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Quality Assessment of Imputations in Administrative Data Cover

Quality Assessment of Imputations in Administrative Data

Open Access
|Jun 2015

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.

Language: English
Page range: 231 - 247
Submitted on: Jul 1, 2013
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Accepted on: May 1, 2014
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Published on: Jun 27, 2015
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2015 Matthias Schnetzer, Franz Astleithner, Predrag Cetkovic, Stefan Humer, Manuela Lenk, Mathias Moser, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.