On prediction of population and subpopulation characteristics for future periods |
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Authors: | Tomasz Ża̧dło |
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Affiliation: | Department of Statistics, Econometrics and Mathematics, Faculty of Management, University of Economics in Katowice, Katowice, Poland |
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Abstract: | The estimation or prediction of population characteristics based on the sample information is the key issue in survey sampling. If the sample sizes in subpopulations (domains) are large enough, similar methods as used for the whole population can be used to estimate or to predict subpopulations characteristics as well. To estimate or to predict characteristics of domains with small or even zero sample sizes, small area estimation methods “borrowing strength” from other subpopulations or time periods are widely used. We extend this problem and study methods of prediction of future population and subpopulations’ characteristics based on the longitudinal data. |
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Keywords: | Empirical best linear unbiased predictors Empirical best predictors Small area estimation Survey sampling |
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