Joint Learning of Panel VAR models with Low Rank and Sparse Structure

Yuchen Xu, George Michailidis

Panel vector auto-regressive (VAR) models are widely used to capture the dynamics of multivariate time series across different subpopulations, where each subpopulation shares a com…