A new almost unbiased estimator in stochastic linear restriction model

In this paper, a new almost unbiased estimator is proposed under stochastic linear restrictions model as alternative to mixed estimator. The performance of the proposed estimator compared to mixed estimator is examined using the matrix mean squared errors. Keywords: Liu-type estimator; mixed estimator; stochastic linear restrictions.