rrcovNA: Scalable Robust Estimators with High Breakdown Point for Incomplete Data
Version 0.4-9

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point for Incomplete Data.

AuthorValentin Todorov <valentin.todorov@chello.at>
Date of publication2016-09-05 08:26:55
MaintainerValentin Todorov <valentin.todorov@chello.at>
LicenseGPL (>= 2)
Version0.4-9
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rrcovNA")

Popular man pages

bush10: Campbell Bushfire Data with added missing data items (10...
ces: Consumer Expenditure Survey Data
CovNAOgk: Robust Location and Scatter Estimation - Ortogonalized...
CovNAOgk-class: OGK Estimates of Multivariate Location and Scatter for...
CovNASest: S Estimates of Multivariate Location and Scatter for...
PcaNA: Classical or robust Principal Components for incomplete data
SummaryCovNA-class: Class "SummaryCovNA" - summary of "CovNA" objects
See all...

All man pages Function index File listing

Man pages

bush10: Campbell Bushfire Data with added missing data items (10...
ces: Consumer Expenditure Survey Data
CovNA-class: Class "CovNA" - a base class for estimates of multivariate...
CovNAClassic: Classical Estimates of Multivariate Location and Scatter for...
CovNAClassic-class: Class "CovNAClassic" - classical estimates of multivariate...
CovNAMcd: Robust Location and Scatter Estimation via MCD for incomplete...
CovNAMcd-class: MCD Estimates of Multivariate Location and Scatter for...
CovNAOgk: Robust Location and Scatter Estimation - Ortogonalized...
CovNAOgk-class: OGK Estimates of Multivariate Location and Scatter for...
CovNARobust: Robust Location and Scatter Estimation for incomplete data
CovNARobust-class: Class "CovNARobust" - virtual base class for robust estimates...
CovNASde: Stahel-Donoho Estimates of Multivariate Location and Scatter...
CovNASde-class: Stahel-Donoho Estimates of Multivariate Location and Scatter...
CovNASest: S Estimates of Multivariate Location and Scatter for...
CovNASest-class: S Estimates of Multivariate Location and Scatter for...
impnorm: Impute missing multivariate normal data
impseq: Sequential imputation of missing values
impseqrob: Robust sequential imputation of missing values
PcaNA: Classical or robust Principal Components for incomplete data
PcaNA-class: Class "PcaNA" Principal Components for incomplete data
SummaryCovNA-class: Class "SummaryCovNA" - summary of "CovNA" objects
SummaryCovNARobust-class: Class "SummaryCovNARobust" - summary of "CovNARobust" objects

Functions

CovNA Man page Source code
CovNA-class Man page
CovNAClassic Man page Source code
CovNAClassic-class Man page
CovNAMcd Man page Source code
CovNAMcd-class Man page
CovNAOgk Man page Source code
CovNAOgk-class Man page
CovNARobust Man page Source code
CovNARobust-class Man page
CovNASde Man page Source code
CovNASde-class Man page
CovNASest Man page Source code
CovNASest-class Man page
PcaNA Man page Source code
PcaNA-class Man page
PcaNA.default Man page Source code
PcaNA.formula Man page Source code
PcaRobust Source code
SummaryCovNA-class Man page
SummaryCovNARobust-class Man page
bush10 Man page
ces Man page
check_vars_numeric Source code
cov.na Source code
cov.na.imp Source code
cov.na.rew Source code
cov.na.wt Source code
covNAMcd Source code
covSD Source code
dflag Source code
extradir Source code
fastmcdNA Source code
fastmcdNAx Source code
getCov Source code
getDistance,CovNA-method Man page
getFlag,CovNA-method Man page
getQuan,PcaNA-method Man page
impNorm Man page Source code
impSeq Man page Source code
impSeqRob Man page Source code
labelNA Source code
mah.na Source code
mputation Source code
myddplotNA Source code
mydistplotNA Source code
mymad Source code
mymedian Source code
nimiss Source code
onAttach Source code
outlSD Source code
plot,CovNAClassic,missing-method Man page
plot,CovNARobust,missing-method Man page
qqplotNA Source code
rrpairsNA Source code
scaleNA Source code
scaleNABack Source code
show,SummaryCovNA-method Man page
show,SummaryCovNARobust-method Man page
summary,CovNA-method Man page
summary,CovNARobust-method Man page
tolellipseNA Source code
update_invcov Source code
wh Source code
xmiss Source code
xydistplotNA Source code
xyqqchi2NA Source code

Files

tests
tests/tseqimp.Rout.save
tests/tseqimp.R
src
src/fmcd.f
src/R-rng4ftn.c
src/emncov.f
NAMESPACE
data
data/ces.rda
data/bush10.rda
R
R/AllClasses.R
R/covNAMcd3.R
R/CovNARobust.R
R/CovNA.R
R/CovNAOgk.R
R/CovNAMcd.R
R/na-utils.R
R/PcaNA.R
R/CovNAClassic.R
R/impSeq.R
R/impNorm.R
R/CovNASde.R
R/imputation.R
R/CovNASest.R
R/zzz.R
R/impSeqRob.R
MD5
DESCRIPTION
ChangeLog
man
man/PcaNA.Rd
man/CovNASde-class.Rd
man/CovNAClassic-class.Rd
man/CovNARobust.Rd
man/impnorm.Rd
man/CovNASest.Rd
man/impseqrob.Rd
man/PcaNA-class.Rd
man/CovNARobust-class.Rd
man/CovNA-class.Rd
man/impseq.Rd
man/ces.Rd
man/bush10.Rd
man/CovNAClassic.Rd
man/CovNAOgk-class.Rd
man/SummaryCovNA-class.Rd
man/CovNAMcd-class.Rd
man/CovNASde.Rd
man/CovNASest-class.Rd
man/SummaryCovNARobust-class.Rd
man/CovNAMcd.Rd
man/CovNAOgk.Rd
rrcovNA documentation built on May 19, 2017, 4:20 p.m.

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