What Is Multicollinearity And Why Is It A Problem?

What Is Multicollinearity And Why Is It A Problem? Multicollinearity exists whenever an independent variable is highly correlated with one or more of the other independent variables in a multiple regression equation. Multicollinearity is a problem because it undermines the statistical significance of an independent variable. What is multicollinearity problem in regression? Multicollinearity happens when