GSE: Robust Estimation in the Presence of Cellwise and Casewise Contamination and Missing Data

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Robust Estimation of Multivariate Location and Scatter in the Presence of Cellwise and Casewise Contamination and Missing Data.

Author
Andy Leung, Mike Danilov, Victor Yohai, Ruben Zamar
Date of publication
2016-09-05 13:15:49
Maintainer
Andy Leung <andy.leung@stat.ubc.ca>
License
GPL (>= 2)
Version
4.0

View on CRAN

Man pages

auto
Automobile data
boston
Boston Housing Data
calcium
Calcium data
CovEM
Gaussian MLE of mean and covariance
CovRobMiss-class
Class "CovRobMiss" - a superclass for the robust estimates of...
CovRobMissSc-class
Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale...
emve
Extended Minimum Volume Ellipsoid (EMVE) in the presence of...
emve-class
Extended Minimum Volume Ellipsoid (EMVE) in the presence of...
geochem
Geochemical Data
get-methods
Accessor methods to the essential slots of classes...
GSE
Generalized S-Estimator in the presence of missing data
GSE-class
Generalized S-Estimator in the presence of missing data
gyfilt
Gervini-Yohai filter for detecting cellwise outliers
horse
Horse-colic data
HuberPairwise
Quadrant Covariance and Huberized Pairwise Scatter
HuberPairwise-class
Quadrant Covariance and Huberized Pairwise Scatter
ImpS
Imputed S-estimator
partial.mahalanobis
Partial Square Mahalanobis Distance
plot-methods
Plot methods for objects of class 'CovRobMiss'
simulation-tools
Data generator for simulation study on cell- and case-wise...
slrt
LRT-based distances between matrices
SummaryCov-class
Class "SummaryCov" - displaying summary of "CovRobMiss"...
TSGS
Two-Step Generalized S-Estimator for cell- and case-wise...
TSGS-class
Two-Step Generalized S-Estimator for cell- and case-wise...
wages
Wages and Hours

Files in this package

GSE
GSE/src
GSE/src/cov-em.cpp
GSE/src/emve.h
GSE/src/Makevars
GSE/src/gse-rocke.h
GSE/src/gse.cpp
GSE/src/gse-rocke.cpp
GSE/src/emve.cpp
GSE/src/cov-em.h
GSE/src/Makevars.win
GSE/src/gse.h
GSE/NAMESPACE
GSE/data
GSE/data/horse.rda
GSE/data/boston.rda
GSE/data/geochem.rda
GSE/data/calcium.rda
GSE/data/wages.rda
GSE/data/auto.rda
GSE/R
GSE/R/CovEM.R
GSE/R/GSE-utils.R
GSE/R/plots-utils.R
GSE/R/generic.R
GSE/R/impute.R
GSE/R/simulation-utils.R
GSE/R/filter.R
GSE/R/GSE.R
GSE/R/emve.R
GSE/R/emve-utils.R
GSE/R/LRT.R
GSE/R/huberPairwise.R
GSE/R/misc.R
GSE/R/TSGS.R
GSE/R/zzz.R
GSE/MD5
GSE/DESCRIPTION
GSE/ChangeLog
GSE/man
GSE/man/HuberPairwise.Rd
GSE/man/CovRobMissSc-class.Rd
GSE/man/plot-methods.Rd
GSE/man/horse.Rd
GSE/man/GSE.Rd
GSE/man/TSGS.Rd
GSE/man/CovEM.Rd
GSE/man/get-methods.Rd
GSE/man/partial.mahalanobis.Rd
GSE/man/SummaryCov-class.Rd
GSE/man/slrt.Rd
GSE/man/emve.Rd
GSE/man/gyfilt.Rd
GSE/man/auto.Rd
GSE/man/GSE-class.Rd
GSE/man/TSGS-class.Rd
GSE/man/wages.Rd
GSE/man/boston.Rd
GSE/man/geochem.Rd
GSE/man/emve-class.Rd
GSE/man/simulation-tools.Rd
GSE/man/CovRobMiss-class.Rd
GSE/man/calcium.Rd
GSE/man/ImpS.Rd
GSE/man/HuberPairwise-class.Rd