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Normalized Equation and Decomposition Analysis: Computation and Inference

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  • Yun, Myeong-Su

    ()
    (Tulane University)

Abstract

This paper joins discussions on normalized regression and decomposition equations in devising a simple and general algorithm for obtaining the normalized regression and applying it to the Oaxaca decomposition. This resolves the invariance problem in the detailed Oaxaca decomposition. An algorithm to calculate an asymptotic covariance matrix for estimates in the normalized regression for hypothesis testing is also derived. We extend these algorithms to non-linear equations where the underlying equation is linear and decompose differences in the first moment.

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File URL: http://ftp.iza.org/dp1822.pdf
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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 1822.

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Length: 25 pages
Date of creation: Oct 2005
Date of revision:
Handle: RePEc:iza:izadps:dp1822

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Related research

Keywords: normalized regression; detailed decomposition; invariance; identification; characteristics effect; coefficients effect;

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References

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  1. Even, William E. & Macpherson, David A., 1990. "Plant size and the decline of unionism," Economics Letters, Elsevier, vol. 32(4), pages 393-398, April.
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  5. Yun, Myeong-Su, 2004. "Decomposing differences in the first moment," Economics Letters, Elsevier, vol. 82(2), pages 275-280, February.
  6. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-93, March.
  7. Javier Gardeazabal & Aratza Ugidos, . "More on identification in detailed wage decompositions," Studies on the Spanish Economy 140, FEDEA.
  8. Robert W. Fairlie, 2003. "An Extension of the Blinder-Oaxaca Decomposition Technique to Logit and Probit Models," Working Papers 873, Economic Growth Center, Yale University.
  9. Yun, Myeong-Su, 2003. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," IZA Discussion Papers 836, Institute for the Study of Labor (IZA).
  10. Abowd, John M & Killingsworth, Mark R, 1984. "Do Minority-White Unemployment Differences Really Exist?," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(1), pages 64-72, January.
  11. John P. Haisken-DeNew & Christoph M. Schmidt, 2000. "Interindustry and Interregion Differentials: Mechanics and Interpretation," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 516-521, August.
  12. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
  13. Ham, John C & Svejnar, Jan & Terrell, Katherine, 1998. "Unemployment and the Social Safety Net during Transitions to a Market Economy: Evidence from the Czech and Slovak Republics," American Economic Review, American Economic Association, vol. 88(5), pages 1117-42, December.
  14. Greene, William H & Seaks, Terry G, 1991. "The Restricted Least Squares Estimator: A Pedagogical Note," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 563-67, August.
  15. Denise J. Doiron & W. Craig Riddell, 1994. "The Impact of Unionization on Male-Female Earnings Differences in Canada," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 504-534.
  16. Edin, Per-Anders & Zetterberg, Johnny, 1992. "Interindustry Wage Differentials: Evidence from Sweden and a Comparison with the United States," American Economic Review, American Economic Association, vol. 82(5), pages 1341-49, December.
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Citations

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Cited by:
  1. Gradín, Carlos, 2007. "Why Is Poverty So High Among Afro-Brazilians? A Decomposition Analysis of the Racial Poverty Gap," IZA Discussion Papers 2809, Institute for the Study of Labor (IZA).
  2. Mihails Hazans & Ija Trapeznikova & Olga Rastrigina, 2008. "Ethnic and parental effects on schooling outcomes before and during the transition: evidence from the Baltic countries," Journal of Population Economics, Springer, vol. 21(3), pages 719-749, July.
  3. Moral De Blas, Alfonso & Martín Román, Ángel & Rodríguez Caballero, Juan Carlos, 2010. "La antigüedad y las diferencias de esfuerzo entre trabajadores de distintas zonas geográficas: un estudio de los accidentes de trabajo/Seniority and Relative Effort Exercised by Workers from Differe," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 28, pages 201 (20 pá, Abril.
  4. Moral De Blas, Alfonso & Martín-Román, Ángel & Rodríguez Caballero, Juan Carlos, 2013. "El papel de las ETTs en la reducción del riesgo moral asociado al seguro por accidentes de trabajo: El caso de España/The Role of the TWAs in the Reduction of Moral Hazard in Workplace Accident Insu," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 31, pages 497-522, Septiembr.
  5. Albert López-Ibor, Rocío & Escot Mangas, Lorenzo & Fernández Cornejo, José Andrés, 2010. "La predisposición de las estudiantes universitarias a auto-limitarse profesionalmente en el futuro por razones de conciliación/The Predisposition of Feminine University Students to Professional Self," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 28, pages 203 (32 pá, Abril.

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