Additive Decompositions with Interaction Effects
This paper proposes a comprehensive, path-independent decomposition formula of changes into ceteris paribus effects and interaction effects. The formula implies a reassessment of sequential decomposition methods that are widely used in the literature and that are restrictive in how they treat interaction effects. If counterfactual outcomes are correctly specified, it may also be viewed as a description of certain aspects of causality in the situation where more than one causal influence is present.
|Date of creation:||Jul 2012|
|Date of revision:|
|Contact details of provider:|| Postal: |
Phone: +49 228 3894 223
Fax: +49 228 3894 180
Web page: http://www.iza.org
|Order Information:|| Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany|
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- F. L. Jones & Jonathan Kelley, 1984. "Decomposing Differences between Groups," Sociological Methods & Research, , vol. 12(3), pages 323-343, February.
- Nicole Fortin & Thomas Lemieux & Sergio Firpo, 2010.
"Decomposition Methods in Economics,"
NBER Working Papers
16045, National Bureau of Economic Research, Inc.
- Martin Biewen, 2001. "Measuring the Effects of Socio-Economic Variables on the Income Distribution: An Application to the East German Transition Process," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 185-190, February.
- Ben Jann, 2008.
"A Stata implementation of the Blinder-Oaxaca decomposition,"
ETH Zurich Sociology Working Papers
5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
- Ben Jann, 2008. "OAXACA: Stata module to compute the Blinder-Oaxaca decomposition," Statistical Software Components S456936, Boston College Department of Economics, revised 25 Aug 2011.
- Dean R. Hyslop & David C. Maré, 2005. "Understanding New Zealand's Changing Income Distribution, 1983-1998: A Semi-parametric Analysis," Economica, London School of Economics and Political Science, vol. 72(3), pages 469-495, 08.
- Biewen, Martin & Juhasz, Andos, 2010. "Understanding Rising Income Inequality in Germany," IZA Discussion Papers 5062, Institute for the Study of Labor (IZA).
- 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.
- José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
- Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
- John DiNardo & Nicole M. Fortin & Thomas Lemieux, 1995.
"Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach,"
NBER Working Papers
5093, National Bureau of Economic Research, Inc.
- DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-44, September.
- Nidardo, J. & Fortin, N. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Papers 93-94-15, California Irvine - School of Social Sciences.
- Dinardo, J. & Fortin, N.M. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: a Semiparametric Approach," Cahiers de recherche 9406, Universite de Montreal, Departement de sciences economiques.
- Dinardo, J. & Fortin, N.M. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Cahiers de recherche 9406, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June.
- Gomulka, Joanna & Stern, Nicholas, 1990. "The Employment of Married Women in the United Kingdom 1970-83," Economica, London School of Economics and Political Science, vol. 57(226), pages 171-99, May.
- Martin Biewen & Stephen Jenkins, 2005. "A framework for the decomposition of poverty differences with an application to poverty differences between countries," Empirical Economics, Springer, vol. 30(2), pages 331-358, 09.
When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp6730. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Fallak)
If references are entirely missing, you can add them using this form.