The Blinder–Oaxaca decomposition for nonlinear regression models
AbstractIn 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. We further demonstrate how the standard errors of the estimated components can be calculated by using Stata’s bootstrap command as a prefix. Copyright 2008 by StataCorp LP.
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Bibliographic InfoArticle provided by StataCorp LP in its journal Stata Journal.
Volume (Year): 8 (2008)
Issue (Month): 4 (December)
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- Bookwalter, Jeffrey & Fitch-Fleischmann, Benjamin & Dalenberg, Douglas, 2011. "Understanding life-satisfaction changes in post-apartheid South Africa," MPRA Paper 34579, University Library of Munich, Germany.
- Katja Goerlitz, 2009.
"The Development of Employers’ Training Investments Over Time – A Decomposition Analysis Using German Establishment Data,"
Ruhr Economic Papers
0087, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- Katja Görlitz, 2010. "The Development of Employers’ Training Investments Over Time – A Decomposition Analysis Using German Establishment Data," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 230(2), pages 186-207.
- Essama-Nssah, B. & Bassole, Leandre, 2010. "A counterfactual analysis of the poverty impact of economic growth in Cameroon," Policy Research Working Paper Series 5249, The World Bank.
- Kristin E. Smith, 2014. "The Ups and Downs in Women's Employment: Shifting Composition or Behavior from 1970 to 2010?," Upjohn Working Papers and Journal Articles 14-211, W.E. Upjohn Institute for Employment Research.
- Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
- François-Charles Wolff, 2012.
"Decomposition of non-linear models using simulated residuals,"
- Wolff, François-Charles, 2012. "Decomposition of non-linear models using simulated residuals," Economics Letters, Elsevier, vol. 116(3), pages 346-348.
- Essama-Nssah, , B. & Bassol3, Leandre & Paul, Saumik, 2010. "Accounting for heterogeneity in growth incidence in Cameroon," Policy Research Working Paper Series 5464, The World Bank.
- Karunarathne, Wasana & Gibson, John, 2014.
"Financial literacy and remittance behavior of skilled and unskilled immigrant groups in Australia,"
Journal of Asian Economics,
Elsevier, vol. 30(C), pages 54-62.
- Wasana Karunarathne & John Gibson, 2013. "Financial Literacy and Remittance Behavior of Skilled and Unskilled Immigrant Groups in Australia," Department of Economics - Working Papers Series 1170, The University of Melbourne.
- Leilanie Basilio, 2009. "Deciding Who Works Where – An Analysis of the Distribution of Work within Native and Immigrant Families in Australia," Ruhr Economic Papers 0125, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- HAURET Laetitia & WILLIAMS Donald R., 2013. "Cross-national analysis of gender differences in job satisfaction," CEPS/INSTEAD Working Paper Series 2013-27, CEPS/INSTEAD.
- Font, Sarah A. & Berger, Lawrence M. & Slack, Kristen S., 2012. "Examining racial disproportionality in child protective services case decisions," Children and Youth Services Review, Elsevier, vol. 34(11), pages 2188-2200.
- Lawrence M. Berger & Sara S. McLanahan, 2011. "Child Wellbeing in Two-Parent Families: How Do Characteristics and Relationships Matter?," Working Papers 1322, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Research on Child Wellbeing..
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