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The huge Package for High-dimensional Undirected Graph Estimation in R

We describe an R package named huge which provides easy-to-use functions for estimating high dimensional undirected graphs from data. This package implements recent results in the literature, including Friedman et al. (2007), Liu et al. (2009, 2012) and Liu et al. (2010). Compared with the existing...

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Detalles Bibliográficos
Publicado en:J Mach Learn Res
Main Authors: Zhao, Tuo, Liu, Han, Roeder, Kathryn, Lafferty, John, Wasserman, Larry
Formato: Artigo
Idioma:Inglês
Publicado: 2012
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4729207/
https://ncbi.nlm.nih.gov/pubmed/26834510
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