Dimension reduction and variable selection in case control studies via regularized likelihood optimization

Florentina Bunea, Adrian Barbu

Dimension reduction and variable selection are performed routinely in case-control studies, but the literature on the theoretical aspects of the resulting estimates is scarce. We b…