GeneralOaxaca-package: Blinder-Oaxaca Decomposition for Generalized Linear Model

Description Details Author(s) References Examples

Description

Perform the Blinder-Oaxaca decomposition for generalized linear model with bootstrapped standard errors. The twofold and threefold decomposition are given, even the generalized linear model output in each group.

Details

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Author(s)

Aurelien Nicosia and Simon Baillargeon-Ladouceur

Maintainer: Aurelien Nicosia <nicosia.aurelien@gmail.com>

References

T. Bauer and M. Sinning. An extension of the Blinder-Oaxaca decomposition to nonlinear models (2008). Advances in Statistical Analysis, Springer-Verlag.

Examples

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data("chicago")
formula=ln.real.wage~ age + female + LTHS + some.college + college + advanced.degree
BO_A <- GeneralOaxaca(formula,  family= Gamma, data=chicago, groupInd=chicago$foreign.born,B=100)
BO_A$twofold 

GeneralOaxaca documentation built on May 29, 2017, 2:47 p.m.

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