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Order preserving property of moment estimators
Authors:Piotr Nowak
Institution:Mathematical Institute, University of Wroc?aw, Pl. Grunwaldzki 2/4, 50-384 Wroc?aw, Poland
Abstract:Balakrishnan and Mi (2001) considered order preserving property of maximum likelihood estimators. In this paper there are given conditions under which the moment estimators have the property of preserving stochastic orders. The preserving property for the usual stochastic order as well as for likelihood ratio one is considered. Sufficient conditions are established for some parametric families of distributions.
Keywords:Moment estimator  Maximum likelihood estimator  Exponential family  Stochastic ordering  Total positivity
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