Package index • predictCheckR

Core Workflow

The four main functions that cover the end-to-end posterior predictive checking workflow.

simulate_ppc(): Generate Posterior Predictive Samples
ppc_diagnostics(): Posterior Predictive Diagnostic Statistics
plot_ppc_overlay(): Posterior Predictive Density Overlay Plot
plot_ppc_stat(): Posterior Predictive Test-Statistic Distribution Plot

Model Comparison

Compare competing models using predictive performance metrics.

compare_models_ppc(): Compare Two Models via Posterior Predictive Performance Metrics

Utilities

Helper functions for customising output.

theme_ppc(): Clean Publication-Ready Theme for Predictive Checking Plots
print(<ppc_diagnostics>): Print Method for ppc_diagnostics Objects

Data

Bundled example dataset.

example_data: Example Simulated Regression Dataset