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Compute all reduced-model information criteria

Source: R/thesis_engine.R
compute_ic_values.Rd

Compute all reduced-model information criteria

Usage

compute_ic_values(
  y,
  Z,
  response_type = c("continuous", "categorical", "survival"),
  delta = NULL,
  n_active = NULL,
  support_penalty = FALSE,
  tol = 1e-10
)

Arguments

y

Response vector.

Z

Reduced predictors.

response_type

Response type.

delta

Optional event indicator.

n_active

Optional active-support size.

support_penalty

Include active-support size in effective df.

tol

Numerical tolerance.

Value

Named numeric vector containing AIC, BIC, CAIC, ICOMP, CICOMP, log-likelihood, effective df, and C1F.