Construct a method_SCM object
Usage
setup_method_SCM(
method_name = "SCM",
bootstrap_flag = FALSE,
bootstrap_obj = .bootstrap_obj(),
lambda.min,
lambda.max,
nlambda = 10,
parallel = "no",
ncpus = 1
)Arguments
- method_name
character. Name of the method.
- bootstrap_flag
logical. Whether to use bootstrap for inference.
- bootstrap_obj
bootstrap_obj. An object of class `bootstrap_obj` containing bootstrap settings.
- lambda.min
numeric. Minimum value of the regularization parameter.
- lambda.max
numeric. Maximum value of the regularization parameter.
- nlambda
numeric. Number of lambda values for cross-validation.
- parallel
character. Parallelization type (`"no"`, `"multicore"`, or `"snow"`).
- ncpus
numeric. Number of CPU cores to use for parallelization.