CRAN/E | robustbase

robustbase

Basic Robust Statistics

Installation

About

"Essential" Robust Statistics. Tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book "Robust Statistics, Theory and Methods" by 'Maronna, Martin and Yohai'; Wiley 2006.

Citation robustbase citation info
robustbase.R-forge.R-project.org/
R-forge.R-project.org/R/?group_id=59
R-forge.R-project.org/scm/viewvc.php/pkg/robustbase/?root=robustbase
Bug report File report

Key Metrics

Version 0.99-2
R ≥ 3.5.0
Published 2024-01-27 84 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks robustbase results

Downloads

Yesterday 3.440
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Last 30 days 75.807 -19%
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Last 365 days 973.184 +2%

Maintainer

Maintainer

Martin Maechler

maechler@stat.math.ethz.ch

Authors

Martin Maechler

aut / cre

Peter Rousseeuw

ctb

(Qn and Sn)

Christophe Croux

ctb

(Qn and Sn)

Valentin Todorov

aut

(most robust Cov)

Andreas Ruckstuhl

aut

(nlrob, anova, glmrob)

Matias Salibian-Barrera

aut

(lmrob orig.)

Tobias Verbeke

ctb / fnd

(mc, adjbox)

Manuel Koller

aut

(mc, lmrob, psi-func.)

Eduardo L. T. Conceicao

aut

(MM-, tau-, CM-, and MTL- nlrob)

Maria Anna di Palma

ctb

(initial version of Comedian)

Material

NEWS
ChangeLog
Reference manual
Package source

In Views

Robust

Vignettes

covMcd() – Generalizing the FastMCD
Simulations for Robust Regression Inference in Small Samples
Definitions of Psi-Functions Available in Robustbase

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

robustbase archive

Depends

R ≥ 3.5.0

Imports

stats
graphics
utils
methods
DEoptimR

Suggests

grid
MASS
lattice
boot
cluster
Matrix
robust
fit.models
MPV
xtable
ggplot2
GGally
RColorBrewer
reshape2
sfsmisc
catdata
doParallel
foreach
skewt

Enhances

robustX
rrcov
matrixStats
quantreg
Hmisc

Reverse Depends

biwt
BMA
ccaPP
cvTools
ddalpha
DetMCD
dmm
GWmodel
MALDIrppa
MBmca
perryExamples
poissonMT
qpcR
robfilter
robflreg
robmed
RobPer
RobustAFT
robustHD
robustsur
rofanova
rrcov
rrcovHD
rrcovNA
sscor
tsqn
univOutl

Reverse Imports

bandle
BIGL
bigleaf
bigutilsr
bulletr
cauphy
cellity
cellWise
CerioliOutlierDetection
chemometrics
chipPCR
classmap
complmrob
compositions
crmReg
cvTools
dataMaid
dataquieR
dataReporter
DCATS
DeCAFS
DepecheR
DetR
dfphase1
dmbc
enetLTS
envoutliers
epimutacions
epmrob
ergm
facmodCS
facmodTS
fAssets
fMRIscrub
fpc
fPortfolio
geoTS
Gmedian
GNSSseg
groc
GSE
highfrequency
hpiR
invacost
IRon
JWileymisc
KRMM
L2E
lessR
lolR
Load all 119 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

andrews
anomaly
broom
ChemoSpec
ChemoSpec2D
ChemoSpecUtils
clarify
ClassifyR
DepthProc
fMRItools
FRESA.CAD
fsdaR
ggeffects
ICS
insight
ltsspca
marginaleffects
mrfDepth
multcomp
pagoda2
pcaPP
PerformanceAnalytics
perry
PortfolioAnalytics
robcor
robmixglm
rsae
scater
simsalapar
timeSeries
wbacon

Reverse Enhances

DEoptimR
sfsmisc
stargazer

Reverse LinkingTo

robustlmm