rrcovNA: Scalable Robust Estimators with High Breakdown Point for Incomplete Data

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

Author
Valentin Todorov <valentin.todorov@chello.at>
Date of publication
2016-09-05 08:26:55
Maintainer
Valentin Todorov <valentin.todorov@chello.at>
License
GPL (>= 2)
Version
0.4-9

View on CRAN

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

Files in this package

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