What is Multicollinearity?
Updated May 17, 2026
Short answer
Multicollinearity occurs when predictors are highly correlated.
Deep explanation
It destabilizes coefficient estimates and reduces interpretability.
Real-world example
Economic indicators often show multicollinearity.
Common mistakes
- Ignoring VIF analysis.
Follow-up questions
- How can it be reduced?
- Does it affect predictions?