Income Convergence Clubs for Brazilian Municipalities: a Non-Parametric Analysis
AbstractIn this article we analyze the evolution of relative per capita income distribution of Brazilian municipalities over the period 1970-1996. Our analyses are based on nonparametric methodologies and do not assume probability distributions or functional forms for the data. We have carried out two convergence tests - 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
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Econometric Society in its series Econometric Society 2004 Latin American Meetings with number 51.
Date of creation: 11 Aug 2004
Date of revision:
Contact details of provider:
Phone: 1 212 998 3820
Fax: 1 212 995 4487
Web page: http://www.econometricsociety.org/pastmeetings.asp
More information through EDIRC
Convergence Clubs; Non-Parametric Methods; Distribution Dynamics;
Other versions of this item:
- Marcio Laurini & Eduardo Andrade & Pedro L. Valls Pereira, 2005. "Income convergence clubs for Brazilian Municipalities: a non-parametric analysis," Applied Economics, Taylor & Francis Journals, vol. 37(18), pages 2099-2118.
- 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
This paper has been announced in the following NEP Reports:
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.:
- Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-32, 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.
- 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).
- 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.
- Hardle, W., 1992. "Applied Nonparametric Methods," Discussion Paper 1992-6, Tilburg University, Center for Economic Research.
- Mossi, Mariano & Aroca, Patricio & Fernandez, Ismael & Azzoni, Carlos, 2002. "Growth dynamics and space in Brazil," ERSA conference papers ersa02p499, European Regional Science Association.
- 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, 1994. "Human Capital, Fertility, and Economic Growth," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 323-350 National Bureau of Economic Research, Inc.
- 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 Tamura, . "Human Capital, Fertility, and Economic Growth," University of Chicago - Population Research Center 90-5a, Chicago - Population Research Center.
- Quah, Danny, 1993.
"Galton's Fallacy and Tests of the Convergence Hypothesis,"
CEPR Discussion Papers
820, C.E.P.R. Discussion Papers.
- 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.
- 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.
- 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.
- 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.
- Swan, Trevor W, 2002. "Economic Growth," The Economic Record, The Economic Society of Australia, vol. 78(243), pages 375-80, December.
- Carlos R. Azzoni, 2001. "Economic growth and regional income inequality in Brazil," The Annals of Regional Science, Springer, vol. 35(1), pages 133-152.
- T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
- 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, 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.
- 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, 2005. "Drifting Together or Falling Apart? The Empirics of Regional Economic Growth in Post-Unification Germany," CESifo Working Paper Series 1533, CESifo Group Munich.
- 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.
- 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, March.
- 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.
- 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.
- 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.
- Cravo, Túlio A., 2011. "Are small employers more cyclically sensitive? Evidence from Brazil," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 754-769.
- 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)," Discussion Papers 1830a, Instituto de Pesquisa Econômica Aplicada - IPEA.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Christopher F. Baum).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.