Type: Package
Package: RGCCA
Title: Regularized and Sparse Generalized Canonical Correlation
        Analysis for Multiblock Data
Version: 3.0.3
Authors@R: c(
  person("Fabien", "Girka", role = "aut"),
  person("Etienne", "Camenen", role = "aut"),
  person("Caroline", "Peltier", role = "aut"),
  person("Arnaud", "Gloaguen", role = "aut"),
  person("Vincent", "Guillemot", role = "aut"),
  person("Laurent", "Le Brusquet", role = c("ths")),
  person("Arthur", "Tenenhaus", email = "arthur.tenenhaus@centralesupelec.fr",
         role = c("aut", "ths", "cre")))
Maintainer: Arthur Tenenhaus <arthur.tenenhaus@centralesupelec.fr>
Description: Multi-block data analysis concerns the analysis of several
        sets of variables (blocks) observed on the same group of
        individuals. The main aims of the RGCCA package are: to study
        the relationships between blocks and to identify subsets of
        variables of each block which are active in their relationships
        with the other blocks. This package allows to (i) run R/SGCCA
        and related methods, (ii) help the user to find out the optimal
        parameters for R/SGCCA such as regularization parameters (tau
        or sparsity), (iii) evaluate the stability of the RGCCA results
        and their significance, (iv) build predictive models from the
        R/SGCCA. (v) Generic print() and plot() functions apply to all
        these functionalities.
License: GPL-3
Depends: R (>= 3.5)
Imports: abind, caret, Deriv, ggplot2 (>= 3.4.0), ggrepel, graphics,
        gridExtra, MASS, matrixStats, methods, parallel, pbapply,
        rlang, stats
Suggests: devtools, FactoMineR, knitr, pander, rmarkdown, rticles,
        testthat, vdiffr
VignetteBuilder: knitr
LazyData: true
RoxygenNote: 7.3.1
Encoding: UTF-8
URL: https://github.com/rgcca-factory/RGCCA,
        https://rgcca-factory.github.io/RGCCA/
BugReports: https://github.com/rgcca-factory/RGCCA/issues
Config/pak/sysreqs: libicu-dev
Repository: https://rgcca-factory.r-universe.dev
Date/Publication: 2025-10-21 08:47:21 UTC
RemoteUrl: https://github.com/rgcca-factory/rgcca
RemoteRef: HEAD
RemoteSha: 85238a2dce72f086a9f3f7d19d606604ff0eac92
NeedsCompilation: no
Packaged: 2026-06-19 11:11:08 UTC; root
Author: Fabien Girka [aut],
  Etienne Camenen [aut],
  Caroline Peltier [aut],
  Arnaud Gloaguen [aut],
  Vincent Guillemot [aut],
  Laurent Le Brusquet [ths],
  Arthur Tenenhaus [aut, ths, cre]