Robust Parametric Classification and Variable Selection by a Minimum Distance Criterion

Eric C. Chi, David W. Scott

We investigate a robust penalized logistic regression algorithm based on a minimum distance criterion. Influential outliers are often associated with the explosion of parameter vec…