Other packages > Find by keyword >

RGCCA  

Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data
View on CRAN: Click here


Download and install RGCCA package within the R console
Install from CRAN:
install.packages("RGCCA")

Install from Github:
library("remotes")
install_github("cran/RGCCA")

Install by package version:
library("remotes")
install_version("RGCCA", "3.0.3")



Attach the package and use:
library("RGCCA")
Maintained by
Arthur Tenenhaus
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-10-29
Latest Update: 2023-12-11
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.
How to cite:
Arthur Tenenhaus (2012). RGCCA: Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data. R package version 3.0.3, https://cran.r-project.org/web/packages/RGCCA. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0 (2012-10-29 08:57), 2.0 (2013-07-24 18:50), 2.1.1 (2017-04-30 23:42), 2.1.2 (2017-05-11 08:06), 2.1 (2017-01-22 11:25), 3.0.0 (2023-04-27 11:32), 3.0.1 (2023-05-08 10:10), 3.0.2 (2023-10-09 17:40)
Other packages that cited RGCCA R package
View RGCCA citation profile
Other R packages that RGCCA depends, imports, suggests or enhances
Complete documentation for RGCCA
Functions, R codes and Examples using the RGCCA R package
Some associated functions: BinarySearch . Russett . cov2 . defl.select . miscrossprod . rgcca . rgccak . scale2 . sgcca . sgccak . soft . soft.threshold . tau.estimate . 
Some associated R codes: BinarySearch.R . cov2.R . defl.select.R . deflation.R . initsvd.R . miscrossprod.R . norm2.R . rgcca.R . rgccak.R . scale2.R . sgcca.R . sgccak.R . soft.R . soft.threshold.R . tau.estimate.R .  Full RGCCA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA