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Growth, Convergence And Public Investment. A Bayesian Model Averaging Approach

  • Roberto León-González

    (Centre for Health Economics. University of York (United Kingdom))

  • Daniel Montolio

    () Departament d’Hisenda Pública. Universitat de Barcelona. Department of Economics. University of York (United Kingdom). Institut d’Economia de Barcelona (IEB))

The aim of this paper is twofold. Firstly, we study the determinants of growth among a wide set of potential variables for the Spanish provinces (NUTS3). We include several types of private, public and human capital in the group of growth factors. Moreover, we analyse whether Spanish provinces have converged in economic terms in the past decades. The second objective is to overcome the problems of model uncertainty and robustness of estimated parameters in growth regressions using cross-section and panel data techniques. For this purpose, we use a Bayesian Model Averaging (BMA) approach. The Bayesian methodology constructs parameter estimates as a weighted average of linear regression estimates for every possible combination of included variables. The weight of each regression estimates is given by the posterior probability of each model. This technique allows us to obtain parameter estimates that are robust to model specification.

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Paper provided by Instituto de Estudios Fiscales in its series Working Papers with number 13-03 Classification-JEL : O4, H5, C11.

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Handle: RePEc:hpe:wpaper:y:2003:i:13
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  1. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
  2. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 407-437.
  3. Min, Chung-ki & Zellner, Arnold, 1993. "Bayesian and non-Bayesian methods for combining models and forecasts with applications to forecasting international growth rates," Journal of Econometrics, Elsevier, vol. 56(1-2), pages 89-118, March.
  4. David Aschauer, 1988. "Is public expenditure productive?," Staff Memoranda 88-7, Federal Reserve Bank of Chicago.
  5. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
  6. Steven N. Durlauf & Danny T. Quah, 1998. "The New Empirics of Economic Growth," Working Papers 98-01-012, Santa Fe Institute.
  7. Lorenzo Serrano-Martínez, 1999. "Capital humano, estructura sectorial y crecimiento en las regiones españolas," Investigaciones Economicas, Fundación SEPI, vol. 23(2), pages 225-249, May.
  8. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 110(4), pages 1127-1170.
  9. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
  10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
  11. Ezequiel Uriel Jiménez & Francisco Pérez García & Matilde Mas Ivars & Joaquín Maudos Villarroya, 1993. "Disparidades Regionales Y Convergencia En Las Cc.Aa. Españolas," Working Papers. Serie EC 1993-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  12. Durlauf, Steven N, 1996. "A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
  13. de la Fuente, Angel, 1995. "The Empirics of Growth and Convergence: A Selective Review," CEPR Discussion Papers 1275, C.E.P.R. Discussion Papers.
  14. Bajo-Rubio, Oscar, 2000. "A further generalization of the Solow growth model: the role of the public sector," Economics Letters, Elsevier, vol. 68(1), pages 79-84, July.
  15. Ana Lamo, 2000. "On convergence empirics: same evidence for Spanish regions," Investigaciones Economicas, Fundación SEPI, vol. 24(3), pages 681-707, September.
  16. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-63, September.
  17. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
  18. Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," NBER Working Papers 7750, National Bureau of Economic Research, Inc.
  19. Jones, Charles I, 1997. "Convergence Revisited," Journal of Economic Growth, Springer, vol. 2(2), pages 131-53, July.
  20. Alba-Ramirez, Alfonso & San Segundo, Maria Jesus, 1995. "The returns to education in Spain," Economics of Education Review, Elsevier, vol. 14(2), pages 155-166, June.
  21. Danny Quah, 1992. "Empirical Cross-Section Dynamics in Economic Growth," FMG Discussion Papers dp154, Financial Markets Group.
  22. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  23. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
  24. Malcolm D. Knight & Delano Villanueva & Norman Loayza, 1992. "Testing the Neoclassical Theory of Economic Growth; A Panel Data Approach," IMF Working Papers 92/106, International Monetary Fund.
  25. Leone Leonida & Daniel Montolio, 2004. "On the determinants of convergence and divergence processes in Spain," Investigaciones Economicas, Fundación SEPI, vol. 28(1), pages 89-121, January.
  26. Leonede Leonida & Daniel Montolio, . "Inter-Distributional and Intra-Clusters Dynamics, and Territorial Distribution of Growth among Spanish Provinces," Studies on the Spanish Economy 109, FEDEA.
  27. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S103-26, October.
  28. Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez & Lorenzo Serrano Martínez, 1997. "Convergencia en las regiones españolas: cambio técnico, eficiencia y productividad," Working Papers. Serie EC 1997-20, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  29. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-96, September.
  30. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
  31. Alicia H. Munnell, 1990. "Why has productivity growth declined? Productivity and public investment," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 3-22.
  32. Kormendi, Roger C. & Meguire, Philip G., 1985. "Macroeconomic determinants of growth: Cross-country evidence," Journal of Monetary Economics, Elsevier, vol. 16(2), pages 141-163, September.
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