Discussion paper

DP5309 Blinder-Oaxaca Decomposition for Tobit Models

In this paper, a decomposition method for Tobit-models is derived, which allows the differences in a censored outcome variable between two groups to be decomposed into a part that is explained by differences in observed characteristics and a part attributable to differences in the estimated coefficients. The method is applied to a decomposition of the gender wage gap using German data

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Citation

Bauer, T and M Sinning (eds) (2005), “DP5309 Blinder-Oaxaca Decomposition for Tobit Models”, CEPR Press Discussion Paper No. 5309. https://cepr.org/publications/dp5309