Plot method for cv_plmm class

Usage

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

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.

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).

Examples

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