A model-based disaggregation method for estimation of adult competency / by Andreea L. Erciulescu, Weijia Ren, Jianzhu Li, Tom Krenzke, Leyla Mohadjer and Robert Fay.: CS11-522/2022-1-3E-PDF
"Estimation at fine levels of aggregation is necessary to better describe society. Small area estimation model-based approaches that combine sparse survey data with rich data from auxiliary sources have been proven useful to improve the reliability of estimates for small domains. Considered here is a scenario where small area model-based estimates, produced at a given aggregation level, needed to be disaggregated to better describe the social structure at finer levels. For this scenario, an allocation method was developed to implement the disaggregation, overcoming challenges associated with data availability and model development at such fine levels"--Abstract.
Permanent link to this Catalogue record:
publications.gc.ca/pub?id=9.942408&sl=0
| Department/Agency | Statistics Canada, issuing body. |
|---|---|
| Title | A model-based disaggregation method for estimation of adult competency / by Andreea L. Erciulescu, Weijia Ren, Jianzhu Li, Tom Krenzke, Leyla Mohadjer and Robert Fay. |
| Variant title | At head of title: Proceedings of Statistics Canada Symposium 2022 : data disaggregation : building a more representative data portrait of society |
| Series title | [Statistics Canada international symposium series : proceedings], 1709-8211 |
| Publication type | Series - View Master Record |
| Language | [English] |
| Other language editions | [French] |
| Format | Electronic |
| Electronic document | |
| Note(s) | Cover title. Issued also in French under title: Méthode de désagrégation fondée sur un modèle pour l'estimation des compétences des adultes. Includes bibliographical references. |
| Publishing information | [Ottawa] : Statistics Canada = Statistique Canada, March 25, 2024. |
| Author / Contributor | Erciulescu, Andreea L., author. |
| Description | 1 online resource (7 unnumbered pages) : maps, graphs. |
| Catalogue number |
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| Departmental catalogue number | 11-522-X |
| Subject terms | Small area statistics. Estimation theory. |
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