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Granger Causality in the Presence of Structural Changes

Author

Listed:
  • Bianchi, Marco

    (Bank of England)

Abstract

We focus in these paper on Granger shifts or structural breaks. We show that when the assumption of parameter constancy is violated, due to occurrence of structural breaks, Granger causality tests can provide misleading inference about the underlying relationship of causality. We consider a Bayesian model for the detection of structural breaks which can make Granger causality tests ‘robust’ to the presence of structural instabilities in the sample. An application of the method to the Canadian series of GNP and M1 is presented.

Suggested Citation

  • Bianchi, Marco, 1995. "Granger Causality in the Presence of Structural Changes," LIDAM Discussion Papers IRES 1995018, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    • Handle: RePEc:ctl:louvir:1995018
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    Cited by:

    1. Candelon, Bertrand & Hasse, Jean-Baptiste, 2023. "Testing for causality between climate policies and carbon emissions reduction," Finance Research Letters, Elsevier, vol. 55(PA).
    2. Serena Ng & Timothy Vogelsang, 2002. "Analysis Of Vector Autoregressions In The Presence Of Shifts In Mean," Econometric Reviews, Taylor & Francis Journals, vol. 21(3), pages 353-381.
    3. Döpke, Jörg & Pierdzioch, Christian, 1998. "Brokers and business cycles: Does financial market volatility cause real fluctuations?," Kiel Working Papers 899, Kiel Institute for the World Economy (IfW Kiel).
    4. Ahdi Noomen Ajmi & Ghassen El Montasser & Duc Khuong Nguyen, 2014. "Carbon emissions - income relationships with structural breaks: the case of the Middle East and North African countries," Working Papers 2014-296, Department of Research, Ipag Business School.
    5. Thierno Balde & Gabriel Rodriguez, 2005. "Finite sample effects of additive outliers on the Granger-causality test with an application to money growth and inflation in Peru," Applied Economics Letters, Taylor & Francis Journals, vol. 12(13), pages 841-844.
    6. Döpke, Jörg & Pierdzioch, Christian, 1999. "Financial market volatility and inflation uncertainty: An empirical investigation," Kiel Working Papers 913, Kiel Institute for the World Economy (IfW Kiel).

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