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Practical estimation methods for linked employer-employee data
Praktikable Schätzmethoden für zusammengeführte Mitarbeiter- und Firmendaten
[working paper]
Corporate Editor
Institut für Arbeitsmarkt- und Berufsforschung der Bundesagentur für Arbeit (IAB)
Abstract "Methods for the analysis of linked employer-employee data are not yet available in standard econometrics packages. In this paper, we make the fixed-effects methods developed orginally by Abowd, Kramarz, Margolis and others more accessible, where possible, and show how they can be implemented in Sta... view more
"Methods for the analysis of linked employer-employee data are not yet available in standard econometrics packages. In this paper, we make the fixed-effects methods developed orginally by Abowd, Kramarz, Margolis and others more accessible, where possible, and show how they can be implemented in Stata. To illustrate these techniques, we give an example using German linked data. There is a caveat: when the number of plants is prohibitively large and the investigator wants to estimate the correlation between the worker and firm unobserved heterogeneities, the regression-based techniques discussed are not feasible." (authjors abstract)... view less
Keywords
data; analysis; analysis procedure; enterprise; co-worker; Federal Republic of Germany
Classification
Economic Statistics, Econometrics, Business Informatics
Method
basic research; development of methods
Document language
English
Publication Year
2004
City
Nürnberg
Page/Pages
30 p.
Series
IAB Discussion Paper: Beiträge zum wissenschaftlichen Dialog aus dem Institut für Arbeitsmarkt- und Berufsforschung, 3/2004
Status
reviewed
Licence
Deposit Licence - No Redistribution, No Modifications
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