LEVERAGE POINTS IN NONLINEAR REGRESSION MODELS

Abstract

We give a general definition of the leverage point in the general nonlinear regression model. including the linear regression model, In particular, the definition can be applied to binary regression models, such as the logit and the probit models. This approach makes clear when and why the ordinary definition of leverage points based on the diagonal clement of the hat matrix makes sense.