Abstract
This paper considers the estimation of population mean under a super population model and presents a class of improved estimators. Dominance of this class over the conventional unbiased estimator with respect to predictive mean squared error is studied and a simple condition is deduced. Unbiased estimation of the bias and efficiency gain is also discussed.
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