plmmr (version 4.2.3)

plot.cv_plmm: Plot method for cv_plmm class

Description

Plot method for cv_plmm class

Usage

# S3 method for cv_plmm
plot(
  x,
  log.l = TRUE,
  type = c("cve", "rsq", "scale", "snr", "all"),
  selected = TRUE,
  vertical.line = TRUE,
  col = "red",
  ...
)

Value

Nothing is returned; instead, a plot is drawn representing the relationship between the tuning parameter 'lambda' value (x-axis) and the cross validation error (y-axis).

Arguments

x

An object of class cv_plmm

log.l

Logical to indicate the plot should be returned on the natural log scale. Defaults to log.l = FALSE.

type

Type of plot to return. Defaults to "cve."

selected

Logical to indicate which variables should be plotted. Defaults to TRUE.

vertical.line

Logical to indicate whether vertical line should be plotted at the minimum/maximum value. Defaults to TRUE.

col

Color for vertical line, if plotted. Defaults to "red."

...

Additional arguments.

Examples

admix_design <- create_design(X = admix$X, y = admix$y)
cvfit <- cv_plmm(design = admix_design)
plot(cvfit)