plot.ICS_Out: Distances Plot for an 'ICS_Out' Object

In ICSOutlier: Outlier Detection Using Invariant Coordinate Selection

Distances Plot for an 'ICS_Out' Object

Description

Distances plot for an 'ICS_Out' object visualizing the separation of the outliers from the good data points.

Usage

## S3 method for class 'ICS_Out'
plot(
  x,
  pch.out = 16,
  pch.good = 4,
  col.out = 1,
  col.good = grey(0.5),
  col.cut = 1,
  lwd.cut = 1,
  lty.cut = 1,
  xlab = "Observation Number",
  ylab = "ICS distances",
  ...
)

Arguments

x	object of class "ICS_Out".
pch.out	plotting symbol for the outliers.
pch.good	plotting symbol for the 'good' data points.
col.out	color for the outliers.
col.good	color for the 'good' data points.
col.cut	color for cut-off line.
lwd.cut	lwd value for cut-off line.
lty.cut	lty value for cut-off line.
xlab	default x-axis label.
ylab	default y-axis label.
...	other arguments for plot

Details

For the figure the IC distances are plotted versus their index. The cut-off value for distances is given as a horizontal line and all observations above the line are considered as outliers.

Value

A plot is displayed.

Author(s)

Aurore Archimbaud and Klaus Nordhausen

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