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001304: Unable to estimate the following models due to severe multicollinearity (data redundancy).


OLS cannot solve (find explanatory variable coefficients) if two or more variables are strongly correlated.


Examine the Variance Inflation Factor (VIF) values and remove any redundant explanatory variables. If two variables are strongly correlated, removing one of them will resolve multicollinearity issues.