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Multi-collinearity happens when The response is highly correlated with the predictors The observed values are not independent The residuals are correlated among themselves One or

Multi-collinearity happens when

The response is highly correlated with the predictors

The observed values are not independent

The residuals are correlated among themselves

One or more predictors have high correlation among them

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