The Fay-Herriot area-level model for correlated response data is augmented with a between-groups-of-domains effect. Correlated-response parameters of small-area estimates no longer need the assumption of spatial contiguity. A simulation shows that area-level correlated-response observations increase the efficiency of the estimates, but do not reduce the biases.
Small-area estimation in the presence of area-level correlated responses
Luca Bartoli;Maria Chiara Pagliarella;Carlo Russo;Renato Salvatore
2018-01-01
Abstract
The Fay-Herriot area-level model for correlated response data is augmented with a between-groups-of-domains effect. Correlated-response parameters of small-area estimates no longer need the assumption of spatial contiguity. A simulation shows that area-level correlated-response observations increase the efficiency of the estimates, but do not reduce the biases.File in questo prodotto:
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L. Bartoli, M.C. Pagliarella, C. Russo, R. Salvatore (2018) MPS.pdf
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