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On moments of dual generalized order statistics from Topp-Leone distribution
Authors:M. J. S. Khan  S. Iqrar
Affiliation:1. Department of Statistics &2. Operations Research, Aligarh Muslim University, Aligarh, India
Abstract:In this paper, we have derived exact and explicit expressions for the ratio and inverse moments of dual generalized order statistics from Topp-Leone distribution. This result includes the single and product moments of order statistics and lower records . Further, based on n dual generalized order statistics, we have deduced the expression for Maximum likelihood estimator (MLE) and Uniformly minimum variance unbiased estimator (UMVUE) for the shape parameter of Topp-Leone distribution. Finally, based on order statistics and lower records, a simulation study is being carried out to check the efficiency of these estimators.
Keywords:Dual generalized order statistics  Maximum likelihood estimator  Moments  Topp-Leone distribution  Uniformly minimum variance unbiased estimator
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