Abstract:
We develop a novel Bayesian doubly adaptive elastic-net Lasso (DAELasso) approach for
VAR shrinkage. DAELasso achieves data selection and coefficients shrinkage in a data based manner.
It constructively deals with the explanatory variables that tend to be highly collinear by encouraging
