Quality Assessment of Imputations in Administrative Data

Matthias Schnetzer, Franz Astleithner, Predrag Cetkovic, Stefan Humer, Mathias Moser, Manuela Lenk

Publikation: Wissenschaftliche FachzeitschriftOriginalbeitrag in FachzeitschriftBegutachtung

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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.
OriginalspracheEnglisch
Seiten (von - bis)231 - 247
FachzeitschriftJournal of Official Statistics
Jahrgang31
Ausgabenummer2
DOIs
PublikationsstatusVeröffentlicht - 2015

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