bayesDiagnostics: Comprehensive Bayesian Model Diagnostics and Comparison Tools

2026 Dataset Open access

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Authors: Ibrahim Kholil Rakib
DOI: 10.32614/cran.package.bayesdiagnostics
Cited by: 0
References: 3

Abstract

Provides comprehensive tools for Bayesian model diagnostics and comparison. Includes prior sensitivity analysis, posterior predictive checks (Gelman et al. (2013) ), advanced model comparison using Pareto-smoothed importance sampling leave-one-out cross-validation (Vehtari et al. (2017) ), convergence diagnostics, and prior elicitation tools. Integrates with 'brms' (Burkner (2017) ), 'rstan', and 'rstanarm' packages for comprehensive Bayesian workflow diagnostics.

Fields of Study & Subjects

Statistical Methods and Bayesian Inference Markov Chains and Monte Carlo Methods Data Analysis with R

Publication details

Publication date
14 January 2026
Document type
Dataset