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pense (version 1.2.9)

pense_options: Additional Options for the Penalized EN S-estimator

Description

Additional Options for the Penalized EN S-estimator

Usage

pense_options(
  delta = 0.25,
  maxit = 1000,
  eps = 1e-06,
  mscale_eps = 1e-08,
  mscale_maxit = 200,
  verbosity = 0,
  cc,
  en_correction = TRUE
)

Arguments

delta

desired breakdown point of the resulting estimator.

maxit

maximum number of iterations allowed.

eps

numeric tolerance for convergence.

mscale_eps, mscale_maxit

maximum number of iterations and numeric tolerance for the M-scale.

verbosity

verbosity of the algorithm.

cc

tuning constant for the S-estimator. Default is to chosen based on the breakdown point delta. Should never have to be changed.

en_correction

should the corrected EN estimator be used to choose the optimal lambda with CV. If TRUE, as by default, the estimator is "bias corrected".

Value

a checked options list.

See Also

Other specifying additional options: en_options_aug_lars(), initest_options(), mstep_options()