Arbeitspapier
Modelling Errors in Survey and Administrative Data on Employment Earnings: Sensitivity to the Fraction Assumed to Have Error-Free Earnings
Kapteyn and Ypma (Journal of Labour Economics 2007) is an influential study of errors in survey and administrative data on employment earnings. To fit their mixture models, Kapteyn and Ypma assume a specific fraction of their sample have error-free earnings. Using a new UK dataset, we assess the sensitivity of model estimates and post-estimation statistics to variations in this fraction and find some lack of robustness.
- Sprache
-
Englisch
- Erschienen in
-
Series: IZA Discussion Papers ; No. 13196
- Klassifikation
-
Wirtschaft
Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
Survey Methods; Sampling Methods
Personal Income, Wealth, and Their Distributions
- Thema
-
measurement error
misclassification error
labour earnings
Kapteyn-Ypma model
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Jenkins, Stephen P.
Rios-Avila, Fernando
- Ereignis
-
Veröffentlichung
- (wer)
-
Institute of Labor Economics (IZA)
- (wo)
-
Bonn
- (wann)
-
2020
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Jenkins, Stephen P.
- Rios-Avila, Fernando
- Institute of Labor Economics (IZA)
Entstanden
- 2020