Low Tree-Rank Bayesian Vector Autoregression Model

Leo L. Duan, Zeyu Yuwen, George Michailidis +1

Vector autoregression has been widely used for modeling and analysis of multivariate time series data. In high-dimensional settings, model parameter regularization schemes inducing…