visualize_single_parameter — visualize_single_parameter • ValidationExplorer

See detailed simulation study results for a parameter of interest

Usage

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

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.

Value

A ggplot object summarizing simulation results.

Examples


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