SummarySimca-class: Class '"SummarySimca"' - summary of '"Simca"' objects

In rrcovHD: Robust Multivariate Methods for High Dimensional Data

Description

Contains summary information about a Simca object - classification in high dimensions based on the SIMCA method

Objects from the Class

Objects can be created by calls of the form new("SummarySimca", ...), but most often by invoking summary() on an "Simca" object. They contain values meant for printing by show().

Slots

simcaobj:

Object of class "Simca"

Methods

show

signature(object = "SummarySimca"): display the object

Author(s)

Valentin Todorov [e-mail]

References

Todorov V & Filzmoser P (2009), An Object Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1–47, doi: 10.18637/jss.v032.i03.

Todorov V & Filzmoser P (2014), Software Tools for Robust Analysis of High-Dimensional Data. Austrian Journal of Statistics, 43(4), 255–266, doi: 10.17713/ajs.v43i4.44.

See Also

Simca-class

Examples

showClass("SummarySimca")

Example output

Loading required package: rrcov
Loading required package: robustbase
Scalable Robust Estimators with High Breakdown Point (version 1.4-3)

Robust Multivariate Methods for High Dimensional Data (version 0.2-5)

Class "SummarySimca" [package "rrcovHD"]

Slots:
               
Name:  simcaobj
Class:    Simca

rrcovHD documentation built on April 23, 2021, 9:08 a.m.