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.

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

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

Functions

bush10 Man page
ces Man page
CovNA Man page
CovNA-class Man page
CovNAClassic Man page
CovNAClassic-class Man page
CovNAMcd Man page
CovNAMcd-class Man page
CovNAOgk Man page
CovNAOgk-class Man page
CovNARobust Man page
CovNARobust-class Man page
CovNASde Man page
CovNASde-class Man page
CovNASest Man page
CovNASest-class Man page
getDistance,CovNA-method Man page
getFlag,CovNA-method Man page
getQuan,PcaNA-method Man page
impNorm Man page
impSeq Man page
impSeqRob Man page
PcaNA Man page
PcaNA-class Man page
PcaNA.default Man page
PcaNA.formula Man page
plot,CovNAClassic,missing-method Man page
plot,CovNARobust,missing-method Man page
show,SummaryCovNA-method Man page
show,SummaryCovNARobust-method Man page
SummaryCovNA-class Man page
summary,CovNA-method Man page
SummaryCovNARobust-class Man page
summary,CovNARobust-method Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.