期刊
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
卷 178, 期 3, 页码 535-565出版社
WILEY
DOI: 10.1111/rssa.12085
关键词
Bootstrap; Correlated time and area effects; Multinomial mixed models; Small area estimation; Unemployment rates; Unemployment totals
资金
- Instituto Galego de Estatistica
- Spanish Ministerio de Ciencia e Innovacion [MTM2012-37077-C02-01, MTM2008-03010]
- Xunta de Galicia [CN2012/130]
- European Regional Development Fund
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.
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