penalizedLDA v1.1


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Penalized Classification using Fisher's Linear Discriminant

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".

Functions in penalizedLDA

Name Description
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. 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.
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Last month downloads


Type Package
Date 2015-07-09
License GPL (>= 2)
LazyLoad yes
NeedsCompilation no
Packaged 2015-07-10 18:49:13 UTC; dwitten
Repository CRAN
Date/Publication 2015-07-11 01:39:15

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