pcaL1: L1-Norm PCA Methods

Implementations of six methods for principal component analysis using the L1 norm. The package depends on COIN-OR Clp version >= 1.12.0. The methods implemented are PCA-L1 (Kwak 2008) <DOI:10.1109/TPAMI.2008.114>, L1-PCA (Ke and Kanade 2003, 2005) <DOI:10.1109/CVPR.2005.309>, L1-PCA* (Brooks, Dula, and Boone 2013) <DOI:10.1016/j.csda.2012.11.007>, L1-PCAhp (Visentin, Prestwich and Armagan 2016) <DOI:10.1007/978-3-319-46227-1_37>, wPCA (Park and Klabjan 2016), and awPCA (Park and Klabjan 2016).

AuthorSapan Jot <sapan.madaan@gmail.com>, Paul Brooks <jpbrooks@vcu.edu>, Andrea Visentin <andrea.visentin@insight-centre.org>, and Young Woong Park <ywpark@mail.smu.edu>
Date of publication2016-12-20 15:43:06
MaintainerPaul Brooks <jpbrooks@vcu.edu>
LicenseGPL (>= 3)
Version1.4.1
http://www.optimization-online.org/DB_HTML/2012/04/3436.html, http://www.coin-or.org

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Files

pcaL1
pcaL1/inst
pcaL1/inst/CITATION
pcaL1/configure.ac
pcaL1/src
pcaL1/src/pcal1.c
pcaL1/src/l1pcahp.c
pcaL1/src/l1pca.c
pcaL1/src/l1pcahp_R.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/plot.l1pcahp.R pcaL1/R/l1pcastar.R pcaL1/R/l1pcahp.R pcaL1/R/awl1pca.R pcaL1/R/pcal1.R pcaL1/R/wl1pca.R pcaL1/R/plot.wl1pca.R pcaL1/R/plot.awl1pca.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/wl1pca.Rd pcaL1/man/l1pcahp.Rd pcaL1/man/plot.l1pca.Rd pcaL1/man/plot.pcal1.Rd pcaL1/man/L2PCA_approx.Rd pcaL1/man/plot.l1pcastar.Rd pcaL1/man/plot.awl1pca.Rd pcaL1/man/pcal1.Rd pcaL1/man/plot.l1pcahp.Rd pcaL1/man/l1pcastar.Rd pcaL1/man/awl1pca.Rd pcaL1/man/pcaL1-package.Rd pcaL1/man/plot.wl1pca.Rd
pcaL1/cleanup

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