Summarize a SelectBoost-style quantile fit

Usage

# S3 method for class 'selectboost_quantile'
summary(
  object,
  threshold = 0.55,
  tau = NULL,
  enforce_monotone = TRUE,
  selection_metric = c("hybrid", "frequency"),
  ...
)

Arguments

object: A selectboost_quantile() fit.
threshold: Frequency threshold used to define the reported stable support.
tau: Optional quantile level to summarize when the fit contains multiple tau values. When omitted, a multi-summary is returned.
enforce_monotone: Should the frequency paths be post-processed into a non-increasing function of the perturbation strength?
selection_metric: Summary score used to define the stable support. "frequency" thresholds the pathwise mean selection frequency, while "hybrid" downweights frequently selected variables whose fitted baseline effect size remains weak.
...: Unused.

Value

An object of class "summary.selectboost_quantile" or "summary.selectboost_quantile_multi".