Parameter-Expanded ECME Algorithms for Logistic and Penalized Logistic Regression

Nicholas C. Henderson, Zhongzhe Ouyang

Parameter estimation in logistic regression is a well-studied problem with the Newton-Raphson method being one of the most prominent optimization techniques used in practice. A num…