Package: r-cran-huge (1.3.5-2 and others)

[ Source: r-cran-huge  ]

GNU R high-dimensional undirected graph estimation

Provides a general framework for high-dimensional undirected graph estimation. It integrates data preprocessing, neighborhood screening, graph estimation, and model selection techniques into a pipeline. In preprocessing stage, the nonparanormal(npn) transformation is applied to help relax the normality assumption. In the graph estimation stage, the graph structure is estimated by Meinshausen-Buhlmann graph estimation or the graphical lasso, and both methods can be further accelerated by the lossy screening rule preselecting the neighborhood of each variable by correlation thresholding.

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Download r-cran-huge

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	1.3.5-1	1,368.5 kB	1,618.0 kB	[list of files]
amd64	1.3.5-2	1,382.1 kB	1,617.0 kB	[list of files]
arm64	1.3.5-2	1,370.8 kB	1,609.0 kB	[list of files]
armel	1.3.5-2	1,366.7 kB	1,584.0 kB	[list of files]
armhf	1.3.5-2	1,364.6 kB	1,532.0 kB	[list of files]
hppa (unofficial port)	1.3.5-2	1,374.0 kB	1,614.0 kB	[list of files]
i386	1.3.5-2	1,380.8 kB	1,616.0 kB	[list of files]
ia64 (unofficial port)	1.3.5-2	1,387.6 kB	1,758.0 kB	[list of files]
m68k (unofficial port)	1.3.5-2	1,367.2 kB	1,575.0 kB	[list of files]
mips64el	1.3.5-2	1,365.4 kB	1,620.0 kB	[list of files]
ppc64 (unofficial port)	1.3.5-2	1,377.6 kB	1,675.0 kB	[list of files]
ppc64el	1.3.5-2	1,398.8 kB	1,737.0 kB	[list of files]
riscv64	1.3.5-2	1,372.9 kB	1,556.0 kB	[list of files]
s390x	1.3.5-2	1,378.8 kB	1,613.0 kB	[list of files]
sh4 (unofficial port)	1.3.5-2	1,386.3 kB	1,607.0 kB	[list of files]
sparc64 (unofficial port)	1.3.5-2	1,362.0 kB	2,445.0 kB	[list of files]
x32 (unofficial port)	1.3.5-1	1,376.4 kB	1,592.0 kB	[list of files]