pcaL1: Three L1-Norm PCA Methods

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Three implementations of principal component analysis methods using the L1 norm. The package depends on COIN-OR Clp version >= 1.12.0. The methods implemented are PCA-L1 (Kwak 2008), L1-PCA (Ke and Kanade 2003, 2005), and L1-PCA* (Brooks, Dula, and Boone 2013).

Author
Sapan Jot <sapan.madaan@gmail.com> and Paul Brooks <jpbrooks@vcu.edu>
Date of publication
2016-04-12 12:28:28
Maintainer
Paul Brooks <jpbrooks@vcu.edu>
License
GPL (>= 2)
Version
1.3-1
URLs

View on CRAN

Man pages

l1pca
L1-PCA
l1pcastar
L1-PCA*
pcal1
PCA-L1
pcaL1-package
pcaL1: Three L1-Norm PCA Methods
plot.l1pca
Plot an L1pca Object
plot.l1pcastar
Plot an L1pcastar Object
plot.pcal1
Plot a Pcal1 Object

Files in this package

pcaL1
pcaL1/inst
pcaL1/inst/CITATION
pcaL1/configure.ac
pcaL1/src
pcaL1/src/pcal1.c
pcaL1/src/l1pca.c
pcaL1/src/l1pcastar.c
pcaL1/src/l1pca_R.c
pcaL1/src/pcal1_R.c
pcaL1/src/Makevars.in
pcaL1/src/l1pcastar_R.c
pcaL1/src/Makevars.win
pcaL1/src/type.h
pcaL1/NAMESPACE
pcaL1/INSTALL
pcaL1/NEWS
pcaL1/R
pcaL1/R/l1pca.R
pcaL1/R/plot.l1pca.R
pcaL1/R/l1pcastar.R
pcaL1/R/pcal1.R
pcaL1/R/plot.l1pcastar.R
pcaL1/R/plot.pcal1.R
pcaL1/MD5
pcaL1/README
pcaL1/DESCRIPTION
pcaL1/configure
pcaL1/ChangeLog
pcaL1/man
pcaL1/man/l1pca.Rd
pcaL1/man/plot.l1pca.Rd
pcaL1/man/plot.pcal1.Rd
pcaL1/man/plot.l1pcastar.Rd
pcaL1/man/pcal1.Rd
pcaL1/man/l1pcastar.Rd
pcaL1/man/pcaL1-package.Rd