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Unit root and cointegration tests for cross-sectionally correlated panels. Estimating regional production functions

Listed author(s):
  • Roberto Basile

    (ISAE - Institute for Studies and Economic Analyses and University of Macerata)

  • Mauro Costantini

    ()

    (ISAE - Institute for Studies and Economic Analyses and University of Rome "La Sapienza")

  • Sergio Destefanis

    (University of Salerno)

This paper employs recently developed non stationary panel methodologies that assume some cross-section dependence to estimate the production function for Italian regions in the industrial sector over the period 1970-1998. The analysis consists in three steps. First, unit root tests for crosssectionally dependent panels are used. Second, the existence of a cointegrating relationship between value added, physical and human capital variables is investigated. The Dynamic OLS (DOLS) and Fully modified (FMOLS) estimators developed by Pedroni (1996, 2000, 2001) and the Panel Dynamic OLS (PDOLS) estimator proposed by Mark and Sul (2003) are then used to estimate the long run relationship between the variables considered.

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File URL: http://lipari.istat.it/digibib/Working_Papers/WP_53_2005_Basile-Costantini-Destefanis.pdf
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Paper provided by ISTAT - Italian National Institute of Statistics - (Rome, ITALY) in its series ISAE Working Papers with number 53.

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Length: 37 pages
Date of creation: Jun 2005
Handle: RePEc:isa:wpaper:53
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  7. Zhijie Xiao & Peter C.B. Phillips, 2001. "A CUSUM Test for Cointegration Using Regression Residuals," Cowles Foundation Discussion Papers 1329, Cowles Foundation for Research in Economics, Yale University.
  8. R. Paci & R. Pala & E. Marrocu, 2000. "Estimation of total factor productivity for regions and sectors in Italy. A panel cointegration approach," Working Paper CRENoS 200016, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
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  18. N. Gregory Mankiw & David Romer & David N. Weil, 1990. "A Contribution to the Empirics of Economic Growth," NBER Working Papers 3541, National Bureau of Economic Research, Inc.
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  21. Teresa Garcia-Milà & Therese J. McGuire & Robert H. Porter, 1993. "The effect of public capital in state-level production functions reconsidered," Economics Working Papers 36, Department of Economics and Business, Universitat Pompeu Fabra.
  22. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
  23. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
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  25. Lucifora, Claudio & Comi, Simona & Brunello, Giorgio, 2000. "The Returns to Education in Italy: A New Look at the Evidence," IZA Discussion Papers 130, Institute for the Study of Labor (IZA).
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  27. Francesco Aiello & Vincenzo Scoppa, 2000. "Uneven Regional Development in Italy: Explaining Differences in Productivity Levels," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 59(2), pages 270-298, September.
  28. Chang, Yoosoon, 2002. "Nonlinear IV unit root tests in panels with cross-sectional dependency," Journal of Econometrics, Elsevier, vol. 110(2), pages 261-292, October.
  29. Badi H. Baltagi & Chihwa Kao, 2000. "Nonstationary Panels, Cointegration in Panels and Dynamic Panels: A Survey," Center for Policy Research Working Papers 16, Center for Policy Research, Maxwell School, Syracuse University.
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  34. Gutierrez, Luciano, 2003. "On the power of panel cointegration tests: a Monte Carlo comparison," Economics Letters, Elsevier, vol. 80(1), pages 105-111, July.
  35. McCoskey, Suzanne & Kao, Chihwa, 1999. " Testing the Stability of a Production Function with Urbanization as a Shift Factor," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 671-690, Special I.
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