Bayesian Shrinkage in High-Dimensional VAR Models: A Comparative Study

Harrison Katz, Robert E. Weiss

High-dimensional vector autoregressive (VAR) models offer a versatile framework for multivariate time series analysis, yet face critical challenges from over-parameterization and u…