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Risk Generating Industries for European Stock Markets

Author

Listed:
  • Lucian Liviu ALBU

    (Institute for Economic Forecasting Romanian Academy)

  • Radu LUPU

    (Institute for Economic Forecasting Romanian Academy)

  • Adrian Cantemir CALIN

    (Institute for Economic Forecasting Romanian Academy)

Abstract

The analysis of contagion received a substantioanl dose of academic attention. This paper aims to determine the potential contagion effects for a large set of financial assets. We employ 5-minute closing prices for the companies included in STOXX600 and build a methdological framework that allows the computation of simple differences between the Cornish-Fisher VaR and the standard normal distribution VaR dynamics. These differences account for the amount of risk that is generated by the non-normality of the distribution of log-returns, more precisely the part that is spurred by the skewness and kurtosis indicators. These measures are synthesized at industry level and submitted to a causality analysis. Our approach allows us to pinpoint possible inter-industry spillover effects and we find the industries that have the propensity to inject risk in the system via a Granger-causality test.

Suggested Citation

  • Lucian Liviu ALBU & Radu LUPU & Adrian Cantemir CALIN, 2017. "Risk Generating Industries for European Stock Markets," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 51(4), pages 5-17.
    • Handle: RePEc:cys:ecocyb:v:50:y:2017:i:4:p:5-17
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    References listed on IDEAS

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    1. Eichengreen, Barry & Rose, Andrew K & Wyplosz, Charles, 1996. "Contagious Currency Crises," CEPR Discussion Papers 1453, C.E.P.R. Discussion Papers.
    2. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    3. Longstaff, Francis A., 2010. "The subprime credit crisis and contagion in financial markets," Journal of Financial Economics, Elsevier, vol. 97(3), pages 436-450, September.
    4. Boschi, Melisso, 2004. "International Financial Contagion: Evidence from the Argentine Crisis of 2001-2002," MPRA Paper 28546, University Library of Munich, Germany.
    5. Dungey, Mardi & Milunovich, George & Thorp, Susan, 2010. "Unobservable shocks as carriers of contagion," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1008-1021, May.
    6. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    7. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    8. Dimitrios Dimitriou & Theodore Simos, 2013. "Contagion channels of the USA subprime financial crisis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 61-71, April.
    9. Renee Fry-McKibbin & Cody Yu-Ling Hsiao & Vance L. Martin, 2017. "Joint tests of contagion with applications to financial crises," CAMA Working Papers 2017-23, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    10. 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.
    11. Akhter, Selim & Daly, Kevin, 2017. "Contagion risk for Australian banks from global systemically important banks: Evidence from extreme events," Economic Modelling, Elsevier, vol. 63(C), pages 191-205.
    12. Guo, Feng & Chen, Carl R. & Huang, Ying Sophie, 2011. "Markets contagion during financial crisis: A regime-switching approach," International Review of Economics & Finance, Elsevier, vol. 20(1), pages 95-109, January.
    13. Bertero, Elisabetta & Mayer, Colin, 1990. "Structure and performance: Global interdependence of stock markets around the crash of October 1987," European Economic Review, Elsevier, vol. 34(6), pages 1155-1180, September.
    14. John Beirne & Jana Gieck, 2014. "Interdependence and Contagion in Global Asset Markets," Review of International Economics, Wiley Blackwell, vol. 22(4), pages 639-659, September.
    15. Roy, Rudra Prosad & Sinha Roy, Saikat, 2017. "Financial contagion and volatility spillover: An exploration into Indian commodity derivative market," Economic Modelling, Elsevier, vol. 67(C), pages 368-380.
    16. Kate Phylaktis & Lichuan Xia, 2009. "Equity Market Comovement and Contagion: A Sectoral Perspective," Financial Management, Financial Management Association International, vol. 38(2), pages 381-409, June.
    17. Dimitrios Dimitriou & Theodore Simos, 2013. "Contagion channels of the USA subprime financial crisis: Evidence from USA, EMU, China and Japan equity markets," Journal of Financial Economic Policy, Emerald Group Publishing, vol. 5(1), pages 61-71, February.
    18. Kenourgios, Dimitris & Dimitriou, Dimitrios, 2015. "Contagion of the Global Financial Crisis and the real economy: A regional analysis," Economic Modelling, Elsevier, vol. 44(C), pages 283-293.
    19. 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.
    20. Shahzad, Syed Jawad Hussain & Nor, Safwan Mohd & Kumar, Ronald Ravinesh & Mensi, Walid, 2017. "Interdependence and contagion among industry-level US credit markets: An application of wavelet and VMD based copula approaches," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 466(C), pages 310-324.
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    Cited by:

    1. Laurentiu Dumitru ANDREI & Petre BREZEANU & Sorin-Marius DINU & Tiberiu DIACONESCU & Constantin ANGHELACHE, 2019. "Correlations and Turbulence of the European Markets," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 88-100, March.

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    More about this item

    Keywords

    contagion; systemic risk; Cornish-Fisher expansion; European Stock Markets.;
    All these keywords.

    JEL classification:

    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

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