penalizedLDA: Penalized Classification using Fisher's Linear Discriminant

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Implements the penalized LDA proposal of "Witten and Tibshirani (2011), Penalized classification using Fisher's linear discriminant, to appear in Journal of the Royal Statistical Society, Series B".

Author
Daniela Witten
Date of publication
2015-07-11 01:39:15
Maintainer
Daniela Witten <dwitten@u.washington.edu>
License
GPL (>= 2)
Version
1.1

View on CRAN

Man pages

PenalizedLDA
Perform penalized linear discriminant analysis using L1 or...
PenalizedLDA.cv
Perform cross-validation for penalized linear discriminant...
penalizedLDA-package
Penalized linear discriminant analysis using lasso and fused...
plot.penlda
Plot PenalizedLDA outputs.
plot.penldacv
Plot penalized LDA CV results.
predict.penlda
Make PenalizedLDA predictions on a new data set.
print.penlda
Print PenalizedLDA output.
print.penldacv
Print PenalizedLDA CV results.

Files in this package

penalizedLDA
penalizedLDA/NAMESPACE
penalizedLDA/R
penalizedLDA/R/PenalizedLDA.cv.R
penalizedLDA/R/LDAFunctions.R
penalizedLDA/R/PenalizedLDA.R
penalizedLDA/MD5
penalizedLDA/DESCRIPTION
penalizedLDA/man
penalizedLDA/man/penalizedLDA-package.Rd
penalizedLDA/man/PenalizedLDA.Rd
penalizedLDA/man/plot.penldacv.Rd
penalizedLDA/man/plot.penlda.Rd
penalizedLDA/man/print.penlda.Rd
penalizedLDA/man/PenalizedLDA.cv.Rd
penalizedLDA/man/print.penldacv.Rd
penalizedLDA/man/predict.penlda.Rd