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Decomposing Granger Causality over the Spectrum

Author

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  • Lemmens, A.
  • Croux, C.
  • Dekimpe, M.G.

Abstract

We develop a bivariate spectral Granger-causality test that can be applied at each individual frequency of the spectrum. The spectral approach to Granger causality has the distinct advantage that it allows to disentangle (potentially) di®erent Granger- causality relationships over di®erent time horizons. We illustrate the usefulness of the proposed approach in the context of the predictive value of European production expectation surveys.

Suggested Citation

  • Lemmens, A. & Croux, C. & Dekimpe, M.G., 2004. "Decomposing Granger Causality over the Spectrum," ERIM Report Series Research in Management ERS-2004-102-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    • Handle: RePEc:ems:eureri:1814
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    References listed on IDEAS

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    1. repec:bla:obuest:v:63:y:2001:i:2:p:247-61 is not listed on IDEAS
    2. Yousif Khalifa Al-Yousif, 2002. "Defense Spending and Economic Growth: Some Empirical Evidence from the Arab Gulf Region," Defence and Peace Economics, Taylor & Francis Journals, vol. 13(3), pages 187-197.
    3. Baxter, Marianne, 1994. "Real exchange rates and real interest differentials: Have we missed the business-cycle relationship?," Journal of Monetary Economics, Elsevier, vol. 33(1), pages 5-37, February.
    4. Woitek, Ulrich, 2003. "Height cycles in the 18th and 19th centuries," Economics & Human Biology, Elsevier, vol. 1(2), pages 243-257, June.
    5. Hanssens, Dominique M & Vanden Abeele, Pierre M, 1987. "A Time-Series Study of the Formation and Predictive Performance of EEC Production Survey Expectations," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(4), pages 507-519, October.
    6. Park, Jinwoo & Shenoy, Catherine, 2002. "An examination of the dynamic behavior of aggregate bond and stock issues," International Review of Economics & Finance, Elsevier, vol. 11(2), pages 175-189, May.
    7. Bassam Abual-Foul, 2004. "Testing the export-led growth hypothesis: evidence from Jordan," Applied Economics Letters, Taylor & Francis Journals, vol. 11(6), pages 393-396.
    8. repec:bla:obuest:v:61:y:1999:i:4:p:545-68 is not listed on IDEAS
    9. Oller, Lars-Erik & Tallbom, Christer, 1996. "Smooth and timely business cycle indicators for noisy Swedish data," International Journal of Forecasting, Elsevier, vol. 12(3), pages 389-402, September.
    10. Lemmens, Aurelie & Croux, Christophe & Dekimpe, Marnik G., 2005. "On the predictive content of production surveys: A pan-European study," International Journal of Forecasting, Elsevier, vol. 21(2), pages 363-375.
    11. Hiemstra, Craig & Jones, Jonathan D, 1994. "Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-1664, December.
    12. Christophe Croux & Mario Forni & Lucrezia Reichlin, 2001. "A Measure Of Comovement For Economic Variables: Theory And Empirics," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 232-241, May.
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    Cited by:

    1. Koen Pauwels & Imran Currim & Marnik Dekimpe & Dominique Hanssens & Natalie Mizik & Eric Ghysels & Prasad Naik, 2004. "Modeling Marketing Dynamics by Time Series Econometrics," Marketing Letters, Springer, vol. 15(4), pages 167-183, December.

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    More about this item

    Keywords

    Granger causality; business surveys; production expectations; spectral analysis;
    All these keywords.

    JEL classification:

    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • M - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing

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