Before revision:  We apply the proposed method in  a dynamic portfolio allocation problem, where the investor is able to learn the contemporaneous relations among different currencies .
After revision:  We apply the proposed method in two different forecasting contexts. The first is a dynamic portfolio allocation problem, where the investor is able to learn the contemporaneous relations among different currencies .