Scalable Robust Estimators with High Breakdown Point for Incomplete Data

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Documentation for package ‘rrcovNA’ version 0.5-1

• DESCRIPTION file.

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