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Merge the predictors linearly by addition or carry out partial the very least squares regression and/or component Investigation with variables which can be very correlated.

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Varian weighting for making them a distinct set of p with the predictor values. This accounts to the unequal conventional deviations. Consequently, this process offers rise to weighted the very least squares.

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