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Causality Analysis Between Stock Market Indices

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  • Sekuła Paweł

    (University of Lodz, Lodz, Poland; ORCID: 0000-0002-1959-8378)

Abstract

The paper examines relationships between selected stock market indices in Western Europe, Central Europe, and the United States. The study focuses on two periods, from January 1998 to August 2006 and from September 2006 to December 2016. The first one includes stock quotes from before the financial crisis while the second one covers the crisis and changes in the economic situation in post-crisis years. Relationships between stock market indices in developed economies were more frequent and durable than in Central Europe, although they were subject to changes. In our investigation into Granger causality relationships we observed changes in these relationships and in their direction for stock markets in Central Europe, while bidirectional relationships between indices in developed economies remained stable over time. Changes in relationships between indices, in particular long-term interdependences, may result from the impact of the 2008 financial crisis. The increased number of causality relationships for the markets in Central Europe may testify to the advancing integration of the EU common market.

Suggested Citation

  • Sekuła Paweł, 2019. "Causality Analysis Between Stock Market Indices," Financial Sciences. Nauki o Finansach, Sciendo, vol. 24(1), pages 74-93, March.
  • Handle: RePEc:vrs:finsci:v:24:y:2019:i:1:p:74-93:n:5
    DOI: 10.15611/fins.2019.1.05
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    as
    1. Laeven, Luc & Tong, Hui, 2012. "US monetary shocks and global stock prices," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 530-547.
    2. Gjika, Dritan & Horváth, Roman, 2013. "Stock market comovements in Central Europe: Evidence from the asymmetric DCC model," Economic Modelling, Elsevier, vol. 33(C), pages 55-64.
    3. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    4. Syllignakis, Manolis N. & Kouretas, Georgios P., 2011. "Dynamic correlation analysis of financial contagion: Evidence from the Central and Eastern European markets," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 717-732, October.
    5. Lothian, James R., 2002. "The internationalization of money and finance and the globalization of financial markets," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 699-724, November.
    6. Demian, Calin-Vlad, 2011. "Cointegration in Central and East European markets in light of EU accession," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 144-155, February.
    7. Eduard Baumöhl & Tomáš Výrost, 2010. "Stock Market Integration: Granger Causality Testing with Respect to Nonsynchronous Trading Effects," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 60(5), pages 414-425, December.
    8. Masih, Rumi & Masih, Abul M. M., 2001. "Long and short term dynamic causal transmission amongst international stock markets," Journal of International Money and Finance, Elsevier, vol. 20(4), pages 563-587, August.
    9. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    10. Masih, A. Mansur M. & Masih, Rumi, 2002. "Propagative causal price transmission among international stock markets: evidence from the pre- and postglobalization period," Global Finance Journal, Elsevier, vol. 13(1), pages 63-91.
    11. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    12. Li Yang & Francis Tapon & Yiguo Sun, 2006. "International correlations across stock markets and industries: trends and patterns 1988-2002," Applied Financial Economics, Taylor & Francis Journals, vol. 16(16), pages 1171-1183.
    13. A. G. Malliaris & Jorge L. Urrutia, 2005. "The International Crash of October 1987: Causality Tests," World Scientific Book Chapters, in: Economic Uncertainty, Instabilities And Asset Bubbles Selected Essays, chapter 16, pages 251-262, World Scientific Publishing Co. Pte. Ltd..
    14. Tavares, José, 2009. "Economic integration and the comovement of stock returns," Economics Letters, Elsevier, vol. 103(2), pages 65-67, May.
    15. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    16. Malgorzata Doman & Ryszard Doman, 2013. "The Dynamics and Strength of Linkages between the Stock Markets in the Czech Republic, Hungary and Poland after their EU Accession," Dynamic Econometric Models, Uniwersytet Mikolaja Kopernika, vol. 13, pages 5-32.
    17. Krenar AVDULAJ & Jozef BARUNIK, 2013. "Can We Still Benefit from International Diversification? The Case of the Czech and German Stock Markets," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(5), pages 425-442, November.
    18. Theodore Syriopoulos, 2004. "International portfolio diversification to Central European stock markets," Applied Financial Economics, Taylor & Francis Journals, vol. 14(17), pages 1253-1268.
    19. Hilliard, Jimmy E, 1979. "The Relationship between Equity Indices on World Exchanges," Journal of Finance, American Finance Association, vol. 34(1), pages 103-114, March.
    20. Cukierman, Alex, 2013. "Monetary policy and institutions before, during, and after the global financial crisis," Journal of Financial Stability, Elsevier, vol. 9(3), pages 373-384.
    21. Ozdemir, Zeynel Abidin & Olgun, Hasan & Saracoglu, Bedriye, 2009. "Dynamic linkages between the center and periphery in international stock markets," Research in International Business and Finance, Elsevier, vol. 23(1), pages 46-53, January.
    22. Pinar Evrim-Mandaci & Efe Çağlar Çağli, 2012. "Relationships between the US and European stock markets during the recent financial turmoil: evidence from the VARFIMA model," Applied Economics Letters, Taylor & Francis Journals, vol. 19(17), pages 1697-1701.
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    More about this item

    Keywords

    stock market; cointegration; Granger causality; financial crisis;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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