Robit Regression: A Simple Robust Alternative to Logistic and Probit Regression

This chapter contains sections titled: Introduction The robit model Robustness of likelihood-based inference using logistic, probit, and robit regression models Complete data for simple maximum likelihood estimation Maximum likelihood estimation using EM-type algorithms A numerical example Conclusion