How Do You Know If Multicollinearity Exists?

How Do You Know If Multicollinearity Exists? Very high standard errors for regression coefficients. … The overall model is significant, but none of the coefficients are. … Large changes in coefficients when adding predictors. … Coefficients have signs opposite what you’d expect from theory. How do you check for multicollinearity in regression? One way to