CRAN/E | ICtest

ICtest

Estimating and Testing the Number of Interesting Components in Linear Dimension Reduction

Installation

About

For different linear dimension reduction methods like principal components analysis (PCA), independent components analysis (ICA) and supervised linear dimension reduction tests and estimates for the number of interesting components (ICs) are provided.

Key Metrics

Version 0.3-5
Published 2022-05-18 884 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks ICtest results

Downloads

Yesterday 19 0%
Last 7 days 68 +17%
Last 30 days 320 -19%
Last 90 days 1.036 -4%
Last 365 days 4.267 -8%

Maintainer

Maintainer

Klaus Nordhausen

Authors

Klaus Nordhausen

aut / cre

Hannu Oja

aut

David E. Tyler

aut

Joni Virta

aut

Material

ChangeLog
Reference manual
Package source

Vignettes

ICA
PCA
SIR

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ICtest archive

Depends

JADE
ICS ≥ 1.3-0
ggplot2

Imports

stats
graphics
Rcpp ≥ 0.12.3
ICSNP
survey
GGally
png
zoo
xts
RcppRoll
mvtnorm

Suggests

knitr
rmarkdown
fICA

LinkingTo

Rcpp
RcppArmadillo

Reverse Depends

ssaBSS
tsBSS

Reverse Imports

singR
tensorBSS