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Theory and Method

Leverage and Superleverage in Nonlinear Regression

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Pages 985-990 | Received 01 Nov 1990, Published online: 27 Feb 2012
 

Abstract

Several measures of the leverage of an observation in a nonlinear regression model are defined and developed. In contrast to the upper bound on the leverage in a linear model, it is found that in a nonlinear model the leverage of an observation may exceed 1. Such a case is said to exhibit superleverage. Relationships between the leverage measures are explored, and several examples are developed to illustrate the proposed methodology.

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