Plot Weight Diagnostics — plot_weights • kernR

Plots the distribution of importance weights with effective sample size annotation.

Usage

plot_weights(weights, main = "Weight Distribution")

Arguments

weights: Numeric vector of importance weights.
main: Title. Default is "Weight Distribution".

Value

Invisibly returns weights.

See also

Other density ratio and propensity: assess_overlap(), effective_sample_size(), estimate_density_ratio(), estimate_propensity(), fit_density_ratio(), predict_density_ratio()

Examples

set.seed(1L)
weights <- rgamma(200L, shape = 2, rate = 2)
plot_weights(weights)