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

# Scalable Robust Estimators with High Breakdown Point for Incomplete Data

## Documentation for package ‘rrcovNA’ version 0.5-3

- DESCRIPTION file
- Package README

## Help Pages

bush10 | Campbell Bushfire Data with added missing data items (10 percent)
ces | Consumer Expenditure Survey Data
CovNA | Classical Estimates of Multivariate Location and Scatter for incomplete data (EM Algorithm)
CovNA-class | Class "CovNA" - a base class for estimates of multivariate location and scatter for incomplete data
CovNAClassic | Classical Estimates of Multivariate Location and Scatter for incomplete data (EM Algorithm)
CovNAClassic-class | Class "CovNAClassic" - classical estimates of multivariate location and scatter for incomplete data (EM algorithm)
CovNAMcd | Robust Location and Scatter Estimation via MCD for incomplete data
CovNAMcd-class | MCD Estimates of Multivariate Location and Scatter for incomplete data
CovNAOgk | Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK) for incomplete data
CovNAOgk-class | OGK Estimates of Multivariate Location and Scatter for incomplete data
CovNARobust | Robust Location and Scatter Estimation for incomplete data
CovNARobust-class | Class "CovNARobust" - virtual base class for robust estimates of multivariate location and scatter for incomplete data
CovNASde | Stahel-Donoho Estimates of Multivariate Location and Scatter for incomplete data
CovNASde-class | Stahel-Donoho Estimates of Multivariate Location and Scatter for incomplete data
CovNASest | S Estimates of Multivariate Location and Scatter for incomplete data
CovNASest-class | S Estimates of Multivariate Location and Scatter for incomplete data
getDistance-method | Class "CovNA" - a base class for estimates of multivariate location and scatter for incomplete data
getFlag-method | Class "CovNA" - a base class for estimates of multivariate location and scatter for incomplete data
getQuan-method | Class "PcaNA" Principal Components for incomplete data
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
PcaNA.default | Classical or robust Principal Components for incomplete data
PcaNA.formula | Classical or robust Principal Components for incomplete data
plot-method | Class "CovNAClassic" - classical estimates of multivariate location and scatter for incomplete data (EM algorithm)
plot-method | Class "CovNARobust" - virtual base class for robust estimates of multivariate location and scatter for incomplete data
show-method | Class "SummaryCovNA" - summary of "CovNA" objects
show-method | Class "SummaryCovNARobust" - summary of "CovNARobust" objects
summary-method | Class "CovNA" - a base class for estimates of multivariate location and scatter for incomplete data
summary-method | Class "CovNARobust" - virtual base class for robust estimates of multivariate location and scatter for incomplete data
SummaryCovNA-class | Class "SummaryCovNA" - summary of "CovNA" objects
SummaryCovNARobust-class | Class "SummaryCovNARobust" - summary of "CovNARobust" objects