Bayesian inference of vector autoregressions with tensor decompositions

Yiyong Luo, Jim E. Griffin

Vector autoregressions (VARs) are popular model for analyzing multivariate economic time series. However, VARs can be over-parameterized if the numbers of variables and lags are mo…