Package: CVN 1.1

Louis Dijkstra

CVN: Covariate-varying Networks

A package for inferring high-dimensional Gaussian graphical networks that change with multiple discrete covariates

Authors:Louis Dijkstra [aut, cre]

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

Peer review:

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

On CRAN:

graphical-modelshigh-dimensional-statisticsnetwork-analysis

29 exports 0.09 score 73 dependencies 19 scripts

Last updated 4 months agofrom:01a689108f. Checks:OK: 1 ERROR: 8. Indexed: yes.

Exports:check_correctness_inputcreate_edges_visnetworkcreate_matrix_Dcreate_nodes_visnetworkcreate_weight_matrixCVNdetermine_information_criteriondetermine_information_criterion_cvnestimatefind_core_graphgenlasso_wrapperglassohamming_distancehamming_distance_adj_matriceshits_end_lambda_intervalsinterpolatematrix_A_inner_ADMMplot_hamming_distancesplot_hamming_distances_cvnplot_information_criterionplot_weight_matrixrelative_difference_precision_matricesset_attributes_to_edges_visnetworkstrip_cvnupdateThetaupdateYupdateZ_wrappervisnetworkvisnetwork_cvn

Dependencies:base64encbslibcachemclicodetoolscolorspacecpp11crayondigestdoSNOWdplyrevaluatefansifarverfastmapfontawesomeforeachfsgenericsggplot2glassogluegtablehighrhmshtmltoolshtmlwidgetshugeigraphisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigplyrprettyunitsprogressR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownsassscalessnowstringistringrtibbletidyselecttinytexutf8vctrsviridisLitevisNetworkwithrxfunyaml