multicollinearity

Noun

A statistical phenomenon where two or more predictor variables in a regression model are highly correlated.

ریشه

Combination of 'multi-' (meaning 'many') and 'collinearity' (the state of being collinear, meaning 'lying on the same line or in the same plane').

مثال

• Multicollinearity can lead to unstable regression models.
• The researcher analyzed the data for signs of multicollinearity.
• Addressing multicollinearity is important for accurate regression analysis.

ترکیب‌های رایج

Multicollinearity Signs of multicollinearity Addressing multicollinearity Presence of multicollinearity