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The distribution of the Liu-type estimator of the biasing parameter in elliptically contoured models

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ABSTRACT We derive the density function of the stochastic shrinkage parameters of the Liu-type estimator in elliptical models. The correctness of derivation is checked by simulations. A real data application… Click to show full abstract

ABSTRACT We derive the density function of the stochastic shrinkage parameters of the Liu-type estimator in elliptical models. The correctness of derivation is checked by simulations. A real data application is also provided.

Keywords: biasing parameter; liu type; estimator biasing; type estimator; distribution liu

Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2017

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