Optimal Scaling transformations to model non-linear relations in GLMs with ordered and unordered predictors

S. J. W. Willems, A. J. van der Kooij, J. J. Meulman

In Generalized Linear Models (GLMs) it is assumed that there is a linear effect of the predictor variables on the outcome. However, this assumption is often too strict, because in…