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]

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MultiGroupO.pdf |MultiGroupO.html✨
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.

2.60 score 4 scripts 194 downloads 7 exports 112 dependencies

Last updated 9 months agofrom:8aeb9be858. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winOKMar 05 2025
R-4.5-macOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-winOKMar 05 2025
R-4.4-macOKMar 05 2025
R-4.4-linuxOKMar 05 2025
R-4.3-winOKMar 05 2025
R-4.3-macOKMar 05 2025

Exports:BIplotfun.simmdrmgpcanew.covpcasde.method

Dependencies:abindbackportsbase64encbitopsbootbslibcachemcaToolscheckmatecliclustercodetoolscolorspacecorpcorcowplotcpp11data.tabledigestdotCall64evaluateexpmfansifarverfastmapfdrtoolfieldsfontawesomeforeachforeignFormulafsggplot2ggrepelglassoglmnetglueGPArotationgplotsgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavaanlemonlifecyclemagrittrmapsMASSMatrixmemoisemgcvmgmmimemnormtmunsellmvtnormnlmennetnumDerivpbapplypbivnormpillarpkgconfigplsgenomicsplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2RhpcBLASctlrlangrlistrmarkdownrpartrstudioapisassscalesshapespamstringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunXMLyaml

MultiGroupO vignette

Rendered fromvignetteMult.Rmdusingknitr::rmarkdownon Mar 05 2025.

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

Real Datasets Application

Rendered fromdatR.Rmdusingknitr::rmarkdownon Mar 05 2025.

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