ValidationExplorer (version 0.1.1)

visualize_single_parameter: visualize_single_parameter

Description

See detailed simulation study results for a parameter of interest

Usage

visualize_single_parameter(
  sim_summary,
  par,
  theta_scenario,
  scenarios,
  convergence_threshold = 1.1
)

Value

A ggplot object summarizing simulation results.

Arguments

sim_summary

Summary output in the format of run_sims.

par

The parameter to be visualized.

theta_scenario

The theta scenario IDs. This should match the theta_scenario_id argument ofrun_sims().

scenarios

Scenarios to be visualized.

convergence_threshold

If the Gelman-Rubin statistic is below this value, consider an MCMC to have converged. Default value is 1.1, but we recommend 1.05.

Examples

visualize_single_parameter(
  example_output,
  par = "lambda[1]",
  theta_scenario = "1",
  scenarios = 1:2,
  convergence_threshold = 1.05
)