Plot an effective-data-points diagnostic

Draws one view of a check_edp() result. type = "histogram" shows the distribution of EDP faceted by intervention value, and type = "ecdf" shows its empirical cumulative distribution colored by intervention value. For the estimator variant, type = "scatter" plots edp_outcome against edp_treatment colored by ideal_weight; it aborts for the data variant.

Arguments

object

An edp_result from check_edp().

type

One of "histogram", "ecdf", or "scatter".

...

Not used.

Value

A ggplot2::ggplot object.

Examples

set.seed(1)
n <- 100
x1 <- rnorm(n)
dose <- rnorm(n, mean = x1)
df <- data.frame(dose = dose, x1 = x1)
result <- check_edp(df, dose, x1, values = c(0, 1), exposure_type = "continuous")

autoplot(result, type = "histogram")

autoplot(result, type = "ecdf")