CRAN/E | rrcov

rrcov

Scalable Robust Estimators with High Breakdown Point

Installation

About

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), doi:10.1016/j.ins.2012.10.017), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) doi:10.1016/j.csda.2009.08.015), outlier detection (Todorov et al. (2010) doi:10.1007/s11634-010-0075-2). See also Todorov and Filzmoser (2009) , Todorov and Filzmoser (2010) doi:10.18637/jss.v032.i03 and Boudt et al. (2019) doi:10.1007/s11222-019-09869-x.

github.com/valentint/rrcov
Bug report File report

Key Metrics

Version 1.7-5
R ≥ 2.10
Published 2024-01-30 59 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks rrcov results

Downloads

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Maintainer

Maintainer

Valentin Todorov

valentin.todorov@chello.at

Authors

Valentin Todorov

aut / cre

Material

README
NEWS
ChangeLog
Reference manual
Package source

In Views

Robust

Vignettes

An Object-Oriented Framework for Robust Multivariate Analysis

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

rrcov archive

Depends

R ≥ 2.10
robustbase ≥ 0.92.1
methods

Imports

stats
stats4
mvtnorm
lattice
pcaPP

Suggests

grid
MASS

Reverse Depends

BMA
DepthProc
flowBeads
groc
riv
robustfa
rrcovHD
rrcovNA

Reverse Imports

bigdatadist
cellWise
crmReg
DEGraph
flowBeads
flowMeans
flowMerge
flowStats
geneticae
GSE
ICSClust
ICSShiny
MAINT.Data
MVTests
pmartR
RcmdrPlugin.PcaRobust
robCompositions
RobStatTM
robust
rospca
rrcov3way
SC3
statTarget
TCIU

Reverse Suggests

bigutilsr
CerioliOutlierDetection
DEGraph
flowml
fscaret
fsdaR
ltsspca
Statsomat

Reverse Enhances

robustbase