Plot enpls.od object

Plot enpls.od object

Usage

# S3 method for class 'enpls.od'
plot(
  x,
  criterion = c("quantile", "sd"),
  prob = 0.05,
  sdtimes = 3L,
  alpha = 1,
  main = NULL,
  ...
)

Arguments

x

An object of class enpls.od.

criterion

Criterion of being classified as an outlier, can be "quantile" or "sd".

prob

Quantile probability as the cut-off value.

sdtimes

Times of standard deviation as the cut-off value.

alpha

An alpha transparency value for points, a real number in (0, 1].

main

Plot title.

...

Additional graphical parameters for plot.

See also

See enpls.od for outlier detection with ensemble partial least squares regressions.

Author

Nan Xiao <https://nanx.me>

Examples

data("alkanes")
x <- alkanes$x
y <- alkanes$y

set.seed(42)
od <- enpls.od(x, y, reptimes = 50)
plot(od, criterion = "quantile")

plot(od, criterion = "sd")