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Small-area estimation in the presence of area-level correlated responses.

Authors :
Bartoli, Luca
Pagliarella, Maria Chiara
Russo, Carlo
Salvatore, Renato
Source :
Mathematical Population Studies. 2018, Vol. 25 Issue 1, p20-40. 21p.
Publication Year :
2018

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08898480
Volume :
25
Issue :
1
Database :
Academic Search Index
Journal :
Mathematical Population Studies
Publication Type :
Academic Journal
Accession number :
128144087
Full Text :
https://doi.org/10.1080/08898480.2017.1408354