The results on robustness theory presented here are extensions of those given in [1]. The basic innovation in these new results is that they utilize minimal additional information about the structure of the modelling error as well as its magnitude to assess the robustness of feedback systems for which robustness tests based on the magnitude of modelling error alone are inconclusive.