bootstrap_stability: Bootstrap stability for TRAMICP

In tramicp: Model-Based Causal Feature Selection for General Response Types

Bootstrap stability for TRAMICP

Description

Bootstrap stability for TRAMICP

Usage

bootstrap_stability(
  object,
  B = 100,
  size = NULL,
  verbose = FALSE,
  return_all = FALSE
)

Arguments

object	Object of class "dICP"
B	Numeric; number of bootstrap iterations
size	Numeric; size of bootstrap samples
verbose	Logical; print a progress bar (default: FALSE)
return_all	Logical; return all "dICP" objects (default: FALSE)

Value

Table of output sets of candidate causal predictors

Examples

set.seed(12)
d <- dgp_dicp(n = 1e3, mod = "binary")
res <- glmICP(Y ~ X1 + X2 + X3, data = d, env = ~ E,
    family = "binomial", test = "cor.test")
bootstrap_stability(res, B = 2)

tramicp documentation built on April 4, 2025, 3:25 a.m.