pcaPP: Robust PCA by Projection Pursuit
Version 1.9-61

Provides functions for robust PCA by projection pursuit.

Browse man pages Browse package API and functions Browse package files

AuthorPeter Filzmoser, Heinrich Fritz, Klaudius Kalcher
Date of publication2016-10-11 01:45:06
MaintainerValentin Todorov <valentin.todorov@chello.at>
LicenseGPL (>= 3)
Version1.9-61
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("pcaPP")

Man pages

cor.fk: Fast estimation of Kendall's tau rank correlation coefficient
covPC: Covariance Matrix Estimation from princomp Object
covPCA: Robust Covariance Matrix Estimation
data.Zou: Test Data Generation for Sparse PCA examples
l1median: Multivariate L1 Median
l1median_NLM: Multivariate L1 Median
objplot: Objective Function Plot for Sparse PCs
opt.TPO: Model Selection for Sparse (Robust) Principal Components
PCAgrid: (Sparse) Robust Principal Components using the Grid search...
PCAproj: Robust Principal Components using the algorithm of Croux and...
PCdiagplot: Diagnostic plot for principal components
plotcov: Compare two Covariance Matrices in Plots
plot.opt.TPO: Tradeoff Curves for Sparse PCs
Qn: scale estimation using the robust Qn estimator
ScaleAdv: centers and rescales data

Functions

BIC.RSS Source code
Calc.RSS.a Source code
Calc.RSS.e Source code
Calc.df_k Source code
Check_DimRed Source code
Check_pc.ini Source code
Conv2Matrix Source code
DataPostProc Source code
FScalc Source code
FScompL Source code
FSgetK.check Source code
FSgetLambda Source code
FSgetLambdaC Source code
FSgetLambdaFS Source code
FSisFullSparse Source code
FSiter Source code
FSpossible Source code
FStest Source code
GFSL.calc.sPCA Source code
GFSL.find.max Source code
GFSL.find.range Source code
GFSL.is.same Source code
GFSL.is.sparse Source code
GetFunctionName Source code
Null Source code
PCAgrid Man page Source code
PCAgrid..DataPreProc Source code
PCAgrid..PostProc Source code
PCAproj Man page Source code
PCdiagplot Man page
ParseControlStructure Source code
ParseControlStructureC Source code
ParseDevString Source code
SPCAgrid.opt Source code
ScaleAdv Man page Source code
TPO Source code
applyPFunc Source code
assureRange Source code
centr Source code
colMedians Source code
colSds Source code
cor.fk Man page Source code
cor.fk.2d Source code
covPC Man page Source code
covPCAgrid Man page Source code
covPCAproj Man page Source code
cut.pc Source code
data.Zou Man page Source code
dent Source code
doEllipses Source code
eval.fx Source code
eval.fy Source code
flexapply Source code
flush.cat Source code
format.PCidx Source code
getFullSparseLambda.all Source code
getFullSparseLambda.indiv Source code
getScaleFunction Source code
getScaleMethod Source code
getScaleName Source code
getVtext Source code
get_par Source code
gridplane.new Source code
gridplane.shrk Source code
l0sparse Source code
l1median Man page Source code
l1median_BFGS Man page Source code
l1median_CG Man page Source code
l1median_HoCr Man page Source code
l1median_NLM Man page Source code
l1median_NLM_Hess Source code
l1median_NM Man page
l1median_SA Man page
l1median_VaZh Man page Source code
l1sparse Source code
lambda Source code
loadSgnU Source code
mymean Source code
nBIC.CC Source code
nBIC.Guo Source code
norm Source code
nverse Source code
obj Source code
objplot Man page Source code Source code
opt.BIC Man page Source code
opt.TPO Man page Source code
opt.summary Source code
orderPCs Source code
pl0sparse Source code
pl1sparse Source code
plot.opt Source code
plot.opt.BIC Man page Source code
plot.opt.TPO Man page Source code
plot.sPCAgrid.opt.ind Source code
plot.sPCAgrid.opt.tot Source code
plotcomp Source code
plotcov Man page Source code
plotsingle Source code
qn Man page Source code
sPCAgrid Man page Source code
sPCAgrid..DataPreProc Source code
sPCAgrid..GetLambda.ini Source code
sPCAgrid..PostProc Source code
sPCAgrid.R Source code
sPCAgrid.ini Source code
sPCAgrid.ml Source code
sPCAgrid.opt.eval Source code
sPCAgrid.opt.ind Source code
sPCAgrid.opt.tot Source code
scale Source code
sumVar Source code
sumVarDiff Source code
sumVarDiffP Source code
sumVarP Source code
sumsq Source code
title.trdoffC Source code
trdoff.sPCAgrid.ind Source code
validScaleMethods Source code
vn Source code

Files

inst
inst/doc
inst/doc/matlab.R
inst/doc/matlab.rnw
inst/doc/matlab.pdf
src
src/PCAgrid.h
src/pcaPP.cpp
src/outSDo.h
src/R_meal.cpp
src/Makevars
src/defint64.h
src/smat.stat.h
src/ML_passrng.h
src/smat.def.h
src/smat.cpp
src/smat.elop.h
src/qnn.cpp
src/smat_meal_passrng_hpp.h
src/smat.math.h
src/cov.kendall.h
src/smat.h
src/outSDo.cpp
src/ML_passrng.cpp
src/smat.mem.h
src/pcaPP.h
src/L1Median_VardiZhang.cpp
src/R_meal_BLAS.cpp
src/smat.random.h
src/hess.cpp
src/R.Inc.h
src/perftimer.h
src/smat.meal.h
src/ML_package.h
src/ML_package.cpp
src/L1Median.h
src/R_package.cpp
src/L1Median_HoCr.cpp
src/cov.kendall.cpp
src/PCAproj.h
src/PCAgrid.cpp
src/ML_meal.cpp
src/smat.base.h
src/PCAproj.cpp
src/qnn.h
src/l1median.cpp
src/ML_meal.h
src/smat.matop.h
src/R_package.h
src/smat.sort.h
src/R_meal.h
src/smat_meal_passrng.h
src/smat.misc.h
NAMESPACE
R
R/l1median.R
R/cor.fk.R
R/pcaPP-internal.R
R/plotcov.R
R/PCdiagplot.R
R/covPC.R
R/vignette.matlab.R
R/PCAproj.R
R/data.Zou.R
R/opt.TPO.R
R/ScaleAdv.R
R/qn.R
R/PCAgrid.R
R/sPCAgrid.obj.R
R/plot.opt.TPO.R
R/sPCAgrid_R.R
vignettes
vignettes/matlab.rnw
vignettes/load.package.name.R
vignettes/matlab.example.txt
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/covPC.Rd
man/PCAgrid.Rd
man/Qn.Rd
man/plotcov.Rd
man/l1median.Rd
man/ScaleAdv.Rd
man/opt.TPO.Rd
man/data.Zou.Rd
man/PCAproj.Rd
man/PCdiagplot.Rd
man/covPCA.Rd
man/objplot.Rd
man/plot.opt.TPO.Rd
man/l1median_NLM.Rd
man/cor.fk.Rd
pcaPP documentation built on May 19, 2017, 7:37 p.m.