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Imputation of the working time information for the employment register data

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Abstract

"Due to changes in the data collection method in 2011, German Employment Register data temporarily exhibit an uncharacteristically high share of missing information (25 %) regarding the job activity profile (Tätigkeitsschlüssel). We assess the consequences of this on wage analyses and develop a simple model to impute the missings. To this aim, we compare the predictive power of Logit and linear probability models, classification trees and nonparametric probit models." (Author's abstract, IAB-Doku) ((en))

Author

  • Ludsteck, Johann
  • Thomsen, Ulrich

Bibliographical information

Ludsteck, Johann; Thomsen, Ulrich (2016): Imputation of the working time information for the employment register data. (FDZ-Methodenreport, 01/2016 (en)), Nürnberg, 19 p.
 

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