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||2016-12-30 12:10:02|
|Maintainer||Andy Leung <firstname.lastname@example.org>|
|License||GPL (>= 2)|
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