Local influence: a new approach

Abstract

The concept of local influence was introduced by Cook(1986). Closer study of the idea of perturbations suggests that it is important to distinguish between those of the data and those of the model, and that in the latter case Cook's definition has a theoretical difficulty. Here a new measure is proposed, which has the incidental benefit of being simpler to compute.