Decomposition of non-linear models using simulated residuals
This paper proposes to decompose non-linear models deduced from a latent regression framework using the latent dependent outcome as dependent variable and the Oaxaca–Blinder decomposition technique. Values of the unobserved latent outcome are obtained using simulated residuals.
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- Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
- Yun, Myeong-Su, 2003.
"Decomposing Differences in the First Moment,"
IZA Discussion Papers
877, Institute for the Study of Labor (IZA).
- Gourieroux Christian & Monfort Alain & Renault E & Trognon A, 1985.
CEPREMAP Working Papers (Couverture Orange)
- Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
- Bauer, Thomas K. & Sinning, Mathias, 2006.
"An Extension of the Blinder-Oaxaca Decomposition to Non-Linear Models,"
RWI Discussion Papers
49, RWI - Leibniz-Institut für Wirtschaftsforschung.
- Thomas Bauer & Mathias Sinning, 2008. "An extension of the Blinder–Oaxaca decomposition to nonlinear models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(2), pages 197-206, May.
- Fairlie, Robert W, 1999.
"The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment,"
Journal of Labor Economics,
University of Chicago Press, vol. 17(1), pages 80-108, January.
- Fairlie, Robert, 2014. "The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment," Santa Cruz Department of Economics, Working Paper Series qt49c4n0fg, Department of Economics, UC Santa Cruz.
- Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
- Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
- Mathia Sinning & Markus Hahn & Thomas K. Bauer, 2008. "The Blinder–Oaxaca decomposition for nonlinear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 480-492, December.
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