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Financial Stability in European Banking: The Role of Common Factors

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  • C.J.M. Kool

Abstract

In this paper, I investigate the development and determinants of CDS spreads for 18 major European banks between December 2001 and January 2004 applying factor analysis to daily data. Two clear-cut conclusions can be drawn. First, the dominating first common factor that explains 88 percent of all variation in the system, impacts on all banks in a similar direction. This suggests a strong market integration. However the size of the response of each bank’s CDS spread to the first common factor differs substantially, probably reflecting differences in individual bank’s exposure and riskiness. Second, the first common factor appears significantly related to the European P/E ratio and the European-wide 2-year nominal interest rate. This finding suggests that the common factor may be interpreted as a general indicator of market conditions.

Suggested Citation

  • C.J.M. Kool, 2006. "Financial Stability in European Banking: The Role of Common Factors," Working Papers 06-13, Utrecht School of Economics.
    • Handle: RePEc:use:tkiwps:0613
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    References listed on IDEAS

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    1. Berger, Allen N & Davies, Sally M & Flannery, Mark J, 2000. "Comparing Market and Supervisory Assessments of Bank Performance: Who Knows What When?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 641-667, August.
    2. Gropp, Reint & Vesala, Jukka & Vulpes, Giuseppe, 2006. "Equity and Bond Market Signals as Leading Indicators of Bank Fragility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 399-428, March.
    3. Didier Cossin & Tomas Hricko & Daniel Aunon-Nerin & Zhijiang Huang, 2002. "Exploring for the Determinants of Credit Risk in Credit Default Swap Transaction Data: Is Fixed-Income Markets’ Information Suffcient to Evaluate Credit Risk?," FAME Research Paper Series rp65, International Center for Financial Asset Management and Engineering.
    4. Diana Hancock & Myron Kwast, 2001. "Using Subordinated Debt to Monitor Bank Holding Companies: Is it Feasible?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 20(2), pages 147-187, October.
    5. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    6. Patrick Houweling & Ton Vorst, 2001. "An Empirical Comparison of Default Swap Pricing Models," Finance 0112003, University Library of Munich, Germany.
    7. Granger, Clive W J & Haldrup, Niels, 1997. "Separation in Cointegrated Systems and Persistent-Transitory Decompositions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(4), pages 449-463, November.
    8. Gonzalo, Jesus & Granger, Clive W J, 1995. "Estimation of Common Long-Memory Components in Cointegrated Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 27-35, January.
    9. Edwin J. Elton & Martin J. Gruber & Deepak Agrawal & Christopher Mann, 2001. "Explaining the Rate Spread on Corporate Bonds," Journal of Finance, American Finance Association, vol. 56(1), pages 247-277, February.
    10. Swidler, Steve & Wilcox, James A., 2002. "Information about bank risk in options prices," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1033-1057, May.
    11. Urs W. Birchler & Diana Hancock, 2003. "What does the yield on subordinated bank debt measure?," Finance and Economics Discussion Series 2004-19, Board of Governors of the Federal Reserve System (U.S.).
    12. Norden, Lars & Weber, Martin, 2004. "The comovement of credit default swap, bond and stock markets: An empirical analysis," CFS Working Paper Series 2004/20, Center for Financial Studies (CFS).
    13. Hull, John & Predescu, Mirela & White, Alan, 2004. "The relationship between credit default swap spreads, bond yields, and credit rating announcements," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2789-2811, November.
    14. Krainer, John & Lopez, Jose A, 2004. "Incorporating Equity Market Information into Supervisory Monitoring Models," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 1043-1067, December.
    15. Roberto Blanco & Simon Brennan & Ian W Marsh, 2004. "An empirical analysis of the dynamic relationship between investment-grade bonds and credit default swaps," Bank of England working papers 211, Bank of England.
    16. Haibin Zhu, 2004. "An empirical comparison of credit spreads between the bond market and the credit default swap market," BIS Working Papers 160, Bank for International Settlements.
    17. Flannery, Mark J, 1998. "Using Market Information in Prudential Bank Supervision: A Review of the U.S. Empirical Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 273-305, August.
    18. Longstaff, Francis A. & Mithal, Sanjay & Neis, Eric, 2004. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit-Default Swap Market, previously titled: "The Credit-Default Swap Market: Is Credit Protection Priced Correctly?&qu," University of California at Los Angeles, Anderson Graduate School of Management qt8gn7h03k, Anderson Graduate School of Management, UCLA.
    19. DeYoung, Robert, et al, 2001. "The Information Content of Bank Exam Ratings and Subordinated Debt Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 900-925, November.
    20. R. Alton Gilbert, 1990. "Market discipline of bank risk: theory and evidence," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 3-18.
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    Cited by:

    1. Seungjun Lee & Jaewoon Koo & Youngsik Kwak, 2014. "Determinants Of Common Factors In Korean Banks’ Credit Default Swap Premiums," American Journal of Economics and Business Administration, Science Publications, vol. 6(3), pages 100-108, December.
    2. Mejra Festić & Sebastijan Repina & Alenka Kavkler, 2009. "The overheating of five EU new member states and cyclicality of systemic risk in the banking sector," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 10(3), pages 219-232, May.
    3. Pilar Gómez-Fernández-Aguado & Purificación Parrado-Martínez & Antonio Partal-Ureña, 2018. "Risk Profile Indicators and Spanish Banks’ Probability of Default from a Regulatory Approach," Sustainability, MDPI, vol. 10(4), pages 1-16, April.
    4. Alenka Kavkler & Mejra Festić, 2010. "The Trade Deficit and Banking Sector Results in Romania and Bulgaria," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 12(27), pages 199-213, February.

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    More about this item

    Keywords

    Credit Default Swap Spreads; Risk Premium; Financial Integration;
    All these keywords.

    JEL classification:

    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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