Package: IsingFit 0.4.1

Sacha Epskamp

IsingFit: Fitting Ising Models Using the ELasso Method

This network estimation procedure eLasso, which is based on the Ising model, combines l1-regularized logistic regression with model selection based on the Extended Bayesian Information Criterion (EBIC). EBIC is a fit measure that identifies relevant relationships between variables. The resulting network consists of variables as nodes and relevant relationships as edges. Can deal with binary data.

Authors:van Borkulo Claudia [aut], Sacha Epskamp [aut, cre], Alexander Robitzsch [ctb], Mihai Alexandru Constantin [ctb], Jesse Boot [ctb]

IsingFit_0.4.1.tar.gz
IsingFit_0.4.1.zip(r-4.7-any)IsingFit_0.4.1.zip(r-4.6-any)IsingFit_0.4.1.zip(r-4.5-any)
IsingFit_0.4.1.tgz(r-4.6-any)IsingFit_0.4.1.tgz(r-4.5-any)
IsingFit_0.4.1.tar.gz(r-4.7-any)IsingFit_0.4.1.tar.gz(r-4.6-any)
IsingFit_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
IsingFit/json (API)

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

Bug tracker:https://github.com/cvborkulo/isingfit/issues

On CRAN:

Conda:

7.39 score 10 stars 8 packages 38 scripts 2.7k downloads 17 mentions 1 exports 87 dependencies

Last updated from:d3977032ac. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK171
source / vignettesOK217
linux-releaseOK167
macos-releaseOK202
macos-oldrelOK185
windows-develOK97
windows-releaseOK102
windows-oldrelOK111
wasm-releaseOK148

Exports:IsingFit

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecorpcorcpp11data.tabledigestevaluatefarverfastmapfdrtoolfontawesomeforeachforeignFormulafsggplot2glassoglmnetglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemimemnormtnlmennetnumDerivpbapplypbivnormpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownrpartrstudioapiS7sassscalesshapestringistringrsurvivaltinytexvctrsviridisLitewithrxfunyaml