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Double machine learning for Oaxaca-Blinder decomposition
Economics LettersMinghai Mao, Antonio Raiola, Da Yang
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The easiest way to estimate the Oaxaca–Blinder decomposition
Applied Economics Letters, 2013This 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
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A Oaxaca–Blinder decomposition for count data models
Applied Economics Letters, 2010Little 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
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Decomposition of inequality determinants of stressful events in Tehran; Oaxaca–Blinder analysis
International Journal of Human Rights in Healthcare, 2021Purpose 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
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Semiparametric Estimation of Oaxaca-Blinder Decompositions with Continuous Groups
SSRN Electronic Journal, 2019This 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
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Ophthalmic Epidemiology, 2021
The aim of this study was to investigate economic inequality in cataract surgery and to decompose it into its determinants using Oaxaca-Blinder decomposition.The Tehran Geriatric Eye Study is a population-based cross-sjal study that was done on individuals above 60 years using stratified cluster random sampling.
Hashemi, H., Pakzad, R., Khabazkhoob, M.
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The aim of this study was to investigate economic inequality in cataract surgery and to decompose it into its determinants using Oaxaca-Blinder decomposition.The Tehran Geriatric Eye Study is a population-based cross-sjal study that was done on individuals above 60 years using stratified cluster random sampling.
Hashemi, H., Pakzad, R., Khabazkhoob, M.
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oaxaca: Blinder-Oaxaca Decomposition in R
SSRN Electronic Journal, 2014This 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.
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Regional Consumption Inequality in China: An Oaxaca-Blinder Decomposition at the Prefectural Level
Growth and Change, 2017Sharp regional differences in income and consumption patterns have characterized the Chinese development process. Focusing on the years 2007 and 2012, this work employs the Oaxaca-Blinder decomposition to assess the extent and the determinants of the urban/non-urban and coastal/inland disparity in consumption patterns.
Bin, Peng, Fracasso, Andrea
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Wage discrimination in Zambia: an extension of the Oaxaca-Blinder decomposition
Applied Economics Letters, 2000Recently, there has been growing interest in reducing gender and race discrimination. Hence, interest in exploring what causes the discriminatory wage gap has also grown. An often applied tool for this type of analysis is the Oaxaca-Blinder decomposition technique.
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The 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 ...
Montes Rojas, Gabriel Victorio +2 more
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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 ...
Montes Rojas, Gabriel Victorio +2 more
openaire +2 more sources