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Mix the predictors linearly by addition or conduct partial least squares regression and/or component Investigation with variables that are very correlated.
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Varian weighting for making them another list of p with the predictor values. This accounts for your unequal common deviations. Therefore, this process gives rise to weighted the very least squares.
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