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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- 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.
- Bernd Hayo, 1999. "Money-output Granger causality revisited: an empirical analysis of EU countries," Applied Economics, 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.
- Jonas Andersson, 2005.
"Testing for Granger causality in the presence of measurement errors,"
AccessEcon, vol. 3(47), pages 1-13.
- Andersson, Jonas, 2004. "Testing for Granger causality in the presence of measurement errors," Discussion Papers 2004/11, Department of Business and Management Science, Norwegian School of Economics.
- David Giles & Lindsay Tedds & Gugsa Werkneh, 2002.
"The Canadian underground and measured economies: Granger causality results,"
Taylor & Francis Journals, vol. 34(18), pages 2347-2352.
- 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.
- 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.
- 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.
- 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.
- Vogelsang, T.I. & Perron, P., 1991. "Nonstationary and Level Shifts With An Application To Purchasing Power Parity," Papers 359, Princeton, Department of Economics - Econometric Research Program.
- 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.
- McCrorie, J.R. & Chambers, M.J., 2004. "Granger Causality and the Sampling of Economic Processes," Discussion Paper 2004-39, Tilburg University, Center for Economic Research.
- Foresti, Pasquale, 2006. "Testing for Granger causality between stock prices and economic growth," MPRA Paper 2962, University Library of Munich, Germany, revised 2007.
- Perron, P, 1988.
"The Great Crash, The Oil Price Shock And The Unit Root Hypothesis,"
338, Princeton, Department of Economics - Econometric Research Program.
- Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
- 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
- Ventosa-Santaularària, Daniel & Gómez, Manuel, 2006. "Inflation and Breaks: the validity of the Dickey-Fuller test," MPRA Paper 58773, University Library of Munich, Germany.
- 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.
- 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, Universite de Montreal, Departement de sciences economiques.
- Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-52, September.
- 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.
- Phillips, P.C.B., 1986.
"Understanding spurious regressions in econometrics,"
Journal of Econometrics,
Elsevier, vol. 33(3), pages 311-340, December.
- Peter C.B. Phillips, 1985. "Understanding Spurious Regressions in Econometrics," Cowles Foundation Discussion Papers 757, Cowles Foundation for Research in Economics, Yale University.
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