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Does the U.S. exercise contagion on Italy? A theoretical model and empirical evidence

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  • Cerqueti, Roy
  • Fenga, Livio
  • Ventura, Marco

Abstract

This paper deals with the theme of contagion in financial markets. At this aim, we develop a model based on Mixed Poisson Processes to describe the abnormal returns of financial markets of two considered countries. In so doing, the article defines the theoretical conditions to be satisfied in order to state that one of them – the so-called leader – exercises contagion on the others — the followers. Specifically, we employ an invariant probabilistic result stating that a suitable transformation of a Mixed Poisson Process is still a Mixed Poisson Process. The theoretical claim is validated by implementing an extensive simulation analysis grounded on empirical data. The countries considered are the U.S. (as the leader) and Italy (as the follower) and the period under scrutiny is very large, ranging from 1970 to 2014.

Suggested Citation

  • Cerqueti, Roy & Fenga, Livio & Ventura, Marco, 2018. "Does the U.S. exercise contagion on Italy? A theoretical model and empirical evidence," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 499(C), pages 436-442.
    • Handle: RePEc:eee:phsmap:v:499:y:2018:i:c:p:436-442
    DOI: 10.1016/j.physa.2018.02.073
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    1. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1996. "Inflows of Capital to Developing Countries in the 1990s," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 123-139, Spring.
    2. Fujiwara, Yoshi, 2004. "Zipf law in firms bankruptcy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 337(1), pages 219-230.
    3. Stephen G. Eick & William A. Massey & Ward Whitt, 1993. "The Physics of the Mt/G/∞ Queue," Operations Research, INFORMS, vol. 41(4), pages 731-742, August.
    4. Rigobon, Roberto, 2002. "The curse of non-investment grade countries," Journal of Development Economics, Elsevier, vol. 69(2), pages 423-449, December.
    5. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    6. Bellenzier, Lucia & Vitting Andersen, Jørgen & Rotundo, Giulia, 2016. "Contagion in the world's stock exchanges seen as a set of coupled oscillators," Economic Modelling, Elsevier, vol. 59(C), pages 224-236.
    7. Agenor, Pierre-Richard & Aizenman, Joshua & Hoffmaister, Alexander W., 2004. "The credit crunch in East Asia: what can bank excess liquid assets tell us?," Journal of International Money and Finance, Elsevier, vol. 23(1), pages 27-49, February.
    8. Samarakoon, Lalith P., 2011. "Stock market interdependence, contagion, and the U.S. financial crisis: The case of emerging and frontier markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 724-742.
    9. Melisso Boschi, 2005. "International financial contagion: evidence from the Argentine crisis of 2001-2002," Applied Financial Economics, Taylor & Francis Journals, vol. 15(3), pages 153-163.
    10. Claudiu Herteliu & Bogdan Vasile Ileanu & Marcel Ausloos & Giulia Rotundo, 2015. "Effect of religious rules on time of conception in Romania from 1905 to 2001," Papers 1509.04564, arXiv.org, revised Oct 2015.
    11. Lucia Bellenzier & Jørgen Vitting Andersen & Giulia Rotundo, 2016. "Contagion in the World's Stock Exchanges Seen as a Set of Coupled Oscillators," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01215620, HAL.
    12. Cerqueti, Roy & Ausloos, Marcel, 2015. "Evidence of economic regularities and disparities of Italian regions from aggregated tax income size data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 421(C), pages 187-207.
    13. 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.
    14. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Sources of contagion: is it finance or trade?," Journal of International Economics, Elsevier, vol. 54(2), pages 293-308, August.
    15. 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.
    16. Lucia Bellenzier & J{o}rgen Vitting Andersen & Giulia Rotundo, 2016. "Contagion in the world's stock exchanges seen as a set of coupled oscillators," Papers 1602.07452, arXiv.org.
    17. Ser-Huang Poon, 2004. "Extreme Value Dependence in Financial Markets: Diagnostics, Models, and Financial Implications," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 581-610.
    18. Ioannides, Yannis M. & Overman, Henry G., 2003. "Zipf's law for cities: an empirical examination," Regional Science and Urban Economics, Elsevier, vol. 33(2), pages 127-137, March.
    19. Ioannides, Yannis & Skouras, Spyros, 2013. "US city size distribution: Robustly Pareto, but only in the tail," Journal of Urban Economics, Elsevier, vol. 73(1), pages 18-29.
    20. Kristin J. Forbes, 2012. "The “Big C”: identifying and mitigating contagion," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 23-87.
    21. Cerqueti, Roy & Foschi, Rachele & Spizzichino, Fabio, 2009. "A spatial mixed Poisson framework for combination of excess-of-loss and proportional reinsurance contracts," Insurance: Mathematics and Economics, Elsevier, vol. 45(1), pages 59-64, August.
    22. Kristin Forbes, 2012. "The "Big C": Identifying Contagion," NBER Working Papers 18465, National Bureau of Economic Research, Inc.
    23. Jeffrey A. Frankel & Sergio L. Schmukler, 1996. "Crisis, contagion, and country funds: effects on East Asia and Latin America," Proceedings, Federal Reserve Bank of San Francisco, pages 232-266.
    24. Aït-Sahalia, Yacine & Cacho-Diaz, Julio & Laeven, Roger J.A., 2015. "Modeling financial contagion using mutually exciting jump processes," Journal of Financial Economics, Elsevier, vol. 117(3), pages 585-606.
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    More about this item

    Keywords

    Econophysics; Financial markets; Abnormal returns; Contagion; Mixed Poisson process;
    All these keywords.

    JEL classification:

    • C46 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Specific Distributions
    • C65 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Miscellaneous Mathematical Tools

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