penalizedLDA (version 1.1)

Penalized Classification using Fisher's Linear Discriminant

Description

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".

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Version

Install

install.packages('penalizedLDA')

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Version

1.1

License

GPL (>= 2)

Maintainer

Daniela Witten

Last Published

July 10th, 2015

Functions in penalizedLDA (1.1)

predict.penlda

Make PenalizedLDA predictions on a new data set.

penalizedLDA-package

Penalized linear discriminant analysis using lasso and fused lasso penalties.

PenalizedLDA

Perform penalized linear discriminant analysis using L1 or fused lasso penalties.

print.penlda

Print PenalizedLDA output.

PenalizedLDA.cv

Perform cross-validation for penalized linear discriminant analysis.

plot.penlda

Plot PenalizedLDA outputs.

plot.penldacv

Plot penalized LDA CV results.

print.penldacv

Print PenalizedLDA CV results.