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variance inflation factor (vif)
How to Interpret VIF Values?
Interpreting VIF values is straightforward:
VIF = 1:
No correlation between the independent variable and others.
1 Moderate correlation, generally acceptable.
VIF ≥ 5:
High correlation, may warrant further investigation or remedial actions.
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