IDEAS home Printed from https://ideas.repec.org/p/stm/wpaper/12.html
   My bibliography  Save this paper

Financial Contagion: A New Perspective (and a New Test)

Author

Listed:
  • Matteo Cominetta

    (ESM)

Abstract

Contagion has mostly been interpreted and tested as a break from a stable linear correlation of financial markets caused by an extraordinary shock. This paper argues that quantile regression can provide a tool to investigate alterations in other features of financial returns’ distribution caused by extraordinary shocks, thus providing additional understanding of the mechanism of financial shock propagation and its instability. Applying the technique to stock market returns, we find evidence that jumps in uncertainty have powerful contagious effects of a form different from an increase in markets’ correlation. These effects would not be detectable in standard contagion tests that search for increases in market correlation.

Suggested Citation

  • Matteo Cominetta, 2016. "Financial Contagion: A New Perspective (and a New Test)," Working Papers 12, European Stability Mechanism.
  • Handle: RePEc:stm:wpaper:12
    as

    Download full text from publisher

    File URL: https://www.esm.europa.eu/sites/default/files/document/wp12complete.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    2. Brian H. Boyer & Tomomi Kumagai & Kathy Yuan, 2006. "How Do Crises Spread? Evidence from Accessible and Inaccessible Stock Indices," Journal of Finance, American Finance Association, vol. 61(2), pages 957-1003, April.
    3. Pavan Ahluwalia, 2000. "Discriminating Contagion: An Alternative Explanation of Contagious Currency Crises in Emerging Markets," IMF Working Papers 2000/014, International Monetary Fund.
    4. Cominetta , Matteo, 2011. "Essays on financial contagion in emerging market economies," Economics PhD Theses 0511, Department of Economics, University of Sussex Business School.
    5. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    6. Rigobon, Roberto, 2003. "On the measurement of the international propagation of shocks: is the transmission stable?," Journal of International Economics, Elsevier, vol. 61(2), pages 261-283, December.
    7. Ms. Ritu Basu, 2002. "Financial Contagion and Investor "Learning": An Empirical Investigation," IMF Working Papers 2002/218, International Monetary Fund.
    8. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany.
    9. Boyson, Nicole M. & Stahel, Christof W. & Stulz, Rene M., 2006. "Is There Hedge Fund Contagion?," Working Paper Series 2006-1, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    10. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    11. Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2005. "'Some contagion, some interdependence': More pitfalls in tests of financial contagion," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1177-1199, December.
    12. Michael D. Bordo & Antu P. Murshid, 2000. "Are Financial Crises Becoming Increasingly More Contagious? What is the Historical Evidence on Contagion?," NBER Working Papers 7900, National Bureau of Economic Research, Inc.
    13. Graciela L. Kaminsky & Carmen M. Reinhart & Carlos A. Végh, 2003. "The Unholy Trinity of Financial Contagion," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 51-74, Fall.
    14. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    15. Powell, James L., 1986. "Censored regression quantiles," Journal of Econometrics, Elsevier, vol. 32(1), pages 143-155, June.
    16. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    17. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    18. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    19. Baur, Dirk & Schulze, Niels, 2005. "Coexceedances in financial markets--a quantile regression analysis of contagion," Emerging Markets Review, Elsevier, vol. 6(1), pages 21-43, April.
    20. Mr. Manmohan S. Kumar & Mr. Avinash Persaud, 2001. "Pure Contagion and Investors Shifting Risk Appetite: Analytical Issues and Empirical Evidence," IMF Working Papers 2001/134, International Monetary Fund.
    21. Calvo, Sara & Reinhart, Carmen, 1996. "Capital flows to Latin America : Is there evidence of contagion effects?," Policy Research Working Paper Series 1619, The World Bank.
    22. Amemiya, Takeshi, 1982. "Two Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 50(3), pages 689-711, May.
    23. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    24. 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.
    25. Mr. Ayhan Kose & Mr. Kenneth Rogoff & Mr. Eswar S Prasad & Shang-Jin Wei, 2003. "Effects of Financial Globalization on Developing Countries: Some Empirical Evidence," IMF Occasional Papers 2003/007, International Monetary Fund.
    26. Mr. Paul R Masson, 1998. "Contagion: Monsoonal Effects, Spillovers, and Jumps Between Multiple Equilibria," IMF Working Papers 1998/142, International Monetary Fund.
    27. Favero, Carlo A. & Giavazzi, Francesco, 2002. "Is the international propagation of financial shocks non-linear?: Evidence from the ERM," Journal of International Economics, Elsevier, vol. 57(1), pages 231-246, June.
    28. Nicole M. Boyson & Christof W. Stahel & René M. Stulz, 2010. "Hedge Fund Contagion and Liquidity Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1789-1816, October.
    29. Kristin Forbes & Roberto Rigobon, 1999. "No Contagion, Only Interdependence: Measuring Stock Market Co-movements," NBER Working Papers 7267, National Bureau of Economic Research, Inc.
    30. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    31. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
    32. Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
    33. Kristin Forbes, 2012. "The "Big C": Identifying Contagion," NBER Working Papers 18465, National Bureau of Economic Research, Inc.
    34. Mr. Marco Terrones & Mr. Eswar S Prasad & Mr. Ayhan Kose, 2003. "Financial Integration and Macroeconomic Volatility," IMF Working Papers 2003/050, International Monetary Fund.
    35. Steven B. Kamin & K von Kleist, 1999. "The evolution and determinants of emerging markets credit spreads in the 1990s," BIS Working Papers 68, Bank for International Settlements.
    Full references (including those not matched with items on IDEAS)

    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. Frankel, Jeffrey, 2010. "Monetary Policy in Emerging Markets," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 25, pages 1439-1520, Elsevier.
    2. Imen Bedoui-Belghith & Slaheddine Hallara & Faouzi Jilani, 2023. "Crisis transmission degree measurement under crisis propagation model," SN Business & Economics, Springer, vol. 3(1), pages 1-27, January.
    3. Wuyi Ye & Kebing Luo & Shaofu Du, 2014. "Measuring Contagion of Subprime Crisis Based on MVMQ-CAViaR Method," Discrete Dynamics in Nature and Society, Hindawi, vol. 2014, pages 1-12, June.
    4. Baur, Dirk G. & Fry, Renée A., 2009. "Multivariate contagion and interdependence," Journal of Asian Economics, Elsevier, vol. 20(4), pages 353-366, September.
    5. Cai, Charlie X. & Mobarek, Asma & Zhang, Qi, 2017. "International stock market leadership and its determinants," Journal of Financial Stability, Elsevier, vol. 33(C), pages 150-162.
    6. John Beirne & Guglielmo Maria Caporale & Marianne Schulze-Ghattas & Nicola Spagnolo, 2013. "Volatility Spillovers and Contagion from Mature to Emerging Stock Markets," Review of International Economics, Wiley Blackwell, vol. 21(5), pages 1060-1075, November.
    7. 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.
    8. Georgios Bampinas & Theodore Panagiotidis, 2017. "Oil and stock markets before and after financial crises: A local Gaussian correlation approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(12), pages 1179-1204, December.
    9. 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.
    10. Gravelle, Toni & Kichian, Maral & Morley, James, 2006. "Detecting shift-contagion in currency and bond markets," Journal of International Economics, Elsevier, vol. 68(2), pages 409-423, March.
    11. Woon Sau Leung & Nicholas Taylor, 2013. "Testing for contagion: the impact of US structured markets on international financial markets," Chapters, in: Adrian R. Bell & Chris Brooks & Marcel Prokopczuk (ed.), Handbook of Research Methods and Applications in Empirical Finance, chapter 11, pages 256-284, Edward Elgar Publishing.
    12. 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.
    13. Ana Escribano & Cristina Íñiguez, 2021. "The contagion phenomena of the Brexit process on main stock markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4462-4481, July.
    14. 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.
    15. Sandoval Paucar, Giovanny, 2018. "Contagio Financiero: Una Breve Revisión De Literatura [Financial Contagio: A Review Literature]," MPRA Paper 89554, University Library of Munich, Germany.
    16. Marcel Fratzscher, 2003. "On currency crises and contagion," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(2), pages 109-129.
    17. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    18. Jeffrey A. Frankel, 2010. "Monetary Policy in Emerging Markets: A Survey," NBER Working Papers 16125, National Bureau of Economic Research, Inc.
    19. Hazar Altınbaş & Vincenzo Pacelli & Edgardo Sica, 2022. "An Empirical Assessment of the Contagion Determinants in the Euro Area in a Period of Sovereign Debt Risk," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(2), pages 339-371, July.
    20. Jokipii, Terhi & Lucey, Brian, 2007. "Contagion and interdependence: Measuring CEE banking sector co-movements," Economic Systems, Elsevier, vol. 31(1), pages 71-96, March.

    More about this item

    Keywords

    Contagion; Correlation Analysis; Quantile Regression;
    All these keywords.

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:stm:wpaper:12. 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: Karol SISKIND (email available below). General contact details of provider: https://edirc.repec.org/data/efseulu.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.