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A note on the estimation of long-run relationships in panel equations with cross-section linkages

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  • Di Iorio, Francesca
  • Fachin, Stefano

Abstract

The authors address the issue of estimation and inference in dependent non-stationary panels of small cross-section dimensions. The main conclusion is that the best results are obtained applying bootstrap inference to single-equation estimators, such as fully modified ordinary least squares and dynamic ordinary least squares. Seemingly unrelated regression estimators perform badly, or are even unfeasible, when the time dimension is not very large compared to the cross-section dimension. --

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File URL: http://dx.doi.org/10.5018/economics-ejournal.ja.2012-20
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File URL: http://econstor.eu/bitstream/10419/59035/1/717296768.pdf
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Bibliographic Info

Article provided by Kiel Institute for the World Economy in its journal Economics: The Open-Access, Open-Assessment E-Journal.

Volume (Year): 6 (2012)
Issue (Month): 20 ()
Pages: 1-18

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Handle: RePEc:zbw:ifweej:201220

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Keywords: panel cointegration; fully modified ordinary least squares; fully modified seemingly unrelated regression; dynamic ordinary least squares; dynamic seemingly unrelated regression;

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References

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  1. Dierk Herzer & Mechthild Schrooten, 2007. "Outward FDI and Domestic Investment," Discussion Papers of DIW Berlin 679, DIW Berlin, German Institute for Economic Research.
  2. Chang, Yoosoon & Park, Joon Y. & Song, Kevin, 2006. "Bootstrapping cointegrating regressions," Journal of Econometrics, Elsevier, vol. 133(2), pages 703-739, August.
  3. Psaradakis, Zacharias, 2001. "On bootstrap inference in cointegrating regressions," Economics Letters, Elsevier, vol. 72(1), pages 1-10, July.
  4. Foschi, Paolo & Belsley, David A. & Kontoghiorghes, Erricos J., 2003. "A comparative study of algorithms for solving seemingly unrelated regressions models," Computational Statistics & Data Analysis, Elsevier, vol. 44(1-2), pages 3-35, October.
  5. Fuertes, Ana-Maria, 2008. "Sieve bootstrap t-tests on long-run average parameters," Computational Statistics & Data Analysis, Elsevier, vol. 52(7), pages 3354-3370, March.
  6. M. Hashem Pesaran, 2004. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," CESifo Working Paper Series 1331, CESifo Group Munich.
  7. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
  8. Joon Y. Park, 2000. "Bootstrap Unit Root Tests," Econometric Society World Congress 2000 Contributed Papers 1587, Econometric Society.
  9. Chang, Yoosoon, 2004. "Bootstrap unit root tests in panels with cross-sectional dependency," Journal of Econometrics, Elsevier, vol. 120(2), pages 263-293, June.
  10. Di Iorio, Francesca & Fachin, Stefano, 2006. "Testing for breaks in cointegrated panels," MPRA Paper 3280, University Library of Munich, Germany.
  11. repec:ebl:ecbull:v:3:y:2004:i:13:p:1-8 is not listed on IDEAS
  12. Herzer, Dierk, 2008. "The long-run relationship between outward FDI and domestic output: Evidence from panel data," Economics Letters, Elsevier, vol. 100(1), pages 146-149, July.
  13. Stefano Fachin, 2005. "Long-Run Trends in Internal Migrations in Italy: a Study in Panel Cointegration with Dependent Units," Econometrics 0507002, EconWPA.
  14. Kim, Hongkee & Oh, Keun-Yeob & Jeong, Chan-Woo, 2005. "Panel cointegration results on international capital mobility in Asian economies," Journal of International Money and Finance, Elsevier, vol. 24(1), pages 71-82, February.
  15. Di Iorio, Francesca & Fachin, Stefano, 2007. "Testing for Breaks in Cointegrated Panels - with an Application to the Feldstein-Horioka Puzzle," Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy, vol. 1(14), pages 1-23.
  16. Nelson C. Mark & Masao Ogaki & Donggyu Sul, 2005. "Dynamic Seemingly Unrelated Cointegrating Regressions," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 797-820.
  17. Efstathios Paparoditis & Dimitris N. Politis, 2003. "Residual-Based Block Bootstrap for Unit Root Testing," Econometrica, Econometric Society, vol. 71(3), pages 813-855, 05.
  18. J.J.J. Groen & F. Kleibergen, 2001. "Likelihood-Based Cointegration Analysis in Panels of Vector Error Correction Models," WO Research Memoranda (discontinued) 646, Netherlands Central Bank, Research Department.
  19. Herwartz, Helmut & Neumann, Michael H., 2005. "Bootstrap inference in systems of single equation error correction models," Journal of Econometrics, Elsevier, vol. 128(1), pages 165-193, September.
  20. Coakley, Jerry & Fuertes, Ana-Maria & Smith, Ron, 2006. "Unobserved heterogeneity in panel time series models," Computational Statistics & Data Analysis, Elsevier, vol. 50(9), pages 2361-2380, May.
  21. Moon, Hyungsik R., 1999. "A note on fully-modified estimation of seemingly unrelated regressions models with integrated regressors," Economics Letters, Elsevier, vol. 65(1), pages 25-31, October.
  22. Lutz Kilian, 1999. "Finite-Sample Properties of Percentile and Percentile-t Bootstrap Confidence Intervals for Impulse Responses," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 652-660, November.
  23. Stefano Fachin, 2004. " Bootstrap inference on Fully Modified Estimates of Cointegrating Coefficients: A Comment," Economics Bulletin, AccessEcon, vol. 3(13), pages 1-8.
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Cited by:
  1. Syed Basher & Stefano Fachin, 2012. "Investigating Long-Run Demand for Broad Money in the Gulf Arab Countries," DSS Empirical Economics and Econometrics Working Papers Series 2012/6, Centre for Empirical Economics and Econometrics, Department of Statistics, "Sapienza" University of Rome.

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