Limited Dependent Variables

Fixing Fractional Logit

This post focuses on one of the more curious models in contemporary statistics, a specification for proportions that is either called fractional logit or quasi-Binomial. While in most cases in statistics, the evaluation of a model necessarily involves trade-offs in which a model is best applied to certain cases but not others, in this case fractional logit is simply the wrong model.