IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v205y2013i1p89-10710.1007-s10479-012-1244-9.html
   My bibliography  Save this article

CDS volatility: the key signal of credit quality

Author

Listed:
  • Rosella Castellano
  • Rita D’Ecclesia

Abstract

This paper investigates the role of CDS volatility in providing information concerning the credit quality of a company. In Castellano and D’Ecclesia (J. Financ. Decis. Mak. 2:27, 2011 ) a first analysis of how CDS quotes respond to rating announcements is provided and it showed that market participants do not rely much on Rating Agencies, especially during periods characterized by very high volatility, i.e. during a financial crisis. Here, a more accurate analysis of the CDS’s ability to provide timely information on the creditworthiness of reference entities is performed, estimating the volatility of CDS quotes by using Exponential GARCH(1,1) models. The event study methodology is applied to a sample of CDS quotes for US and European markets, over the period 2004–2009. Results provide an accurate understanding of market behavior in the presence of news released by Rating Agencies. Overall, market participants seem to provide timely reactions around the event date and we show that the key element of signaling is represented by the changing volatility in CDS quotes, before and after the rating event. Copyright Springer Science+Business Media New York 2013

Suggested Citation

  • Rosella Castellano & Rita D’Ecclesia, 2013. "CDS volatility: the key signal of credit quality," Annals of Operations Research, Springer, vol. 205(1), pages 89-107, May.
    • Handle: RePEc:spr:annopr:v:205:y:2013:i:1:p:89-107:10.1007/s10479-012-1244-9
    DOI: 10.1007/s10479-012-1244-9
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10479-012-1244-9
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10479-012-1244-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sergio Mayordomo & Juan Ignacio Peña & Eduardo S. Schwartz, 2014. "Are All Credit Default Swap Databases Equal?," European Financial Management, European Financial Management Association, vol. 20(4), pages 677-713, September.
    2. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    3. Best, Ronald W, 1997. "The Role of Default Risk in Determining the Market Reaction to Debt Announcements," The Financial Review, Eastern Finance Association, vol. 32(1), pages 87-105, February.
    4. Akhigbe, Aigbe & Madura, Jeff & Whyte, Ann Marie, 1997. "Intra-industry Effects of Bond Rating Adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(4), pages 545-561, Winter.
    5. Ismailescu, Iuliana & Kazemi, Hossein, 2010. "The reaction of emerging market credit default swap spreads to sovereign credit rating changes," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2861-2873, December.
    6. Doron Kliger & Oded Sarig, 2000. "The Information Value of Bond Ratings," Journal of Finance, American Finance Association, vol. 55(6), pages 2879-2902, December.
    7. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    8. Yamaguchi, Keiko, 2008. "Reexamination of stock price reaction to environmental performance: A GARCH application," Ecological Economics, Elsevier, vol. 68(1-2), pages 345-352, December.
    9. Norden, Lars & Weber, Martin, 2004. "Informational efficiency of credit default swap and stock markets: The impact of credit rating announcements," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2813-2843, November.
    10. 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.
    11. Daniel M. Covitz & Paul Harrison, 2003. "Testing conflicts of interest at bond rating agencies with market anticipation: evidence that reputation incentives dominate," Finance and Economics Discussion Series 2003-68, Board of Governors of the Federal Reserve System (U.S.).
    12. Armitage, Seth, 1995. "Event Study Methods and Evidence on Their Performance," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 25-52, March.
    13. Reint Gropp & Anthony J. Richards, 2001. "Rating Agency Actions and the Pricing of Debt and Equity of European Banks: What Can we Infer About Private Sector Monitoring of Bank Soundness?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 30(3), pages 373-398, November.
    14. Aigbe Akhigbe & Jeff Madura & Ann Marie Whyte, 1997. "Intra-Industry Effects Of Bond Rating Adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(4), pages 545-561, December.
    15. Marian Micu & Eli M Remolona & Philip D. Wooldridge, 2006. "The price impact of rating announcements: which announcements matter?," BIS Working Papers 207, Bank for International Settlements.
    16. Katz, Steven, 1974. "The Price Adjustment Process of Bonds to Rating Reclassifications: A Test of Bond Market Efficiency," Journal of Finance, American Finance Association, vol. 29(2), pages 551-559, May.
    17. Corhay, A. & Rad, A. Tourani, 1996. "Conditional heteroskedasticity adjusted market model and an event study," The Quarterly Review of Economics and Finance, Elsevier, vol. 36(4), pages 529-538.
    18. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    19. De Santis, Giorgio & imrohoroglu, Selahattin, 1997. "Stock returns and volatility in emerging financial markets," Journal of International Money and Finance, Elsevier, vol. 16(4), pages 561-579, August.
    20. Steiner, Manfred & Heinke, Volker G, 2001. "Event Study Concerning International Bond Price Effects of Credit Rating Actions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 6(2), pages 139-157, April.
    21. Bremer, Marc & Pettway, Richard H., 2002. "Information and the market's perceptions of Japanese bank risk: Regulation, environment, and disclosure," Pacific-Basin Finance Journal, Elsevier, vol. 10(2), pages 119-139, April.
    22. Akgiray, Vedat, 1989. "Conditional Heteroscedasticity in Time Series of Stock Returns: Evidence and Forecasts," The Journal of Business, University of Chicago Press, vol. 62(1), pages 55-80, January.
    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. Sipan Aslan & Ceylan Yozgatligil & Cem Iyigun, 2018. "Temporal clustering of time series via threshold autoregressive models: application to commodity prices," Annals of Operations Research, Springer, vol. 260(1), pages 51-77, January.
    2. Alexandros Garefalakis & Augustinos Dimitras, 2020. "Looking back and forging ahead: the weighting of ESG factors," Annals of Operations Research, Springer, vol. 294(1), pages 151-189, November.
    3. Gheorghe HURDUZEU & Radu Cristian MUSETESCU & Georgeta Madalina MEGHISAN, 2015. "Financial Market Reaction To Changes In The Volatilities Of Cds Returns," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 152-165, September.
    4. Nidhaleddine Ben Cheikh & Oussama Ben Hmiden & Younes Ben Zaied & Sabri Boubaker, 2021. "Do sovereign credit ratings matter for corporate credit ratings?," Annals of Operations Research, Springer, vol. 297(1), pages 77-114, February.
    5. Ausloos, Marcel & Castellano, Rosella & Cerqueti, Roy, 2016. "Regularities and discrepancies of credit default swaps: a data science approach through Benford's law," Chaos, Solitons & Fractals, Elsevier, vol. 90(C), pages 8-17.
    6. Alexandros Garefalakis & Nikolaos Sariannidis & Christos Lemonakis, 2020. "Narrative disclosure guidelines for CARs: an operational-based tool," Annals of Operations Research, Springer, vol. 294(1), pages 107-122, November.
    7. Rongda Chen & Liu Yang & Weijin Wang & Ling Tang, 2015. "Discovering the impact of systemic and idiosyncratic risk factors on credit spread of corporate bond within the framework of intelligent knowledge management," Annals of Operations Research, Springer, vol. 234(1), pages 3-15, November.
    8. Rosella Castellano & Luisa Scaccia, 2014. "Can CDS indexes signal future turmoils in the stock market? A Markov switching perspective," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 22(2), pages 285-305, June.
    9. Ariel K. H. Lui & Maggie C. M. Lee & Eric W. T. Ngai, 2022. "Impact of artificial intelligence investment on firm value," Annals of Operations Research, Springer, vol. 308(1), pages 373-388, January.

    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. Kiesel, Florian, 2016. "The effect of credit and rating events on credit default swap and equity markets," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81265, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    2. Kiesel, F., 2016. "The effect of credit and rating events on credit default swap and equity markets," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81247, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Wengner, Andreas & Burghof, Hans-Peter & Schneider, Johannes, 2015. "The impact of credit rating announcements on corporate CDS markets—Are intra-industry effects observable?," Journal of Economics and Business, Elsevier, vol. 78(C), pages 79-91.
    4. Drago, Danilo & Gallo, Raffaele, 2016. "The impact and the spillover effect of a sovereign rating announcement on the euro area CDS market," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 264-286.
    5. Fathi Nakai & Tarek Chebbi, 2023. "The informational content of sovereign credit rating: another look," Journal of Asset Management, Palgrave Macmillan, vol. 24(5), pages 353-373, September.
    6. Ballester, Laura & González-Urteaga, Ana, 2021. "Do sovereign ratings cause instability in cross-border emerging CDS markets?," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 643-663.
    7. Finnerty, John D. & Miller, Cameron D. & Chen, Ren-Raw, 2013. "The impact of credit rating announcements on credit default swap spreads," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 2011-2030.
    8. Mahir Binici & Michael M Hutchison & Evan Weicheng Miao, 2018. "Are credit rating agencies discredited? Measuring market price effects from agency sovereign debt announcements," BIS Working Papers 704, Bank for International Settlements.
    9. Marian Micu & Eli M Remolona & Philip D. Wooldridge, 2006. "The price impact of rating announcements: which announcements matter?," BIS Working Papers 207, Bank for International Settlements.
    10. Galil, Koresh & Soffer, Gil, 2011. "Good news, bad news and rating announcements: An empirical investigation," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3101-3119, November.
    11. Antonio, DI Cesare, 2006. "Do Market‐based Indicators Anticipate Rating Agencies? Evidence for International Banks," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 35(1), pages 121-150, February.
    12. Afonso, António & Gomes, Pedro & Taamouti, Abderrahim, 2014. "Sovereign credit ratings, market volatility, and financial gains," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 20-33.
    13. Kenjegaliev, Amangeldi & Duygun, Meryem & Mamedshakhova, Djamila, 2016. "Do rating grades convey important information: German evidence?," Economic Modelling, Elsevier, vol. 53(C), pages 334-344.
    14. Hu, Haoshen & Kaspereit, Thomas & Prokop, Jörg, 2016. "The information content of issuer rating changes: Evidence for the G7 stock markets," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 99-108.
    15. Blumenstock, Hendrik & von Grone, Udo & Mehlhorn, Marc & Merkl, Johannes & Pietz, Marcus, 2012. "Einflussfaktoren von CDS-Spreads als Maß für das aktuelle Bonitätsrisiko: Liefert das Rating eine Erklärung?," Bayreuth Working Papers on Finance, Accounting and Taxation (FAcT-Papers) 2012-03, University of Bayreuth, Chair of Finance and Banking.
    16. Afik, Zvika & Feinstein, Itai & Galil, Koresh, 2014. "The (un)informative value of credit rating announcements in small markets," Journal of Financial Stability, Elsevier, vol. 14(C), pages 66-80.
    17. Maul, D. & Schiereck, D., 2017. "The bond event study methodology since 1974," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80723, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    18. Binici, Mahir & Hutchison, Michael & Miao, Evan Weicheng, 2020. "Market price effects of agency sovereign debt announcements: Importance of prior credit states," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 769-787.
    19. María Concepción Verona Martel & José Juan Déniz Mayor, 2011. "Las agencias de rating y la crisis fi nanciera de 2008: ¿El fi n de un poder sin control?," Revista Criterio Libre, Universidad Libre - Sede Principal, June.
    20. Chan, Pak To & Edwards, Vic & Walter, Terry, 2009. "The information content of Australian credit ratings: A comparison between subscription and non-subscription-based credit rating agencies," Economic Systems, Elsevier, vol. 33(1), pages 22-44, March.

    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:spr:annopr:v:205:y:2013:i:1:p:89-107:10.1007/s10479-012-1244-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.