The discriminant analysis of multivariate time series (Corresp.)

Discrimination among multivariate autoregressive processes by Bayes' method is described. The determination of the true order of the multivariate autoregressive equation is also investigated; the estimator of the true order is obtained by minimizing the posterior risk.