Two different shrinkage estimator classes for the shape parameter of classical Pareto distribution

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Hacettepe Journal of Mathematics and Statistics
Volume:45 Issue:4
Two different shrinkage estimator classes for the shape parameter of classical Pareto distribution

Two different shrinkage estimator classes for the shape parameter of classical Pareto distribution

Authors : Meral EBEGİL, Senay OZDEMİR

Pages : 1231-1244

View : 73 | Download : 12

Publication Date : 2016-08-01

Article Type : Research Paper

Abstract :In this study, biased estimators for the shape parameter of a classical Pareto distribution are proposed using two dierent shrinkage tech- niques which give a smaller mean square error than an unbiased esti- mator. Then these obtained biased estimators are compared with the unbiased estimator by the means of their mean square error.
Keywords : Mean Square Error, Pareto Distribution, Shape Parameter, Shrink age Estimation

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