A note on the relationship between parameter collinearity and local influence

In this note we demonstrate the close relationship between the concepts of parameter collinearity and local influence. An important consequence of this relationship is that it suggests a modification of Cook's (1986) measure for the local influence of model perturbations which is invariant over reparameterizations of the perturbation scheme. This removes a serious theoretical and practical shortcoming of Cook's measure of local influence