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rda  

Shrunken Centroids Regularized Discriminant Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rda", "1.2-1")



Attach the package and use:
library("rda")
Maintained by
Valentin Todorov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-02-14
Latest Update: 2023-02-02
Description:
Provides functions implementing the shrunken centroids regularized discriminant analysis for classification purpose in high dimensional data. The method is described in Guo at al. (2013) .
How to cite:
Valentin Todorov (2006). rda: Shrunken Centroids Regularized Discriminant Analysis. R package version 1.2-1, https://cran.r-project.org/web/packages/rda. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0.1 (2009-03-01 12:50), 1.0.2-1 (2012-06-30 18:57), 1.0.2-2.1 (2020-01-01 16:58), 1.0.2-2 (2012-07-02 10:03), 1.0.2 (2009-04-29 20:08), 1.0 (2006-02-14 10:42)
Other packages that cited rda R package
View rda citation profile
Other R packages that rda depends, imports, suggests or enhances
Complete documentation for rda
Functions, R codes and Examples using the rda R package
Some associated functions: brain . brain.x . brain.y . colon . colon.x . colon.y . rda.cv . rda.genelist . rda . rda.plotcv . rda.predict . 
Some associated R codes: Drda1.R . balanced.folds.R . permute.rows.R . print.rda.R . print.rdacv.R . rda.R . rda.cv.R . rda.genelist.R . rda.plotcv.R . rda.plotmat.R . rda.predict.R . rda1.R . softmax.R .  Full rda package functions and examples
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