Comprehensive Bayesian Model Diagnostics and Comparison Tools


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Documentation for package ‘bayesDiagnostics’ version 0.1.0

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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