In this paper, we study error formulas for Lagrange interpolation about Cartesian sets. Cartesian sets are properly subgrids of tensor product grids. Given the interpolated functions with all order continuous partial derivatives, we directly construct the good error formulas for Lagrange interpolation on Cartesian sets. Owing to the special algebraic structure, such good error formula is useful for error estimate.