A carregar...

Non-Concave Penalized Likelihood with NP-Dimensionality

Penalized likelihood methods are fundamental to ultra-high dimensional variable selection. How high dimensionality such methods can handle remains largely unknown. In this paper, we show that in the context of generalized linear models, such methods possess model selection consistency with oracle pr...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Main Authors: Fan, Jianqing, Lv, Jinchi
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3266747/
https://ncbi.nlm.nih.gov/pubmed/22287795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TIT.2011.2158486
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!