Quotation Berka, Christopher, Humer, Stefan, Moser, Mathias, Lenk, Manuela, Rechta, Henrik, Schwerer, Eliane. 2012. Combination of Evidence from Multiple Administrative Data Sources. Statistica Neerlandica 66 (1), 18-33.


RIS


BibTeX

Abstract

This article investigates the quality of register data in the context of a standardized quality framework. The special focus of this work lies on the assessment of census data and how to deal with uncertainty that arises from multiple sources (registers). To take the uncertainty associated with support and conflict between several registers into account, Dempster Shafer's theory of evidence is applied. This "fuzzy" approach allows us to investigate the quality of databases with multiple underlying sources for a single attribute and to provide both quality measures and plausibility intervals.

Tags

Press 'enter' for creating the tag

Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Statistica Neerlandica
Citation Index SCI
WU-Journal-Rating new FIN-A
Language English
Title Combination of Evidence from Multiple Administrative Data Sources
Volume 66
Number 1
Year 2012
Page from 18
Page to 33
Reviewed? Y
URL http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9574.2011.00506.x/pdf
DOI http://dx.doi.org/10.1111/j.1467-9574.2011.00506.x

Associations

Projects
Error Estimation for the register-based Census
People
Berka, Christopher (Former researcher)
Humer, Stefan (Details)
Moser, Mathias (Details)
External
Lenk, Manuela (Statistics Austria, Austria)
Rechta, Henrik (Statistics Austria, Austria)
Schwerer, Eliane (Statistics Austria, Austria)
Organization
Institute for Macroeconomics IN (Details)
Research areas (Ă–STAT Classification 'Statistik Austria')
1162 Statistics (Details)
5365 Quality management (Details)
Google Scholar: Search