On unbiased estimation of gini index and yntema-pietra index of lognormal distribution and their variances |
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Authors: | T. S. K. Moothathu |
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Affiliation: | Department of Statistics , University of Kerala , Trivandrum, 695581, INDIA |
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Abstract: | Here we derive the uniformly minimum variance unbiased (best) estimator and a strongly consistent, asymptotically normal, unbiased estimator of each of Gini index and Yntema-Pietra index of lognormal distribution . These estimators are in terms of generalized hypergeometric functions 1F2. Further, the variances of these estimators and the best estimators of variances of best estimators are found out. They are in terms of Kempé de Fériet's hypergeometric functions. |
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Keywords: | complete-sufficient statistics Rao-Blackwell and Lehmann-Scheffétheorems dominated convergence theorems generalized hypergeometric functions Kempé d Fériet's hypergeometric functions |
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