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1995•Communication in Statistics- Theory and MethodsRequires access

On the almost unbiased generalized liu estimator and unbiased estimation of the bias and mse

Fikri Akdeniz, Selahattin Kaçıranlar

Open publisher page 152 citations

Abstract

In this paper, we derive the almost unbiased generalized Liu estimator and examine an exact unbiased estimator of the bias and mean squared error of the feasible generalized Liu estimator . We compare the almost unbiased generalized Liu estimator (AUGLE) with the generalized Liu estimator (GLE) and with the ordinary least squares estimator (OLSE).

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What this paper is about

In this paper, we derive the almost unbiased generalized Liu estimator and examine an exact unbiased estimator of the bias and mean squared error of the feasible generalized Liu estimator . We compare the almost unbiased generalized Liu estimator (AUGLE) with the generalized Liu estimator (GLE) and with the ordinary least squares estimator (OLSE).

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OpenAlex reports 152 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

In this paper, we derive the almost unbiased generalized Liu estimator and examine an exact unbiased estimator of the bias and mean squared error of the feasible generalized Liu estimator . We compare the almost unbiased generalized Liu estimator (AUGLE) with the generalized Liu estimator (GLE) and with the ordinary least squares estimator (OLSE).

Key concepts: Minimum-variance unbiased estimator, Bias of an estimator, Stein's unbiased risk estimate, Mean squared error, Efficient estimator, Mathematics, Estimator, Consistent estimator

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