110615: There is high multicollinearity among the explanatory variables, so coefficients may be unstable.

Description

Some of the explanatory variables are highly correlated with each other. Coefficient results may be inaccurate or misleading.

Solution

Remove or replace any explanatory variables that are highly correlated with each other. You can determine which explanatory variables are highly correlated using a scatter plot matrix.