Incorporate the predictors linearly by addition or carry out partial the very least squares regression and/or part Investigation with variables which have been really correlated.

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Remodel the nonconstant variance via the appliance of the variance-stabilizing transformation to the reaction variable. This process aims at making sure the information satisfies the normal assumptions (standardization of the information).

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