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The Blinder–Oaxaca Decomposition for Nonlinear Regression Models [PDF]
The Stata Journal, 2008 In this article, a general Blinder–Oaxaca decomposition for nonlinear models is derived, which allows the difference in an outcome variable between two groups to be decomposed into several components. We show how, using nldecompose, this general decomposition can be applied to different models with discrete and limited dependent variables.
Mathias Sinning
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The Blinder–Oaxaca Decomposition for Linear Regression Models [PDF]
The Stata Journal, 2008 The counterfactual decomposition technique popularized by Blinder (1973, Journal of Human Resources, 436–455) and Oaxaca (1973, International Economic Review, 693–709) is widely used to study mean outcome differences between groups. For example, the technique is often used to analyze wage gaps by sex or race.
Ben Jann
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Azerbaijan Housing Market at the Harmony of Blinder-Oaxaca Decomposition and Mechanism Design
SSRN Electronic Journal, 2020Being argumentative in nature and referring to Oaxaca Decomposition for the purpose of defining the main drivers of rental flats and houses, be new, old, repaired, or unrepaired, together with applying the difference in difference method to evaluate the effectiveness of the policy, this paper calls into the question of how to inaugurate a country ...
Nargiz Mammadova +4 more
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Blinder–Oaxaca decomposition applied to sensory and preference data
Food Quality and Preference, 2010Abstract When equivalent regressions (same independent variables, same dependent variable) are applied to two different populations, Blinder–Oaxaca decomposition allows to estimate how much of the difference between means of the dependent variable can be explained by the differences between means of the independent variables.
Amparo Tarrega, Inmaculada Carbonell
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A Stata implementation of the Blinder-Oaxaca decomposition [PDF]
, 2008 The counterfactual decomposition technique popularized by Blinder (1973) and Oaxaca (1973) is widely used to study mean outcome differences between groups. For example, the technique is often used to analyze wage gaps by sex or race. The present paper summarizes the technique and addresses a number of complications such as the identification of effects
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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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Insights from the Blinder—Oaxaca Decomposition on Polarization in the US Senate
Quarterly Journal of Political Science, 2021I study the change in polarization in the US Senate from the period 1947–1966 to 1995–2014. I use a decomposition approach to quantify how much of the increase in polarization between those two periods can be explained by the representation relationship with all voters versus the representation relationship with copartisans.
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An Extension of the Blinder-Oaxaca Decomposition Technique to Logit and Probit Models
2003The Blinder-Oaxaca decomposition technique is widely used to identify and quantify the separate contributions of group differences in measurable characteristics, such as education, experience, marital status, and geographical differences to racial and gender gaps in outcomes.
Fairlie, Robert W., Fairlie, Robert W.
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Tourism Economics, 2018
Numerous studies have used agency theory (Jensen and Meckling, 1976) and capital scarcity theory (Oxenfeldt and Kelly, 1969) to explain franchising motivations. Although both theories may in part account for why firms choose to franchise, past studies have not seriously considered the potential relationship between franchising and capital structures ...
Kwangmin Park, SooCheong (Shawn) Jang
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Numerous studies have used agency theory (Jensen and Meckling, 1976) and capital scarcity theory (Oxenfeldt and Kelly, 1969) to explain franchising motivations. Although both theories may in part account for why firms choose to franchise, past studies have not seriously considered the potential relationship between franchising and capital structures ...
Kwangmin Park, SooCheong (Shawn) Jang
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OAXACA: Stata module to compute the Blinder-Oaxaca decomposition
2008-oaxaca- computes the so-called Blinder-Oaxaca decomposition, which is often used to analyze wage gaps by sex or race. Older versions of this routine are available as -oaxaca9- and -oaxaca8-.
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