Before revision:  This modelling extends the common feature approach to high dimensional systems, and it differs from the dynamic factor models in which the idiosyncratic components can also embed a dynamic pattern.
After revision:  This modelling extends the common feature approach to high dimensional systems, and it differs from the dynamic factor model in which the idiosyncratic components can also embed a dynamic pattern.