I find a problem when I want to model vector autoregressive exogenous, instantly the message "The lag 0 covariance matrix is singular." and The model is not full rank. The VARMAX procedure halts further steps
Varmax's parameter estimation is based on least squares which requires inverse of a matrix in its calculation. If some of the variables are highly or perfectly correlated then matrix will not invert and you will get this error.
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