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A Note on the Use of Some Functions of Spacings in the Estimation of Common Scale Parameter of Several Symmetric Distributions
Authors:R S Priya  P Yageen Thomas
Institution:1. Department of Statistics, University of Kerala, Trivandrum, Indiapriyajeev_rs@yahoo.co.in;3. Department of Statistics, University of Kerala, Trivandrum, India
Abstract:In this article, we consider the problem of best linear unbiased estimation and best linear invariant estimation of the common scale parameter of several symmetric distributions using some functions of spacings of all observations taken from individual samples. We also proved a sufficient condition for the non negativity of the common scale estimator obtained by the above method. Furthermore, we obtained necessary and sufficient conditions for the derived estimators to be constant multiple of the sum of first and last spacings of the pooled sample.
Keywords:Best linear unbiased estimators (BLUEs) and best linear invariant estimators (BLIEs)  Location-scale family of distributions  Order statistics of independent non-identically distributed (inid) random variables  Function of spacings
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