Publication-ready balance table

Thin wrapper around morie_matching_balance returning only the data-frame component. See cobalt::bal.tab for an alternative with categorical-variable support.

Usage

morie_matching_balance_table(data, treatment, covariates, weights = NULL)

Arguments

data

Data frame.

treatment

Binary treatment column name.

covariates

Character vector of covariates.

weights

Optional column name of matching / weighting weights.

Value

A data frame.

Examples

# \donttest{
set.seed(1)
df <- data.frame(y = rnorm(200), d = rbinom(200, 1, 0.4),
                 x1 = rnorm(200), x2 = rnorm(200))
morie_matching_balance_table(df, "d", c("x1", "x2"))
#>   covariate mean_treated mean_control        smd    abs_smd variance_ratio
#> 1        x1  0.061404608  -0.03624282 0.08978223 0.08978223      1.1009337
#> 2        x2  0.003342348  -0.21859021 0.21729769 0.21729769      0.9771198
#>     ks_stat ks_p_value
#> 1 0.1085342  0.5597990
#> 2 0.1498322  0.1941478
# }