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On the Specification of Mincerian Wage Regressions with Heterogeneity, Non-Linearity, Non-Separability, and Heteroskedasticity

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dc.creator Belzil, Christian
dc.date 2004
dc.date.accessioned 2013-10-16T07:09:59Z
dc.date.available 2013-10-16T07:09:59Z
dc.date.issued 2013-10-16
dc.identifier http://hdl.handle.net/10419/20318
dc.identifier ppn:384013902
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/10419/20318
dc.description Using panel data taken from the NLSY, I perform the joint estimation of i) a reduced-form dynamic model of the transition from one grade level to the next with observed and unobserved heterogeneity, and ii) a flexible version of the celebrated Mincerian wage regression with skill heterogeneity, non-linearity in schooling, non-separability between the effects of schooling and experience and heteroskedasticity (after conditioning on unobserved skills). The model rejects all simplifying assumptions common in the empirical literature. In particular, the log wage regression is highly convex, even after conditioning on unobserved and observed skills. Skill heterogeneity is also found to be over-estimated when non-linearity is ignored. After conditioning on skill heterogeneity, schooling has a causal effect on wage growth. I find that estimates obtained in a standard framework (assuming separability) may underestimate the returns to schooling upon labor market entrance by as much as 15%. Finally, I find that the variance of the stochastic wage shock decreases with accumulated experience but is more or less independent of schooling.
dc.language eng
dc.publisher
dc.relation IZA Discussion paper series 1083
dc.rights http://www.econstor.eu/dspace/Nutzungsbedingungen
dc.subject J2
dc.subject J3
dc.subject ddc:330
dc.subject Mincer regressions
dc.subject heterogeneity
dc.subject random coefficient models
dc.subject returns to schooling
dc.subject returns to experience
dc.subject Lohn
dc.subject Regression
dc.subject Bildungsertrag
dc.subject Heteroskedastizität
dc.subject Panel
dc.subject Schätzung
dc.subject Vereinigte Staaten
dc.title On the Specification of Mincerian Wage Regressions with Heterogeneity, Non-Linearity, Non-Separability, and Heteroskedasticity
dc.type doc-type:workingPaper


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