Before revision:  Then, we relate the improved Fr\'echet-Hoeffding bounds to\FH  Value-at-Risk using the  improved standard bounds of Embrechts et al .
After revision:  Then, we relate the improved Fr\'echet-Hoeffding bounds to\FH bounds to bounds on the Value-at-Risk using the improved standard bounds of Embrechts et al .