PredictSimca-class: Class '"PredictSimca"' - prediction of '"Simca"' objects

In rrcovHD: Robust Multivariate Methods for High Dimensional Data

Class "PredictSimca" - prediction of "Simca" objects

Description

The prediction of a "Simca" object

Objects from the Class

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

Slots

classification:

Object of class "factor" ~~

odsc:

A "matrix" containing the standartized orthogonal distances for each group

sdsc:

A "matrix" containing the standartized score distances for each group

ct:

re-classification table of the training sample

Methods

show

signature(object = "PredictSimca"): Prints the results..

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. \Sexpr[results=rd]{tools:::Rd_expr_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, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.17713/ajs.v43i4.44")}.

See Also

Simca-class

Examples

showClass("PredictSimca")

rrcovHD documentation built on Sept. 12, 2024, 7:11 a.m.