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Indicador global adelantado de corto y largo plazo para la economía del Cauca 1960-2014

Author

Listed:
  • Andres Mauricio Gómez Sánchez
  • Juliana Isabel Sarmiento Castillo
  • Claudia Liceth Fajardo Hoyos

Abstract

Este documento propone la construcción de un indicador líder o adelantado para la economía del departamento del Cauca, a través de tres metodologías alternativas, distantes de las tradicionalmente basadas en la metodología National Bureau of Economic Research (NBER). Para lograrlo, se utilizan tres indicadores de corto y largo plazo, bajo el método de descomposición lineal del ciclo, otro indicador global sintético basado en la metodología de los componentes principales y finalmente otro que utiliza el algoritmo del filtro de Kalman. Los resultados muestran, entre otros aspectos, que el indicador en el escenario Kalman supera en robustez estadística a los otros dos indicadores y augura un crecimiento económico positivo para esta región en los anos venideros.

Suggested Citation

  • Andres Mauricio Gómez Sánchez & Juliana Isabel Sarmiento Castillo & Claudia Liceth Fajardo Hoyos, 2016. "Indicador global adelantado de corto y largo plazo para la economía del Cauca 1960-2014," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 35(62), pages 209-244, July.
  • Handle: RePEc:col:000152:014946
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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. Geoffrey H. Moore & Julius Shiskin, 1967. "Indicators of Business Expansions and Contractions," NBER Books, National Bureau of Economic Research, Inc, number moor67-2, March.
    3. Herman Kamil & José David Pulido & José Luis Torres, 2010. "El "IMACO": un índice mensual de la actividad económica en Colombia," Monetaria, CEMLA, vol. 0(4), pages 495-548, octubre-d.
    4. 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.
    5. Philip A. Klein & Geoffrey H. Moore, 1982. "The Leading Indicator Approach to Economic Forecasting--Retrospect and Prospect," NBER Working Papers 0941, National Bureau of Economic Research, Inc.
    6. Gallardo, Mauricio & Pedersen, Michael, 2007. "Un sistema de indicadores líderes compuestos para la región de América Latina," Estudios Estadísticos 4758, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    7. Alvaro Montenegro, 2005. "Introducción al filtro Kalman," Documentos de Economía 2920, Universidad Javeriana - Bogotá.
    8. 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.
    9. Martha Misas & Enrique López, 1999. "El producto potencial en Colombia: una estimación bajo var estructural," Coyuntura Económica, Fedesarrollo, September.
    10. 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.
    11. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1, March.
    12. Julius Shiskin & Geoffrey H. Moore, 1968. "Composite Indexes of Leading, Coinciding, and Lagging Indicators, 1948–67," NBER Chapters, in: Supplement to NBER Report One, pages 1-8, National Bureau of Economic Research, Inc.
    13. 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, March.
    14. 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.
    15. 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.
    16. Alan J. Auerbach, 1981. "The Index of Leading Indicators: "Measurement without Theory," Twenty-Five Years Later," NBER Working Papers 0761, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    indicador líder; ciclos económicos; filtro de Kalman; componentes principales; economía regional.;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics

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