Create generalized bootstrap replicate weights

Generates generalized bootstrap replicate weights via svrep::as_gen_boot_design(). Requires a survey_taylor design.

Usage

create_gen_boot_weights(
  data,
  replicates = 500L,
  ...,
  variance_estimator = "SD1",
  tau = 1,
  aux_var_names = NULL,
  mse = TRUE,
  seed = NULL
)

Arguments

data

A survey_taylor design.

replicates

integer(1), default 500L. Number of bootstrap replicates.

...

Must be empty.

variance_estimator

character(1). Target variance estimator. One of "SD1" (default), "SD2", "Horvitz-Thompson", "Yates-Grundy", "Poisson Horvitz-Thompson", "Stratified Multistage SRS", "Ultimate Cluster", "Deville-1", "Deville-2", "Deville-Tille", "BOSB", or "Beaumont-Emond".

tau

numeric(1) or "auto", default 1. Rescaling constant to prevent negative replicate weights.

aux_var_names

<tidy-select> or NULL. Auxiliary variable columns. Required when variance_estimator = "Deville-Tille".

mse

logical(1), default TRUE.

seed

integer(1) or NULL. RNG seed.

Value

A survey_replicate with @variables$type = "bootstrap".

See also

Other replicate-weights: as_taylor_design(), create_bootstrap_weights(), create_brr_weights(), create_gen_rep_weights(), create_jackknife_weights(), create_replicate_weights(), create_sdr_weights()