Yuanlong Yue

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A novel unified biased estimator based on the linear transform matrix acting on the least-squares estimator (LSE) in canonical form is proposed for coping with multicollinearity problem and its properties are also discussed in this paper. We show that our new biased estimator is superior, in the mean squared error (MSE) sense, to the LSE. Ridge estimator,(More)
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