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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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Bibliografske podrobnosti
izdano v:J Mach Learn Res
Main Authors: Zhao, Tuo, Liu, Han, Roeder, Kathryn, Lafferty, John, Wasserman, Larry
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4729207/
https://ncbi.nlm.nih.gov/pubmed/26834510
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