pcaPP: Robust PCA by Projection Pursuit

Provides functions for robust PCA by projection pursuit. The methods are described in Croux et al. (2006) <doi:10.2139/ssrn.968376>, Croux et al. (2013) <doi:10.1080/00401706.2012.727746>, Todorov and Filzmoser (2013) <doi:10.1007/978-3-642-33042-1_31>.

Version: 2.0-1
Imports: mvtnorm, methods
Suggests: robustbase
Published: 2022-04-26
Author: Peter Filzmoser, Heinrich Fritz, Klaudius Kalcher
Maintainer: Valentin Todorov <valentin.todorov at chello.at>
License: GPL (≥ 3)
NeedsCompilation: yes
Materials: ChangeLog
In views: ChemPhys, Psychometrics, Robust
CRAN checks: pcaPP results

Documentation:

Reference manual: pcaPP.pdf
Vignettes: Compiling pcaPP for Matlab

Downloads:

Package source: pcaPP_2.0-1.tar.gz
Windows binaries: r-devel: pcaPP_2.0-1.zip, r-release: pcaPP_2.0-1.zip, r-oldrel: pcaPP_2.0-1.zip
macOS binaries: r-release (arm64): pcaPP_2.0-1.tgz, r-oldrel (arm64): pcaPP_2.0-1.tgz, r-release (x86_64): pcaPP_2.0-1.tgz, r-oldrel (x86_64): pcaPP_2.0-1.tgz
Old sources: pcaPP archive

Reverse dependencies:

Reverse depends: ccaPP, DetMCD, diffee, gfboost, jeek, JointNets, rainbow, simule, sscor
Reverse imports: AlpsNMR, chemometrics, copula, crmReg, debCAM, DetR, ftsa, GEInter, Maaslin2, MAINT.Data, mixedCCA, nvmix, oddstream, OutlierDM, PAsso, rmgarch, robflreg, rospca, rpls, rrcov, rrcovHD, stray
Reverse suggests: ChemoSpec, cord, dimRed, fractaldim, ProjectionBasedClustering, zenplots

Linking:

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