Small area estimation of labour force indicators under a multinomial model with correlated time and area effects

被引：47

作者：

Lopez-Vizcaino, Esther ^{[1
]}

Jose Lombardia, Maria ^{[2
]}

Morales, Domingo ^{[3
]}

机构：

[1] Inst Galego Estatist, Santiago De Compostela, Spain

[2] Univ Caruna, La Coruna 15071, Spain

[3] Univ Miguel Hernandez Elche, Elche, Spain

来源：

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY | 2015年 / 178卷 / 03期

关键词：

Bootstrap; Correlated time and area effects; Multinomial mixed models; Small area estimation; Unemployment rates; Unemployment totals; MEAN SQUARED ERROR; 4-PERSON FAMILIES; BAYES ESTIMATION; MEDIAN INCOME; SERIES; PREDICTION;

D O I：

10.1111/rssa.12085

中图分类号：

O1 [数学]; C [社会科学总论];

学科分类号：

03 ; 0303 ; 0701 ; 070101 ;

摘要：

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.

引用

页码：535 / 565

页数：31

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