Marginal effects and extending the Blinder–Oaxaca decomposition for nonlinear models
United Kingdom Stata Users' Group Meetings 2006 from Stata Users Group
Students of racial and gender inequalities are often interested in knowing to what extent an observed group difference can be attributed to differences in returns to productive abilities (discrimination effect) or to differences in the average of productive abilities (endowment effect). The standard Blinder–Oaxaca decomposition technique, which applies to continuous outcomes, measures the discrimination (endowment) effect in terms of differences in group-specific regression parameters (means), weighted by group-specific means (regression parameters). This article shows that the standard decomposition technique can be meaningfully extended to categorical outcomes if the regression coefficients are substituted with marginal effects. A user-written program, gdecomp (working title), is also presented, which basically processes marginal effects obtained from another user-written program, margeff. It is available from the SSC Archive.
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4) Track citations by RSS feed
Downloads: (external link)
http://repec.org/usug2006/bartus_2006_london_p1.pdf presentation slides (application/pdf)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:boc:usug06:05
Access Statistics for this paper
More papers in United Kingdom Stata Users' Group Meetings 2006 from Stata Users Group Contact information at EDIRC.
Bibliographic data for series maintained by Christopher F Baum ().