Upper and lower bounds for convex value functions of derivative contracts

► We compute upper and lower bounds for convex value functions of derivative contracts. ► We provide an alternative interpretation of Laprise et al. (2006) numerical procedure. ► We enlarge their findings to include options embedded in bonds. ► Our procedure is flexible to accommodate alternative dynamics for the state process. ► Our procedure can be extended to higher-dimensional state spaces.