Decomposition of non-linear models using simulated residuals
AbstractThis 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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Date of creation: 04 May 2012
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Blinder-Oaxaca ; non-linear models ; simulated residuals;
Other versions of this item:
- Wolff, François-Charles, 2012. "Decomposition of non-linear models using simulated residuals," Economics Letters, Elsevier, vol. 116(3), pages 346-348.
- C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-05-15 (All new papers)
- NEP-ECM-2012-05-15 (Econometrics)
- NEP-ORE-2012-05-15 (Operations Research)
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