Income convergence clubs for Brazilian Municipalities: a non-parametric analysis
AbstractThis article analyses the evolution of relative per capita income distribution of Brazilian municipalities over the period 1970-1996. Analyses are based on non-parametric methodologies and do not assume probability distributions or functional forms for the data. Two convergence tests have been carried out - a test for sigma convergence based on the bootstrap principle and a beta convergence test using smoothing splines for the growth regressions. The results obtained demonstrate the need to model the dynamics of income for Brazilian municipalities as a process of convergence clubs, using the methodology of transition matrices and stochastic kernels. The results show the formation of two convergence clubs, a low income club formed by the municipalities of the North and Northeast regions, and another high income club formed by the municipalities of the Center-West, Southeast and South regions. The formation of convergence clubs is confirmed by a bootstrap test for multimodality.
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Bibliographic InfoArticle provided by Taylor & Francis Journals in its journal Applied Economics.
Volume (Year): 37 (2005)
Issue (Month): 18 ()
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Other versions of this item:
- MÃ¡rcio Laurini & Eduardo Andrade, 2004. "Income Convergence Clubs for Brazilian Municipalities: a Non-Parametric Analysis," Econometric Society 2004 Latin American Meetings 51, Econometric Society.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- O15 - Economic Development, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
- O18 - Economic Development, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
- R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Carlos R. Azzoni, 2001. "Economic growth and regional income inequality in Brazil," The Annals of Regional Science, Springer, vol. 35(1), pages 133-152.
- Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-32, December.
- HÄRDLE, Wolfgang, 1992.
"Applied nonparametric methods,"
CORE Discussion Papers
1992003, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Hardle, W., 1992. "Applied Nonparametric Methods," Papers 9206, Tilburg - Center for Economic Research.
- Hardle, W., 1992. "Applied Nonparametric Methods," Discussion Paper 1992-6, Tilburg University, Center for Economic Research.
- Hardle, W., 1992. "Applied Nonparametric Methods," Papers 9204, Catholique de Louvain - Institut de statistique.
- Wolfgang Hardle & Oliver Linton, 1994. "Applied Nonparametric Methods," Cowles Foundation Discussion Papers 1069, Cowles Foundation for Research in Economics, Yale University.
- Jeffrey A. Mills & Sourushe Zandvakili, 1999.
"Statistical Inference via Bootstrapping for Measures of Inequality,"
- Mills, Jeffrey A & Zandvakili, Sourushe, 1997. "Statistical Inference via Bootstrapping for Measures of Inequality," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 133-50, March-Apr.
- Becker, Gary S & Murphy, Kevin M & Tamura, Robert, 1990.
"Human Capital, Fertility, and Economic Growth,"
Journal of Political Economy,
University of Chicago Press, vol. 98(5), pages S12-37, October.
- Gary S. Becker & Kevin M. Murphy & Robert F. Tamura, 1990. "Human Capital, Fertility, and Economic Growth," NBER Working Papers 3414, National Bureau of Economic Research, Inc.
- Gary S. Becker & Kevin M. Murphy & Robert Tamura, . "Human Capital, Fertility, and Economic Growth," University of Chicago - Population Research Center 90-5a, Chicago - Population Research Center.
- Bulli, Sandra, 2001. "Distribution Dynamics and Cross-Country Convergence: A New Approach," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 226-43, May.
- T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
- Swan, Trevor W, 2002. "Economic Growth," The Economic Record, The Economic Society of Australia, vol. 78(243), pages 375-80, December.
- Afonso Henriques Borges Ferreira, 1998. "Concentração regional e dispersão das rendas per capita estaduais: um comentário," Textos para DiscussÃ£o Cedeplar-UFMG td121, Cedeplar, Universidade Federal de Minas Gerais.
- Quah, Danny, 1993.
" Galton's Fallacy and Tests of the Convergence Hypothesis,"
Scandinavian Journal of Economics,
Wiley Blackwell, vol. 95(4), pages 427-43, December.
- Quah, Danny, 1993. "Galton's Fallacy and Tests of the Convergence Hypothesis," CEPR Discussion Papers 820, C.E.P.R. Discussion Papers.
- Mossi, Mariano & Aroca, Patricio & Fernandez, Ismael & Azzoni, Carlos, 2002. "Growth dynamics and space in Brazil," ERSA conference papers ersa02p499, European Regional Science Association.
- Francisco H. G. Ferreira & Peter Lanjouw & Marcelo Côrtes Neri, 2003.
"A Robust Poverty Profile for Brazil Using Multiple Data Sources,"
Revista Brasileira de Economia,
FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil), vol. 57(1), pages 59-92, January.
- Ferreira, Francisco H. G. & Lanjouw, Peter & Neri, Marcelo Cortes, 2002. "A Robust Poverty Profile for Brazil Using Multiple Data Sources," Economics Working Papers (Ensaios Economicos da EPGE) 444, FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil).
- Afonso Henriques Borges Ferreira & Clélio Campolina Diniz, 1994. "Convergência entre as rendas per capita estaduais no Brasil," Textos para DiscussÃ£o Cedeplar-UFMG td079, Cedeplar, Universidade Federal de Minas Gerais.
- Michael Funke & Roberta Colavecchio & Declan Curran, 2011.
"Drifting together of falling apart? The empirics of regional economic growth in post-unification Germany,"
Quantitative Macroeconomics Working Papers
21102, Hamburg University, Department of Economics.
- Roberta Colavecchio & Declan Curran & Michael Funke, 2009. "Drifting together or falling apart? The empirics of regional economic growth in post-unification Germany," Applied Economics, Taylor & Francis Journals, vol. 43(9), pages 1087-1098.
- Roberta Colavecchio & Declan Curran & Michael Funke, 2005. "Drifting Together or Falling Apart? The Empirics of Regional Economic Growth in Post-Unification Germany," Quantitative Macroeconomics Working Papers 20509, Hamburg University, Department of Economics.
- Roberta Colavecchio & Declan Curran & Michael Funke, 2005. "Drifting Together or Falling Apart? The Empirics of Regional Economic Growth in Post-Unification Germany," CESifo Working Paper Series 1533, CESifo Group Munich.
- Cravo, Túlio A., 2011. "Are small employers more cyclically sensitive? Evidence from Brazil," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 754-769.
- Guillermo E. Perry & Omar S. Arias & J. Humberto López & William F. Maloney & Luis Servén, 2006. "Poverty Reduction and Growth : Virtuous and Vicious Circles," World Bank Publications, The World Bank, number 6997, October.
- T�lio A. Cravo, 2010. "SMEs and economic growth in the Brazilian micro-regions," Papers in Regional Science, Wiley Blackwell, vol. 89(4), pages 711-734, November.
- Laurini, Márcio P., 2007.
"A note on the use of quantile regression in beta convergence analysis,"
Insper Working Papers
wpe_95, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
- Marcio Laurini, 2007. "A note on the use of quantile regression in beta convergence analysis," Economics Bulletin, AccessEcon, vol. 3(52), pages 1-8.
- Guilherme Mendes Resende & Alexandre Xavier Ywata de Carvalho & Patrícia Alessandra Morita Sakowski, 2013.
"Evaluating Multiple Spatial Dimensions of Economic Growth in Brazil Using Spatial Panel Data Models (1970 - 2000),"
1830a, Instituto de Pesquisa Econômica Aplicada - IPEA.
- Alexandre Xavier Ywata De Carvalho & Guilherme Mendes Resende & Patrícia Alessandra Morita Sakowski, 2014. "Evaluating Multiple Spatial Dimensionsof Economic Growth In Brazil Using Spatial Panel Data Models, 1970-2000," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 179, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
- Túlio Cravo & Guilherme Resende, 2013. "Economic growth in Brazil: a spatial filtering approach," The Annals of Regional Science, Springer, vol. 50(2), pages 555-575, April.
- Tâˆšâˆ«lio Cravo, 2011. "Are Small Firms more cyclically Sensitive than Large Ones? National, Regional and Sectoral Evidence from Brazil," ERSA conference papers ersa10p507, European Regional Science Association.
- Tâˆšâˆ«lio Cravo, 2011. "Regional Economic Growth and SMEs in Brazil: a Spatial Analysis (Submission for the Refereed Y-session Papers)," ERSA conference papers ersa10p508, European Regional Science Association.
- Thomas Gries & Manfred Kraft & Christina Pieck, 2011. "Interregional migration, self-selection and the returns to education in Brazil," The Annals of Regional Science, Springer, vol. 46(3), pages 707-732, June.
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