Analyzing the changing gender wage gap based on multiply imputed right censored wages
"In order to analyze the gender wage gap with the German IAB-employment sample we have to solve the problem of censored wages at the upper limit of the social security system. We treat this problem as a missing data problem. We regard the missingness mechanism as not missing at random (NMAR, according to Little and Rubin, 1987, 2002) as well as missing by design. The censored wages are multiply imputed by draws of a random variable from a truncated distribution. The multiple imputation is based on Markov chain Monte Carlo (MCMC) technique. We complete the dataset with this technique in order to apply a Juhn-Murphy-Pierce-decomposition. As the main sources for the narrowing gender wage gap from 1991 to 2001 we identify an improvement of women's position within the wage distribution." (Author's abstract, IAB-Doku) ((en))
|Date of creation:||28 Feb 2005|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://www.iab.de/
More information through EDIRC
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.:
- Blau, Francine D & Kahn, Lawrence M, 1994. "Rising Wage Inequality and the U.S. Gender Gap," American Economic Review, American Economic Association, vol. 84(2), pages 23-28, May.
- Chib, Siddhartha, 1992. "Bayes inference in the Tobit censored regression model," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 79-99.
- Francine D. Blau & Lawrence Kahn, 1995.
"The Gender Earnings Gap: Some International Evidence,"
in: Differences and Changes in Wage Structures, pages 105-144
National Bureau of Economic Research, Inc.
- Francine D. Blau & Lawrence M. Kahn, 1992. "The Gender Earnings Gap: Some International Evidence," NBER Working Papers 4224, National Bureau of Economic Research, Inc.
- 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.
- Daron Acemoglu, 2000.
"Technical Change, Inequality, and the Labor Market,"
NBER Working Papers
7800, National Bureau of Economic Research, Inc.
- Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
- Oi, Walter Y. & Idson, Todd L., 1999. "Firm size and wages," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 33, pages 2165-2214 Elsevier.
When requesting a correction, please mention this item's handle: RePEc:iab:iabdpa:200505. 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: (IAB, Geschäftsbereich Dokumentation und Bibliothek)
If references are entirely missing, you can add them using this form.