Coefficient plots for DML and bounds — plot.dml • dml.sensemakr

Coefficient plots for DML and bounds

# S3 method for class 'dml'
plot(x, combine.method = "median", level = 0.95, ...)

# S3 method for class 'dml.bounds'
plot(
  x,
  type = c("confidence_bounds", "all"),
  combine.method = "median",
  level = 0.95,
  ...
)

Arguments

x: an object of class dml or dml_bounds.
combine.method: method to combine the results of each repetition of the DML fit. Options are mean and median. Default is median.
level: confidence level. Default is 0.95.
...: arguments passed to other methods.
type: type of plot for confidence bounds. Options are confidence_bounds, and all.

Value

For plot.dml: a ggplot object. For plot.dml.bounds: a ggplot object.