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

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  • Roberto Leon Gonzalez
  • Daniel Montolio Estivill

    (Universitat de Barcelona)

Abstract

The aim of this paper is twofold. First, we study the determinants of economic growth among a wide set of potential variables for the Spanish provinces (NUTS3). Among others, we include various types of private, public and human capital in the group of growth factors. Also, we analyse whether Spanish provinces have converged in economic terms in recent decades. The second objective is to obtain cross-section and panel data parameter estimates that are robust to model speci cation. For this purpose, we use a Bayesian Model Averaging (BMA) approach. 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 estimate is given by the posterior probability of each model.

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Bibliographic Info

Paper provided by Universitat de Barcelona. Espai de Recerca en Economia in its series Working Papers in Economics with number 106.

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Length: 31 pages
Date of creation: 2003
Date of revision:
Handle: RePEc:bar:bedcje:2003106

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Postal: Espai de Recerca en Economia, Facultat de Ciències Econòmiques. Tinent Coronel Valenzuela, Num 1-11 08034 Barcelona. Spain.
Web page: http://www.ere.ub.es
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References

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Citations

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Cited by:
  1. Jesus Crespo-Cuaresma & Neil Foster-McGregor & Robert Stehrer, 2009. "The Determinants of Regional Economic Growth by Quantile," wiiw Working Papers 54, The Vienna Institute for International Economic Studies, wiiw.
  2. Daniele VITTORIO, 2009. "Public Spending And Regional Convergence In Italy," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 4(2(8)_Summ).
  3. DANIELE, Vittorio, 2009. "Development Policy, Public Spending and Regional Convergence in Italy (1996-2007)," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 9(2).
  4. Prüfer, P. & Tondl, G., 2008. "The FDI-Growth Nexus in Latin America: The Role of Source Countries and Local Conditions," Discussion Paper 2008-61, Tilburg University, Center for Economic Research.
  5. Theo Eicher & Chris Papageorgiou & Oliver Röhn, 2007. "Unraveling the Fortunates of the Fortunate: An Iterative Bayesian Model Averaging (IBMA) Approach," CESifo Working Paper Series 1907, CESifo Group Munich.
  6. Magnus, Jan R. & Powell, Owen & Prüfer, Patricia, 2010. "A comparison of two model averaging techniques with an application to growth empirics," Journal of Econometrics, Elsevier, vol. 154(2), pages 139-153, February.

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