pcaL1: L1-Norm PCA Methods
Version 1.5.1

Implementations of several 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) , L1-PCA (Ke and Kanade 2003, 2005) , L1-PCA* (Brooks, Dula, and Boone 2013) , L1-PCAhp (Visentin, Prestwich and Armagan 2016) , wPCA (Park and Klabjan 2016), awPCA (Park and Klabjan 2016), PCA-Lp (Kwak 2014) , and SharpEl1-PCA (Brooks and Dula, submitted).

Package details

AuthorSapan Jot <sapan.madaan@gmail.com>, Paul Brooks <jpbrooks@vcu.edu>, Andrea Visentin <andrea.visentin@insight-centre.org>, Young Woong Park <ywpark@mail.smu.edu>, and Yi-Hui Zhou <yihui_zhou@ncsu.edu>
Date of publication2017-04-10 19:28:26 UTC
MaintainerPaul Brooks <jpbrooks@vcu.edu>
LicenseGPL (>= 3)
URL http://www.optimization-online.org/DB_HTML/2012/04/3436.html http://www.coin-or.org
Package repositoryView on CRAN
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pcaL1 documentation built on May 30, 2017, 4:25 a.m.