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Mean and quantile regression Oaxaca-Blinder decompositions with an application to caste discrimination

Journal of Economic Inequality, 2017
This paper extends the Oaxaca-Blinder decomposition method to the quantile regression random-coefficients framework. Mean-based decompositions are obtained as the integration of the quantile regression decomposition process. This method allows identifying if the observed differences between two groups differ across quantiles, and if so, what is the ...
Gabriel V Montes Rojas
exaly   +3 more sources

A Oaxaca–Blinder decomposition for count data models

Applied Economics Letters, 2010
Little research has examined the factors influencing differential adoption of organic farming practices by women and men farmers, a sector where women account for a significant and rapidly growing proportion of farmers. Female organic farmers adopt more crop disease management practices than male organic farmers and use a different portfolio of ...
T. A. Park, L. Lohr
openaire   +1 more source

The easiest way to estimate the Oaxaca–Blinder decomposition

Applied Economics Letters, 2013
This article studies the relation between the Oaxaca–Blinder decomposition and the estimated coefficient of a dummy variable for a linear regression. We calculate the unexplained part of the decomposition from the estimated coefficient of the dummy variable.
Bonnal, Liliane   +2 more
openaire   +2 more sources

Decomposition of inequality determinants of stressful events in Tehran; Oaxaca–Blinder analysis

International Journal of Human Rights in Healthcare, 2021
Purpose Social determinants of stressful events (SE) play an important role in justifying the cause of inequality in the experience of SE. The purpose of this study is to investigate the determinants that impact on inequality in the experience of SE.
Fateh Tavangar   +4 more
openaire   +1 more source

Semiparametric Estimation of Oaxaca-Blinder Decompositions with Continuous Groups

SSRN Electronic Journal, 2019
This paper considers Oaxaca-Blinder type decompositions with continuous groups. In particular, we decompose the differences between outcomes at a series of values of the group variable and at a particular value of the group variable into (i) a composition effect and (ii) a structure effect.
Brantly Callaway, Weige Huang
openaire   +1 more source

oaxaca: Blinder-Oaxaca Decomposition in R

SSRN Electronic Journal, 2014
This article introduces the R package oaxaca to perform the Blinder-Oaxaca decomposition, a statistical method that decomposes the gap in mean outcomes across two groups into a portion that is due to differences in group characteristics and a portion that cannot be explained by such differences.
openaire   +1 more source

Valuing Tourist Destinations: an Oaxaca‐Blinder Approach

International Journal of Tourism Research, 2012
ABSTRACTDestination branding influences destination selection process and future tourist behaviors. However, measuring brand equity is difficult in the case of tourist destinations. The aim of this paper is to determine which part of the price of a tourist service can be explained by differences in characteristics and which part can be explained by ...
openaire   +1 more source

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