Tail dependence of financial stocks and CDS markets: Evidence using copula methods and simulation-based inference
AbstractUsing copula methods and simulation-based inference the authors address the association between the performance of the stocks of European banks and the CDS markets. Their analysis has three purposes: (i) analysing the dependence structure of the markets when extreme events occur; (ii) checking the validity of the conclusion of Merton (On the Pricing of Corporate Debt: The Risk Structure of Interest Rates, 1974) and other similar structural models concerning the intensification of the relationship between stock prices and credit spreads during financial distress periods; (iii) analysing the auto-covariance of the dependence structure. First, the results show symmetric dependence and tail dependency equality between the two markets. This means that, surprisingly, the association between stock prices and spreads of the banking sector does not seem to surge in financial distress periods, contradicting the conclusions of Merton (1974) and other structural models, which could be related with a too-big-to-fail effect. Second, the authors do not detect structural breaks in the dependence structure in a period marked by the U.S. financial crisis (2008) and the European sovereign debt crisis (2010), which posed concerns on the European financial system health. Finally, they find evidence that the dependence between the markets is autoregressive and possibly time variant. The authors suggest that the inexistence of a higher negative tail dependence between the filtered returns may reside in the too-big-to fail effect, that is, credit holders receive a subsidy from governments protecting them from bankruptcy costs, contrary to what happens with equity holders whose capital is wiped-out if the bank fails. --
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Bibliographic InfoPaper provided by Kiel Institute for the World Economy in its series Economics Discussion Papers with number 2013-52.
Date of creation: 2013
Date of revision:
CDS markets; credit risk; contagion; Merton's model; copulas; simulation based inference; banking;
Find related papers by JEL classification:
- G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-10-18 (All new papers)
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- Blume, Marshall E & Keim, Donald B & Patel, Sandeep A, 1991. " Returns and Volatility of Low-Grade Bonds: 1977-1989," Journal of Finance, American Finance Association, vol. 46(1), pages 49-74, March.
- Donald W.K. Andrews, 1990.
"Tests for Parameter Instability and Structural Change with Unknown Change Point,"
Cowles Foundation Discussion Papers
943, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-56, July.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
- Allen, Franklin & Carletti, Elena, 2005.
"Credit risk transfer and contagion,"
CFS Working Paper Series
2005/25, Center for Financial Studies (CFS).
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
- Pierre Collin-Dufresne, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
- Frank Heyde & Ulrike Neyer, 2010. "Credit Default Swaps and the Stability of the Banking Sector-super-," International Review of Finance, International Review of Finance Ltd., vol. 10(s1), pages 27-61.
- Merton, Robert C., 1973.
"On the pricing of corporate debt: the risk structure of interest rates,"
684-73., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- 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 449-70, May.
- 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.
- Tom Doan, . "RATS programs to replicate Gonzalo and Granger JBES 1995 paper," Statistical Software Components RTZ00074, Boston College Department of Economics.
- Gonzalo, Jesús & Granger, C.W.J. (Clive William John), . "Estimation of common long-memory components in cointegrated systems," Open Access publications from Universidad Carlos III de Madrid info:hdl:10016/744, Universidad Carlos III de Madrid.
- Gonzalo, J. & Granger, C., 1992. "Estimation of Common Long-Memory Components in Cointegrated Systems," Papers 4, Boston University - Department of Economics.
- Benjamin Yibin Zhang & Hao Zhou & Haibin Zhu, 2009.
"Explaining Credit Default Swap Spreads with the Equity Volatility and Jump Risks of Individual Firms,"
Review of Financial Studies,
Society for Financial Studies, vol. 22(12), pages 5099-5131, December.
- Benjamin Yibin Zhang & Hao Zhou & Haibin Zhu, 2005. "Explaining credit default swap spreads with the equity volatility and jump risks of individual firms," Finance and Economics Discussion Series 2005-63, Board of Governors of the Federal Reserve System (U.S.).
- Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment-Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
- Avramov, Doron & Chordia, Tarun & Jostova, Gergana & Philipov, Alexander, 2009. "Credit ratings and the cross-section of stock returns," Journal of Financial Markets, Elsevier, vol. 12(3), pages 469-499, August.
- Hasbrouck, Joel, 1995. " One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-99, September.
- Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
- Ammer, John & Cai, Fang, 2011. "Sovereign CDS and bond pricing dynamics in emerging markets: Does the cheapest-to-deliver option matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 369-387, July.
- Kwan, Simon H., 1996. "Firm-specific information and the correlation between individual stocks and bonds," Journal of Financial Economics, Elsevier, vol. 40(1), pages 63-80, January.
- Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
- Patrick Houweling & Ton Vorst, 2002.
"An Empirical Comparison of Default Swap Pricing Models,"
Tinbergen Institute Discussion Papers
02-004/2, Tinbergen Institute.
- Houweling, P. & Vorst, A.C.F., 2002. "An Empirical Comparison of Default Swap Pricing Models," Research Paper ERS-2002-23-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus Uni.
- Patrick Houweling & Ton Vorst, 2001. "An Empirical Comparison of Default Swap Pricing Models," Finance 0112003, EconWPA.
- Forte, Santiago & Peña Sánchez de Rivera, Juan Ignacio, 2009. "Credit spreads: An empirical analysis on the informational content of stocks, bonds, and CDS.," Open Access publications from Universidad Carlos III de Madrid info:hdl:10016/7095, Universidad Carlos III de Madrid.
- Edith S. Hotchkiss & Tavy Ronen, 2002. "The Informational Efficiency of the Corporate Bond Market: An Intraday Analysis," Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1325-1354.
- 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.
- Forte, Santiago & Peña, Juan Ignacio, 2009. "Credit spreads: An empirical analysis on the informational content of stocks, bonds, and CDS," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2013-2025, November.
- Cornell, Bradford & Green, Kevin, 1991. " The Investment Performance of Low-Grade Bond Funds," Journal of Finance, American Finance Association, vol. 46(1), pages 29-48, March.
- Delatte, Anne-Laure & Gex, Mathieu & López-Villavicencio, Antonia, 2012. "Has the CDS market influenced the borrowing cost of European countries during the sovereign crisis?," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 481-497.
- 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.
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