“…The logit link function given by
is the most widely used, but other common choices are the probit and complementary log‐log link functions. These link functions usually have a negligiable effect on model performance
23 . We focus on the logit link in this paper because it is the standard link function used for binary and ordinal regression in biostatistics, and because the model parameters can be interpreted as log‐odds ratios, while a similar interpretation is not available for other link functions such as probit.…”