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Confidence intervals for quantile estimation using Jackknife techniques
Authors:Y Román-Montoya  M Rueda  A Arcos
Institution:(1) Department of Statistics and OR, University of Granada, Granada, Spain
Abstract:We consider the inference on quantiles, Q y (β), with jackknife techniques, in finite populations of a variable, Y, using the quantile information on an auxiliary variable, X. Jackknife techniques are applied to estimate quantiles and the behaviour of these estimators is analyzed. Their properties are studied for simple random sampling. We also examine the confidence intervals obtained with jackknife variances.
Keywords:Auxiliary information  Jackknife method  Quantiles  Ratio estimator  Difference estimator  Regression estimator
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