IDEAS home Printed from https://ideas.repec.org/a/mnb/bullet/v6y2011i3p36-50.html
   My bibliography  Save this article

Variance decomposition of sovereign CDS spreads

Author

Listed:
  • Zalán Kocsis

    (Magyar Nemzeti Bank (central bank of Hungary))

  • Dénes Nagy

    (Széchenyi Tõkealap-kezelõ Zrt. (Széchenyi Venture Capital Fund))

Abstract

In this paper we analyse the information content of correlations between daily changes in CDS spreads. Using factor analysis, we can break down the variance of CDS spreads into global, regional and country-specific components. Our results confirm the finding of other studies, namely that there is a strong global factor underlying credit risk spreads. Comparison of different time samples reveals that the global correlation of spreads has become stronger during the financial crisis; at present, the global factor universally affects emerging and developed countries. CDS spreads are most strongly correlated with other countries in geographically interpretable regional country groups. The Hungarian CDS spread generally follows the global factor; in recent years, the escalating crisis on the periphery of the euro area has also affected the country’s spreads. From the summer of 2010 until the end of the year, country-specific events led to a considerable deterioration in Hungary’s risk assessment. However, the shift in the government’s fiscal policy stance in early 2011 restored most of the lost investor confidence.

Suggested Citation

  • Zalán Kocsis & Dénes Nagy, 2011. "Variance decomposition of sovereign CDS spreads," MNB Bulletin (discontinued), Magyar Nemzeti Bank (Central Bank of Hungary), vol. 6(3), pages 36-50, October.
  • Handle: RePEc:mnb:bullet:v:6:y:2011:i:3:p:36-50
    as

    Download full text from publisher

    File URL: http://www.mnb.hu/letoltes/kocsis-nagy-en.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lóránt Varga, 2009. "The information content of Hungarian sovereign CDS spreads," MNB Occasional Papers 2009/78, Magyar Nemzeti Bank (Central Bank of Hungary).
    2. Sebastian Edwards, 1983. "LDC's Foreign Borrowing and Default Risk: An Empirical Investigation," NBER Working Papers 1172, National Bureau of Economic Research, Inc.
    3. Kocsis, Zalán & Mosolygó, Zsuzsa, 2006. "A devizakötvény-felárak és a hitelminősítések összefüggése - keresztmetszeti elemzés. A cross-section analysis [The relationship of international bond spreads and sovereign credit ratings]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 769-798.
    4. Barry Eichengreen & Ashoka Mody, 1998. "What Explains Changing Spreads on Emerging-Market Debt: Fundamentals or Market Sentiment?," NBER Working Papers 6408, National Bureau of Economic Research, Inc.
    5. Martín González‐Rozada & Eduardo Levy Yeyati, 2008. "Global Factors and Emerging Market Spreads," Economic Journal, Royal Economic Society, vol. 118(533), pages 1917-1936, November.
    6. Eli M. Remolona & Michela Scatigna & Eliza Wu, 2008. "A ratings-based approach to measuring sovereign risk," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 13(1), pages 26-39.
    7. Carmen Broto & Gabriel Pérez-Quirós, 2011. "Sovereign CDS premia during the crisis and their interpretation as a measure of risk," Economic Bulletin, Banco de España, issue APR, pages 133-142, April.
    8. Edwards, Sebastian, 1986. "The pricing of bonds and bank loans in international markets : An empirical analysis of developing countries' foreign borrowing," European Economic Review, Elsevier, vol. 30(3), pages 565-589, June.
    9. 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.
    10. Steven B. Kamin & Karsten von Kleist, 1999. "The evolution and determinants of emerging market credit spreads in the 1990s," International Finance Discussion Papers 653, Board of Governors of the Federal Reserve System (U.S.).
    11. Edwards, Sebastian, 1984. "LDC Foreign Borrowing and Default Risk: An Empirical Investigation, 1976-80," American Economic Review, American Economic Association, vol. 74(4), pages 726-734, September.
    12. Sy, Amadou N. R., 2002. "Emerging market bond spreads and sovereign credit ratings: reconciling market views with economic fundamentals," Emerging Markets Review, Elsevier, vol. 3(4), pages 380-408, December.
    13. Patrick McGuire & Martijn A Schrijvers, 2003. "Common factors in emerging market spreads," BIS Quarterly Review, Bank for International Settlements, December.
    14. Richard Cantor & Frank Packer, 1996. "Determinants and impact of sovereign credit ratings," Economic Policy Review, Federal Reserve Bank of New York, vol. 2(Oct), pages 37-53.
    15. Lóránt Varga, 2009. "Hungarian sovereign credit risk premium in international comparison during the financial crisis," MNB Bulletin (discontinued), Magyar Nemzeti Bank (Central Bank of Hungary), vol. 4(2), pages 43-52, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Miroslav Klucik, 2015. "Fiscal Adjustment in Slovakia: Findings from a Medium-Scale Econometric Model," Working Papers Working Paper No. 1/2015, Council for Budget Responsibility.
    2. Hasan Murat Ertugrul & Huseyin Ozturk, 2013. "The Drivers of Credit Default Swap Prices: Evidence from Selected Emerging Market Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(S5), pages 228-249, November.
    3. Zalán Kocsis, 2013. "Global, Regional and Country-Specific Components of Financial Market Indicators: An Extraction Method and Applications," MNB Working Papers 2013/3, Magyar Nemzeti Bank (Central Bank of Hungary).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jaramillo, Laura & Weber, Anke, 2013. "Bond yields in emerging economies: It matters what state you are in," Emerging Markets Review, Elsevier, vol. 17(C), pages 169-185.
    2. Martinez, Lisana B. & Terceño, Antonio & Teruel, Mercedes, 2013. "Sovereign bond spreads determinants in Latin American countries: Before and during the XXI financial crisis," Emerging Markets Review, Elsevier, vol. 17(C), pages 60-75.
    3. Jens Hilscher & Yves Nosbusch, 2010. "Determinants of Sovereign Risk: Macroeconomic Fundamentals and the Pricing of Sovereign Debt," Review of Finance, European Finance Association, vol. 14(2), pages 235-262.
    4. Kocsis, Zalan & Monostori, Zoltan, 2016. "The role of country-specific fundamentals in sovereign CDS spreads: Eastern European experiences," Emerging Markets Review, Elsevier, vol. 27(C), pages 140-168.
    5. Philipp Maier & Garima Vasishtha, 2008. "Good Policies or Good Fortune: What Drives the Compression in Emerging Market Spreads?," Staff Working Papers 08-25, Bank of Canada.
    6. Comelli, Fabio, 2012. "Emerging market sovereign bond spreads: Estimation and back-testing," Emerging Markets Review, Elsevier, vol. 13(4), pages 598-625.
    7. Balima, Wenéyam Hippolyte & Combes, Jean-Louis & Minea, Alexandru, 2017. "Sovereign debt risk in emerging market economies: Does inflation targeting adoption make any difference?," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 360-377.
    8. Weneyam Hippolyte Balima & Jean-Louis Combes & Alexandru Minea, 2015. "Sovereign Debt Risk in Emerging Countries: Does Inflation Targeting Adoption Make Any Difference?," CERDI Working papers halshs-01128239, HAL.
    9. Ciarlone, Alessio & Piselli, Paolo & Trebeschi, Giorgio, 2009. "Emerging markets' spreads and global financial conditions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(2), pages 222-239, April.
    10. Uribe, Martin & Yue, Vivian Z., 2006. "Country spreads and emerging countries: Who drives whom?," Journal of International Economics, Elsevier, vol. 69(1), pages 6-36, June.
    11. Eichler, Stefan & Maltritz, Dominik, 2013. "The term structure of sovereign default risk in EMU member countries and its determinants," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 1810-1816.
    12. Blommestein, Hans & Eijffinger, Sylvester & Qian, Zongxin, 2016. "Regime-dependent determinants of Euro area sovereign CDS spreads," Journal of Financial Stability, Elsevier, vol. 22(C), pages 10-21.
    13. Juttner, D. Johannes & Chung, David & Leung, Wayne, 2006. "Emerging market bond returns--An investor perspective," Journal of Multinational Financial Management, Elsevier, vol. 16(2), pages 105-121, April.
    14. Audzeyeva, Alena & Schenk-Hoppé, Klaus Reiner, 2010. "The role of country, regional and global market risks in the dynamics of Latin American yield spreads," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(4), pages 404-422, October.
    15. Francis, Johanna L. & Aykut, Dilek & Tereanu, Eugen, 2014. "The cost of private debt over the credit cycle," Journal of International Money and Finance, Elsevier, vol. 41(C), pages 146-181.
    16. Maltritz, Dominik & Molchanov, Alexander, 2014. "Country credit risk determinants with model uncertainty," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 224-234.
    17. Aït-Sahalia, Yacine & Laeven, Roger J.A. & Pelizzon, Loriana, 2014. "Mutual excitation in Eurozone sovereign CDS," Journal of Econometrics, Elsevier, vol. 183(2), pages 151-167.
    18. Galariotis, Emilios C. & Makrichoriti, Panagiota & Spyrou, Spyros, 2016. "Sovereign CDS spread determinants and spill-over effects during financial crisis: A panel VAR approach," Journal of Financial Stability, Elsevier, vol. 26(C), pages 62-77.
    19. Agur, Itai & Chan, Melissa & Goswami, Mangal & Sharma, Sunil, 2019. "On international integration of emerging sovereign bond markets," Emerging Markets Review, Elsevier, vol. 38(C), pages 347-363.
    20. Salvatore Dell’Erba & Emanuele Baldacci & Tigran Poghosyan, 2013. "Spatial spillovers in emerging market spreads," Empirical Economics, Springer, vol. 45(2), pages 735-756, October.

    More about this item

    Keywords

    credit spreads; factor analysis; procrustes rotation;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mnb:bullet:v:6:y:2011:i:3:p:36-50. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Maja Bajcsy (email available below). General contact details of provider: https://edirc.repec.org/data/mnbgvhu.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.