A Modification of McFadden's $R^2$ for Binary and Ordinal Response Models

Ejike R. Ugba, Jan Gertheiss

A lot of studies on the summary measures of predictive strength of categorical response models consider the likelihood ratio index (LRI), also known as the McFadden-$R^2$, a better…