Before revision:  The performance of the  HS-BQR is tested on large scale Monte Carlo simulations and an empirical application relevant to macroeoncomics.
After revision:  The performance of the HS-BQR is tested on large scale Monte Carlo simulations and a high dimensional Growth-at-Risk (GaR) forecasting application for the U.S.