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Causalidad y cointegracion en modelos econometricos: Aplicaciones a los paises de la OCDE y limitaciones de los tests de cointegracion

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  • Guisan, M.Carmen

Abstract

En este documento se analizan las limitaciones del analisis de cointegracion para la determinacion del caracter causal o espurio de las relaciones economicas. La aplicacion habitual de este enfoque lleva, con frecuencia, a considerar como espurias relaciones que son causales y, ademas, no siempre evita el peligro de considerar como no espurias relaciones que si lo son. Se efectua una aplicacion a la relacion entre Consumo y el PIB en 25 paises de la OCDE, la cual confirma las limitaciones de dicho enfoque. Documentos de la autora en ingles, relacionados con este tema son Guisan(2001a) y (2003), citados en la bibliografia. A general review of cointegration is presented in this paper, emphasizing the limitations of this approach, as the usual application very often leads to declare as spurious many important causal relations, and besides that it does not always avoid the peril of accepting as causal relations that really are spurious. The application to the relation between Private Consumption and Gross Domestic Product in 25 OECD countries confirms the limitations of the usual approach to cointegration. Related papers in English, also downloadable, are Guisan(2001a) and (2003), cited in the bibliography.

Suggested Citation

  • Guisan, M.Carmen, 2002. "Causalidad y cointegracion en modelos econometricos: Aplicaciones a los paises de la OCDE y limitaciones de los tests de cointegracion," Economic Development 61, University of Santiago de Compostela. Faculty of Economics and Business. Econometrics..
    • Handle: RePEc:eaa:ecodev:61
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    References listed on IDEAS

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    1. Peter C.B. Phillips & Pierre Perron, 1986. "Testing for a Unit Root in Time Series Regression," Cowles Foundation Discussion Papers 795R, Cowles Foundation for Research in Economics, Yale University, revised Sep 1987.
    2. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. 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.
    5. 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.
    6. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    7. Davidson, James E H, et al, 1978. "Econometric Modelling of the Aggregate Time-Series Relationship between Consumers' Expenditure and Income in the United Kingdom," Economic Journal, Royal Economic Society, vol. 88(352), pages 661-692, December.
    8. Mohammad Hashem Pesaran & Yongcheol Shin & Richard J Smith, 1999. "Bounds Testing Approaches to the Analysis of Long Run Relationships," Edinburgh School of Economics Discussion Paper Series 46, Edinburgh School of Economics, University of Edinburgh.
    9. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    10. James G. MacKinnon, 1990. "Critical Values for Cointegration Tests," Working Paper 1227, Economics Department, Queen's University.
    11. Amemiya, Takeshi, 1980. "Selection of Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 21(2), pages 331-354, June.
    12. Robert B. Litterman, 1979. "Techniques of forecasting using vector autoregressions," Working Papers 115, Federal Reserve Bank of Minneapolis.
    13. Guisan, M.Carmen, 2001. "Causality and Cointegration between Consumption and GDP in 25 OECD countries: limitations of cointegration approach," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 1(1), pages 39-61.
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    1. Guisan, M.C. & Iglesias, A., 2002. "Las Industrias Derivadas de la Madera En España (1964-90). Comparacion internacional, modelos econometricos y analisis de causalidad," Economic Development 52, University of Santiago de Compostela. Faculty of Economics and Business. Econometrics..

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    More about this item

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • F0 - International Economics - - General
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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