IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v23y2009i3p243-256.html
   My bibliography  Save this article

International linkage of the Russian market and the Russian financial crisis: A multivariate GARCH analysis

Author

Listed:
  • Saleem, Kashif

Abstract

This study considers the linkage of the Russian equity market to the world market, examining the international transmission of the Russia's 1998 financial crisis utilizing the GARCH-BEKK model proposed by Engle and Kroner [Engle, R.F., Kroner, K.F., 1995. Multivariate simultaneous generalized ARCH. Economet. Theor. 11, 122-150]. We find evidence of direct linkage between the Russian equity market with regards to returns and volatility, while the weakness of the linkage suggests that the Russian equity market was only partially integrated into the world market. At the time of the crisis, evidence of contagion is clear.

Suggested Citation

  • Saleem, Kashif, 2009. "International linkage of the Russian market and the Russian financial crisis: A multivariate GARCH analysis," Research in International Business and Finance, Elsevier, vol. 23(3), pages 243-256, September.
  • Handle: RePEc:eee:riibaf:v:23:y:2009:i:3:p:243-256
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275-5319(08)00042-1
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    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. Guglielmo Caporale & Nikitas Pittis & Nicola Spagnolo, 2006. "Volatility transmission and financial crises," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 30(3), pages 376-390, September.
    2. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    3. Ana Corbacho & Mercedes Garcia‐Escribano & Gabriela Inchauste, 2007. "Argentina: Macroeconomic Crisis and Household Vulnerability," Review of Development Economics, Wiley Blackwell, vol. 11(1), pages 92-106, February.
    4. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    5. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    6. Mr. Steven Riess Weisbrod & Ms. Liliana Rojas-Suárez, 1995. "Financial Fragilities in Latin America: The 1980s and 1990s," IMF Occasional Papers 1995/012, International Monetary Fund.
    7. 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.
    8. Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
    9. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    10. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    11. Francois Chesnay & Eric Jondeau, 2001. "Does Correlation Between Stock Returns Really Increase During Turbulent Periods?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 30(1), pages 53-80, February.
    12. Ms. Ratna Sahay & Mr. Gaston Gelos, 2000. "Financial Market Spillovers in Transition Economies," IMF Working Papers 2000/071, International Monetary Fund.
    13. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    14. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    15. Kristin Forbes, 2000. "The Asian Flu and Russian Virus: Firm-level Evidence on How Crises are Transmitted Internationally," NBER Working Papers 7807, National Bureau of Economic Research, Inc.
    16. Mr. Christian B. Mulder & Mr. Matthieu Bussière, 1999. "External Vulnerability in Emerging Market Economies: How High Liquidity Can Offset Weak Fundamentals and the Effects of Contagion," IMF Working Papers 1999/088, International Monetary Fund.
    17. 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.
    18. Feridun, Mete, 2004. "Russian Financial Crisis of 1998: An Econometric Investigation," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(4), pages 113-122.
    19. 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.
    20. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    21. Masson, Paul, 1999. "Contagion:: macroeconomic models with multiple equilibria," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 587-602, August.
    22. Mr. Ranil M Salgado & Mr. Luca A Ricci & Mr. Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 2000/055, International Monetary Fund.
    23. Morris Goldstein, 1998. "The Asian Financial Crisis," Policy Briefs PB98-1, Peterson Institute for International Economics.
    24. Morris Goldstein, 1998. "Asian Financial Crisis: Causes, Cures and Systemic Implications, The," Peterson Institute Press: All Books, Peterson Institute for International Economics, number pa55.
    25. Saleem, Kashif & Vaihekoski, Mika, 2008. "Pricing of global and local sources of risk in Russian stock market," Emerging Markets Review, Elsevier, vol. 9(1), pages 40-56, March.
    26. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    27. Dungey, Mardi & Fry, Renee & Gonzalez-Hermosillo, Brenda & Martin, Vance L., 2007. "Contagion in global equity markets in 1998: The effects of the Russian and LTCM crises," The North American Journal of Economics and Finance, Elsevier, vol. 18(2), pages 155-174, August.
    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. Akbar, Saeed & Rehman, Shafiq ur & Liu, Jia & Shah, Syed Zulfiqar Ali, 2017. "Credit supply constraints and financial policies of listed companies during the 2007–2009 financial crisis," Research in International Business and Finance, Elsevier, vol. 42(C), pages 559-571.
    2. He, Hongbo & Chen, Shou & Yao, Shujie & Ou, Jinghua, 2014. "Financial liberalisation and international market interdependence: Evidence from China’s stock market in the post-WTO accession period," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 434-444.
    3. Lu Yang & Shigeyuki Hamori, 2013. "Dependence structure among international stock markets: a GARCH--copula analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 23(23), pages 1805-1817, December.
    4. Oikonomikou, Leoni Eleni, 2018. "Modeling financial market volatility in transition markets: a multivariate case," Research in International Business and Finance, Elsevier, vol. 45(C), pages 307-322.
    5. Zohaib Aziz & Javed Iqbal, 2017. "Testing the Dynamic Linkages of the Pakistani Stock Market with Regional and Global Markets," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 22(2), pages 89-116, July-Dec.
    6. Jammazi, Rania, 2012. "Oil shock transmission to stock market returns: Wavelet-multivariate Markov switching GARCH approach," Energy, Elsevier, vol. 37(1), pages 430-454.
    7. Donadelli, Michael & Paradiso, Antonio, 2014. "Is there heterogeneity in financial integration dynamics? Evidence from country and industry emerging market equity indexes," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 184-218.
    8. Serletis, Apostolos & Istiak, Khandokar, 2017. "Financial intermediary leverage spillovers," Research in International Business and Finance, Elsevier, vol. 39(PB), pages 1000-1007.
    9. Neha Seth & Monica Sighania, 2017. "Financial market contagion: selective review of reviews," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 9(4), pages 391-408, November.
    10. Serdar Neslihanoglu & Stelios Bekiros & John McColl & Duncan Lee, 2021. "Multivariate time-varying parameter modelling for stock markets," Empirical Economics, Springer, vol. 61(2), pages 947-972, August.
    11. Vlasova, E. & Luo, D., 2022. "Volatility spillover between the Russia-India-China triad and the United States: A multivariate generalized autoregressive conditional heteroscedasticity analysis," Journal of the New Economic Association, New Economic Association, vol. 54(2), pages 111-128.
    12. repec:ipg:wpaper:2014-451 is not listed on IDEAS
    13. Renée Fry & Cody Yu-Ling Hsiao & Chrismin Tang, 2011. "Actually This Time Is Different," CAMA Working Papers 2011-12, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    14. Ben m'barek Hassene & Ben romdhane Hager, 2010. "Financial Crises and Banking Deregulation: the Case of Tunisia," Economics Bulletin, AccessEcon, vol. 30(1), pages 669-682.
    15. Christos Kollias & Stephanos Papadamou & Costas Siriopoulos, 2013. "European Markets’ Reactions to Exogenous Shocks: A High Frequency Data Analysis of the 2005 London Bombings," IJFS, MDPI, vol. 1(4), pages 1-14, November.
    16. 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.
    17. Renée Fry-McKibbin & Cody Hsiao & Chrismin Tang, 2014. "Contagion and Global Financial Crises: Lessons from Nine Crisis Episodes," Open Economies Review, Springer, vol. 25(3), pages 521-570, July.
    18. Hsien-Yi Lee, 2012. "Contagion in International Stock Markets during the Sub Prime Mortgage Crisis," International Journal of Economics and Financial Issues, Econjournals, vol. 2(1), pages 41-53.

    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. repec:zbw:bofitp:2008_008 is not listed on IDEAS
    2. Saleem, Kashif, 2008. "International linkage of the Russian market and the Russian financial crisis: a multivariate GARCH analysis," BOFIT Discussion Papers 8/2008, Bank of Finland Institute for Emerging Economies (BOFIT).
    3. Saleem, Kashif, 2008. "International linkage of the Russian market and the Russian financial crisis : a multivariate GARCH analysis," BOFIT Discussion Papers 8/2008, Bank of Finland, Institute for Economies in Transition.
    4. Kenourgios, Dimitris & Padhi, Puja, 2012. "Emerging markets and financial crises: Regional, global or isolated shocks?," Journal of Multinational Financial Management, Elsevier, vol. 22(1), pages 24-38.
    5. Marcel Fratzscher, 2003. "On currency crises and contagion," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(2), pages 109-129.
    6. Dewandaru, Ginanjar & Masih, Rumi & Masih, A. Mansur M., 2016. "Contagion and interdependence across Asia-Pacific equity markets: An analysis based on multi-horizon discrete and continuous wavelet transformations," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 363-377.
    7. Committee, Nobel Prize, 2003. "Time-series Econometrics: Cointegration and Autoregressive Conditional Heteroskedasticity," Nobel Prize in Economics documents 2003-1, Nobel Prize Committee.
    8. Oussama Kchaou & Makram Bellalah & Sofiane Tahi, 2022. "Transmission of the Greek crisis on the sovereign debt markets in the euro area," Annals of Operations Research, Springer, vol. 313(2), pages 1117-1139, June.
    9. Rajan Sruthi & Santhakumar Shijin, 2020. "Investigating liquidity constraints as a channel of contagion: a regime switching approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-21, December.
    10. 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.
    11. Ahmed, Abdullahi D. & Huo, Rui, 2019. "Impacts of China's crash on Asia-Pacific financial integration: Volatility interdependence, information transmission and market co-movement," Economic Modelling, Elsevier, vol. 79(C), pages 28-46.
    12. Jon Wongswan, 2003. "Contagion: an empirical test," International Finance Discussion Papers 775, Board of Governors of the Federal Reserve System (U.S.).
    13. Giorgio Canarella & Stephen M. Miller & Stephen K. Pollard, 2008. "Dynamic Stock Market Interactions between the Canadian, Mexican, and the United States Markets: The NAFTA Experience," Working papers 2008-49, University of Connecticut, Department of Economics.
    14. Mardi Dungey & Rene Fry & Vance L. Martin, 2006. "Correlation, Contagion, and Asian Evidence," Asian Economic Papers, MIT Press, vol. 5(2), pages 32-72, Spring/Su.
    15. Marais, E. & Bates, S., 2006. "An empirical study to identify shift contagion during the Asian crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(5), pages 468-479, December.
    16. 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.
    17. Panagiotou, Dimitrios, 2015. "Volatility Spillover Effects In The Extra Virgin Olive Oil Markets Of The Mediterranean," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(3), pages 1-11, July.
    18. 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.
    19. Ebenezer, Appiah Collins & Jatoe, John Baptist D. & Mensa-Bonsu, Akwasi, 2018. "Food Price Sensitivity To Changes In Petroleum Price And Exchange Rate In Ghana: A Cointegration Analysis," 2018 Conference (2nd), August 8-11, Kumasi, Ghana 277791, Ghana Association of Agricultural Economists.
    20. Panagiotis Mantalos & Kristofer Mansson & Ghazi Shukur, 2010. "The effect of spillover on the Johansen tests for cointegration: a Monte Carlo analysis," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 1(3/4), pages 327-342.
    21. Marcel Fratzscher, 2003. "On currency crises and contagion," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(2), pages 109-129.

    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:eee:riibaf:v:23:y:2009:i:3:p:243-256. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    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.