Before revision:  In order to derive Value-at-Risk bounds in the latter situations, we first improve the Fr\'echet-Hoeffding \FH bounds on copulas so as to include this additional information on the dependence structure.
After revision:  In order to derive Value-at-Risk bounds in the latter situations, we first improve the \FH bounds on copulas so as to include this additional information on the dependence structure.