Interval Stability Selection

Convenience wrapper around stability_selection_fda() that first creates non-overlapping interval groups within each functional block.

Usage

interval_stability_selection(
  x,
  y = NULL,
  width,
  step = width,
  overlap = FALSE,
  ...
)

Arguments

x

Any input accepted by as_functional_matrix(), or an fda_design object.

y

Response vector. Leave as NULL when x is an fda_design.

width

Positive interval width.

step

Step size between interval starts.

overlap

Logical; should the interval groups overlap?

...

Additional arguments forwarded to stability_selection_fda().

Value

An object of class fda_interval_stability_selection.