Regression in SPSS version 24 is ruled out as it is limited to step-wise methods only, cannot conduct an all-possible subset analysis (used here for exploratory reasons), does not automatically identify and handle outliers, and cannot accommodate a model with a high variable to observation ratio [82].
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