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On unbiased estimation of gini index and yntema-pietra index of lognormal distribution and their variances
Authors:T S K Moothathu
Institution:Department of Statistics , University of Kerala , Trivandrum, 695581, INDIA
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.
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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