print_balance: Print balance statistics

In joemarlo/plotBart: Diagnostic and Plotting Functions to Supplement 'bartCause'

Print balance statistics

Description

See balance statisitics of variables between treatment and control groups.

Usage

print_balance(.data, treatment, confounders, estimand = c("ATE", "ATT", "ATC"))

Arguments

.data	dataframe
treatment	the column denoted treatment. Must be binary.
confounders	character list of column names denoting the X columns of interest
estimand	character of either ATE, ATT or ATC the causal estimand you are making inferences about

Value

tibble

Author(s)

George Perrett

Examples

data(lalonde)
print_balance(lalonde, 'treat', confounders = c('re78', 'age', 'educ'), estimand = 'ATE')

joemarlo/plotBart documentation built on May 31, 2024, 12:22 p.m.