Other packages > Find by keyword >

armada  

A Statistical Methodology to Select Covariates in High-Dimensional Data under Dependence
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("armada", "0.1.0")



Attach the package and use:
library("armada")
Maintained by
Aurelie Gueudin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-04
Latest Update:
Description:
Two steps variable selection procedure in a context of high-dimensional dependent data but few observations. First step is dedicated to eliminate dependence between variables (clustering of variables, followed by factor analysis inside each cluster). Second step is a variable selection using by aggregation of adapted methods. Bastien B., Chakir H., Gegout-Petit A., Muller-Gueudin A., Shi Y. A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles associated with outcome of a non-small-cell lung cancer treatment. 2018. .
How to cite:
Aurelie Gueudin (2019). armada: A Statistical Methodology to Select Covariates in High-Dimensional Data under Dependence. R package version 0.1.0, https://cran.r-project.org/web/packages/armada. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:18), 0.1.0 (2019-04-04 18:00)
Other packages that cited armada R package
View armada citation profile
Other R packages that armada depends, imports, suggests or enhances
Functions, R codes and Examples using the armada R package
Some associated functions: ARMADA.heatmap . ARMADA . ARMADA.select . ARMADA.summary . X_decor . clustering . covariables . toys.data.multi . toys.data . toys.data.reg . 
Some associated R codes: ARMADA.R . ARMADA.heatmap.R . ARMADA.select.R . ARMADA.summary.R . X_decor.R . clustering.R . covariables.R . toys.data.R . toys.data.multi.R . toys.data.reg.R .  Full armada package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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