Robust Variable Selection With Exponential Squared Loss
Robust Variable Selection With Exponential Squared Loss
Robust variable selection procedures through penalized regression have been gaining increased attention in the literature. They can be used to perform variable selection and are expected to yield robust estimates. However, to the best of our knowledge, the robustness of those penalized regression procedures has not been well characterized. In …