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Predictibilidad del Mercado Accionario Colombiano

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  • Jose Ignacio Lopez

Abstract

Con base en el universo de emisores del mercado de renta variable en Colombia se construye un índice de precios, retornos y dividendos para el período 1995- 2017. La serie de retornos totales del mercado accionario, que muestra un promedio histórico de 19.07% (0.60 en unidades de volatilidad), permite analizar la predictibilidad del mercado en el corto (menos de un ano), mediano y largo plazo (entre 2 y 5 anos). Los modelos de predictibilidad de corto plazo tienen poco poder de predicción, pero dicho poder crece con el horizonte de tiempo. El análisis de largo plazo muestra que los movimientos del ratio dividendo-precio se explican en su mayoría por cambios en los rendimientos futuros. Las variables económicas que más aportan en términos de poder explicativo en las regresiones de pronóstico de mediano y largo plazo son la tasa de crecimiento de los créditos de vivienda, la tasa de cambio real y los retornos del índice S&P500. Estos resultados sugieren la existencia de ciclos de los retornos del mercado accionario, consistentes con una prima de riesgo variante en el tiempo.

Suggested Citation

  • Jose Ignacio Lopez, 2018. "Predictibilidad del Mercado Accionario Colombiano," Documentos CEDE 16086, Universidad de los Andes, Facultad de Economía, CEDE.
  • Handle: RePEc:col:000089:016086
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    1. Campbell, John Y & Ammer, John, 1993. "What Moves the Stock and Bond Markets? A Variance Decomposition for Long-Term Asset Returns," Journal of Finance, American Finance Association, vol. 48(1), pages 3-37, March.
    2. Nelson, Charles R, 1976. "Inflation and Rates of Return on Common Stocks," Journal of Finance, American Finance Association, vol. 31(2), pages 471-483, May.
    3. José E. Gómez-González & Luis Fernando Melo Velandia, 2014. "Efectos de «ángeles caídos» en el mercado accionario colombiano: estudio de eventos del caso Interbolsa," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 32(75), pages 23-27, December.
    4. Larrain, Borja & Yogo, Motohiro, 2008. "Does firm value move too much to be justified by subsequent changes in cash flow," Journal of Financial Economics, Elsevier, vol. 87(1), pages 200-226, January.
    5. Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
    6. Katherine Julieth Sierra Suárez & Juan Benjami?n Duarte Duarte & Victor Alfonso Rueda Orti?z, 2015. "Predictibilidad de los retornos en el mercado de Colombia e hipótesis de mercado adaptativo," Estudios Gerenciales, Universidad Icesi, vol. 31(137), pages 411-418, November.
    7. Hjalmarsson, Erik, 2010. "Predicting Global Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 49-80, February.
    8. Sydney C. Ludvigson & Serena Ng, 2009. "Macro Factors in Bond Risk Premia," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5027-5067, December.
    9. Andrew Ang & Geert Bekaert, 2007. "Stock Return Predictability: Is it There?," The Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 651-707.
    10. Rangvid, Jesper & Schmeling, Maik & Schrimpf, Andreas, 2014. "Dividend Predictability Around the World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(5-6), pages 1255-1277, December.
    11. Lettau, Martin & Ludvigson, Sydney C., 2005. "Expected returns and expected dividend growth," Journal of Financial Economics, Elsevier, vol. 76(3), pages 583-626, June.
    12. Campbell, John Y, 1991. "A Variance Decomposition for Stock Returns," Economic Journal, Royal Economic Society, vol. 101(405), pages 157-179, March.
    13. John H. Boyd & Jian Hu & Ravi Jagannathan, 2005. "The Stock Market's Reaction to Unemployment News: Why Bad News Is Usually Good for Stocks," Journal of Finance, American Finance Association, vol. 60(2), pages 649-672, April.
    14. L. E. Arango & A. Gonzalez & C. E. Posada, 2002. "Returns and the interest rate: a non-linear relationship in the Bogotastock market," Applied Financial Economics, Taylor & Francis Journals, vol. 12(11), pages 835-842.
    15. John H. Cochrane, 2011. "Presidential Address: Discount Rates," Journal of Finance, American Finance Association, vol. 66(4), pages 1047-1108, August.
    16. Alvaro Montenegro, 2007. "El efecto día en la bolsa de valores de Colombia," Documentos de Economía 4447, Universidad Javeriana - Bogotá.
    17. Amit Goyal & Ivo Welch, 2003. "Predicting the Equity Premium with Dividend Ratios," Management Science, INFORMS, vol. 49(5), pages 639-654, May.
    18. Julio Cesar Alonso & Juan Carlos Garcia, 2009. "¿Que tan buenos son los patrones del IGBC para predecir su comportamiento?: una aplicación de datos de alta frecuencia," Borradores de Economía y Finanzas 5243, Universidad Icesi.
    19. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    20. Harvey, Campbell R, 1991. "The World Price of Covariance Risk," Journal of Finance, American Finance Association, vol. 46(1), pages 111-157, March.
    21. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    22. David E. Rapach & Jack K. Strauss & Guofu Zhou, 2013. "International Stock Return Predictability: What Is the Role of the United States?," Journal of Finance, American Finance Association, vol. 68(4), pages 1633-1662, August.
    23. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    24. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    25. Yepes-Rios, Beatriz & Gonzalez-Tapia, Kelly & Gonzalez-Perez, Maria Alejandra, 2015. "The integration of stock exchanges: The case of the Latin American Integrated Market (MILA) and its impact on ownership and internationalization status in Colombian brokerage firms," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 20(39), pages 84-93.
    26. Campbell, John Y., 1987. "Stock returns and the term structure," Journal of Financial Economics, Elsevier, vol. 18(2), pages 373-399, June.
    27. Pearce, Douglas K & Roley, V Vance, 1983. "The Reaction of Stock Prices to Unanticipated Changes in Money: A Note," Journal of Finance, American Finance Association, vol. 38(4), pages 1323-1333, September.
    28. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    29. Jhonatan Pérez Villalobos & Juan Carlos Mendoza, 2010. "Efecto día en el mercado accionario Colombiano: una aproximación no paramétrica," Borradores de Economia 585, Banco de la Republica de Colombia.
    30. Katherine Julieth Sierra Suárez & Juan Benjami?n Duarte Duarte & Victor Alfonso Rueda Orti?z, 2015. "Predictibilidad de los retornos en el mercado de Colombia e hipótesis de mercado adaptativo," Estudios Gerenciales, Universidad Icesi, vol. 31(137), pages 411-418, November.
    31. Solnik, Bruno, 1993. "The performance of international asset allocation strategies using conditioning information," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 33-55, June.
    32. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    33. Julio César Alonso & Juan Carlos García, 2009. "¿Qué Tan Buenos Son Los Patrones Del Igbc Para Predecir Su Comportamiento?," Estudios Gerenciales, Universidad Icesi, September.
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    More about this item

    Keywords

    Predictibilidad; Prima de Riesgo; Rendimiento Dividendo;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

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