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Authors:
Omar, Aziz
Document type:
Sammelbandbeitrag / Paper in Collective Volume
Title:
Small Area Estimation
Collection title:
Reference Module in Social Sciences
Publisher:
Elsevier
Year:
2026
Language:
Englisch
Keywords:
Area-level models; Best linear unbiased estimator; Borrowing strength; Design-based estimation; Direct estimators; Empirical best linear unbiased predictor; Indirect estimators; Model-based estimation; Unit-level models
Abstract:
In sample surveys, a sample drawn from a subpopulation is not always large enough to yield reliable estimates based solely on data from that subpopulation. This occurs, for example, when the subpopulation is not accounted for in survey planning or when estimates at a very low administrative level of the survey population are required. This chapter provides a summary of Small Area Estimation (SAE), a statistical method for obtaining reliable estimates at the sub-population level. The main approac...     »
ISBN:
9780443157851
DOI:
10.1016/B978-0-443-26629-4.00291-4
URL:
https://doi.org/10.1016/B978-0-443-26629-4.00291-4
Department:
Fakultät für Humanwissenschaften
Institute:
HUM 7 - Institut für Psychologie
Chair:
Heine, Jörg-Henrik
Open Access yes or no?:
Nein / No
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