & Reyes, Javier A., 2013. "A network analysis of global banking: 1978–2010," Journal of Financial Stability, Elsevier, vol. 9(2), pages 168-184.
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