bootstrap_resample: Bootstrap resampling with robust strategies

In VIM: Visualization and Imputation of Missing Values

Bootstrap resampling with robust strategies

Description

Returns bootstrap row indices based on the chosen strategy. Strategies adapted from imputeRobust (Templ 2024).

Usage

bootstrap_resample(
  n,
  strategy = "stratified",
  weights = NULL,
  residuals = NULL,
  alpha = 0.75,
  best_subset = NULL
)

Arguments

n	Number of observations
strategy	One of "standard", "stratified", "residual"
weights	Robustness weights from model (currently unused in active strategies).
residuals	Model residuals. Used by "stratified" and "residual".
alpha	Fraction of "good" observations (default 0.75). Used by "stratified".
best_subset	Integer indices of best observations (currently unused).

Value

Integer vector of length n with bootstrap row indices

VIM documentation built on Sept. 2, 2026, 5:07 p.m.