Learning Low-Complexity Autoregressive Models via Proximal Alternating Minimization

Fu Lin, Jie Chen

We consider the estimation of the state transition matrix in vector autoregressive models, when time sequence data is limited but nonsequence steady-state data is abundant. To leve…