Di Iorio, Francesca and Fachin, Stefano (2006): Testing for breaks in cointegrated panels.
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Abstract
Stability tests for cointegrating coefficients are known to have very low power with small to medium sample sizes. In this paper we propose to solve this problem by extending the tests to dependent cointegrated panels through the stationary bootstrap. Simulation evidence shows that the proposed panel tests improve considerably on asymptotic tests applied to individual series. As an empirical illustration we examined investment and saving for a panel of 14 European countries over the 1960-2002 period. While the individual stability tests, contrary to expectations and graphical evidence, in almost all cases do not reject the null of stability, the bootstrap panel tests lead to the more plausible conclusion that the long-run relationship between these two variables is likely to have undergone a break.
Item Type: | MPRA Paper |
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Original Title: | Testing for breaks in cointegrated panels |
Language: | English |
Keywords: | Panel cointegration; stationary bootstrap; parameter stability tests |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models |
Item ID: | 3280 |
Depositing User: | Francesca Di Iorio |
Date Deposited: | 18 May 2007 |
Last Modified: | 30 Sep 2019 17:17 |
References: | Bai J., Ng S. 2004 ”A PANIC Attack on Unit Roots and Cointegration” Econometrica 72, 1127-1177. Banerjee, A., Carrion-i-Silvestre J.L. (2004) ”Breaking Panel Cointegration”, Mimeo, European University Institute. Banerjee, A., Carrion-i-Silvestre J.L. (2006) ”Cointegration in Panel Data With Breaks and Cross-Section Dependence”, Working Paper Series n. 591, European Central Bank. Bewley, R.A. (1979) ”The Direct Estimation of the Equilibrium Response in Linear Models” Economics Letters, 3, 375-381. Engle, R.F and C.W.J. Granger (1987) ”Co-integration and Error Correction: Representation, Estimation and Testing”, Econometrica, 55, 251-176. Emerson, J., Kao, C. (2001) ”Testing for Structural Change of a Time Trend Regression in Panel Data: part I”, Journal of Propagations in Probability and Statistics, 2, 57-75. Emerson, J., Kao, C. (2005) ”Bootstrapping and Hypothesis Testing in Non-Stationary Panel Data” Applied Economics Letters, 2005, 12, 313- 318. Fachin, S. (2006) ”Long-Run Trends in Internal Migrations in Italy: a Study in Panel Cointegration with Dependent Units”, Journal of Applied Econometrics, forthcoming. Gengenbach, C., Palm, F., Urbain, J.P. (2005) ”Panel Cointegration Testing in the Presence of Common Factors”, Paper presented at the Conference on Frontiers in Times Series Analysis, Olbia. Gregory, A.W., Nason, J.M., Watt, D. (1996) ”Testing for Structural Breaks in Cointegrated Relationships”, Journal of Econometrics, 71, 321-341. Gutierrez, L. (2005) ”Tests for Cointegration in Panels with Regime Shifts”, Mimeo, Department of Agricultural Economics, University of Sassari. Hansen, B.E. (1992) ”Tests for Parameter Instability in Regressions with I(1) Processes”, Journal of Business and Economic Statistics, 10, 321- 335. Kao, C. (1999) ”Spurious regression and residual-based tests for cointegration in panel data” Journal of Econometrics, 90,1-44. Kao, C., Chiang, M-H. (2000) ”Testing for Structural Change of a Cointegrated Regression in Panel Data” Mimeo, Center for Policy Research, Syracuse University. Obstfeld, M. and Rogoff, K. (2000) ”The Six Major Puzzles in International Macroeconomics: Is There a Common Cause?” NBER Working Paper Series n. 7777. Pedroni, P. (1999) ”Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors”, Oxford Bulletin of Economics and Statistics, 61, 653-670. Pedroni, P. (2004) ”Panel Cointegration, Asymptotic and Finite Sample Properties of Pooled Time Series tests with an Application to the PPP hypothesis”, Econometric Theory, 20, 597-625. Pesaran, M.H. (2006) ”A Simple Panel Unit Root Test in the Presence of Cross Section Dependence”, DAE Working Paper No. 0346, Cambridge University. Politis, D.N., Romano, J.P. (1994) ”The Stationary Bootstrap”, Journal of the American Statistical Association, 89, 1303-1313. Politis, D. N., White, H. (2003) ”Automatic Block-Length Selection for the Dependent Bootstrap”, Econometric Reviews, 23, 53-70. Westerlund, J. (2006) ”Testing for Panel Cointegration with Multiple Structural Breaks”, Oxford Bulletin of Economics and Statistics, 68, 101- 132. Westerlund, J., Edgerton, D. (2006) ”A Panel Bootstrap Cointegration Test” Mimeo, Lund University. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/3280 |