Calibrate SelectBoost c0 Values — calibrate_selectboost • SelectBoost.FDA

Runs FDA-SelectBoost on a user-provided or suggested c0 grid.

Usage

calibrate_selectboost(
  design,
  selector = "msgps",
  c0_grid = NULL,
  grid_method = c("quantile", "linear"),
  association_method = c("correlation", "neighborhood", "hybrid", "interval"),
  keep_fit = TRUE,
  ...
)

Arguments

design: An fda_design object.
selector: Base selector passed to fit_selectboost().
c0_grid: Optional explicit c0 grid.
grid_method: Rule used by suggest_c0_grid() when c0_grid is omitted.
association_method: Passed to suggest_c0_grid() and fit_selectboost().
keep_fit: Should the fitted object be stored in the result?
...: Additional arguments passed to fit_selectboost().

Value

An object of class fda_calibration_grid.