Granger-Causality in the presence of structural breaks
The concept of Granger-Causality (GC) is widely used to draw inference concerning causality in applied economics. Stationary series are the term of reference used in GC testing, which is generally studied by means of a standard Dickey-Fuller test. We prove that, when the Data Generating Process (DGP) of the variables is either Broken-Trend Stationary (BTS) or Broken-Mean Stationary (BMS), correct inference can not be drawn from a standard Granger-Causality test and may identify inexistent causal relationships, even if the former variables are differenced. Asymptotic and finite-sample evidence in this sense is provided.
Volume (Year): 3 (2008)
Issue (Month): 61 ()
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- McCrorie, J.R. & Chambers, M.J., 2004.
"Granger Causality and the Sampling of Economic Processes,"
2004-39, Tilburg University, Center for Economic Research.
- McCrorie, J. Roderick & Chambers, Marcus J., 2006. "Granger causality and the sampling of economic processes," Journal of Econometrics, Elsevier, vol. 132(2), pages 311-336, June.
- Bernd Hayo, 1999.
"Money-output Granger causality revisited: an empirical analysis of EU countries,"
Taylor & Francis Journals, vol. 31(11), pages 1489-1501.
- Bernd Hayo, 1998. "Money-Output Granger Causality Revisited: An Empirical Analysis of EU Countries," Macroeconomics 9809009, EconWPA.
- Hayo, Bernd, 1998. "Money-output Granger causality revisited: An empirical analysis of EU countries," ZEI Working Papers B 08-1998, ZEI - Center for European Integration Studies, University of Bonn.
- Dufour, J.M. & Renault, E., 1995.
"Short-Run and Long-Rub Causality in Time Series: Theory,"
Cahiers de recherche
9538, Universite de Montreal, Departement de sciences economiques.
- Jean-Marie Dufour & Eric Renault, 1998. "Short Run and Long Run Causality in Time Series: Theory," Econometrica, Econometric Society, vol. 66(5), pages 1099-1126, September.
- Dufour, J.M. & Renault, E., 1995. "Short-Run and Long-Rub Causality in Time Series: Theory," Cahiers de recherche 9538, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Andersson, Jonas, 2004.
"Testing for Granger causality in the presence of measurement errors,"
2004/11, Department of Business and Management Science, Norwegian School of Economics.
- Jonas Andersson, 2005. "Testing for Granger causality in the presence of measurement errors," Economics Bulletin, AccessEcon, vol. 3(47), pages 1-13.
- David E. A. Giles & Lindsay Tedds & Gugsa Werkneh, 1999.
"The Canadian Underground and Measured Economies: Granger Causality Results,"
Econometrics Working Papers
9907, Department of Economics, University of Victoria.
- David Giles & Lindsay Tedds & Gugsa Werkneh, 2002. "The Canadian underground and measured economies: Granger causality results," Applied Economics, Taylor & Francis Journals, vol. 34(18), pages 2347-2352.
- Giles, David E..A. & Tedds, Lindsay M. & Werkneh, Gugsa, 2002. "The Canadian Underground and Measured Economies: Granger Causality Results," MPRA Paper 39786, University Library of Munich, Germany.
- Foresti, Pasquale, 2006. "Testing for Granger causality between stock prices and economic growth," MPRA Paper 2962, University Library of Munich, Germany, revised 2007.
- Peter C.B. Phillips, 1985.
"Understanding Spurious Regressions in Econometrics,"
Cowles Foundation Discussion Papers
757, Cowles Foundation for Research in Economics, Yale University.
- Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- Christiano, Lawrence J. & Ljungqvist, Lars, 1988. "Money does Granger-cause output in the bivariate money-output relation," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 217-235, September.
- repec:ebl:ecbull:v:3:y:2005:i:47:p:1-13 is not listed on IDEAS
- Perron, Pierre, 1989.
"The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis,"
Econometric Society, vol. 57(6), pages 1361-1401, November.
- Perron, P, 1988. "The Great Crash, The Oil Price Shock And The Unit Root Hypothesis," Papers 338, Princeton, Department of Economics - Econometric Research Program.
- Vogelsang, T.I. & Perron, P., 1991.
"Nonstationary and Level Shifts With An Application To Purchasing Power Parity,"
359, Princeton, Department of Economics - Econometric Research Program.
- Perron, Pierre & Vogelsang, Timothy J, 1992. "Nonstationarity and Level Shifts with an Application to Purchasing Power Parity," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 301-20, July.
- Ventosa-Santaularària, Daniel & Gómez, Manuel, 2006. "Inflation and Breaks: the validity of the Dickey-Fuller test," MPRA Paper 58773, University Library of Munich, Germany.
- Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-52, September.
- Mehl, Arnaud, 2000. "Unit root tests with double trend breaks and the 1990s recession in Japan," Japan and the World Economy, Elsevier, vol. 12(4), pages 363-379, December.
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