Returns to Education and Wage Differentials in Brazil: A Quantile Approach
This paper uses quantile regression techniques to analyze the returns to education across the conditional distribution of wages from individuals, separated both by gender and skin color, while accounting for the endogeneity of education decisions. Are the returns to education heterogeneous across the conditional distribution of earnings? Using data from the 1996 PNAD, the results indicate that the returns to education are, indeed, significantly heterogeneous across the distribution of earnings, as well as a considerable wage gap between the groups, according to gender and skin color.
Volume (Year): 9 (2006)
Issue (Month): 1 ()
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- Omar Arias & Kevin F. Hallock & Walter Sosa Escudero, 1999.
"Individual Heterogeneity in the Returns to Schooling: Instrumental Variables Quantile Regression using Twins Data,"
Department of Economics, Working Papers
016, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata.
- Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
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