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-4.7-any)mgm_1.2-16.zip(r-4.6-any)mgm_1.2-16.zip(r-4.5-any)
mgm_1.2-16.tgz(r-4.6-any)mgm_1.2-16.tgz(r-4.5-any)
mgm_1.2-16.tar.gz(r-4.7-any)mgm_1.2-16.tar.gz(r-4.6-any)
mgm_1.2-16.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mgm/json (API)

# 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:
  • autism_data - Example Datasets in the mgm Package
  • autism_data_large - Example Datasets in the mgm Package
  • B5MS - Example Datasets in the mgm Package
  • dataGD - Example Datasets in the mgm Package
  • Fried2015 - 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
  • PTSD_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:

8.41 score 30 stars 10 packages 188 scripts 3.0k downloads 29 mentions 18 exports 87 dependencies

Last updated from:22f9110136. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE214
source / vignettesOK229
linux-releaseNOTE202
macos-releaseNOTE156
macos-oldrelNOTE126
windows-develNOTE157
windows-releaseNOTE139
windows-oldrelNOTE148
wasm-releaseOK146

Exports:bwSelectconditionFactorGraphmgmmgmfitmgmsamplermvarmvarsamplerplotResresampleshowInteractiontv_var.mgmtv.mgmfittvmgmtvmgmsamplertvmvartvmvarsamplervar.mgm

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecorpcorcpp11data.tabledigestevaluatefarverfastmapfdrtoolfontawesomeforeachforeignFormulafsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemimemnormtnlmennetnumDerivpbapplypbivnormpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownrpartrstudioapiS7sassscalesshapestringistringrsurvivaltinytexvctrsviridisLitewithrxfunyaml