Calibrate Interval Widths — calibrate_interval_width • SelectBoost.FDA

Runs interval stability selection over candidate interval widths.

Usage

calibrate_interval_width(
  design,
  widths,
  step = NULL,
  overlap = FALSE,
  selector = "lasso",
  keep_fits = FALSE,
  seed = NULL,
  ...
)

Arguments

design: An fda_design object.
widths: Candidate interval widths.
step: Optional step size. Defaults to widths.
overlap: Should the interval groups overlap?
selector: Base selector passed to interval_stability_selection().
keep_fits: Should the fitted objects be stored in the result?
seed: Optional seed used to create deterministic per-grid seeds.
...: Additional arguments passed to interval_stability_selection().

Value

An object of class fda_calibration_grid.