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

Preview

PDF jos-2015-0015.pdf Available under License Creative Commons Attribution Non-commercial No Derivatives 3.0 Austria (CC BY-NC-ND 3.0 AT). Download (400kB)

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:	09 Sep 2020 06:27
Related URLs:	Publisher
FIDES Link:	https://bach.wu.ac.at/d/research/results/72359/
URI:	https://epub.wu.ac.at/id/eprint/4667

Actions

View Item

Downloads