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Controlling the numeric details for conformal inference

Usage

control_conformal_full(
  method = "iterative",
  trial_points = 100,
  var_multiplier = 10,
  max_iter = 100,
  tolerance = .Machine$double.eps^0.25,
  progress = FALSE,
  required_pkgs = character(0),
  seed = sample.int(10^5, 1)
)

Arguments

method

The method for computing the intervals. The options are 'search' (using) stats::uniroot(), and 'grid'.

trial_points

When method = "grid", how many points should be evaluated?

var_multiplier

A multiplier for the variance model that determines the possible range of the bounds.

max_iter

When method = "iterative", the maximum number of iterations.

tolerance

Tolerance value passed to all.equal() to determine convergence during the search computations.

progress

Should a progress bar be used to track execution?

required_pkgs

An optional character string for which packages are required.

seed

A single integer used to control randomness when models are (re)fit.

Value

A list object with the options given by the user.