Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models

Jiahe Lin, George Michailidis

Dynamical systems comprising of multiple components that can be partitioned into distinct blocks originate in many scientific areas. A pertinent example is the interactions between…