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“The robustness of the sovereign-bank interconnection: Evidence from contingent claims analysis”

Author

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  • Marta Gómez-Puig

    (Risckcenter Research group–IREA. Av. Diagonal 696; 08034 Barcelona ,Spain)

  • Simón Sosvilla-Rivero

    (Complutense Institute of International Economics, Universidad Complutense de Madrid, Spain)

  • Manish K. Singh

    (Risckcenter Research group–IREA. Av. Diagonal 696; 08034 Barcelona ,Spain)

Abstract

We analyze the interconnection between the sovereign and banking sector risk in the peripheral euro area countries over the 2004Q4-2013Q2 period. Applying the contingent claims methodology, we build indicators of sovereign and banking sector risk (incorporating both market and balance sheet based information) and assess their interconnection in comparison with existing market-based indicators of banking and sovereign distress. We use three different statistical measures of interconnection based on principal components analysis, Granger causality network and Diebold-Yilmaz's connectedness index, and apply them to quarterly credit risk data. The empirical results shows strong connectedness and comovement between country-level banking and sovereign risk indicators. We find evidence of bi-directional bank-sovereign linkage for Spain and Italy during the European sovereign debt crisis period. For the late crisis period, we find weak interconnection and more divergence across the various risk indicators. Our findings also suggest that secondary and derivatives market indices are more driven by common underlying factors than are contingent claim based risk measures.

Suggested Citation

  • Marta Gómez-Puig & Simón Sosvilla-Rivero & Manish K. Singh, 2018. "“The robustness of the sovereign-bank interconnection: Evidence from contingent claims analysis”," IREA Working Papers 201804, University of Barcelona, Research Institute of Applied Economics, revised Feb 2018.
  • Handle: RePEc:ira:wpaper:201804
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    as
    1. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    2. Aghion, Philippe & Bolton, Patrick & Dewatripont, Mathias, 2000. "Contagious bank failures in a free banking system," European Economic Review, Elsevier, vol. 44(4-6), pages 713-718, May.
    3. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    4. Yehning Chen, 1999. "Banking Panics: The Role of the First-Come, First-Served Rule and Information Externalities," Journal of Political Economy, University of Chicago Press, vol. 107(5), pages 946-968, October.
    5. Silvia Ardagna & Francesco Caselli, 2014. "The Political Economy of the Greek Debt Crisis: A Tale of Two Bailouts," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 291-323, October.
    6. Singh, Manish K. & Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2015. "Bank risk behavior and connectedness in EMU countries," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 161-184.
    7. Acharya, Viral V. & Thakor, Anjan V., 2016. "The dark side of liquidity creation: Leverage and systemic risk," Journal of Financial Intermediation, Elsevier, vol. 28(C), pages 4-21.
    8. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    9. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    10. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    11. Carlo Altavilla & Marco Pagano & Saverio Simonelli, 2017. "Bank Exposures and Sovereign Stress Transmission," Review of Finance, European Finance Association, vol. 21(6), pages 2103-2139.
    12. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    13. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    14. Huizinga, Harry & Ioannidou, Vasso & Horváth, Bálint, 2015. "Determinants and Valuation Effects of the Home Bias in European Banks' Sovereign Debt Portfolios," CEPR Discussion Papers 10661, C.E.P.R. Discussion Papers.
    15. Khandani, Amir E. & Lo, Andrew W., 2011. "What happened to the quants in August 2007? Evidence from factors and transactions data," Journal of Financial Markets, Elsevier, vol. 14(1), pages 1-46, February.
    16. 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.
    17. Viral V. Acharya & Tanju Yorulmazer, 2008. "Cash-in-the-Market Pricing and Optimal Resolution of Bank Failures," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2705-2742, November.
    18. Viral V. Acharya & Douglas Gale & Tanju Yorulmazer, 2011. "Rollover Risk and Market Freezes," Journal of Finance, American Finance Association, vol. 66(4), pages 1177-1209, August.
    19. Steven Ongena & Alexander Popov & Neeltje Van Horen, 2019. "The Invisible Hand of the Government: Moral Suasion during the European Sovereign Debt Crisis," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 346-379, October.
    20. De Grauwe, Paul & Ji, Yuemei, 2013. "Self-fulfilling crises in the Eurozone: An empirical test," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 15-36.
    21. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    22. Franklin Allen & Douglas Gale, 2004. "Financial Intermediaries and Markets," Econometrica, Econometric Society, vol. 72(4), pages 1023-1061, July.
    23. Emmanuel Farhi & Jean Tirole, 2018. "Deadly Embrace: Sovereign and Financial Balance Sheets Doom Loops," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1781-1823.
    24. Singh, Manish K. & Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2016. "Sovereign-bank linkages: Quantifying directional intensity of risk transfers in EMU countries," Journal of International Money and Finance, Elsevier, vol. 63(C), pages 137-164.
    25. Thornton, Daniel L & Batten, Dallas S, 1985. "Lag-Length Selection and Tests of Granger Causality between Money and Income," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 164-178, May.
    26. Alter, Adrian & Schüler, Yves S., 2012. "Credit spread interdependencies of European states and banks during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3444-3468.
    27. Erdal Atukeren, 2005. "Measuring the strength of cointegration and Granger-causality," Applied Economics, Taylor & Francis Journals, vol. 37(14), pages 1607-1614.
    28. Emmanuel Farhi & Jean Tirole, 2012. "Collective Moral Hazard, Maturity Mismatch, and Systemic Bailouts," American Economic Review, American Economic Association, vol. 102(1), pages 60-93, February.
    29. Kallestrup, René & Lando, David & Murgoci, Agatha, 2016. "Financial sector linkages and the dynamics of bank and sovereign credit spreads," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 374-393.
    30. Paul De Grauwe, 2014. "The Governance of a Fragile Eurozone," World Scientific Book Chapters, in: Exchange Rates and Global Financial Policies, chapter 12, pages 297-320, World Scientific Publishing Co. Pte. Ltd..
    31. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    32. Jeromin Zettelmeyer & Christoph Trebesch & Mitu Gulati, 2013. "The Greek debt restructuring: an autopsy [Greek bond buyback boondoggle]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(75), pages 513-563.
    33. Heider, Florian & Hoerova, Marie & Holthausen, Cornelia, 2015. "Liquidity hoarding and interbank market rates: The role of counterparty risk," Journal of Financial Economics, Elsevier, vol. 118(2), pages 336-354.
    34. Ardagna, Silvia & Caselli, Francesco, 2014. "The political economy of the Greek debt crisis: a tale of two bailouts," LSE Research Online Documents on Economics 60112, London School of Economics and Political Science, LSE Library.
    35. Douglas W. Diamond & Raghuram G. Rajan, 2005. "Liquidity Shortages and Banking Crises," Journal of Finance, American Finance Association, vol. 60(2), pages 615-647, April.
    36. Beltratti, Andrea & Stulz, Rene M., 2015. "Bank Sovereign Bond Holdings, Sovereign Shock Spillovers, and Moral Hazard durning the European Crisis," Working Paper Series 2015-06, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    37. Filippo De Marco & Marco Macchiavelli, 2016. "The Political Origin of Home Bias: The Case of Europe," Finance and Economics Discussion Series 2016-060, Board of Governors of the Federal Reserve System (U.S.).
    38. Hoover,Kevin D., 2001. "Causality in Macroeconomics," Cambridge Books, Cambridge University Press, number 9780521002882, October.
    39. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    40. Morris Goldstein, 1998. "The Asian Financial Crisis," Policy Briefs PB98-1, Peterson Institute for International Economics.
    41. Morris Goldstein, 1998. "Asian Financial Crisis: Causes, Cures and Systemic Implications, The," Peterson Institute Press: All Books, Peterson Institute for International Economics, number pa55, January.
    42. Viral Acharya & Itamar Drechsler & Philipp Schnabl, 2014. "A Pyrrhic Victory? Bank Bailouts and Sovereign Credit Risk," Journal of Finance, American Finance Association, vol. 69(6), pages 2689-2739, December.
    43. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    44. Dolado, Juan J & Jenkinson, Tim & Sosvilla-Rivero, Simon, 1990. "Cointegration and Unit Roots," Journal of Economic Surveys, Wiley Blackwell, vol. 4(3), pages 249-273.
    45. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    46. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    47. Kimie Harada & Takatoshi Ito & Shuhei Takahashi, 2010. "Is the Distance to Default a Good Measure in Predicting Bank Failures? Case Studies," NBER Working Papers 16182, National Bureau of Economic Research, Inc.
    48. Hsiao, Cheng, 1981. "Autoregressive modelling and money-income causality detection," Journal of Monetary Economics, Elsevier, vol. 7(1), pages 85-106.
    49. Steven Ongena & Alexander Popov & Neeltje Van Horen, 2019. "The Invisible Hand of the Government: Moral Suasion during the European Sovereign Debt Crisis," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 346-379, October.
    50. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
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    More about this item

    Keywords

    sovereign risk; bank risk; sovereign-bank nexus; contingent claims. JEL classification:G13; G21; G33; H63.;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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