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Un indicador Líder para la actividad económica de Colombia

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  • Edgar Vicente MARCILLO YÉPEZ

Abstract

En este documento se realiza la construcción de un indicador líder para anticipar al comportamiento cualitativo de la actividad económica de Colombia, medida a través del comportamiento del Producto Interno Bruto (PIB), se utiliza la metodología de factor dinámico. Para su aplicación se utilizaron 77 series que describen el comportamiento de la actividad económica. El documento muestra que hay 14 series económicas que anticipan el comportamiento del PIB cuando se utilizan series ajustadas estacionalmente, mientras que cuando se utilizan series sin ajuste estacional, se encuentra que 12 series adelantas el PIB, y en promedio el indicador líder se adelanta tres trimestres al PIB.

Suggested Citation

  • Edgar Vicente MARCILLO YÉPEZ, 2013. "Un indicador Líder para la actividad económica de Colombia," Archivos de Economía 11205, Departamento Nacional de Planeación.
  • Handle: RePEc:col:000118:011205
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    References listed on IDEAS

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    1. Luis Eduardo Arango & Fernando Arias & Luz Adriana Flórez & Munir Jalil, 2008. "Cronología de los ciclos de negocios recientes en Colombia," Revista Lecturas de Economía, Universidad de Antioquia, CIE, June.
    2. Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 2005. "The Generalized Dynamic Factor Model: One-Sided Estimation and Forecasting," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 830-840, September.
    3. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    4. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    5. Lippi, Marco & Reichlin, Lucrezia & Hallin, Marc & Forni, Mario, 2000. "Reference Cycles: The NBER Methodology Revisited," CEPR Discussion Papers 2400, C.E.P.R. Discussion Papers.
    6. Arango, Luis E. & Melo, Luis F., 2006. "Expansions and contractions in Brazil, Colombia and Mexico: A view through nonlinear models," Journal of Development Economics, Elsevier, vol. 80(2), pages 501-517, August.
    7. Herman Kamil & Jose David Pulido & Jose Luis Torres, 2010. "El "IMACO": un índice mensual líder de la actividad económica en Colombia," Borradores de Economia 609, Banco de la Republica de Colombia.
    8. Forni, Mario, et al, 2001. "Coincident and Leading Indicators for the Euro Area," Economic Journal, Royal Economic Society, vol. 111(471), pages 62-85, May.
    9. Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000. "The Generalized Dynamic-Factor Model: Identification And Estimation," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 540-554, November.
    10. Mauricio Avella Gómez & Leopoldo Fergusson T., 2004. "El ciclo económico - Enfoques e ilustraciones - Los ciclos económicos de Estados Unidos y Colombia," Borradores de Economia 2465, Banco de la Republica.
    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. Alfonso, Viviana & Arango, Luis Eduardo & Arias, Fernando & Cangrejo, Guillermo & Pulido, José David, 2012. "Ciclos de negocios en Colombia, 1975-2011," Revista Lecturas de Economía, Universidad de Antioquia, CIE, issue 78, pages 115-149, May.
    13. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1, August.
    14. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, August.
    15. James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409, National Bureau of Economic Research, Inc.
    16. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Indicadores Líder; coincidente y rezagado; modelo de factor dinámico; componentes principales dinámicos.;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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