Sparse Identification and Estimation of Large-Scale Vector AutoRegressive Moving Averages
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The Vector AutoRegressive Moving Average (VARMA) model is fundamental to the theory of multivariate time series; however, identifiability issues have led practitioners to abandon it in favor of the simpler but more restrictive Vector AutoRegressive (VAR) model... ...