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

## Documentation for package ‘GSE’ version 4.2

- 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