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Stability Tests for Heterogeneous Panel Data

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Abstract

This paper proposes a new test for structural instability in heterogeneous panels. The test builds on the seminal work of Andrews (2003) originally developed for time series. It is robust to non-normal, heteroskedastic and serially correlated errors, and allows for the number of post break observations to be small. Importantly, the test considers the alternative of a break affecting only some - and not all - individuals of the panel. Under mild assumptions the test statistic is shown to be asymptotically normal, thanks to the additional cross sectional dimension of panel data. This greatly facilitates the calculation of critical values. Monte Carlo experiments show that the test has good size and power under a wide range of circumstances. The test is then applied to investigate the effect of the Euro on trade.

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Bibliographic Info

Paper provided by Economics Section, The Graduate Institute of International Studies in its series IHEID Working Papers with number 24-2006.

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Length: 22
Date of creation: Oct 2006
Date of revision: Dec 2006
Handle: RePEc:gii:giihei:heiwp24-2006

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Keywords: Structural change; end-of-sample instability tests; heterogeneous panels; Monte Carlo; Euro effect on trade.;

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References

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  1. Jushan Bai & Serena Ng, 2000. "Determining the Number of Factors in Approximate Factor Models," Boston College Working Papers in Economics 440, Boston College Department of Economics.
  2. Maurice J.G. Bun & Franc J.G.M. Klaassen, 2002. "Has the Euro increased Trade?," Tinbergen Institute Discussion Papers 02-108/2, Tinbergen Institute.
  3. Pasaran, M.H. & Im, K.S. & Shin, Y., 1995. "Testing for Unit Roots in Heterogeneous Panels," Cambridge Working Papers in Economics 9526, Faculty of Economics, University of Cambridge.
  4. Jean Imbs & Haroon Mumtaz & Morten Ravn & Hélène Rey, 2005. "PPP Strikes Back: Aggregation and the Real Exchange Rate," The Quarterly Journal of Economics, MIT Press, vol. 120(1), pages 1-43, January.
  5. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-56, July.
  6. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
  7. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
  8. Andrew K. Rose, 1999. "One Money, One Market: Estimating the Effect of Common Currencies on Trade," NBER Working Papers 7432, National Bureau of Economic Research, Inc.
  9. Lúcio Vinhas de Souza, 2002. "Trade Effects of Monetary Integration in Large, Mature Economies: A Primer on the European Monetary Union," Kiel Working Papers 1137, Kiel Institute for the World Economy.
  10. Berger, Helge & Nitsch, Volker, 2008. "Zooming out: The trade effect of the euro in historical perspective," Journal of International Money and Finance, Elsevier, vol. 27(8), pages 1244-1260, December.
  11. Sergio Nardis, 2004. "Currency unions and trade: The special case of EMU," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 140(3), pages 625-649, September.
  12. Alejandro Micco & Ernesto H. Stein & Guillermo Luis Ordoñez, 2003. "The Currency Union Effect on Trade: Early Evidence from EMU," Research Department Publications 4339, Inter-American Development Bank, Research Department.
  13. Perron, P. & Bai, J., 1995. "Estimating and Testing Linear Models with Multiple Structural Changes," Cahiers de recherche 9552, Universite de Montreal, Departement de sciences economiques.
  14. Han, Aaron K & Park, Daekeun, 1989. "Testing for Structural Change in Panel Data: Application to a Study of U.S. Foreign Trade in Manufacturing Goods," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 135-42, February.
  15. M. Hashem Pesaran, 2004. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," CESifo Working Paper Series 1331, CESifo Group Munich.
  16. Sergio Nardis & Claudio Vicarelli, 2003. "Currency unions and trade: The special case of EMU," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 139(4), pages 625-649, December.
  17. Flam, Harry & Nordström, Håkan, 2006. "Trade Volume Effects of the Euro: Aggregate and Sector Estimates," Seminar Papers 746, Stockholm University, Institute for International Economic Studies.
  18. David Barr & Francis Breedon & David Miles, 2003. "Life on the outside: economic conditions and prospects outside euroland," Economic Policy, CEPR & CES & MSH, vol. 18(37), pages 573-613, October.
  19. Stefan de Wachter & Elias Tzavalis, 2004. "Detection of Structural Breaks in Linear Dynamic Panel Data Models," Working Papers 505, Queen Mary, University of London, School of Economics and Finance.
  20. Baldwin, Richard E., 2006. "The euro’s trade effects," Working Paper Series 0594, European Central Bank.
  21. Jerry Coakley & Ana-Maria Fuertes & Ron Smith, 2002. "A Principal Components Approach to Cross-Section Dependence in Panels," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 B5-3, International Conferences on Panel Data.
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Cited by:
  1. Chiu, Yi-Bin & Lee, Chien-Chiang & Sun, Chia-Hung, 2010. "The U.S. trade imbalance and real exchange rate: An application of the heterogeneous panel cointegration method," Economic Modelling, Elsevier, vol. 27(3), pages 705-716, May.

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