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.
- Language
-
Englisch
- Bibliographic citation
-
Series: IAB-Discussion Paper ; No. 3/2004
- Classification
-
Wirtschaft
Single Equation Models; Single Variables: Panel Data Models; Spatio-temporal Models
Econometric Software
Wages, Compensation, and Labor Costs: General
- Subject
-
IAB-Linked-Employer-Employee-Datensatz
Schätzung
Datenanalyse
Software
statistische Methode
Mikroökonometrie
Panel
Statistik der Unternehmen und Arbeitsstätten
Arbeitsmarktstatistik
Schätzung
Theorie
Deutschland
- Event
-
Geistige Schöpfung
- (who)
-
Andrews, Martyn J.
Schank, Thorsten
Upward, Richard
- Event
-
Veröffentlichung
- (who)
-
Institut für Arbeitsmarkt- und Berufsforschung (IAB)
- (where)
-
Nürnberg
- (when)
-
2004
- Handle
- Last update
-
10.03.2025, 11:41 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Andrews, Martyn J.
- Schank, Thorsten
- Upward, Richard
- Institut für Arbeitsmarkt- und Berufsforschung (IAB)
Time of origin
- 2004
Other Objects (12)
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
New evidence on implicit contracts from linked employer-employee data
Career and wage dynamics: Evidence from linked employer-employee data
Worker productivity and wages: Evidence from linked employer-employee data
The SFB882-B3 Linked Employer-Employee Panel Survey (LEEP-B3)
Fixed-term contracts and wages revisited using linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
New evidence on implicit contracts from linked employer-employee data
Career and wage dynamics: Evidence from linked employer-employee data
Worker productivity and wages: Evidence from linked employer-employee data
The SFB882-B3 Linked Employer-Employee Panel Survey (LEEP-B3)
Fixed-term contracts and wages revisited using linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
Practical estimation methods for linked employer-employee data
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
The linked employer-employee dataset of the IAB (LIAB)
New evidence on implicit contracts from linked employer-employee data
Career and wage dynamics: Evidence from linked employer-employee data
Worker productivity and wages: Evidence from linked employer-employee data
The SFB882-B3 Linked Employer-Employee Panel Survey (LEEP-B3)