where is a vector of endogenous variables, is a vector of exogenous variables,
and are matrices of coefficients to be estimated, and is a vector of innovations
that may be contemporaneously correlated but are uncorrelated with their own lagged
values and uncorrelated with all of the right-hand side variables.