seniorLinear Regression
What is multicollinearity impact on coefficients?
Updated May 16, 2026
Short answer
It increases variance of coefficient estimates, making them unstable.
Deep explanation
Highly correlated predictors make it difficult to isolate individual effects, causing coefficients to fluctuate significantly with small data changes.
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