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Generate a Comprehensive Report Plot

plot_report.Rd

Creates a detailed report consisting of various plots to visualize the results of a fitted model within a bipod object. The report includes fit plots, breakpoints posterior plots, growth rates posterior plots, and model selection plots.

Usage

plot_report(
  x,
  fit_type = "complex",
  breakpoints_color = "darkgray",
  shadows_colors = NULL,
  t0_posterior_color = "darkorange",
  full_process = FALSE
)

Arguments

x

A bipod object. Must contain a 'fit' and metadata fields for model selection and, optionally, breakpoints and ELBO values.

fit_type

A character string specifying the type of fit plot to generate. Options include "simple" and "complex". (default is "complex")

breakpoints_color

A character string specifying the color for the breakpoints posterior plot. (default is "darkgray")

shadows_colors

A character vector specifying colors for shadows in the fit plot. (default is NULL)

t0_posterior_color

A character string specifying the color for the t0 posterior plot. (default is "darkorange")

full_process

A logical value indicating whether to include the full process in the fit plot when fit_type is "simple". (default is FALSE)

Value

A patchwork object containing multiple ggplot2 plots arranged in a single panel.