when multicollinearity is not a problem?
If R2k equals zero, variable k is not correlated with any other independent variable; and multicollinearity is not a problem for variable k. As a rule of thumb, most analysts feel that multicollinearity is a potential problem when R2k is greater than 0.75; and, a serious problem when R2k is greater than 0.9.