PCDimension: Finding the Number of Significant Principal Components
Version 1.1.3

The PCDimension package implements two methods for determining the number of significant principal components.

Browse man pages Browse package API and functions Browse package files

AuthorKevin R. Coombes, Min Wang
Bioconductor views Clustering
Date of publication2016-05-11 12:53:55
MaintainerKevin R. Coombes <krc@silicovore.com>
LicenseApache License (== 2.0)
Version1.1.3
URL http://oompa.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("PCDimension", repos="http://R-Forge.R-project.org")

Man pages

agfun: Divide Steps into "Long" and "Short" to Compute Auer-Gervini...
AuerGervini-class: Estimating Number of Principal Components Using the...
brokenStick: The Broken Stick Method
compare: Compare Methods to Divide Steps into "Long" and "Short"
rndLambdaF: Principal Component Statistics Based on Randomization
spca-data: Sample PCA Dataset

Functions

AuerGervini Man page Source code
AuerGervini-class Man page
agDimCPM Source code
agDimCPT Man page Source code
agDimFunction Man page
agDimKmeans Man page Source code
agDimKmeans3 Man page Source code
agDimSpectral Man page Source code
agDimTtest Man page Source code
agDimTtest2 Man page Source code
agDimTwiceMean Man page Source code
agDimension Man page Source code
brokenStick Man page Source code
bsDimension Man page Source code
compareAgDimMethods Man page Source code
dhat Source code
estimateTop Source code
fhat Source code
makeAgCpmFun Man page Source code
matPermutate Source code
plot,AuerGervini,missing-method Man page
rndLambdaF Man page Source code
spca Man page
spca-data Man page
summary,AuerGervini-method Man page
thetaLower Source code
thetaUpper Source code

Files

DESCRIPTION
NAMESPACE
NEWS
R
R/00-Auer-Gervini.R
TODO
data
data/spca.rda
man
man/AuerGervini-class.Rd
man/agfun.Rd
man/brokenStick.Rd
man/compare.Rd
man/rndLambdaF.Rd
man/spca-data.Rd
tests
tests/00-auer.R
tests/00-auer.Rout.save
PCDimension documentation built on May 21, 2017, 3:16 a.m.