Estimation of Some Proportion in a Clustered Population
Articles
D. Krapavickaitė
Institute of Mathematics and Informatics, Lithuania
Published 2009-10-25
https://doi.org/10.15388/NA.2009.14.4.14469
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Keywords

finite population
proportion
two-stage sampling design
bias

How to Cite

Krapavickaitė, D. (2009) “Estimation of Some Proportion in a Clustered Population”, Nonlinear Analysis: Modelling and Control, 14(4), pp. 473–487. doi:10.15388/NA.2009.14.4.14469.

Abstract

The aim of this paper is to show that the traditional design-based estimator for the proportion of population units, associated with at least one subunit having an attribute of interest using the two-stage sampling design, is biased. We face such a situation in the Adult Education Survey of official statistics of the European countries when estimating the share of individuals in non-formal education, involved in job-related learning activities. The alternative design and model-based estimators are proposed.

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