CovRobMissSc-class: Class "CovRobMissSc" - a subclass of "CovRobMiss" with scale...

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

Class "CovRobMissSc" – a subclass of "CovRobMiss" with scale estimate

Description

The Superclass of the GSE-class and emve-class objects.

Objects from the Class

Objects can be created by calls of the form new("CovRobMissSc", ...), but the best way of creating CovRobMissSc objects is a call to either of the folowing functions:GSE or emve.

Slots

mu

Estimated location. Can be accessed via getLocation.

S

Estimated scatter matrix. Can be accessed via getScatter.

sc

Estimated M-scale (either GS-scale or MVE-scale). Can be accessed via getScale.

pmd

Square partial Mahalanobis distances. Can be accessed via getDist.

pmd.adj

Adjusted square partial Mahalanobis distances. Can be accessed via getDistAdj.

pu

Dimension of the observed entries for each case. Can be accessed via getDim.

call

Object of class "language". Not meant to be accessed.

x

Input data matrix. Not meant to be accessed.

p

Column dimension of input data matrix. Not meant to be accessed.

estimator

Character string of the name of the estimator used. Not meant to be accessed.

Extends

Class "CovRobMiss", directly.

Methods

In addition to methods inheritedfrom the class "CovRobMiss":

getScale

signature(object = "CovRobMissSc")

: return the GS-scale or MVE-scale of the best candidate.

Author(s)

Andy Leung [e-mail]

See Also

GSE, CovRobMiss-class

GSE documentation built on Dec. 28, 2022, 1:31 a.m.