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 06 Aug. 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

TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
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  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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