Package: MultiGroupO 0.4.0

MultiGroupO: MultiGroup Method and Simulation Data Analysis

Two method new of multigroup and simulation of data. The first technique called multigroup PCA (mgPCA) this multivariate exploration approach that has the idea of considering the structure of groups and / or different types of variables. On the other hand, the second multivariate technique called Multigroup Dimensionality Reduction (MDR) it is another multivariate exploration method that is based on projections. In addition, a method called Single Dimension Exploration (SDE) was incorporated for to analyze the exploration of the data. It could help us in a better way to observe the behavior of the multigroup data with certain variables of interest.

Authors:Carolina Millap/'an [aut, cre], Esteban Vegas [aut], Ferran Reverter [aut], Josep M Oller [aut], Joel Mu/~noz [aut]

MultiGroupO_0.4.0.tar.gz
MultiGroupO_0.4.0.zip(r-4.7)MultiGroupO_0.4.0.zip(r-4.6)MultiGroupO_0.4.0.zip(r-4.5)
MultiGroupO_0.4.0.tgz(r-4.6-any)MultiGroupO_0.4.0.tgz(r-4.5-any)
MultiGroupO_0.4.0.tar.gz(r-4.7-any)MultiGroupO_0.4.0.tar.gz(r-4.6-any)
MultiGroupO_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MultiGroupO/json (API)

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

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.30 score 4 scripts 133 downloads 7 exports 106 dependencies

Last updated from:8aeb9be858. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK189
source / vignettesOK234
linux-release-x86_64OK187
macos-release-arm64OK175
macos-oldrel-arm64OK237
windows-develOK143
windows-releaseOK140
windows-oldrelOK138
wasm-releaseOK136

Exports:BIplotfun.simmdrmgpcanew.covpcasde.method

Dependencies:abindbackportsbase64encbitopsbootbslibcachemcaToolscheckmatecliclustercodetoolscolorspacecorpcorcowplotcpp11data.tabledigestdotCall64evaluateexpmfarverfastmapfdrtoolfieldsfontawesomeforeachforeignFormulafsggplot2ggrepelglassoglmnetglueGPArotationgplotsgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavaanlemonlifecyclemagrittrmapsMASSMatrixmemoisemgmmimemnormtmvtnormnlmennetnumDerivpbapplypbivnormpkgconfigplsgenomicsplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2RhpcBLASctlrlangrlistrmarkdownrpartrstudioapiS7sassscalesshapespamstringistringrsurvivaltinytexvctrsviridisLitewithrxfunXMLyaml

MultiGroupO vignette

Rendered fromvignetteMult.Rmdusingknitr::rmarkdownon Jun 04 2026.

Last update: 2024-06-06
Started: 2022-01-12

Real Datasets Application

Rendered fromdatR.Rmdusingknitr::rmarkdownon Jun 04 2026.

Last update: 2024-06-06
Started: 2022-01-12