TSGS-class: Two-Step Generalized S-Estimator for cell- and case-wise...

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

Two-Step Generalized S-Estimator for cell- and case-wise outliers

Description

Class of Two-Step Generalized S-Estimator. It has the superclass of GSE.

Objects from the Class

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

Slots

mu

Estimated location. Can be accessed via getLocation.

S

Estimated scatter matrix. Can be accessed via getScatter.

xf

Filtered data matrix from the first step of 2SGS. Can be accessed via getFiltDat.

Extends

Class "GSE", directly.

Methods

In addition to the methods defined in the superclass "GSE", the following methods are also defined:

getFiltDat

signature(object = "TSGS"): return the filtered data matrix.

Author(s)

Andy Leung [e-mail]

See Also

TSGS, GSE, GSE-class

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