Generalized Yule-Walker equations and testing the orders of multivariate time series

Consistency condi ions are given for the estimates of AR-parameters of multivariate ARMA models, obtained by using generalized Yule-Walker equations. The related problem of selecting the model orders by testing the rank of the output covariance matrix is also discussed.