Package: mgm 1.2-16

mgm: Estimating Time-Varying k-Order Mixed Graphical Models

Estimation of k-Order time-varying Mixed Graphical Models and mixed VAR(p) models via elastic-net regularized neighborhood regression. For details see Haslbeck & Waldorp (2020) <doi:10.18637/jss.v093.i08>.

Authors:Jonas Haslbeck

mgm_1.2-16.tar.gz
mgm_1.2-16.zip(r-4.5)mgm_1.2-16.zip(r-4.4)mgm_1.2-16.zip(r-4.3)
mgm_1.2-16.tgz(r-4.5-any)mgm_1.2-16.tgz(r-4.4-any)mgm_1.2-16.tgz(r-4.3-any)
mgm_1.2-16.tar.gz(r-4.5-noble)mgm_1.2-16.tar.gz(r-4.4-noble)
mgm_1.2-16.tgz(r-4.4-emscripten)mgm_1.2-16.tgz(r-4.3-emscripten)
mgm.pdf |mgm.html✨
mgm/json (API)
NEWS

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

Bug tracker:https://github.com/jmbh/mgm/issues

Datasets:
  • B5MS - Example Datasets in the mgm Package
  • Fried2015 - Example Datasets in the mgm Package
  • PTSD_data - Example Datasets in the mgm Package
  • autism_data - Example Datasets in the mgm Package
  • autism_data_large - Example Datasets in the mgm Package
  • dataGD - Example Datasets in the mgm Package
  • fruitfly_data - Example Datasets in the mgm Package
  • mgm_data - Example Datasets in the mgm Package
  • modnw - Example Datasets in the mgm Package
  • msq_p3 - Example Datasets in the mgm Package
  • msq_p5 - Example Datasets in the mgm Package
  • mvar_data - Example Datasets in the mgm Package
  • restingstate_data - Example Datasets in the mgm Package
  • symptom_data - Example Datasets in the mgm Package

On CRAN:

Conda:

8.16 score 29 stars 6 packages 125 scripts 2.2k downloads 29 mentions 18 exports 93 dependencies

Last updated 21 days agofrom:22f9110136. Checks:3 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-winNOTEMar 11 2025
R-4.5-macNOTEMar 11 2025
R-4.5-linuxNOTEMar 11 2025
R-4.4-winNOTEMar 11 2025
R-4.4-macNOTEMar 11 2025
R-4.4-linuxNOTEMar 11 2025
R-4.3-winOKMar 11 2025
R-4.3-macOKMar 11 2025

Exports:bwSelectconditionFactorGraphmgmmgmfitmgmsamplermvarmvarsamplerplotResresampleshowInteractiontv_var.mgmtv.mgmfittvmgmtvmgmsamplertvmvartvmvarsamplervar.mgm

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecorpcorcpp11data.tabledigestevaluatefansifarverfastmapfdrtoolfontawesomeforeachforeignFormulafsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetnumDerivpbapplypbivnormpillarpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownrpartrstudioapisassscalesshapestringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml