Jenkins, Stephen P. ORCID: 0000-0002-8305-9774 and Rios-Avila, Fernando
(2020)
Modelling errors in survey and administrative data on employment earnings: sensitivity to the fraction assumed to have error-free earnings.
Economics Letters, 192.
ISSN 0165-1765
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Text (Modelling errors in survey and administrative date on employment earnings)
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Abstract
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.
Item Type: | Article |
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Official URL: | https://www.sciencedirect.com/journal/economics-le... |
Additional Information: | © 2020 Elsevier B.V. |
Divisions: | Social Policy |
Subjects: | H Social Sciences > HD Industries. Land use. Labor H Social Sciences > HA Statistics |
JEL classification: | C - Mathematical and Quantitative Methods > C8 - Data Collection and Data Estimation Methodology; Computer Programs > C81 - Methodology for Collecting, Estimating, and Organizing Microeconomic Data D - Microeconomics > D3 - Distribution > D31 - Personal Income, Wealth, and Their Distributions |
Date Deposited: | 26 May 2020 10:21 |
Last Modified: | 26 Jul 2024 06:21 |
URI: | http://eprints.lse.ac.uk/id/eprint/104560 |
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