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Incorporate the predictors linearly by addition or perform partial least squares regression and/or ingredient Examination with variables which have been highly correlated.
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Rework the nonconstant variance as a result of the application of a variance-stabilizing transformation to the response variable. This technique aims at ensuring the data meets the regular assumptions (standardization of the data).
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Does the working experience of the freshman in school with their roommate impact their overall expertise within the institution?