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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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Podrobná bibliografie
Vydáno v:J Mach Learn Res
Hlavní autoři: Zhao, Tuo, Liu, Han, Roeder, Kathryn, Lafferty, John, Wasserman, Larry
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4729207/
https://ncbi.nlm.nih.gov/pubmed/26834510
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