Arbeitspapier
Practical estimation methods for linked employer-employee data
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. We also report an estimate of the correlation of zero. In this version of the paper, we replace our earlier Two-Step estimator by a Classical Minimum Distance estimator.
- Sprache
-
Englisch
- Erschienen in
-
Series: IAB-Discussion Paper ; No. 3/2004
- Klassifikation
-
Wirtschaft
Single Equation Models; Single Variables: Panel Data Models; Spatio-temporal Models
Econometric Software
Wages, Compensation, and Labor Costs: General
- Thema
-
IAB-Linked-Employer-Employee-Datensatz
Schätzung
Datenanalyse
Software
statistische Methode
Mikroökonometrie
Panel
Statistik der Unternehmen und Arbeitsstätten
Arbeitsmarktstatistik
Schätzung
Theorie
Deutschland
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Andrews, Martyn J.
Schank, Thorsten
Upward, Richard
- Ereignis
-
Veröffentlichung
- (wer)
-
Institut für Arbeitsmarkt- und Berufsforschung (IAB)
- (wo)
-
Nürnberg
- (wann)
-
2004
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:41 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Andrews, Martyn J.
- Schank, Thorsten
- Upward, Richard
- Institut für Arbeitsmarkt- und Berufsforschung (IAB)
Entstanden
- 2004
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