What is multicollinearity?
1) A situation where any single independent variable is highly correlated with the dependent variable
2) A situation where all independent variables are highly correlated with each other
3) A situation where the dependent variable is highly correlated with the error term
4) A situation where the dependent variable is highly correlated with the independent variable