Add bootstrap weights to PUMF data
Usage
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