An Extension of the Blinder-Oaxaca Decomposition to Non-Linear Models
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Baurer, Thomas K.; Sinning, Mathias
Description
This paper develops a general Blinder-axaca decomposition that allows the differences in an outcome variable between two groups to be decomposed into (i) a part that is explained by differences in observed characteristics and (ii) a part attributable to differences in the estimated coefficients also for nonlinear regression models. Based on this general model, we show how it can be applied to different models with discrete and limited dependent variables.
dc.contributor.author | Baurer, Thomas K. | |
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dc.contributor.author | Sinning, Mathias | |
dc.date.accessioned | 2015-12-08T22:17:02Z | |
dc.identifier.issn | 1863-8171 | |
dc.identifier.uri | http://hdl.handle.net/1885/30958 | |
dc.description.abstract | This paper develops a general Blinder-axaca decomposition that allows the differences in an outcome variable between two groups to be decomposed into (i) a part that is explained by differences in observed characteristics and (ii) a part attributable to differences in the estimated coefficients also for nonlinear regression models. Based on this general model, we show how it can be applied to different models with discrete and limited dependent variables. | |
dc.publisher | Springer | |
dc.source | Advances in Statistical Analysis | |
dc.subject | Keywords: Blinder - Oaxaca decomposition; General econometric methods; Nonlinear regression models | |
dc.title | An Extension of the Blinder-Oaxaca Decomposition to Non-Linear Models | |
dc.type | Journal article | |
local.description.notes | Imported from ARIES | |
local.identifier.citationvolume | 92 | |
dc.date.issued | 2008 | |
local.identifier.absfor | 140302 - Econometric and Statistical Methods | |
local.identifier.ariespublication | u8410019xPUB78 | |
local.type.status | Published Version | |
local.contributor.affiliation | Baurer, Thomas K., IZA | |
local.contributor.affiliation | Sinning, Mathias, College of Business and Economics, ANU | |
local.description.embargo | 2037-12-31 | |
local.bibliographicCitation.issue | 2 | |
local.bibliographicCitation.startpage | 197 | |
local.bibliographicCitation.lastpage | 206 | |
local.identifier.doi | 10.1007/s10182-008-0056-3 | |
dc.date.updated | 2015-12-08T08:06:38Z | |
local.identifier.scopusID | 2-s2.0-46649087542 | |
local.identifier.thomsonID | 000255997900005 | |
Collections | ANU Research Publications |
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