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.
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.
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| Status of publication | Published |
|---|---|
| Affiliation | WU |
| Type of publication | Journal article |
| Journal | Statistica Neerlandica |
| Citation Index | SCI |
| 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 (ÖSTAT Classification 'Statistik Austria')
- 1162 Statistics (Details)
- 5365 Quality management (Details)