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ICSOutlier (version 0.4-0)

summary.ICS_Out: 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 ICS_Out
summary(object, ...)

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.

Arguments

object

object object of class "ICS_Out".

...

additional arguments passed to summary()

Author

Aurore Archimbaud and Klaus Nordhausen