Create a Sensitivity Suite Plan — create_sensitivity_suite

Creates a declarative plan for sensitivity analyses already supported by gp3bayes. Expensive refits are opt-in and are never started merely by creating a plan.

Usage

create_sensitivity_suite_plan(
  prior_scale = FALSE,
  powerscale = FALSE,
  psis_loo = FALSE,
  random_slope_plan = NULL,
  group_deletion_plan = NULL,
  alternative_estimands = list(),
  duration_unit = NULL,
  prior_scale_args = list(),
  powerscale_args = list(),
  psis_args = list(),
  random_slope_args = list(),
  group_deletion_args = list()
)

Arguments

prior_scale: Whether to run the family-specific prior-scale refit.
powerscale: Whether to run local power-scaling through priorsense.
psis_loo: Whether to compute PSIS-LOO for the reference fit.
random_slope_plan: Optional result of create_random_slope_sensitivity_plan().
group_deletion_plan: Optional result of create_group_deletion_sensitivity_plan().
alternative_estimands: Optional named list of already-computed estimands from coding/scaling/unit or other approved sensitivity fits.
duration_unit: Optional list containing estimand, multiplier, and optional tolerance for audit_duration_unit_invariance().
prior_scale_args: Named argument list passed to the family-specific prior-scale sensitivity function.
powerscale_args: Named argument list passed to assess_powerscaled_sensitivity().
psis_args: Named argument list passed to compute_psis_loo().
random_slope_args: Named argument list passed to run_random_slope_sensitivity().
group_deletion_args: Named argument list passed to run_group_deletion_sensitivity().

Value

A gp3bayes_sensitivity_plan.