summary.ICS_Out: Summary of an 'ICS_Out' Object Summarizes an 'ICS_Out' object...

In ICSOutlier: Outlier Detection Using Invariant Coordinate Selection

Summary of an 'ICS_Out' Object Summarizes an 'ICS_Out' object in an informative way.

Description

Summary of an 'ICS_Out' Object

Summarizes an 'ICS_Out' object in an informative way.

Usage

## S3 method for class 'ICS_Out'
summary(object, ...)

Arguments

object	object object of class "ICS_Out".
...	additional arguments passed to summary()

Value

An object of class "ICS_Out_summary" with the following components:

• comps: Vector giving the indices of the ICS components selected.

• method: Name of the method used to decide upon the number of ICS components.

• test: he name of the normality test as specified in the function call.

• S1_label: Name of S1.

• S2_label: Name of S2.

• level_test: The level for deciding upon the cut-off value for the ICS distances.

• level_dist: The initial level for selecting the invariant coordinates.

• nb_outliers: the number of observations identified as outliers.

Author(s)

Aurore Archimbaud and Klaus Nordhausen

ICSOutlier documentation built on May 29, 2024, 2:08 a.m.