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Title:
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An Empirical Evaluation of Small Area Estimators
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Author:
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Costa, Àlex; Satorra, Albert; Ventura, Eva
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Other authors:
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Universitat Pompeu Fabra. Departament d'Economia i Empresa |
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Abstract:
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This paper investigates the comparative performance of five small area estimators. We use Monte Carlo simulation in the context of both theoretical and empirical populations. In addition to the direct and indirect estimators, we consider the optimal composite estimator with population weights, and two composite estimators with estimated weights: one that assumes homogeneity of within area variance and square bias, and another one that uses area specific estimates of variance and square bias. It is found that among the feasible estimators, the best choice is the one that uses area specific estimates of variance and square bias. |
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Publication date:
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2005-09-15 |
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Subject(s):
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Regional statistics, small areas, root mean square error, direct, indirect and composite estimators |
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Rights:
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Aquest document està subjecte a una llicència d'ús de Creative Commons, amb la qual es permet copiar, distribuir i comunicar públicament l'obra sempre que se'n citin l'autor original, la universitat i el departament i no se'n faci cap ús comercial ni obra derivada, tal com queda estipulat en la llicència d'ús (http://creativecommons.org/licenses/by-nc-nd/2.5/es/) |
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Document type:
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Working Paper |
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