2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/166615Discussion of ``One-step sparse estimates in nonconcave penalized likelihood models'' [arXiv:0808.1012]Published in at http://dx.doi.org/10.1214/07-AOS0316B the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)Statistics Theory62F99 (Primary) 62F15 (Secondary)Discussion: One-step sparse estimates in nonconcave penalized likelihood models: Who cares if it is a white cat or a black Cat?text