The logit link function is a transformation used in logistic regression. It maps probabilities, which range from 0 to 1, to the entire real line, making it easier to model relationships between variables. The function is defined as:
where \(p\) is the probability of the occurrence of the event of interest. This transformation is particularly useful because it ensures that the predicted probabilities remain within the valid range of 0 to 1.
