pcaL1: L1-Norm PCA Methods
Version 1.5.2

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 <[email protected]>, Paul Brooks <[email protected]>, Andrea Visentin <[email protected]>, Young Woong Park <[email protected]>, and Yi-Hui Zhou <[email protected]>
Date of publication2017-07-20 22:59:46 UTC
MaintainerPaul Brooks <[email protected]>
LicenseGPL (>= 3)
Version1.5.2
URL http://www.optimization-online.org/DB_HTML/2012/04/3436.html http://www.coin-or.org
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pcaL1")

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pcaL1 documentation built on July 21, 2017, 1:02 a.m.