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Estimation of poverty measures with auxiliary information in sample surveys
Authors:Mar??a del Mar Rueda  Juan Francisco Mu?oz
Institution:1. Departamento de Estatistica e I.O., Facultad de Ciencias, University of Granada, 18071, Granada, Spain
Abstract:The analysis of poverty measures has been receiving increased attention in recent years. This paper contributes to the literature by developing percentile ratio estimators based on the pseudo empirical likelihood method. In practice, variances of poverty measures could be not expressible by simple formulae and consequently other techniques should be used in the variance estimation stage. Assuming percentile ratios, resampling techniques are investigated in this paper. A numerical example based on data from the Spanish Household Panel Survey is taken up to illustrate how suggested procedures can perform better than existing ones. The effect of a model-misspecification on the proposed estimators is also evaluated by using simulated populations.
Keywords:
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