A Homogeneous Class of Linear Estimators and Stronger Aitken Estimator

Abstract

We define a new class of linear estimators which includes as a subset all linear unbiased estimators. Subsequently, we establish Aitken estimator, the best linear unbiased estimator, further as the best in this larger class of linear estimators.