Package: rrcovNA 0.5-3

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

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point for Incomplete Data (missing values) (Todorov et al. (2010) <doi:10.1007/s11634-010-0075-2>).

Authors:Valentin Todorov [aut, cre]

rrcovNA_0.5-3.tar.gz
rrcovNA_0.5-3.zip(r-4.7)rrcovNA_0.5-3.zip(r-4.6)rrcovNA_0.5-3.zip(r-4.5)
rrcovNA_0.5-3.tgz(r-4.6-x86_64)rrcovNA_0.5-3.tgz(r-4.6-arm64)rrcovNA_0.5-3.tgz(r-4.5-x86_64)rrcovNA_0.5-3.tgz(r-4.5-arm64)
rrcovNA_0.5-3.tar.gz(r-4.7-arm64)rrcovNA_0.5-3.tar.gz(r-4.7-x86_64)rrcovNA_0.5-3.tar.gz(r-4.6-arm64)rrcovNA_0.5-3.tar.gz(r-4.6-x86_64)
rrcovNA_0.5-3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rrcovNA/json (API)

# Install 'rrcovNA' in R:
install.packages('rrcovNA', repos = c('https://valentint.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/valentint/rrcovna/issues

Datasets:
  • bush10 - Campbell Bushfire Data with added missing data items
  • ces - Consumer Expenditure Survey Data

On CRAN:

Conda:

3.77 score 1 stars 119 scripts 738 downloads 10 exports 8 dependencies

Last updated from:5821db78e3. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK122
linux-devel-x86_64OK132
source / vignettesOK153
linux-release-arm64OK125
linux-release-x86_64OK144
macos-release-arm64OK92
macos-release-x86_64OK240
macos-oldrel-arm64OK92
macos-oldrel-x86_64OK198
windows-develOK119
windows-releaseOK162
windows-oldrelOK95
wasm-releaseOK104

Exports:CovNAClassicCovNAMcdCovNAOgkCovNARobustCovNASdeCovNASestimpNormimpSeqimpSeqRobPcaNA

Dependencies:clusterDEoptimRlatticemvtnormnormpcaPProbustbaserrcov

Readme and manuals

Help Manual

Help pageTopics
Campbell Bushfire Data with added missing data items (10 percent)bush10
Consumer Expenditure Survey Dataces
Class "CovNA" - a base class for estimates of multivariate location and scatter for incomplete dataCovNA-class getDistance,CovNA-method getFlag,CovNA-method summary,CovNA-method
Classical Estimates of Multivariate Location and Scatter for incomplete data (EM Algorithm)CovNA CovNAClassic
Class "CovNAClassic" - classical estimates of multivariate location and scatter for incomplete data (EM algorithm)CovNAClassic-class plot,CovNAClassic,missing-method
Robust Location and Scatter Estimation via MCD for incomplete dataCovNAMcd
MCD Estimates of Multivariate Location and Scatter for incomplete dataCovNAMcd-class
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK) for incomplete dataCovNAOgk
OGK Estimates of Multivariate Location and Scatter for incomplete dataCovNAOgk-class
Robust Location and Scatter Estimation for incomplete dataCovNARobust
Class "CovNARobust" - virtual base class for robust estimates of multivariate location and scatter for incomplete dataCovNARobust-class plot,CovNARobust,missing-method summary,CovNARobust-method
Stahel-Donoho Estimates of Multivariate Location and Scatter for incomplete dataCovNASde
Stahel-Donoho Estimates of Multivariate Location and Scatter for incomplete dataCovNASde-class
S Estimates of Multivariate Location and Scatter for incomplete dataCovNASest
S Estimates of Multivariate Location and Scatter for incomplete dataCovNASest-class
Impute missing multivariate normal dataimpNorm
Sequential imputation of missing valuesimpSeq
Robust sequential imputation of missing valuesimpSeqRob
Classical or robust Principal Components for incomplete dataPcaNA PcaNA.default PcaNA.formula
Class "PcaNA" Principal Components for incomplete datagetQuan,PcaNA-method PcaNA-class
Class "SummaryCovNA" - summary of "CovNA" objectsshow,SummaryCovNA-method SummaryCovNA-class
Class "SummaryCovNARobust" - summary of "CovNARobust" objectsshow,SummaryCovNARobust-method SummaryCovNARobust-class