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?

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