Comprehensive Bayesian Model Diagnostics and Comparison Tools

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Documentation for package ‘bayesDiagnostics’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

bayesDiagnostics-package	bayesDiagnostics Package
automated_ppc	Automated Posterior Predictive Checks
bayesDiagnostics	bayesDiagnostics Package
bayesian_p_values	Calculate Bayesian P-Values
bayes_factor_comparison	Bayesian Factor Comparison Between Models
diagnostic_report	Diagnostic Report for Bayesian Models
effective_sample_size_diagnostics	Effective Sample Size Diagnostics
extract_posterior_unified	Extract Posterior Draws (Unified Interface)
graphical_ppc	Graphical Posterior Predictive Checks
hierarchical_convergence	Hierarchical Model Convergence Diagnostics
mcmc_diagnostics_summary	MCMC Diagnostics Summary
model_comparison_suite	Comprehensive Model Comparison Suite
plot.bayes_factor_comparison	Plot Bayes Factor Comparison Results
plot.ess_diagnostics	Effective Sample Size Diagnostics
plot.hierarchical_convergence	Hierarchical Model Convergence Diagnostics
plot.posterior_predictive_check	Posterior Predictive Checks
plot.prior_sensitivity	Prior Sensitivity Analysis
posterior_predictive_check	Posterior Predictive Checks
ppc_crossvalidation	PPC Cross-Validation (LOO-PIT)
predictive_performance	Predictive Performance Evaluation
print.bayes_factor_comparison	Print Bayes Factor Comparison Results
print.ess_diagnostics	Effective Sample Size Diagnostics
print.hierarchical_convergence	Hierarchical Model Convergence Diagnostics
print.posterior_predictive_check	Posterior Predictive Checks
print.prior_elicitation	Prior Elicitation Helper
print.prior_robustness	Prior Robustness Analysis
print.prior_sensitivity	Prior Sensitivity Analysis
prior_elicitation_helper	Prior Elicitation Helper
prior_robustness	Prior Robustness Analysis
prior_sensitivity	Prior Sensitivity Analysis