plot_stand_diffs: Plot standardized differences in means

In natstrat: Obtain Unweighted Natural Strata that Balance Many Covariates

Description

Used within the check_balance function to plot the standardized differences calculated in the format of Love (2002).

Usage

plot_stand_diffs(sds, type)

Arguments

sds	Standardized differences generated with get_stand_diffs.
type	One of the following, stating which standardized differences to plot: across standardized differences across the population strata_avg weighted average of the standardized differences within the strata (weighted by stratum size) pair two facets displaying both the previous plots together strata list of plots for the standardized differences within each stratum

Value

Either a ggplot object or a list of ggplot objects (if type is 'strata')

References

Love, T. E. (2002), "Displaying covariate balance after adjustment for selection bias", Joint Statistical Meetings, yumpu.com/en/document/read/41664623.

natstrat documentation built on Oct. 15, 2021, 5:12 p.m.