Acquire an understanding of the concepts surrounding 'collinearity'. Appreciate the indications and symptoms of collinearity in multivariable regression. Become aware of the available diagnostic tools ...
Variance Inflation Factor (VIF) measures multicollinearity in a dataset. Multicollinearity occurs when a data column is a linear combination of other columns, which disrupts linear prediction models.
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