Plot likelihood using ggplot2

Source: R/plot.likelihood_function.R

Plot likelihood using ggplot2

ggplot_likelihood(x, parameter = NULL, type = c("likelihood", "deviance",
  "both"), ci_level = 0.95, n_points = 200, theme = "minimal")

Arguments

x

A likelihood_function object

parameter

Name of the parameter to plot. If NULL, uses the first parameter.

type

Type of plot: "likelihood", "deviance", or "both"

ci_level

Confidence level (default: 0.95)

n_points

Number of parameter values for profile likelihood evaluation

theme

ggplot2 theme to apply. Options: "minimal" (default), "classic", "bw", or any other ggplot2 theme object.

Value

A ggplot object (or patchwork composition for type = "both")

Details

Creates publication-quality plots using ggplot2 with subtitle showing the confidence interval. For type = "both", requires the patchwork package for combining plots vertically. If patchwork is not installed, only the likelihood plot is returned with a message.

See also

plot for base graphics version, plotly_likelihood for interactive plots