In toxicological studies, researchers often deal with binary outcomes, such as the presence or absence of a toxic effect. The logit link function allows for the modeling of these outcomes as a function of various explanatory variables, such as the concentration of a toxicant. It helps in understanding the relationship between the dose of a substance and the probability of a toxic effect, often referred to as a dose-response relationship.
