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-any)MultiGroupO_0.4.0.zip(r-4.6-any)MultiGroupO_0.4.0.zip(r-4.5-any)
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✨
DESCRIPTION
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 6 scripts 329 downloads 7 exports 106 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK209
source / vignettesOK309
linux-releaseOK183
macos-releaseOK165
macos-oldrelOK193
windows-develOK120
windows-releaseOK125
windows-oldrelOK112
wasm-releaseOK145

Exports:BIplotfun.simmdrmgpcanew.covpcasde.method

Dependencies:abindbackportsbase64encbitopsbootbslibcachemcaToolscheckmatecliclustercodetoolscolorspacecorpcorcowplotcpp11data.tabledigestdotCall64evaluateexpmfarverfastmapfdrtoolfieldsfontawesomeforeachforeignFormulafsggplot2ggrepelglassoglmnetglueGPArotationgplotsgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavaanlemonlifecyclemagrittrmapsMASSMatrixmemoisemgmmimemnormtmvtnormnlmennetnumDerivpbapplypbivnormpkgconfigplsgenomicsplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppEigenreshape2RhpcBLASctlrlangrlistrmarkdownrpartrstudioapiS7sassscalesshapespamstringistringrsurvivaltinytexvctrsviridisLitewithrxfunXMLyaml

MultiGroupO vignette
Introduction | Installation | Contributors | Session Information
Rendered fromvignetteMult.Rmdusingknitr::rmarkdown

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

Real Datasets Application
Description | Standard PCA method | Multigroup PCA method | MDR method
Rendered fromdatR.Rmdusingknitr::rmarkdown

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