Package: mgm 1.2-15

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_1.2-15.tar.gz
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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'))

Peer review:

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:

7.76 score 27 stars 5 packages 120 scripts 2.4k downloads 29 mentions 18 exports 93 dependencies

Last updated 1 months agofrom:785ee7e646. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-winNOTENov 21 2024
R-4.5-linuxNOTENov 21 2024
R-4.4-winNOTENov 21 2024
R-4.4-macNOTENov 21 2024
R-4.3-winOKNov 21 2024
R-4.3-macOKNov 21 2024

Exports:bwSelectconditionFactorGraphmgmmgmfitmgmsamplermvarmvarsamplerplotResresampleshowInteractiontv_var.mgmtv.mgmfittvmgmtvmgmsamplertvmvartvmvarsamplervar.mgm

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecorpcorcpp11data.tabledigestevaluatefansifarverfastmapfdrtoolfontawesomeforeachforeignFormulafsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetnumDerivpbapplypbivnormpillarpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownrpartrstudioapisassscalesshapestringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml