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Quality Assessment of Imputations in Administrative Data

Schnetzer, Matthias and Astleithner, Franz and Cetkovic, Predrag and Humer, Stefan and Lenk, Manuela and Moser, Mathias (2015) Quality Assessment of Imputations in Administrative Data. Journal of Official Statistics, 31 (2). pp. 231-247. ISSN 2001-7367

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Abstract

This article contributes a framework for the quality assessment of imputations within a broader structure to evaluate the quality of register-based data. Four quality-related hyperdimensions examine the data processing from the raw-data level to the final statistics. Our focus lies on the quality assessment of different imputation steps and their influence on overall data quality. We suggest classification rates as a measure of accuracy of imputation and derive several computational approaches. (authors' abstract)

Item Type: Article
Keywords: Administrative data / register-based statistics / quality assessment / imputations
Depositing User: ePub Administrator
Date Deposited: 16 Oct 2015 11:32
Last Modified: 19 Feb 2016 17:12
Related URLs:
FIDES Link: https://bach.wu.ac.at/d/research/results/72359/
URI: http://epub.wu.ac.at/id/eprint/4667

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