HuberPairwise-class: Quadrant Covariance and Huberized Pairwise Scatter

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

Quadrant Covariance and Huberized Pairwise Scatter

Description

Class of Quadrant Covariance and Huberized Pairwise Scatter. It has the superclass of CovRobMiss.

Objects from the Class

Objects can be created by calls of the form new("HuberPairwise", ...), but the best way of creating HuberPairwise objects is a call to the function HuberPairwise which serves as a constructor.

Slots

mu

Estimated location. Can be accessed via getLocation.

S

Estimated scatter matrix. Can be accessed via getScatter.

pmd

Squared partial Mahalanobis distances. Can be accessed via getDist.

pmd.adj

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

pu

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

R

Estimated correlation matrix. Not meant to be accessed.

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

No methods defined with class "HuberPairwise" in the signature.

Author(s)

Andy Leung [e-mail]

See Also

HuberPairwise, CovRobMiss-class

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