Small area estimation of labour force indicators under a multinomial model with correlated time and area effects
Small area estimation of labour force indicators under a multinomial model with correlated time and area effects
复制标题
具有相关时间和面积效应的多项模型下劳动力指标的小区域估计
DOI：
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发表时间：
2015
期刊：
影响因子：
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通讯作者：
D. Morales
中科院分区：
文献类型：
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作者：
Esther López;M. Lombardía;D. Morales
本文的目的是估计小区域劳动力指标，如就业和失业人口总数和失业率。这些量的小面积估计是由四种多项式logit混合模型得到的，其中包括一个具有相关时间和面积随机效应的模型。均方误差用于测量所提出的估计器的精度，并通过分析和自举方法对其进行估计。所介绍的方法适用于西班牙加利西亚劳动力调查的实际数据。
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.