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
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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'))

Peer review:

On CRAN:

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 164 downloads 7 exports 112 dependencies

Last updated 5 months agofrom:8aeb9be858. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winOKNov 05 2024
R-4.5-linuxOKNov 05 2024
R-4.4-winOKNov 05 2024
R-4.4-macOKNov 05 2024
R-4.3-winOKNov 05 2024
R-4.3-macOKNov 05 2024

Exports:BIplotfun.simmdrmgpcanew.covpcasde.method

Dependencies:abindbackportsbase64encbitopsbootbslibcachemcaToolscheckmatecliclustercodetoolscolorspacecorpcorcowplotcpp11data.tabledigestdotCall64evaluateexpmfansifarverfastmapfdrtoolfieldsfontawesomeforeachforeignFormulafsggplot2ggrepelglassoglmnetglueGPArotationgplotsgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavaanlemonlifecyclemagrittrmapsMASSMatrixmemoisemgcvmgmmimemnormtmunsellmvtnormnlmennetnumDerivpbapplypbivnormpillarpkgconfigplsgenomicsplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2RhpcBLASctlrlangrlistrmarkdownrpartrstudioapisassscalesshapespamstringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunXMLyaml

MultiGroupO vignette

Rendered fromvignetteMult.Rmdusingknitr::rmarkdownon Nov 05 2024.

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

Real Datasets Application

Rendered fromdatR.Rmdusingknitr::rmarkdownon Nov 05 2024.

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