CRAN/E | rospca

rospca

Robust Sparse PCA using the ROSPCA Algorithm

Installation

About

Implementation of robust sparse PCA using the ROSPCA algorithm of Hubert et al. (2016) doi:10.1080/00401706.2015.1093962.

github.com/TReynkens/rospca
Bug report File report

Key Metrics

Version 1.1.0
R ≥ 2.14.0
Published 2024-03-31 28 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks rospca results

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Last 30 days 703 +96%
Last 90 days 1.352 -70%
Last 365 days 7.910 +94%

Maintainer

Maintainer

Tom Reynkens

tomreynkens@hotmail.com

Authors

Tom Reynkens

aut / cre

Valentin Todorov

ctb

(Original R code for PcaHubert and diagnostic plot in rrcov package)

Mia Hubert

ctb

Eric Schmitt

ctb

Tim Verdonck

ctb

Material

NEWS
Reference manual
Package source

In Views

Robust

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rospca archive

Depends

R ≥ 2.14.0

Imports

stats
graphics
parallel
mrfDepth ≥ 1.0.5
robustbase ≥0.92-6
pcaPP
rrcov
elasticnet
mvtnorm
pracma

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