Visualize balance of variables between treatment and control groups. Balance plot reflects balance in standardized units.

## Arguments

- .data
dataframe

- treatment
the column denoted treatment. Must be binary.

- confounders
character list of column names denoting the X columns of interest

- compare
character of either means or variance denotes what to compare balance on

- estimand
character of either ATE, ATT or ATC the causal estimand you are making inferences about

- limit_continuous
integer that can be used to limit the plot to only show the limit_continuous most imbalanced variables

- limit_catagorical
integer that can be used to limit the plot to only show the limit_categorical most imbalanced variables