plot_overlap_vars: Plot the overlap of variables

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

Plot the overlap of variables

Description

Plot histograms showing the overlap between variables by treatment status.

Usage

plot_overlap_vars(
  .data,
  treatment,
  confounders,
  plot_type = c("histogram", "density"),
  min_x = NULL,
  max_x = NULL
)

Arguments

.data	dataframe
treatment	character. Name of the treatment column within .data
confounders	character list of column names denoting confounders within .data
plot_type	the plot type, one of c('histogram', 'density'). Defaults to 'histogram'
min_x	numeric value specifying the minimum value to be shown on the x axis
max_x	numeric value specifying the maximum value to be shown on the x axis

Value

ggplot object

Author(s)

George Perrett, Joseph Marlo

See Also

plot_overlap_pScores

Examples

data(lalonde)
plot_overlap_vars(
 .data = lalonde,
 treatment = 'treat',
 confounders = c('age', 'educ'),
 plot_type = 'Histogram'
)

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