get_distributional_statistics {ddecompose}

Estimate distributional statistics

Description

Estimate weighted distributional statistics for the reference or the counterfactual group.

Usage

get_distributional_statistics(
  dep_var,
  weights,
  group_variable,
  group,
  statistics,
  custom_statistic_function = NULL,
  probs = 1:9/10,
  log_transformed
)

Arguments

dep_var

vector of outcome variable

weights

vector of observations weights

group_variable

vector of group assignment

group

identifier of group for which distributional statistics are calculated

statistics

vector of statistics to be calculated

custom_statistic_function

a custom statistic function to be evaluated

probs

probabilities of quantiles to be calculated

log_transformed

indicator if outcome variable is log transformed