In a logistic analysis, the response functions are the logits of the ... the parameter estimates from the CATMOD procedure are the same as those from a logistic regression program such as PROC ...

have a thorough conceptual understanding of linear and logistic regression; appreciate the common threads running through these methods, including stratified analysis, different options for handling ...

They compared the performance of the proposed algorithm with the logistic regression approach, which the researchers described as the most commonly used method to analyze differences between PV ...