Package: CVN 1.1

Ronja Foraita

CVN: Covariate-Varying Networks

Inferring high-dimensional Gaussian graphical networks that change with multiple discrete covariates. Louis Dijkstra, Arne Godt, Ronja Foraita (2024) <arxiv:2407.19978>.

Authors:Ronja Foraita [aut, cre], Louis Dijkstra [aut], Lukas Burk [ctb], DFG [fnd], Leibniz Institute for Prevention Research and Epidemiology - BIPS [cph]

CVN_1.1.tar.gz
CVN_1.1.zip(r-4.5)CVN_1.1.zip(r-4.4)CVN_1.1.zip(r-4.3)
CVN_1.1.tgz(r-4.5-x86_64)CVN_1.1.tgz(r-4.5-arm64)CVN_1.1.tgz(r-4.4-x86_64)CVN_1.1.tgz(r-4.4-arm64)CVN_1.1.tgz(r-4.3-x86_64)CVN_1.1.tgz(r-4.3-arm64)
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CVN_1.1.tgz(r-4.4-emscripten)CVN_1.1.tgz(r-4.3-emscripten)
CVN.pdf |CVN.html✨
CVN/json (API)

# Install 'CVN' in R:
install.packages('CVN', repos = c('https://bips-hb.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bips-hb/cvn/issues

Pkgdown site:https://bips-hb.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • grid - Data for a grid of graphs

On CRAN:

Conda-Forge:

graphical-modelshigh-dimensional-statisticsnetwork-analysiscpp

3.70 score 7 scripts 26 exports 65 dependencies

Last updated 23 days agofrom:20a36281a5. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 12 2025
R-4.5-win-x86_64OKFeb 12 2025
R-4.5-mac-x86_64OKFeb 12 2025
R-4.5-mac-aarch64OKFeb 12 2025
R-4.5-linux-x86_64OKFeb 12 2025
R-4.4-win-x86_64OKFeb 12 2025
R-4.4-mac-x86_64OKFeb 12 2025
R-4.4-mac-aarch64OKFeb 12 2025
R-4.3-win-x86_64OKFeb 12 2025
R-4.3-mac-x86_64OKFeb 12 2025
R-4.3-mac-aarch64OKFeb 12 2025

Exports:%>%combine_cvn_interpolatedcreate_edges_visnetworkcreate_nodes_visnetworkcreate_weight_matrixCVNcvn_edge_summarydetermine_information_criterion_cvnextract_cvnfind_core_graphfind_unique_edgesgenlasso_wrapperhamming_distancehamming_distance_adj_matriceshd_weight_matrixinterpolatematrix_A_inner_ADMMplot_hamming_distancesplot_hamming_distances_cvnplot_information_criterionplot_weight_matrixrelative_difference_precision_matricesset_attributes_to_edges_visnetworkstrip_cvnvisnetworkvisnetwork_cvn

Dependencies:base64encbslibcachemclicodetoolscolorspacecrayondigestdoParalleldplyrevaluatefansifarverfastmapfontawesomeforeachfsgenericsggplot2glassogluegtablehighrhtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigplyrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownsassscalesstringistringrtibbletidyselecttinytexutf8vctrsviridisLitevisNetworkwithrxfunyaml

Covariate-Varying Networks

Louis Dijkstra, Arne Godt, Ronja Foraita

Rendered fromcvn-vignette.Rmdusingknitr::rmarkdownon Feb 12 2025.

Last update: 2025-02-04
Started: 2025-02-04