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Estimators for the linear regression model based on Winsorized observations

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Authors

Chen, L-A
Welsh, Alan
Chan, W

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Academia Sinica

Abstract

We develop an asymptotic, robust version of the Gauss-Markov theorem for estimating the regression parameter vector β and a parametric function c′ β in the linear regression model. In a class of estimators for estimating β that are linear in a Winsor

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Statistica Sinica

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