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How does risk flow in the credit default swap market?

Author

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  • D'Errico, Marco
  • Battiston, Stefano
  • Peltonen, Tuomas A.
  • Scheicher, Martin

Abstract

We develop a framework to analyse the Credit Default Swaps (CDS) market as a network of risk transfers among counterparties. From a theoretical perspective, we introduce the notion of flow-of-risk and provide sufficient conditions for a bow-tie network architecture to endogenously emerge as a result of intermediation. This architecture shows three distinct sets of counterparties: i) Ultimate Risk Sellers (URS), ii) Dealers (indirectly connected to each other), iii) Ultimate Risk Buyers (URB). We show that the probability of widespread distress due to counterparty risk is higher in a bow-tie architecture than in more fragmented network structures. Empirically, we analyse a unique global dataset of bilateral CDS exposures on major sovereign and financial reference entities in 2011 −2014. We find the presence of a bow-tie network architecture consistently across both reference entities and time, and thatt the flow-of-risk originates from a large number of URSs (e.g. hedge funds) and ends up in a few leading URBs, most of which are non-banks (in particular asset managers). Finally, the analysis of the CDS portfolio composition of the URBs shows a high level of concentration: in particular, the top URBs often show large exposures to potentially correlated reference entities. JEL Classification: G10, G15

Suggested Citation

  • D'Errico, Marco & Battiston, Stefano & Peltonen, Tuomas A. & Scheicher, Martin, 2016. "How does risk flow in the credit default swap market?," ESRB Working Paper Series 33, European Systemic Risk Board.
  • Handle: RePEc:srk:srkwps:201633
    Note: 355041
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    as
    1. Craig, Ben & von Peter, Goetz, 2014. "Interbank tiering and money center banks," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 322-347.
    2. Stefania Vitali & James B Glattfelder & Stefano Battiston, 2011. "The Network of Global Corporate Control," PLOS ONE, Public Library of Science, vol. 6(10), pages 1-6, October.
    3. Benos, Evangelos & Wetherilt, Anne & Zikes, Filip, 2013. "Financial Stability Paper No 25: The structure and dynamics of the UK CDS market," Bank of England Financial Stability Papers 25, Bank of England.
    4. Fontana, Alessandro & Scheicher, Martin, 2016. "An analysis of euro area sovereign CDS and their relation with government bonds," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 126-140.
    5. Lyons, Richard K., 1995. "Tests of microstructural hypotheses in the foreign exchange market," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 321-351.
    6. Dan Li & Norman Schürhoff, 2019. "Dealer Networks," Journal of Finance, American Finance Association, vol. 74(1), pages 91-144, February.
    7. Martin Oehmke & Adam Zawadowski, 2017. "The Anatomy of the CDS Market," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 80-119.
    8. Oehmke, Martin & Zawadowski, Adam, 2016. "The anatomy of the CDS market," LSE Research Online Documents on Economics 118964, London School of Economics and Political Science, LSE Library.
    9. Oliver Hansch & Narayan Y. Naik & S. Viswanathan, 1999. "Preferencing, Internalization, Best Execution, and Dealer Profits," Journal of Finance, American Finance Association, vol. 54(5), pages 1799-1828, October.
    10. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    11. Paolo Barucca & Marco Bardoscia & Fabio Caccioli & Marco D'Errico & Gabriele Visentin & Guido Caldarelli & Stefano Battiston, 2016. "Network Valuation in Financial Systems," Papers 1606.05164, arXiv.org, revised Jun 2020.
    12. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    13. Adam Zawadowski, 2013. "Entangled Financial Systems," The Review of Financial Studies, Society for Financial Studies, vol. 26(5), pages 1291-1323.
    14. Duffie, Darrell & Scheicher, Martin & Vuillemey, Guillaume, 2015. "Central clearing and collateral demand," Journal of Financial Economics, Elsevier, vol. 116(2), pages 237-256.
    15. Darrell Duffie, 2012. "Over-The-Counter Markets," Introductory Chapters, in: Dark Markets: Asset Pricing and Information Transmission in Over-the-Counter Markets, Princeton University Press.
    16. Joseph E. Stiglitz, 2010. "Risk and Global Economic Architecture: Why Full Financial Integration May Be Undesirable," American Economic Review, American Economic Association, vol. 100(2), pages 388-392, May.
    17. Amihud, Yakov & Mendelson, Haim, 1980. "Dealership market : Market-making with inventory," Journal of Financial Economics, Elsevier, vol. 8(1), pages 31-53, March.
    18. repec:bla:jfinan:v:53:y:1998:i:5:p:1657-1703 is not listed on IDEAS
    19. Sean D. Campbell & Joshua H. Gallin, 2014. "Risk Transfer Across Economic Sectors using Credit Default Swaps," FEDS Notes 2014-09-03, Board of Governors of the Federal Reserve System (U.S.).
    20. Marco D'Errico & Tarik Roukny, 2017. "Compressing Over-the-Counter Markets," Papers 1705.07155, arXiv.org, revised Jun 2019.
    21. 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.
    22. Martin Oehmke & Adam Zawadowski, 2015. "Synthetic or Real? The Equilibrium Effects of Credit Default Swaps on Bond Markets," The Review of Financial Studies, Society for Financial Studies, vol. 28(12), pages 3303-3337.
    23. Matthew Elliott & Benjamin Golub & Matthew O. Jackson, 2014. "Financial Networks and Contagion," American Economic Review, American Economic Association, vol. 104(10), pages 3115-3153, October.
    24. Rama Cont, 2010. "Credit default swaps and financial stability," Post-Print hal-00545742, HAL.
    25. Allen, Franklin & Santomero, Anthony M., 1997. "The theory of financial intermediation," Journal of Banking & Finance, Elsevier, vol. 21(11-12), pages 1461-1485, December.
    26. Rene M. Stulz, 2010. "Credit Default Swaps and the Credit Crisis," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 73-92, Winter.
    27. D'Errico, Marco & Roukny, Tarik, 2017. "Compressing over-the-counter markets," ESRB Working Paper Series 44, European Systemic Risk Board.
    28. Adrian, T. & Shin, H S., 2008. "Liquidity and financial contagion," Financial Stability Review, Banque de France, issue 11, pages 1-7, February.
    29. Meraj Allahrakha & Paul Glasserman & Peyton Young, 2015. "Systemic Importance Indicators for 33 U.S. Bank Holding Companies: An Overview of Recent Data," Briefs 15-01, Office of Financial Research, US Department of the Treasury.
    30. Guillaume Plantin & Haresh Sapra & Hyun Song Shin, 2008. "Marking‐to‐Market: Panacea or Pandora's Box?," Journal of Accounting Research, Wiley Blackwell, vol. 46(2), pages 435-460, May.
    31. Battiston Stefano & Caldarelli Guido & D’Errico Marco & Gurciullo Stefano, 2016. "Leveraging the network: A stress-test framework based on DebtRank," Statistics & Risk Modeling, De Gruyter, vol. 33(3-4), pages 117-138, December.
    32. Glasserman, Paul & Young, H. Peyton, 2015. "How likely is contagion in financial networks?," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 383-399.
    33. Flood, Mark D., 1994. "Market structure and inefficiency in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 13(2), pages 131-158, April.
    34. Oehmke, Martin & Zawadowski, Adam, 2015. "Synthetic or real? The equilibrium effects of credit default swaps on bond markets," LSE Research Online Documents on Economics 84511, London School of Economics and Political Science, LSE Library.
    35. Gabriele Visentin & Stefano Battiston & Marco D'Errico, 2016. "Rethinking Financial Contagion," Papers 1608.07831, arXiv.org.
    36. Markus Brunnermeier & Laurent Clerc & Yanis El Omari & Silvia Gabrieli & Steffen Kern & Christoph Memmel & Tuomas Peltonen & Natalia Podlich & Martin Scheicher & Guillaume Vuillemey, 2013. "Assessing contagion risks from the CDS market," ESRB Occasional Paper Series 04, European Systemic Risk Board.
    37. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    38. Castrén, Olli & Kavonius, Ilja Kristian, 2009. "Balance Sheet Interlinkages and Macro-Financial Risk Analysis in the Euro Area," Working Paper Series 1124, European Central Bank.
    39. Abad, Jorge & Aldasoro, Iñaki & Aymanns, Christoph & D'Errico, Marco & Hoffmann, Peter & Langfield, Sam & Neychev, Martin & Roukny, Tarik & Rousová, Linda, 2016. "Shedding light on dark markets: First insights from the new EU-wide OTC derivatives dataset," ESRB Occasional Paper Series 11, European Systemic Risk Board.
    40. Leo Katz, 1953. "A new status index derived from sociometric analysis," Psychometrika, Springer;The Psychometric Society, vol. 18(1), pages 39-43, March.
    41. D'Errico, Marco & Macchiarelli, Corrado & Serafini, Roberta, 2015. "Differently unequal: Zooming-in on the distributional dimensions of the crisis in euro area countries," Economic Modelling, Elsevier, vol. 48(C), pages 93-115.
    42. Peltonen, Tuomas A. & Scheicher, Martin & Vuillemey, Guillaume, 2014. "The network structure of the CDS market and its determinants," Journal of Financial Stability, Elsevier, vol. 13(C), pages 118-133.
    43. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    44. Damiano Brigo & Kyriakos Chourdakis, 2009. "Counterparty Risk For Credit Default Swaps: Impact Of Spread Volatility And Default Correlation," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 12(07), pages 1007-1026.
    45. Cont, R., 2010. "Credit default swaps and financial stability," Financial Stability Review, Banque de France, issue 14, pages 35-43, July.
    46. Paul Glasserman & Peyton Young, 2015. "Contagion in Financial Networks," Economics Series Working Papers 764, University of Oxford, Department of Economics.
    47. Lyons, Richard K., 1997. "A simultaneous trade model of the foreign exchange hot potato," Journal of International Economics, Elsevier, vol. 42(3-4), pages 275-298, May.
    48. Brunnermeier, M. & Clerc, L. & Scheicher, M., 2013. "Assessing contagion risks in the CDS market," Financial Stability Review, Banque de France, issue 17, pages 123-134, April.
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    More about this item

    Keywords

    credit default swap; financial networks; flow-of-risk; network architecture; systemic risk;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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