rda: Shrunken Centroids Regularized Discriminant Analysis

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Shrunken Centroids Regularized Discriminant Analysis for the classification purpose in high dimensional data.

Author
Yaqian Guo <yaqiang@stat.stanford.edu> Trevor Hastie <hastie@stat.stanford.edu> Robert Tibshirani <tibs@stanford.edu>
Date of publication
2012-07-02 10:03:47
Maintainer
Rob Tibshirani <tibs@stanford.edu>
License
GPL (>= 2)
Version
1.0.2-2
URLs

View on CRAN

Man pages

brain
Brain Cancer Microarray Data
brain.x
Brain Cancer Microarray Expression Data
brain.y
Brain Cancer Microarray Data Class Labels
colon
Colon Cancer Microarray Data
colon.x
Colon Cancer Microarray Expression Data
colon.y
Colon Cancer Microarray Data Class Labels
rda
Main RDA Function
rda.cv
RDA Cross Validation Function
rda.genelist
RDA Shrunken Gene List Function
rda.plotcv
A function that plots the result from rda.cv
rda.predict
RDA Prediction Function

Files in this package

rda
rda/data
rda/data/brain.rda
rda/data/colon.rda
rda/data/datalist
rda/DESCRIPTION
rda/INDEX
rda/man
rda/man/brain.Rd
rda/man/brain.x.Rd
rda/man/brain.y.Rd
rda/man/colon.Rd
rda/man/colon.x.Rd
rda/man/colon.y.Rd
rda/man/rda.cv.Rd
rda/man/rda.genelist.Rd
rda/man/rda.plotcv.Rd
rda/man/rda.predict.Rd
rda/man/rda.Rd
rda/NAMESPACE
rda/R
rda/R/balanced.folds.R
rda/R/Drda1.R
rda/R/permute.rows.R
rda/R/print.rda.R
rda/R/print.rdacv.R
rda/R/rda.cv.R
rda/R/rda.genelist.R
rda/R/rda.plotcv.R
rda/R/rda.plotmat.R
rda/R/rda.predict.R
rda/R/rda.R
rda/R/rda1.R
rda/R/softmax.R
rda/MD5