Autori: Morales, Domingo, Boubeta, Miguel, Lombardia, Maria Jose
Titolo: Small area prediction of proportions and counts under a spatial Poisson mixed model
Periodico: Statistical methods & applications : Journal of the Italian Statistical Society
Anno: 2024 - Volume: 33 - Fascicolo: 4 - Pagina iniziale: 1193 - Pagina finale: 1215

This paper introduces an area-level Poisson mixed model with SAR(1) spatially correlated random effects. Small area predictors of proportions and counts are derived from the new model and the corresponding mean squared errors are estimated by parametric bootstrap. The behaviour of the introduced predictors is empirically investigated by running model-based simulation experiments. An application to real data from the Spanish living conditions survey of Galicia (Spain) is given. The target is the estimation of domain proportions of women under the poverty line.




SICI: 1618-2510(2024)33:4<1193:SAPOPA>2.0.ZU;2-

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