Plot MAIC weights in a histogram with key statistics in legend using ggplot2 — plot_weights_ggplot • maicplus

Generates a ggplot histogram of weights. Default is to plot both unscaled and scaled weights on a same graph.

Usage

plot_weights_ggplot(weighted_data, bin_col, vline_col, main_title, bins)

Arguments

weighted_data: object returned after calculating weights using estimate_weights
bin_col: a string, color for the bins of histogram
vline_col: a string, color for the vertical line in the histogram
main_title: Name of scaled weights plot and unscaled weights plot, respectively.
bins: number of bin parameter to use

Value

a plot of unscaled and scaled weights

Examples

if (requireNamespace("ggplot2")) {
  plot_weights_ggplot(weighted_sat,
    bin_col = "#6ECEB2",
    vline_col = "#688CE8",
    main_title = c("Scaled Individual Weights", "Unscaled Individual Weights"),
    bins = 50
  )
}