Abstract
For the regression model y=X β+ε where the errors follow the elliptically contoured distribution, we consider the least squares, restricted least squares, preliminary test, Stein-type shrinkage and positive-rule shrinkage estimators for the regression parameters, β. We compare the quadratic risks of the estimators to determine the relative dominance properties of the five estimators.
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