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

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Documentation for package ‘GSE’ version 4.2-1

• DESCRIPTION file.

Help 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 location and scatter for missing data
CovRobMissSc-class	Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale estimate
emve	Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data
emve-class	Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data.
generate.casecontam	Data generator for simulation study on cell- and case-wise contamination
generate.cellcontam	Data generator for simulation study on cell- and case-wise contamination
generate.randcorr	Data generator for simulation study on cell- and case-wise contamination
geochem	Geochemical Data
getDim	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getDim-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDim-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getDist	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getDist-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDist-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getDistAdj	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getDistAdj-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getDistAdj-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getFiltDat	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getFiltDat-method	Two-Step Generalized S-Estimator for cell- and case-wise outliers
getFiltDat-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getLocation	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getLocation-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getLocation-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getMissing	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getMissing-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getMissing-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getOutliers	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getOutliers-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getOutliers-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getScale	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getScale-method	Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale estimate
getScale-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getScatter	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
getScatter-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
getScatter-methods	Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise
GSE	Generalized S-Estimator in the presence of missing data
GSE-class	Generalized S-Estimator in the presence of missing data
gy.filt	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	Plot methods for objects of class 'CovRobMiss'
plot-method	Plot methods for objects of class 'CovRobMiss'
show-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
show-method	Class "SummaryCovGSE" - displaying summary of "CovRobMiss" objects
slrt	LRT-based distances between matrices
summary-method	Class "CovRobMiss" - a superclass for the robust estimates of location and scatter for missing data
SummaryCovGSE-class	Class "SummaryCovGSE" - displaying summary of "CovRobMiss" objects
TSGS	Two-Step Generalized S-Estimator for cell- and case-wise outliers
TSGS-class	Two-Step Generalized S-Estimator for cell- and case-wise outliers
wages	Wages and Hours