EconStor >
Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg >
IAB-Discussion Paper, Institut für Arbeitsmarkt- und Berufsforschung (IAB) >

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10419/31905
  
Title:Analyzing the changing gender wage gap based on multiply inputed right censored wages PDF Logo
Authors:Gartner, Hermann
Rässler, Susanne
Issue Date:2005
Series/Report no.:IAB discussion paper 2005,5
Abstract: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.
Subjects:Lohnunterschied
Lohnhöhe
geschlechtsspezifische Faktoren
IAB-Beschäftigtenstichprobe
Datenaufbereitung
Datenanalyse
angewandte Statistik
JEL:C15
J16
Document Type:Working Paper
Appears in Collections:IAB-Discussion Paper, Institut für Arbeitsmarkt- und Berufsforschung (IAB)

Files in This Item:
File Description SizeFormat
487422988.PDF467.62 kBAdobe PDF
No. of Downloads: Counter Stats
Download bibliographical data as: BibTeX
Share on:http://hdl.handle.net/10419/31905

Items in EconStor are protected by copyright, with all rights reserved, unless otherwise indicated.