Other packages > Find by keyword >

RaJIVE  

Robust Angle Based Joint and Individual Variation Explained
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RaJIVE", "1.0")



Attach the package and use:
library("RaJIVE")
Maintained by
Erica Ponzi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-04
Latest Update: 2021-02-04
Description:
A robust alternative to the aJIVE (angle based Joint and Individual Variation Explained) method (Feng et al 2018: ) for the estimation of joint and individual components in the presence of outliers in multi-source data. It decomposes the multi-source data into joint, individual and residual (noise) contributions. The decomposition is robust to outliers and noise in the data. The method is illustrated in Ponzi et al (2021) .
How to cite:
Erica Ponzi (2021). RaJIVE: Robust Angle Based Joint and Individual Variation Explained. R package version 1.0, https://cran.r-project.org/web/packages/RaJIVE. Accessed 10 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited RaJIVE R package
View RaJIVE citation profile
Other R packages that RaJIVE depends, imports, suggests or enhances
Complete documentation for RaJIVE
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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