This is a study of Favard interpolation -in which the nth derivatives of the interpolant are bounded above by a constant times the nth divided differences of the data -in the case where the data are given on some subset of a rectangular lattice in R k . In some instances, depending on the geometry of this subset, we construct a Favard interpolant, and in other instances, we prove that none exists.