Plot Posterior Distributions of Inferred Breakpoints — plot_breakpoints

Generates a plot showing the posterior distributions of the inferred breakpoints from a fitted model. The plot can include density estimates and optional histograms for better visualization.

Usage

plot_breakpoints_posterior(x, with_histogram = F, alpha = 0.6, colors = NULL)

Arguments

x: A bipod object that contains a 'breakpoints_fit' field, which includes posterior samples of the inferred breakpoints.
with_histogram: A logical value indicating whether to overlay histograms of the breakpoint samples on the density plots. The default is FALSE.
alpha: A numeric value between 0 and 1 specifying the transparency level of the density plot. The default is 0.6.
colors: A character vector specifying colors to use for the different inferred breakpoints. If NULL, the default color 'darkgray' is used for all breakpoints.

Value

A ggplot2 object displaying the posterior distributions of the inferred breakpoints. The plot shows density estimates and optionally histograms for the breakpoints.