Plot Default Priors

Plots the default or user-specified prior distributions for the parameters of interest.

Usage

plot_priors(param_inputs, proposal_matrix, params_to_estimate, priors = NULL)

Arguments

param_inputs

A list of model inputs (used only if default priors are initialized).

proposal_matrix

A covariance matrix used to generate default priors if priors is not supplied.

params_to_estimate

A character vector specifying which parameters to include in the plot.

priors

A named list of priors. Each prior should be a list containing min, max, and a prior function that returns the log-density for a given numeric input. If NULL, default priors will be computed.

Value

A ggplot object showing the prior distributions of the selected parameters.