Before revision:  We show the conditions under which this decomposition exists , and we provide statistical tools to detect its presence in the data and to estimate the parameters of the underlying small-scale VAR model.
After revision:  We show the conditions under which this decomposition exists . We provide statistical tools to detect its presence in the data and to estimate the parameters of the underlying small-scale VAR model.