The CDF penalty:sparse and quasi unbiased estimation in regression models

Daniele Cuntrera, Luigi Augugliaro, Vito M. R. Muggeo

In high-dimensional regression modelling, the number of candidate covariates to be included in the predictor is quite large, and variable selection is crucial. In this work, we pro…