Dynamics of regional unemployment rates in Brazil: Fractional behavior, structural breaks, and Markov switching
AbstractThis paper investigates unemployment dynamics in Brazil and in its major metropolitan regions using a fractional integration model. Aspects regarding structural breaks and regime switches are discussed as well. To do that, the methods proposed by Hassler and Meller (2009) and Tsay and Härdle (2009) are used. The major results indicate that unemployment rates have two different levels of persistence. The first one is nonstationary whereas the second one is nonstationary but mean-reverting. Based on these findings, the convergence hypothesis of regional unemployment rates was tested. Following the fractional stochastic convergence criterion put forward by Mello and Guimaraes-Filho (2007), it was concluded that regional unemployment rates are convergent.
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Bibliographic InfoArticle provided by Elsevier in its journal Economic Modelling.
Volume (Year): 27 (2010)
Issue (Month): 5 (September)
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Web page: http://www.elsevier.com/locate/inca/30411
Unemployment Structural break MS-ARFIMA process Fractional stochastic convergence;
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- Terra, Maria Cristina T. & Gonzaga, Gustavo & Menezes Filho, Naércio Aquino, 2002.
"Trade Liberalization and the Evolution of Skill Earnings Differentials in Brazil,"
Economics Working Papers (Ensaios Economicos da EPGE)
457, FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil).
- Gonzaga, Gustavo & Menezes Filho, Naercio & Terra, Cristina, 2006. "Trade liberalization and the evolution of skill earnings differentials in Brazil," Journal of International Economics, Elsevier, vol. 68(2), pages 345-367, March.
- Gustavo Gonzaga & Naércio Menezes Filho & Cristina Terra, 2006. "Trade Liberalization and the Evolution of Skill Earnings Differentials in Brazil," Development Working Papers 216, Centro Studi Luca d\'Agliano, University of Milano.
- Gonzaga, Gustavo & Menezes Filho, Naércio Aquino & Terra, Maria Cristina T., 2005. "Trade Liberalization and the Evolution of Skill Earnings Differentials in Brazil," Economics Working Papers (Ensaios Economicos da EPGE) 585, FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil).
- Gustavo Gonzaga & Naércio Menezes Filho & Maria Cristina Terra, 2005. "Trade liberalization and the evolution of skill earnings differentials in Brazil," Textos para discussÃ£o 503, Department of Economics PUC-Rio (Brazil).
- Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
- Franses, Ph.H.B.F. & Ooms, M. & Bos, C.S., 1998.
"Long memory and level shifts: re-analysing inflation rates,"
Econometric Institute Research Papers
EI 9811, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Philip Hans Franses & Marius Ooms & Charles S. Bos, 1999. "Long memory and level shifts: Re-analyzing inflation rates," Empirical Economics, Springer, vol. 24(3), pages 427-449.
- Charles S. Bos & Philip Hans Franses & Marius Ooms, 1998. "Long Memory and Level Shifts: Re-Analyzing Inflation Rates," Tinbergen Institute Discussion Papers 98-039/4, Tinbergen Institute.
- Bernard, Andrew B & Durlauf, Steven N, 1995.
"Convergence in International Output,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
- Green, Francis & Dickerson, Andy & Saba Arbache, Jorge, 2001.
"A Picture of Wage Inequality and the Allocation of Labor Through a Period of Trade Liberalization: The Case of Brazil,"
Elsevier, vol. 29(11), pages 1923-1939, November.
- Francis Green & Andy Dickerson & Jorge Saba Arbache, 2000. "A Picture of Wage Inequality and the Allocation of Labour Through a Period of Trade Liberalisation: The Case of Brazil," Studies in Economics 0013, Department of Economics, University of Kent.
- Lee, Hyung S. & Amsler, Christine, 1997. "Consistency of the KPSS unit root test against fractionally integrated alternative," Economics Letters, Elsevier, vol. 55(2), pages 151-160, August.
- Naércio Aquino Menezes-Filho & Mauro Rodrigues Jr., 2003. "Tecnologia e Demanda por Qualificação na Indústria Brasileira," Revista Brasileira de Economia, FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil), vol. 57(3), pages 569-603, July.
- Bernard, Andrew B. & Durlauf, Steven N., 1996.
"Interpreting tests of the convergence hypothesis,"
Journal of Econometrics,
Elsevier, vol. 71(1-2), pages 161-173.
- Bernard, A.B. & Durlauf, S.N., 1994. "Interpreting Tests of the Convergence Hypothesis," Working papers 9401r, Wisconsin Madison - Social Systems.
- Andrew B. Bernard & Steven N. Durlauf, 1994. "Interpreting Tests of the Convergence Hypothesis," NBER Technical Working Papers 0159, National Bureau of Economic Research, Inc.
- Francis X. Diebold & Atsushi Inoue, 2000.
"Long Memory and Regime Switching,"
NBER Technical Working Papers
0264, National Bureau of Economic Research, Inc.
- Richard T. Baillie & Young Wook Han & Tae-Go Kwon, 2002. "Further Long Memory Properties of Inflationary Shocks," Southern Economic Journal, Southern Economic Association, vol. 68(3), pages 496-510, January.
- Granger, C. W. J., 1980. "Long memory relationships and the aggregation of dynamic models," Journal of Econometrics, Elsevier, vol. 14(2), pages 227-238, October.
- Luis A. Gil-Alana & S. G. Brian Henry, 2003.
"Fractional Integration and the Dynamics of UK Unemployment,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 65(2), pages 221-239, 05.
- Luis A. Gil-Alana & S.G. Brian Henry, 2003. "Fractional Integration and the Dynamics of UK Unemployment," Faculty Working Papers 10/03, School of Economics and Business Administration, University of Navarra.
- Luis Gil-Alana, 2001. "The persistence of unemployment in the USA and Europe in terms of fractionally ARIMA models," Applied Economics, Taylor & Francis Journals, vol. 33(10), pages 1263-1269.
- Richard T. Baille & Claudio Morana, 2009. "Investigating Inflation Dynamics and Structural Change with an Adaptive ARFIMA Approach," ICER Working Papers - Applied Mathematics Series 06-2009, ICER - International Centre for Economic Research.
- Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
- Marston, Stephen T, 1985. "Two Views of the Geographic Distribution of Unemployment," The Quarterly Journal of Economics, MIT Press, vol. 100(1), pages 57-79, February.
- repec:ebl:ecbull:v:3:y:2007:i:16:p:1-14 is not listed on IDEAS
- Andrews, Donald W K, 1993.
"Tests for Parameter Instability and Structural Change with Unknown Change Point,"
Econometric Society, vol. 61(4), pages 821-56, July.
- Donald W.K. Andrews, 1990. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Cowles Foundation Discussion Papers 943, Cowles Foundation for Research in Economics, Yale University.
- Busetti, Fabio & Taylor, A. M. Robert, 2004. "Tests of stationarity against a change in persistence," Journal of Econometrics, Elsevier, vol. 123(1), pages 33-66, November.
- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- Luis Gil-Alana, 2001. "Measuring unemployment persistence in terms of I(d) statistical models," Applied Economics Letters, Taylor & Francis Journals, vol. 8(12), pages 761-763.
- Shimotsu, Katsumi & Phillips, Peter C.B., 2006. "Local Whittle estimation of fractional integration and some of its variants," Journal of Econometrics, Elsevier, vol. 130(2), pages 209-233, February.
- Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76, pages 678.
- Demetrescu, Matei & Kuzin, Vladimir & Hassler, Uwe, 2008. "Long Memory Testing In The Time Domain," Econometric Theory, Cambridge University Press, vol. 24(01), pages 176-215, February.
- Camilo Alberto Cárdenas Hurtado & María Alejandra Hernández Montes & Jhon Edwar Torres Gorron, 2014. "An Exploratory Analysis of Heterogeneity on Regional Labour Markets and Unemployment Rates in Colombia: An MFACT approach," Borradores de Economia 802, Banco de la Republica de Colombia.
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