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• W3119259351 abstract "Using sample surveys as a cost effective tool to provide estimates for characteristics of interest at population and sub-populations (area/domain) level has a long tradition in area estimation. However, the existence of outliers in the sample data can significantly affect the estimation for areas in which they occur, especially where the domain-sample size is small. Based on existing robust estimators for small area estimation we propose two novel approaches for bias calibration. A series of simulations shows that our methods lead to more efficient estimators in comparison with other existing bias-calibration methods. As a real data example we apply our estimators to obtain textit{Gini} coefficients in labour market areas of the Tuscany region of Italy, where our sources of information are the EU-SILC survey and the Italian census. This analysis shows that the new methods reveal a different picture than existing methods. We extend our ideas to predictions for non-sampled areas." @default.
• W3119259351 created "2021-01-18" @default.
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• W3119259351 date "2021-01-12" @default.
• W3119259351 modified "2023-09-27" @default.
• W3119259351 title "New Bias Calibration for Robust Estimation in Small Areas" @default.
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• W3119259351 hasPublicationYear "2021" @default.
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