Multicollinearity and VIF

Medium

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In a multiple regression model, the Variance Inflation Factor (VIF) for a predictor is 12. What does this indicate?

Multiple Choice

The predictor explains 12% of the variance in the response The predictor has severe multicollinearity with other predictors, inflating its coefficient variance The predictor should be given 12 times more weight in the model The model has 12 redundant predictors

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Multicollinearity and VIF

Multiple Choice

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