Small area estimation of labour force indicators under a multinomial model with correlated time and area effects
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Small area estimation of labour force indicators under a multinomial model with correlated time and area effectsDate
2014-09-30Citation
E. López-Vizcaíno, M.J. Lombardía y D. Morales . Small area estimation of labour force indicators under a multinomial model with correlated time area effects, Journal of the Royal Statistical Society. Series A (Statistics in Society) (2015) 178, 535-565.
Abstract
[Abstract] The aim of the paper is the estimation of small area labour force indicators like totals of employed and unemployed people and unemployment rates. Small area estimators of these quantities are derived from four multinomial logit mixed models, including a model with correlated time and area random effects. Mean-squared errors are used to measure the accuracy of the estimators proposed and they are estimated by analytic and bootstrap methods. The methodology introduced is applied to real data from the Spanish Labour Force Survey of Galicia.
Keywords
Bootstrap
Correlated time and area effects
Multinomial mixed models
Small area estimation
Unemployment rates
Unemployment totals
Correlated time and area effects
Multinomial mixed models
Small area estimation
Unemployment rates
Unemployment totals
Editor version
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"This is the peer reviewed version of the following article: E. López-Vizcaíno, M.J. Lombardía y D. Morales . Small area estimation of labour force indicators under a multinomial model with correlated time area effects, Journal of the Royal Statistical Society. Series A (Statistics in Society) (2015) 178, 535-565, which has been published in final form at DOI: 10.1111/rssa.12085. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving."
ISSN
0964-1998
1467-985X
1467-985X