Confidence intervals for quantile estimation using Jackknife techniques |
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Authors: | Y Román-Montoya M Rueda A Arcos |
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Institution: | (1) Department of Statistics and OR, University of Granada, Granada, Spain |
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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. |
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Keywords: | Auxiliary information Jackknife method Quantiles Ratio estimator Difference estimator Regression estimator |
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