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INCORPORATING DESIGN WEIGHTS AND HISTORICAL DATA INTO MODEL-BASED SMALL-AREA ESTIMATION

Bayesian hierarchical regression (BHR) is often used in small area estimation (SAE). BHR conditions on the samples. Therefore, when data are from a complex sample survey, neither survey sampling design nor survey weights are used. This can introduce bias and/or cause large variance. Further, if non-...

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Bibliografske podrobnosti
izdano v:J Data Sci
Main Authors: Xie, Hui, Barker, Lawrence E., Rolka, Deborah B.
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7182002/
https://ncbi.nlm.nih.gov/pubmed/32336972
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