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Modelación de la correlación condicional para el mercado bursátil colombiano: una aplicación de DCC – MGARCH
[Modeling of the conditional correlation for the Colombian stock market: a DCC application - MGARCH]

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  • Sandoval Paucar, Giovanny

Abstract

El artículo investiga la incertidumbre y la interdependencia entre el mercado accionario colombiano y los principales mercados internacionales. Se estima un modelo Correlación Condicional Dinámica (DCC) para estudiar la interdependencia entre los mercados accionarios seleccionados y un modelo GARCH para analizar la volatilidad condicional. Para ello, se utiliza una muestra de datos diarios, que abarca el período comprendido entre el Enero de 2003 y Agosto de 2018. Los resultados muestran que el periodo de crisis subprime genera un efecto positivo significativo en la volatilidad condicional. Además, existe un co-movimiento significativo en el tiempo entre el mercado bursátil colombiano y los mercados nacionales e internacionales. En cuanto a la persistencia, la covariabilidad con los mercados nacionales es mayor, en relación a los mercados internacionales

Suggested Citation

  • Sandoval Paucar, Giovanny, 2019. "Modelación de la correlación condicional para el mercado bursátil colombiano: una aplicación de DCC – MGARCH [Modeling of the conditional correlation for the Colombian stock market: a DCC applicati," MPRA Paper 92534, University Library of Munich, Germany, revised 04 Mar 2019.
  • Handle: RePEc:pra:mprapa:92534
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    References listed on IDEAS

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    1. Enrique G. Mendoza & Katherine A. Smith, 2002. "Margin Calls, Trading Costs, and Asset Prices in Emerging Markets: The Finanical Mechanics of the 'Sudden Stop' Phenomenon," NBER Working Papers 9286, National Bureau of Economic Research, Inc.
    2. Matthew Elliott & Benjamin Golub & Matthew O. Jackson, 2014. "Financial Networks and Contagion," American Economic Review, American Economic Association, vol. 104(10), pages 3115-3153, October.
    3. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June.
    4. 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.
    5. 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.
    6. Eichengreen, Barry & Gupta, Poonam, 2015. "Tapering talk: The impact of expectations of reduced Federal Reserve security purchases on emerging markets," Emerging Markets Review, Elsevier, vol. 25(C), pages 1-15.
    7. Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, April.
    8. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel & Tille, Cedric, 2000. "Competitive devaluations: toward a welfare-based approach," Journal of International Economics, Elsevier, vol. 51(1), pages 217-241, June.
    9. Anna Pavlova & Roberto Rigobon, 2007. "Asset Prices and Exchange Rates," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1139-1180.
    10. Gerlach, Stefan & Smets, Frank, 1995. "Contagious speculative attacks," European Journal of Political Economy, Elsevier, vol. 11(1), pages 45-63, March.
    11. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Rating the Rating Agencies," MPRA Paper 24578, University Library of Munich, Germany.
    12. Calvo, Guillermo A. & Mendoza, Enrique G., 2000. "Rational contagion and the globalization of securities markets," Journal of International Economics, Elsevier, vol. 51(1), pages 79-113, June.
    13. Luis Fernando Melo & Hernán Rincón, 2013. "Choques externos y precios de los activos en Latinoamérica antes y después de la quiebra de Lehman Brothers," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 31(71), pages 1-35, June.
    14. 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.
    15. Ian Martin, 2013. "The Lucas Orchard," Econometrica, Econometric Society, vol. 81(1), pages 55-111, January.
    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. Roberto Rigobón, 2019. "Contagion, Spillover, and Interdependence," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 69-99, April.
    18. 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.
    19. Kathy Yuan, 2005. "Asymmetric Price Movements and Borrowing Constraints: A Rational Expectations Equilibrium Model of Crises, Contagion, and Confusion," Journal of Finance, American Finance Association, vol. 60(1), pages 379-411, February.
    20. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-255, January.
    21. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
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    More about this item

    Keywords

    : propagación de choques financieros; MGARCH; mercados financieros colombianos;
    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
    • F30 - International Economics - - International Finance - - - General
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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