On moments of dual generalized order statistics from Topp-Leone distribution |
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Authors: | M. J. S. Khan S. Iqrar |
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Affiliation: | 1. Department of Statistics &2. Operations Research, Aligarh Muslim University, Aligarh, India |
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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. |
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Keywords: | Dual generalized order statistics Maximum likelihood estimator Moments Topp-Leone distribution Uniformly minimum variance unbiased estimator |
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