id_plot_sims: This function plots the results from a simulation generated...
In idealstan: Robust Measurement with 'Stan'

id_plot_sims

R Documentation

This function plots the results from a simulation generated by `id_sim_gen()`.

Description

This function plots the results from a simulation generated by id_sim_gen().

Usage

id_plot_sims(sims, type = "RMSE")

id_show_trues(sims, type = "RMSE")

Arguments

`sims`	A fitted `idealstan` object that has true data generated by `id_sim_gen()`
`type`	Type of analysis of true versus fitted values, can be `'RMSE'`, `'Residuals'` or `'Coverage'`

Value

A ggplot2 object showing RMSE, residuals, or coverage for simulated parameters compared to their true values.

Examples


sim <- id_sim_gen()
est <- id_estimate(sim, model_type=1, fixtype='vb_full',
                   use_method="pathfinder", nchains=2, ncores=2)
id_plot_sims(est)               # RMSE (default)
id_plot_sims(est, type='Residuals')
id_plot_sims(est, type='Coverage')

idealstan documentation built on May 13, 2026, 1:08 a.m.