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Examples of the effcct of the loss function on the best equzvarlhnt estimator
Authors:Javier Rojo
Affiliation:Department of Mathematical Sciences , The University of Texas at El Paso , El Paso, 79968, Texas
Abstract:In point estimation, squared error loss is usually used because of its mathematical convenience. In some cases this choice of loss function does not have any effecton the comparison of pr cedures or on the nature of an optimalone. Some examples are considered here which illustrate the large quantitative effect the loss function may have on the optimal Procedures.
Keywords:Huber loss  Basu's theorem  Accuracy of estimator
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