Package: r-cran-huge
Version: 1.3.5-1
Architecture: amd64
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 1561
Depends: r-base-core (>= 4.1.1-2), r-api-4.0, r-cran-matrix, r-cran-igraph, r-cran-mass, r-cran-rcpp, r-cran-rcppeigen, libc6 (>= 2.29), libgcc-s1 (>= 3.3.1), libgomp1 (>= 4.9), libstdc++6 (>= 9)
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=huge
Description: 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.
