IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v45y2013i36p5031-5045.html
   My bibliography  Save this article

Analysis of the volatility's dependency structure during the subprime crisis

Author

Listed:
  • Bruno P. Arruda
  • Pedro L. Valls Pereira

Abstract

In this article, we test the hypothesis of contagion amongst sectors within the United States' economy during the subprime crisis. The econometric methodology applied here is based on the dynamic conditional correlation model proposed by Engle (2002). Further, we applied several Lagrange multiplier (LM)-robust tests to test whether there were structural breaks in series' dependency structures during the period of interest. Events theoretically classified as relevant to the crisis upshots as well as the interactions between the moments of the series were used as indicator functions to the referred structural breaks. The main conclusion of this study is that one can indeed observe contagion within almost all pairs of sectors' indices. Thus, we conclude that the dependency structure of the sectors of interest has faced structural changes during the years of 2007 and 2008. Hence, diversification strategies as well as the risk analysis inherent to the portfolios' management may have been drastically affected.

Suggested Citation

  • Bruno P. Arruda & Pedro L. Valls Pereira, 2013. "Analysis of the volatility's dependency structure during the subprime crisis," Applied Economics, Taylor & Francis Journals, vol. 45(36), pages 5031-5045, December.
    • Handle: RePEc:taf:applec:v:45:y:2013:i:36:p:5031-5045
    DOI: 10.1080/00036846.2013.815311
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2013.815311
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/00036846.2013.815311?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. Alexis Derviz & Jiri Podpiera, 2006. "Cross-Border Lending Contagion in Multinational Banks," Working Papers 2006/9, Czech National Bank.
    2. Robert F. Engle & Kevin Sheppard, 2001. "Theoretical and Empirical properties of Dynamic Conditional Correlation Multivariate GARCH," NBER Working Papers 8554, National Bureau of Economic Research, Inc.
    3. Paul R. Masson, 1999. "Multiple equilibria, contagion, and the emerging market crises," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
    4. Mr. Heiko Hesse & Nathaniel Frank & Ms. Brenda Gonzalez-Hermosillo, 2008. "Transmission of Liquidity Shocks: Evidence from the 2007 Subprime Crisis," IMF Working Papers 2008/200, International Monetary Fund.
    5. Mr. Paul R Masson, 1998. "Contagion: Monsoonal Effects, Spillovers, and Jumps Between Multiple Equilibria," IMF Working Papers 1998/142, International Monetary Fund.
    6. Mr. Taimur Baig & Mr. Ilan Goldfajn, 2000. "The Russian Default and the Contagion to Brazil," IMF Working Papers 2000/160, International Monetary Fund.
    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. Ben Slimane, Faten & Boubaker, Sabri & Jouini, Jamel, 2020. "Does the Euro–Mediterranean Partnership contribute to regional integration?," Journal of Policy Modeling, Elsevier, vol. 42(2), pages 328-348.
    2. Maximilian-Benedikt Herwarth Kohn & Pedro L. Valls Pereira, 2017. "Speculative bubbles and contagion: Analysis of volatility’s clusters during the DotCom bubble based on the dynamic conditional correlation model," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1411453-141, 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. Emerson Fernandes Marcal & Pedro Valls Pereira & Diogenes Manoel Leiva Martin & Wilson Toshiro Nakamura, 2011. "Evaluation of contagion or interdependence in the financial crises of Asia and Latin America, considering the macroeconomic fundamentals," Applied Economics, Taylor & Francis Journals, vol. 43(19), pages 2365-2379.
    2. Marçal, Emerson Fernandes & Pereira, Pedro L. Valls, 2008. "Testing the Hypothesis of Contagion Using Multivariate Volatility Models," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 28(2), November.
    3. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    4. Marçal, Emerson F. & Valls Pereira, Pedro L., 2008. "Testando A Hipótese De Contágio A Partir De Modelos Multivariados De Volatilidade [Testing the contagion hypotheses using multivariate volatility models]," MPRA Paper 10356, University Library of Munich, Germany.
    5. Ms. Renee Fry & Mr. Vance Martin & Ms. Brenda Gonzalez-Hermosillo & Mr. Mardi Dungey, 2002. "International Contagion Effects from the Russian Crisis and the LTCM Near-Collapse," IMF Working Papers 2002/074, International Monetary Fund.
    6. Lizarazo, Sandra Valentina, 2013. "Default risk and risk averse international investors," Journal of International Economics, Elsevier, vol. 89(2), pages 317-330.
    7. Ariel M. Viale & David A. Bessler & James W. Kolari, 2014. "On the Structure of Financial Contagion: Econometric Tests and Mercosur Evidence," Journal of Applied Economics, Taylor & Francis Journals, vol. 17(2), pages 373-400, November.
    8. Akçay, Cevdet & Zenginobuz, Unal, 2000. "Vulnerability to purely contagious balance of payment crises in emerging economies: An application to the cases of Russia, Turkey, and Brazil," MPRA Paper 195, University Library of Munich, Germany.
    9. Atenga, Eric Martial Etoundi & Mougoué, Mbodja, 2021. "Return and volatility spillovers to African currencies markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
    10. Younes Boujelbène & Majdi Ksantini, 2009. "La transmission entre les marchés boursiers :Une analyse en composante principale," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 52(2), pages 161-194.
    11. Gonzalez-Hermosillo Gonzalez, B.M., 2008. "Transmission of shocks across global financial markets : The role of contagion and investors' risk appetite," Other publications TiSEM d684f3c7-7ad8-4e93-88cf-a, Tilburg University, School of Economics and Management.
    12. Mohamed Ben Abdallah & Iuliana Matei, 2005. "Crise et contagion : cas des pays de l'Europe de l'Est," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00194873, HAL.
    13. Trenca Ioan & Petria Nicolae & Dezsi Eva, 2013. "An Inquiry Into Contagion Transmission And Spillover Effects In Stock Markets," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 472-482, December.
    14. Sandra Lizarazo, 2009. "Contagion of Financial Crises in Sovereing Debt Markets," Working Papers 0906, Centro de Investigacion Economica, ITAM.
    15. MARAIS Elise, 2004. "La contagion financi`ere : une ´etude empirique sur les causalités lors de la crise asiatique," International Finance 0404003, University Library of Munich, Germany.
    16. Sander, Harald & Kleimeier, Stefanie, 2003. "Contagion and causality: an empirical investigation of four Asian crisis episodes," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(2), pages 171-186, April.
    17. Radovan Vadovic, 2009. "Early, Late, and Multiple Bidding in Internet Auctions," Working Papers 0904, Centro de Investigacion Economica, ITAM.
    18. Bensafta, Kamel Malik & Semedo, Gervasio, 2009. "De la transmission de la volatilité à la contagion entre marchés boursiers : l’éclairage d’un modèle VAR non linéaire avec bris structurels en variance," L'Actualité Economique, Société Canadienne de Science Economique, vol. 85(1), pages 13-76, mars.
    19. Thi Bich Ngoc TRAN, 2018. "Contagion Risks in Emerging Stock Markets: New Evidence from Asia and Latin America," JRFM, MDPI, vol. 11(4), pages 1-20, December.
    20. Dungey, Mardi & Fry, Renee & Gonzalez-Hermosillo, Brenda & Martin, Vance, 2006. "Contagion in international bond markets during the Russian and the LTCM crises," Journal of Financial Stability, Elsevier, vol. 2(1), pages 1-27, April.

    More about this item

    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:taf:applec:v:45:y:2013:i:36:p:5031-5045. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.