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This thesis aims to identify three promising least squares selection procedures from the literature and test them through simulation. The criteria examined are minimum mean square error (Min MSE), minimum Sp, and minimum Cp. The study analyzes the performance of these techniques under varying conditions, including multicollinearity and sample size, and provides a comprehensive literature review on least squares variable selection criteria.
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