Use of the Box-Cox transformation with binary response models

Abstract

SUMMARY The power transformation suggested by Box & Cox (1964) is applied to the odds ratio to generalize the logistic model and to parameterize a certain type of lack of fit. Transformation of the design variable within the context of the dose-response problem is also considered.