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• W2782620053 abstract "Summary A three-level M-quantile model for small area estimation is proposed. The methodology represents an efficient alternative to prediction by using a three-level linear mixed model in the presence of outliers and it is based on an extension of M-quantile regression. A modified method of the traditional M-quantile (two-level) approach for poverty estimation is also proposed. In addition, an estimator of the mean-squared prediction error is described, which is based on a bootstrap procedure. The methodology proposed, as well as the three-level empirical best predictor, are applied to Polish European Union Survey on Income and Living Conditions and census data to estimate poverty at local administrative unit 1 level in Poland, i.e. the level for which the Central Statistical Office of Poland has not published any official estimates to date." @default.
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• W2782620053 date "2018-01-08" @default.
• W2782620053 modified "2023-10-16" @default.
• W2782620053 title "The Use of a Three-Level <i>M</i>-Quantile Model to Map Poverty at Local Administrative Unit 1 in Poland" @default.
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• W2782620053 doi "https://doi.org/10.1111/rssa.12349" @default.
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