Add bootstrap weights to PUMF data

Add bootstrap weights to PUMF data

add_bootstrap_weights(
  pumf_data,
  weight_column,
  bootstrap_weight_count = 16,
  bootstrap_weight_prefix = "BSW",
  algorithm = "iterative",
  seed = NULL
)

Arguments

pumf_data

A dataframe with PUMF data

weight_column

Name of the column with the standard weights

bootstrap_weight_count

Number of boostrap weights to generate

bootstrap_weight_prefix

Name prefix for the bootstrap weight columns

algorithm

Algorithm to calculate bootstrap weights, either of "iterative" or "experimental"

seed

Random see to be used for bootstrap sample for reproducibility

Value

pumf_base_dir that can be used in the other package functions